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ORCIDBibTeX records: Marco Loog
@article{DBLP:journals/ml/LoogKB23,
author = {Marco Loog and
Jesse H. Krijthe and
Manuele Bicego},
title = {Also for k-means: more data does not imply better performance},
journal = {Mach. Learn.},
volume = {112},
number = {8},
pages = {3033--3050},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06361-6},
doi = {10.1007/S10994-023-06361-6},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/LoogKB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/MeyL23,
author = {Alexander Mey and
Marco Loog},
title = {Improved Generalization in Semi-Supervised Learning: {A} Survey of
Theoretical Results},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {45},
number = {4},
pages = {4747--4767},
year = {2023},
url = {https://doi.org/10.1109/TPAMI.2022.3198175},
doi = {10.1109/TPAMI.2022.3198175},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/MeyL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/VieringL23,
author = {Tom J. Viering and
Marco Loog},
title = {The Shape of Learning Curves: {A} Review},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {45},
number = {6},
pages = {7799--7819},
year = {2023},
url = {https://doi.org/10.1109/TPAMI.2022.3220744},
doi = {10.1109/TPAMI.2022.3220744},
timestamp = {Fri, 02 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/VieringL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/KatoTL23,
author = {Yuko Kato and
David M. J. Tax and
Marco Loog},
editor = {Harris Papadopoulos and
Khuong An Nguyen and
Henrik Bostr{\"{o}}m and
Lars Carlsson},
title = {A Review of Nonconformity Measures for Conformal Prediction in Regression},
booktitle = {Conformal and Probabilistic Prediction with Applications, 13-15 September
2023, Limassol, Cyprus},
series = {Proceedings of Machine Learning Research},
volume = {204},
pages = {369--383},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v204/kato23a.html},
timestamp = {Wed, 20 Sep 2023 14:20:04 +0200},
biburl = {https://dblp.org/rec/conf/copa/KatoTL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RamanNVHL23,
author = {Chirag Raman and
Alec Nonnemaker and
Amelia Villegas{-}Morcillo and
Hayley Hung and
Marco Loog},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Why Did This Model Forecast This Future? Information-Theoretic Saliency
for Counterfactual Explanations of Probabilistic Regression Models},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/694ec0018b9fd0ebe863ec29fa5a89b9-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/RamanNVHL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recomb/MourraguiLNWRW23,
author = {Soufiane Mourragui and
Marco Loog and
Mirrelijn M. van Nee and
Mark A. van de Wiel and
Marcel J. T. Reinders and
Lodewyk F. A. Wessels},
editor = {Haixu Tang},
title = {Percolate: An Exponential Family {JIVE} Model to Design DNA-Based
Predictors of Drug Response},
booktitle = {Research in Computational Molecular Biology - 27th Annual International
Conference, {RECOMB} 2023, Istanbul, Turkey, April 16-19, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13976},
pages = {120--138},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-29119-7\_8},
doi = {10.1007/978-3-031-29119-7\_8},
timestamp = {Sat, 13 May 2023 01:07:17 +0200},
biburl = {https://dblp.org/rec/conf/recomb/MourraguiLNWRW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/YangL22,
author = {Yazhou Yang and
Marco Loog},
title = {To Actively Initialize Active Learning},
journal = {Pattern Recognit.},
volume = {131},
pages = {108836},
year = {2022},
url = {https://doi.org/10.1016/j.patcog.2022.108836},
doi = {10.1016/J.PATCOG.2022.108836},
timestamp = {Sat, 10 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/YangL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bnaic/ChenLK22,
author = {Zhiyi Chen and
Marco Loog and
Jesse H. Krijthe},
editor = {Toon Calders and
Celine Vens and
Jefrey Lijffijt and
Bart Goethals},
title = {Explaining Two Strange Learning Curves},
booktitle = {Artificial Intelligence and Machine Learning - 34th Joint Benelux
Conference, BNAIC/Benelearn 2022, Mechelen, Belgium, November 7-9,
2022, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1805},
pages = {16--30},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-39144-6\_2},
doi = {10.1007/978-3-031-39144-6\_2},
timestamp = {Sun, 12 Nov 2023 02:16:23 +0100},
biburl = {https://dblp.org/rec/conf/bnaic/ChenLK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bnaic/KatoTL22,
author = {Yuko Kato and
David M. J. Tax and
Marco Loog},
editor = {Toon Calders and
Celine Vens and
Jefrey Lijffijt and
Bart Goethals},
title = {A View on Model Misspecification in Uncertainty Quantification},
booktitle = {Artificial Intelligence and Machine Learning - 34th Joint Benelux
Conference, BNAIC/Benelearn 2022, Mechelen, Belgium, November 7-9,
2022, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1805},
pages = {65--77},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-39144-6\_5},
doi = {10.1007/978-3-031-39144-6\_5},
timestamp = {Wed, 06 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bnaic/KatoTL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bnaic/StarreLO22,
author = {Rolf A. N. Starre and
Marco Loog and
Frans A. Oliehoek},
editor = {Toon Calders and
Celine Vens and
Jefrey Lijffijt and
Bart Goethals},
title = {Model-Based Reinforcement Learning with State Abstraction: {A} Survey},
booktitle = {Artificial Intelligence and Machine Learning - 34th Joint Benelux
Conference, BNAIC/Benelearn 2022, Mechelen, Belgium, November 7-9,
2022, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1805},
pages = {133--148},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-39144-6\_9},
doi = {10.1007/978-3-031-39144-6\_9},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bnaic/StarreLO22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/WangL22a,
author = {Ziqi Wang and
Marco Loog},
title = {Enhancing Classifier Conservativeness and Robustness by Polynomiality},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022},
pages = {13317--13326},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CVPR52688.2022.01297},
doi = {10.1109/CVPR52688.2022.01297},
timestamp = {Wed, 03 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/WangL22a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/RamanHL22,
author = {Chirag Raman and
Hayley Hung and
Marco Loog},
editor = {Leonid Karlinsky and
Tomer Michaeli and
Ko Nishino},
title = {Social Processes: Self-supervised Meta-learning Over Conversational
Groups for Forecasting Nonverbal Social Cues},
booktitle = {Computer Vision - {ECCV} 2022 Workshops - Tel Aviv, Israel, October
23-27, 2022, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13803},
pages = {639--659},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25066-8\_37},
doi = {10.1007/978-3-031-25066-8\_37},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eccv/RamanHL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MohrVLR22,
author = {Felix Mohr and
Tom J. Viering and
Marco Loog and
Jan N. van Rijn},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {{LCDB} 1.0: An Extensive Learning Curves Database for Classification
Tasks},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {V}},
series = {Lecture Notes in Computer Science},
volume = {13717},
pages = {3--19},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26419-1\_1},
doi = {10.1007/978-3-031-26419-1\_1},
timestamp = {Mon, 20 Mar 2023 16:00:27 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/MohrVLR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-12693,
author = {Ziqi Wang and
Marco Loog},
title = {Enhancing Classifier Conservativeness and Robustness by Polynomiality},
journal = {CoRR},
volume = {abs/2203.12693},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.12693},
doi = {10.48550/ARXIV.2203.12693},
eprinttype = {arXiv},
eprint = {2203.12693},
timestamp = {Wed, 03 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-12693.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-00679,
author = {Chirag Raman and
Hayley Hung and
Marco Loog},
title = {Why Did This Model Forecast This Future? Closed-Form Temporal Saliency
Towards Causal Explanations of Probabilistic Forecasts},
journal = {CoRR},
volume = {abs/2206.00679},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.00679},
doi = {10.48550/ARXIV.2206.00679},
eprinttype = {arXiv},
eprint = {2206.00679},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-00679.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-06276,
author = {Gijs van Tulder and
Marco Loog},
title = {On the reusability of samples in active learning},
journal = {CoRR},
volume = {abs/2206.06276},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.06276},
doi = {10.48550/ARXIV.2206.06276},
eprinttype = {arXiv},
eprint = {2206.06276},
timestamp = {Mon, 20 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-06276.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-14407,
author = {Rolf A. N. Starre and
Marco Loog and
Frans A. Oliehoek},
title = {An Analysis of Abstracted Model-Based Reinforcement Learning},
journal = {CoRR},
volume = {abs/2208.14407},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.14407},
doi = {10.48550/ARXIV.2208.14407},
eprinttype = {arXiv},
eprint = {2208.14407},
timestamp = {Thu, 01 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-14407.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-16938,
author = {Yuko Kato and
David M. J. Tax and
Marco Loog},
title = {A view on model misspecification in uncertainty quantification},
journal = {CoRR},
volume = {abs/2210.16938},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.16938},
doi = {10.48550/ARXIV.2210.16938},
eprinttype = {arXiv},
eprint = {2210.16938},
timestamp = {Wed, 02 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-16938.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-14061,
author = {Marco Loog and
Tom J. Viering},
title = {A Survey of Learning Curves with Bad Behavior: or How More Data Need
Not Lead to Better Performance},
journal = {CoRR},
volume = {abs/2211.14061},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.14061},
doi = {10.48550/ARXIV.2211.14061},
eprinttype = {arXiv},
eprint = {2211.14061},
timestamp = {Tue, 29 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-14061.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/KouwL21,
author = {Wouter M. Kouw and
Marco Loog},
title = {A Review of Domain Adaptation without Target Labels},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {43},
number = {3},
pages = {766--785},
year = {2021},
url = {https://doi.org/10.1109/TPAMI.2019.2945942},
doi = {10.1109/TPAMI.2019.2945942},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/KouwL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/KouwL21,
author = {Wouter M. Kouw and
Marco Loog},
title = {Robust domain-adaptive discriminant analysis},
journal = {Pattern Recognit. Lett.},
volume = {148},
pages = {107--113},
year = {2021},
url = {https://doi.org/10.1016/j.patrec.2021.05.005},
doi = {10.1016/J.PATREC.2021.05.005},
timestamp = {Thu, 23 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/prl/KouwL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/PinteaTGLG21,
author = {Silvia L. Pintea and
Nergis Tomen and
Stanley F. Goes and
Marco Loog and
Jan C. van Gemert},
title = {Resolution Learning in Deep Convolutional Networks Using Scale-Space
Theory},
journal = {{IEEE} Trans. Image Process.},
volume = {30},
pages = {8342--8353},
year = {2021},
url = {https://doi.org/10.1109/TIP.2021.3115001},
doi = {10.1109/TIP.2021.3115001},
timestamp = {Wed, 03 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tip/PinteaTGLG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/MeyL21,
author = {Alexander Mey and
Marco Loog},
title = {Consistency and Finite Sample Behavior of Binary Class Probability
Estimation},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {8967--8974},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i10.17084},
doi = {10.1609/AAAI.V35I10.17084},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/MeyL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rrpr/YildizHKLLMOPPP21,
author = {Burak Yildiz and
Hayley Hung and
Jesse H. Krijthe and
Cynthia C. S. Liem and
Marco Loog and
Gosia Migut and
Frans A. Oliehoek and
Annibale Panichella and
Przemyslaw Pawelczak and
Stjepan Picek and
Mathijs de Weerdt and
Jan van Gemert},
editor = {Bertrand Kerautret and
Miguel Colom and
Adrien Kr{\"{a}}henb{\"{u}}hl and
Daniel Lopresti and
Pascal Monasse and
Hugues Talbot},
title = {ReproducedPapers.org: Openly Teaching and Structuring Machine Learning
Reproducibility},
booktitle = {Reproducible Research in Pattern Recognition - Third International
Workshop, {RRPR} 2021, Virtual Event, January 11, 2021, Revised Selected
Papers},
series = {Lecture Notes in Computer Science},
volume = {12636},
pages = {3--11},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-76423-4\_1},
doi = {10.1007/978-3-030-76423-4\_1},
timestamp = {Sun, 16 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/rrpr/YildizHKLLMOPPP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-02291,
author = {Marco Loog},
title = {Nearest Neighbor-based Importance Weighting},
journal = {CoRR},
volume = {abs/2102.02291},
year = {2021},
url = {https://arxiv.org/abs/2102.02291},
eprinttype = {arXiv},
eprint = {2102.02291},
timestamp = {Tue, 09 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-02291.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-10948,
author = {Tom J. Viering and
Marco Loog},
title = {The Shape of Learning Curves: a Review},
journal = {CoRR},
volume = {abs/2103.10948},
year = {2021},
url = {https://arxiv.org/abs/2103.10948},
eprinttype = {arXiv},
eprint = {2103.10948},
timestamp = {Wed, 24 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-10948.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-03412,
author = {Silvia L. Pintea and
Nergis Tomen and
Stanley F. Goes and
Marco Loog and
Jan C. van Gemert},
title = {Resolution learning in deep convolutional networks using scale-space
theory},
journal = {CoRR},
volume = {abs/2106.03412},
year = {2021},
url = {https://arxiv.org/abs/2106.03412},
eprinttype = {arXiv},
eprint = {2106.03412},
timestamp = {Thu, 10 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-03412.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-13576,
author = {Chirag Raman and
Hayley Hung and
Marco Loog},
title = {Social Processes: Self-Supervised Forecasting of Nonverbal Cues in
Social Conversations},
journal = {CoRR},
volume = {abs/2107.13576},
year = {2021},
url = {https://arxiv.org/abs/2107.13576},
eprinttype = {arXiv},
eprint = {2107.13576},
timestamp = {Tue, 03 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-13576.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/AnandWLG20,
author = {Kanav Anand and
Ziqi Wang and
Marco Loog and
Jan van Gemert},
title = {Black Magic in Deep Learning: How Human Skill Impacts Network Training},
booktitle = {31st British Machine Vision Conference 2020, {BMVC} 2020, Virtual
Event, UK, September 7-10, 2020},
publisher = {{BMVA} Press},
year = {2020},
url = {https://www.bmvc2020-conference.com/assets/papers/0552.pdf},
timestamp = {Wed, 03 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bmvc/AnandWLG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/WangLG20,
author = {Ziqi Wang and
Marco Loog and
Jan van Gemert},
title = {Respecting Domain Relations: Hypothesis Invariance for Domain Generalization},
booktitle = {25th International Conference on Pattern Recognition, {ICPR} 2020,
Virtual Event / Milan, Italy, January 10-15, 2021},
pages = {9756--9763},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICPR48806.2021.9412797},
doi = {10.1109/ICPR48806.2021.9412797},
timestamp = {Wed, 03 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpr/WangLG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/ArnavazFKL20,
author = {Kasra Arnavaz and
Aasa Feragen and
Oswin Krause and
Marco Loog},
title = {Bayesian Active Learning for Maximal Information Gain on Model Parameters},
booktitle = {25th International Conference on Pattern Recognition, {ICPR} 2020,
Virtual Event / Milan, Italy, January 10-15, 2021},
pages = {10524--10531},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICPR48806.2021.9411962},
doi = {10.1109/ICPR48806.2021.9411962},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpr/ArnavazFKL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/MeyVL20,
author = {Alexander Mey and
Tom Julian Viering and
Marco Loog},
editor = {Michael R. Berthold and
Ad Feelders and
Georg Krempl},
title = {A Distribution Dependent and Independent Complexity Analysis of Manifold
Regularization},
booktitle = {Advances in Intelligent Data Analysis {XVIII} - 18th International
Symposium on Intelligent Data Analysis, {IDA} 2020, Konstanz, Germany,
April 27-29, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12080},
pages = {326--338},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-44584-3\_26},
doi = {10.1007/978-3-030-44584-3\_26},
timestamp = {Fri, 14 May 2021 08:34:13 +0200},
biburl = {https://dblp.org/rec/conf/ida/MeyVL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/VieringML20,
author = {Tom Julian Viering and
Alexander Mey and
Marco Loog},
editor = {Michael R. Berthold and
Ad Feelders and
Georg Krempl},
title = {Making Learners (More) Monotone},
booktitle = {Advances in Intelligent Data Analysis {XVIII} - 18th International
Symposium on Intelligent Data Analysis, {IDA} 2020, Konstanz, Germany,
April 27-29, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12080},
pages = {535--547},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-44584-3\_42},
doi = {10.1007/978-3-030-44584-3\_42},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/VieringML20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sspr/KouwL20,
author = {Wouter M. Kouw and
Marco Loog},
editor = {Andrea Torsello and
Luca Rossi and
Marcello Pelillo and
Battista Biggio and
Antonio Robles{-}Kelly},
title = {Target Robust Discriminant Analysis},
booktitle = {Structural, Syntactic, and Statistical Pattern Recognition - Joint
{IAPR} International Workshops, {S+SSPR} 2020, Padua, Italy, January
21-22, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12644},
pages = {3--13},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-73973-7\_1},
doi = {10.1007/978-3-030-73973-7\_1},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sspr/KouwL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/KugelgenMLS20,
author = {Julius von K{\"{u}}gelgen and
Alexander Mey and
Marco Loog and
Bernhard Sch{\"{o}}lkopf},
editor = {Ryan P. Adams and
Vibhav Gogate},
title = {Semi-supervised learning, causality, and the conditional cluster assumption},
booktitle = {Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2020, virtual online, August 3-6, 2020},
series = {Proceedings of Machine Learning Research},
volume = {124},
pages = {1--10},
publisher = {{AUAI} Press},
year = {2020},
url = {http://proceedings.mlr.press/v124/kugelgen20a.html},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/KugelgenMLS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-04328,
author = {Marco Loog and
Tom J. Viering and
Alexander Mey and
Jesse H. Krijthe and
David M. J. Tax},
title = {A Brief Prehistory of Double Descent},
journal = {CoRR},
volume = {abs/2004.04328},
year = {2020},
url = {https://arxiv.org/abs/2004.04328},
eprinttype = {arXiv},
eprint = {2004.04328},
timestamp = {Tue, 14 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-04328.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-05981,
author = {Kanav Anand and
Ziqi Wang and
Marco Loog and
Jan van Gemert},
title = {Black Magic in Deep Learning: How Human Skill Impacts Network Training},
journal = {CoRR},
volume = {abs/2008.05981},
year = {2020},
url = {https://arxiv.org/abs/2008.05981},
eprinttype = {arXiv},
eprint = {2008.05981},
timestamp = {Wed, 03 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-05981.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-07591,
author = {Ziqi Wang and
Marco Loog and
Jan van Gemert},
title = {Respecting Domain Relations: Hypothesis Invariance for Domain Generalization},
journal = {CoRR},
volume = {abs/2010.07591},
year = {2020},
url = {https://arxiv.org/abs/2010.07591},
eprinttype = {arXiv},
eprint = {2010.07591},
timestamp = {Wed, 03 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-07591.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-01172,
author = {Burak Yildiz and
Hayley Hung and
Jesse H. Krijthe and
Cynthia C. S. Liem and
Marco Loog and
Gosia Migut and
Frans A. Oliehoek and
Annibale Panichella and
Przemyslaw Pawelczak and
Stjepan Picek and
Mathijs de Weerdt and
Jan van Gemert},
title = {ReproducedPapers.org: Openly teaching and structuring machine learning
reproducibility},
journal = {CoRR},
volume = {abs/2012.01172},
year = {2020},
url = {https://arxiv.org/abs/2012.01172},
eprinttype = {arXiv},
eprint = {2012.01172},
timestamp = {Fri, 04 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-01172.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/MourraguiLWRW19,
author = {Soufiane Mourragui and
Marco Loog and
Mark A. van de Wiel and
Marcel J. T. Reinders and
Lodewyk F. A. Wessels},
title = {{PRECISE:} a domain adaptation approach to transfer predictors of
drug response from pre-clinical models to tumors},
journal = {Bioinform.},
volume = {35},
number = {14},
pages = {i510--i519},
year = {2019},
url = {https://doi.org/10.1093/bioinformatics/btz372},
doi = {10.1093/BIOINFORMATICS/BTZ372},
timestamp = {Sat, 30 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/MourraguiLWRW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/VieringKL19,
author = {Tom J. Viering and
Jesse H. Krijthe and
Marco Loog},
title = {Nuclear discrepancy for single-shot batch active learning},
journal = {Mach. Learn.},
volume = {108},
number = {8-9},
pages = {1561--1599},
year = {2019},
url = {https://doi.org/10.1007/s10994-019-05817-y},
doi = {10.1007/S10994-019-05817-Y},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/VieringKL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mva/ZengLL19,
author = {Yuan Zeng and
Jan C. A. van der Lubbe and
Marco Loog},
title = {Multi-scale convolutional neural network for pixel-wise reconstruction
of Van Gogh's drawings},
journal = {Mach. Vis. Appl.},
volume = {30},
number = {7-8},
pages = {1229--1241},
year = {2019},
url = {https://doi.org/10.1007/s00138-019-01047-3},
doi = {10.1007/S00138-019-01047-3},
timestamp = {Sat, 12 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mva/ZengLL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/YangL19a,
author = {Yazhou Yang and
Marco Loog},
title = {Single shot active learning using pseudo annotators},
journal = {Pattern Recognit.},
volume = {89},
pages = {22--31},
year = {2019},
url = {https://doi.org/10.1016/j.patcog.2018.12.027},
doi = {10.1016/J.PATCOG.2018.12.027},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/YangL19a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/BottarelliL19,
author = {Lorenzo Bottarelli and
Marco Loog},
title = {Gaussian process variance reduction by location selection},
journal = {Pattern Recognit. Lett.},
volume = {125},
pages = {727--734},
year = {2019},
url = {https://doi.org/10.1016/j.patrec.2019.07.013},
doi = {10.1016/J.PATREC.2019.07.013},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/BottarelliL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/MensiBLLT19,
author = {Antonella Mensi and
Manuele Bicego and
Pietro Lovato and
Marco Loog and
David M. J. Tax},
title = {A dissimilarity-based multiple instance learning approach for protein
remote homology detection},
journal = {Pattern Recognit. Lett.},
volume = {128},
pages = {231--236},
year = {2019},
url = {https://doi.org/10.1016/j.patrec.2019.08.027},
doi = {10.1016/J.PATREC.2019.08.027},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/prl/MensiBLLT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KugelgenML19,
author = {Julius von K{\"{u}}gelgen and
Alexander Mey and
Marco Loog},
editor = {Kamalika Chaudhuri and
Masashi Sugiyama},
title = {Semi-Generative Modelling: Covariate-Shift Adaptation with Cause and
Effect Features},
booktitle = {The 22nd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2019, 16-18 April 2019, Naha, Okinawa, Japan},
series = {Proceedings of Machine Learning Research},
volume = {89},
pages = {1361--1369},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v89/kugelgen19a.html},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/KugelgenML19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/VieringML19,
author = {Tom J. Viering and
Alexander Mey and
Marco Loog},
editor = {Alina Beygelzimer and
Daniel Hsu},
title = {Open Problem: Monotonicity of Learning},
booktitle = {Conference on Learning Theory, {COLT} 2019, 25-28 June 2019, Phoenix,
AZ, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {99},
pages = {3198--3201},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v99/viering19a.html},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/VieringML19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/KouwLBM19,
author = {Wouter M. Kouw and
Marco Loog and
Lambertus W. Bartels and
Adri{\"{e}}nne M. Mendrik},
title = {Learning An Mr Acquisition-Invariant Representation Using Siamese
Neural Networks},
booktitle = {16th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2019, Venice, Italy, April 8-11, 2019},
pages = {364--367},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ISBI.2019.8759281},
doi = {10.1109/ISBI.2019.8759281},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/KouwLBM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/KouwKL19,
author = {Wouter M. Kouw and
Jesse H. Krijthe and
Marco Loog},
title = {Robust Importance-Weighted Cross-Validation Under Sample Selection
Bias},
booktitle = {29th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2019, Pittsburgh, PA, USA, October 13-16, 2019},
pages = {1--6},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/MLSP.2019.8918731},
doi = {10.1109/MLSP.2019.8918731},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlsp/KouwKL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LoogVM19,
author = {Marco Loog and
Tom J. Viering and
Alexander Mey},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Minimizers of the Empirical Risk and Risk Monotonicity},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {7476--7485},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/0f9cafd014db7a619ddb4276af0d692c-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/LoogVM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/stm/SheikhalishahiN19,
author = {Mina Sheikhalishahi and
Majid Nateghizad and
Fabio Martinelli and
Zekeriya Erkin and
Marco Loog},
editor = {Sjouke Mauw and
Mauro Conti},
title = {On the Statistical Detection of Adversarial Instances over Encrypted
Data},
booktitle = {Security and Trust Management - 15th International Workshop, {STM}
2019, Luxembourg City, Luxembourg, September 26-27, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11738},
pages = {71--88},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-31511-5\_5},
doi = {10.1007/978-3-030-31511-5\_5},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/stm/SheikhalishahiN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-05335,
author = {Wouter M. Kouw and
Marco Loog},
title = {A review of single-source unsupervised domain adaptation},
journal = {CoRR},
volume = {abs/1901.05335},
year = {2019},
url = {http://arxiv.org/abs/1901.05335},
eprinttype = {arXiv},
eprint = {1901.05335},
timestamp = {Fri, 01 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-05335.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-12081,
author = {Julius von K{\"{u}}gelgen and
Marco Loog and
Alexander Mey and
Bernhard Sch{\"{o}}lkopf},
title = {Semi-Supervised Learning, Causality and the Conditional Cluster Assumption},
journal = {CoRR},
volume = {abs/1905.12081},
year = {2019},
url = {http://arxiv.org/abs/1905.12081},
eprinttype = {arXiv},
eprint = {1905.12081},
timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-12081.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-06100,
author = {Alexander Mey and
Tom J. Viering and
Marco Loog},
title = {A Distribution Dependent and Independent Complexity Analysis of Manifold
Regularization},
journal = {CoRR},
volume = {abs/1906.06100},
year = {2019},
url = {http://arxiv.org/abs/1906.06100},
eprinttype = {arXiv},
eprint = {1906.06100},
timestamp = {Mon, 24 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-06100.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-05476,
author = {Marco Loog and
Tom J. Viering and
Alexander Mey},
title = {Minimizers of the Empirical Risk and Risk Monotonicity},
journal = {CoRR},
volume = {abs/1907.05476},
year = {2019},
url = {http://arxiv.org/abs/1907.05476},
eprinttype = {arXiv},
eprint = {1907.05476},
timestamp = {Wed, 17 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-05476.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-10901,
author = {Tom J. Viering and
Ziqi Wang and
Marco Loog and
Elmar Eisemann},
title = {How to Manipulate CNNs to Make Them Lie: the GradCAM Case},
journal = {CoRR},
volume = {abs/1907.10901},
year = {2019},
url = {http://arxiv.org/abs/1907.10901},
eprinttype = {arXiv},
eprint = {1907.10901},
timestamp = {Wed, 03 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-10901.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-09574,
author = {Alexander Mey and
Marco Loog},
title = {Improvability Through Semi-Supervised Learning: {A} Survey of Theoretical
Results},
journal = {CoRR},
volume = {abs/1908.09574},
year = {2019},
url = {http://arxiv.org/abs/1908.09574},
eprinttype = {arXiv},
eprint = {1908.09574},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-09574.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-11823,
author = {Alexander Mey and
Marco Loog},
title = {Consistency and Finite Sample Behavior of Binary Class Probability
Estimation},
journal = {CoRR},
volume = {abs/1908.11823},
year = {2019},
url = {http://arxiv.org/abs/1908.11823},
eprinttype = {arXiv},
eprint = {1908.11823},
timestamp = {Wed, 04 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-11823.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-11030,
author = {Tom J. Viering and
Alexander Mey and
Marco Loog},
title = {Making Learners (More) Monotone},
journal = {CoRR},
volume = {abs/1911.11030},
year = {2019},
url = {http://arxiv.org/abs/1911.11030},
eprinttype = {arXiv},
eprint = {1911.11030},
timestamp = {Tue, 03 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-11030.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/BekkersLRD18,
author = {Erik J. Bekkers and
Marco Loog and
Bart M. ter Haar Romeny and
Remco Duits},
title = {Template Matching via Densities on the Roto-Translation Group},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {40},
number = {2},
pages = {452--466},
year = {2018},
url = {https://doi.org/10.1109/TPAMI.2017.2652452},
doi = {10.1109/TPAMI.2017.2652452},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/BekkersLRD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/YangL18,
author = {Yazhou Yang and
Marco Loog},
title = {A variance maximization criterion for active learning},
journal = {Pattern Recognit.},
volume = {78},
pages = {358--370},
year = {2018},
url = {https://doi.org/10.1016/j.patcog.2018.01.017},
doi = {10.1016/J.PATCOG.2018.01.017},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/YangL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/YangL18a,
author = {Yazhou Yang and
Marco Loog},
title = {A benchmark and comparison of active learning for logistic regression},
journal = {Pattern Recognit.},
volume = {83},
pages = {401--415},
year = {2018},
url = {https://doi.org/10.1016/j.patcog.2018.06.004},
doi = {10.1016/J.PATCOG.2018.06.004},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/YangL18a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/KouwL18,
author = {Wouter M. Kouw and
Marco Loog},
title = {Effects of sampling skewness of the importance-weighted risk estimator
on model selection},
booktitle = {24th International Conference on Pattern Recognition, {ICPR} 2018,
Beijing, China, August 20-24, 2018},
pages = {1468--1473},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ICPR.2018.8546186},
doi = {10.1109/ICPR.2018.8546186},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/KouwL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miip/StralenZWSL18,
author = {Marijn van Stralen and
Y. Zhou and
P. J. Wozny and
Peter R. Seevinck and
Marco Loog},
editor = {Elsa D. Angelini and
Bennett A. Landman},
title = {Contextual loss functions for optimization of convolutional neural
networks generating pseudo CTs from {MRI}},
booktitle = {Medical Imaging 2018: Image Processing, Houston, Texas, United States,
10-15 February 2018},
series = {{SPIE} Proceedings},
volume = {10574},
pages = {105741N},
publisher = {{SPIE}},
year = {2018},
url = {https://doi.org/10.1117/12.2293749},
doi = {10.1117/12.2293749},
timestamp = {Tue, 06 Mar 2018 10:23:57 +0100},
biburl = {https://dblp.org/rec/conf/miip/StralenZWSL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KrijtheL18,
author = {Jesse H. Krijthe and
Marco Loog},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {The Pessimistic Limits and Possibilities of Margin-based Losses in
Semi-supervised Learning},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {1795--1804},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/b6a1085a27ab7bff7550f8a3bd017df8-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/KrijtheL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sspr/MensiBLLT18,
author = {Antonella Mensi and
Manuele Bicego and
Pietro Lovato and
Marco Loog and
David M. J. Tax},
editor = {Xiao Bai and
Edwin R. Hancock and
Tin Kam Ho and
Richard C. Wilson and
Battista Biggio and
Antonio Robles{-}Kelly},
title = {Protein Remote Homology Detection Using Dissimilarity-Based Multiple
Instance Learning},
booktitle = {Structural, Syntactic, and Statistical Pattern Recognition - Joint
{IAPR} International Workshop, {S+SSPR} 2018, Beijing, China, August
17-19, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11004},
pages = {119--129},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-97785-0\_12},
doi = {10.1007/978-3-319-97785-0\_12},
timestamp = {Mon, 26 Jun 2023 20:47:53 +0200},
biburl = {https://dblp.org/rec/conf/sspr/MensiBLLT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sspr/BottarelliL18,
author = {Lorenzo Bottarelli and
Marco Loog},
editor = {Xiao Bai and
Edwin R. Hancock and
Tin Kam Ho and
Richard C. Wilson and
Battista Biggio and
Antonio Robles{-}Kelly},
title = {Gradient Descent for Gaussian Processes Variance Reduction},
booktitle = {Structural, Syntactic, and Statistical Pattern Recognition - Joint
{IAPR} International Workshop, {S+SSPR} 2018, Beijing, China, August
17-19, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11004},
pages = {160--169},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-97785-0\_16},
doi = {10.1007/978-3-319-97785-0\_16},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sspr/BottarelliL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-07344,
author = {Wouter M. Kouw and
Marco Loog},
title = {Effects of sampling skewness of the importance-weighted risk estimator
on model selection},
journal = {CoRR},
volume = {abs/1804.07344},
year = {2018},
url = {http://arxiv.org/abs/1804.07344},
eprinttype = {arXiv},
eprint = {1804.07344},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-07344.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-06660,
author = {Yazhou Yang and
Marco Loog},
title = {Single Shot Active Learning using Pseudo Annotators},
journal = {CoRR},
volume = {abs/1805.06660},
year = {2018},
url = {http://arxiv.org/abs/1805.06660},
eprinttype = {arXiv},
eprint = {1805.06660},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-06660.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-09463,
author = {Wouter M. Kouw and
Marco Loog},
title = {Target Contrastive Pessimistic Discriminant Analysis},
journal = {CoRR},
volume = {abs/1806.09463},
year = {2018},
url = {http://arxiv.org/abs/1806.09463},
eprinttype = {arXiv},
eprint = {1806.09463},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-09463.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-07879,
author = {Julius von K{\"{u}}gelgen and
Alexander Mey and
Marco Loog},
title = {Semi-Generative Modelling: Domain Adaptation with Cause and Effect
Features},
journal = {CoRR},
volume = {abs/1807.07879},
year = {2018},
url = {http://arxiv.org/abs/1807.07879},
eprinttype = {arXiv},
eprint = {1807.07879},
timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-07879.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-09271,
author = {Lex Razoux Schultz and
Marco Loog and
Peyman Mohajerin Esfahani},
title = {Distance Based Source Domain Selection for Sentiment Classification},
journal = {CoRR},
volume = {abs/1808.09271},
year = {2018},
url = {http://arxiv.org/abs/1808.09271},
eprinttype = {arXiv},
eprint = {1808.09271},
timestamp = {Mon, 03 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-09271.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-07430,
author = {Wouter M. Kouw and
Marco Loog and
Wilbert Bartels and
Adri{\"{e}}nne M. Mendrik},
title = {Learning an {MR} acquisition-invariant representation using Siamese
neural networks},
journal = {CoRR},
volume = {abs/1810.07430},
year = {2018},
url = {http://arxiv.org/abs/1810.07430},
eprinttype = {arXiv},
eprint = {1810.07430},
timestamp = {Tue, 30 Oct 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-07430.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KrijtheL17,
author = {Jesse H. Krijthe and
Marco Loog},
title = {Projected estimators for robust semi-supervised classification},
journal = {Mach. Learn.},
volume = {106},
number = {7},
pages = {993--1008},
year = {2017},
url = {https://doi.org/10.1007/s10994-017-5626-8},
doi = {10.1007/S10994-017-5626-8},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/KrijtheL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/KrijtheL17,
author = {Jesse H. Krijthe and
Marco Loog},
title = {Robust semi-supervised least squares classification by implicit constraints},
journal = {Pattern Recognit.},
volume = {63},
pages = {115--126},
year = {2017},
url = {https://doi.org/10.1016/j.patcog.2016.09.009},
doi = {10.1016/J.PATCOG.2016.09.009},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/KrijtheL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/WuBLRZ17,
author = {Jianxin Wu and
Xiang Bai and
Marco Loog and
Fabio Roli and
Zhi{-}Hua Zhou},
title = {Editorial of the Special Issue on Multi-instance Learning in Pattern
Recognition and Vision},
journal = {Pattern Recognit.},
volume = {71},
pages = {444--445},
year = {2017},
url = {https://doi.org/10.1016/j.patcog.2017.05.026},
doi = {10.1016/J.PATCOG.2017.05.026},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/WuBLRZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/GudiRLG17,
author = {Amogh Gudi and
Nicolai van Rosmalen and
Marco Loog and
Jan C. van Gemert},
title = {Object-Extent Pooling for Weakly Supervised Single-Shot Localization},
booktitle = {British Machine Vision Conference 2017, {BMVC} 2017, London, UK, September
4-7, 2017},
publisher = {{BMVA} Press},
year = {2017},
url = {https://www.dropbox.com/s/u6qbqaxn9ivspzl/0078.pdf},
timestamp = {Fri, 08 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bmvc/GudiRLG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/LoogL17,
author = {Marco Loog and
Fran{\c{c}}ois Lauze},
title = {Supervised Scale-Regularized Linear Convolutionary Filters},
booktitle = {British Machine Vision Conference 2017, {BMVC} 2017, London, UK, September
4-7, 2017},
publisher = {{BMVA} Press},
year = {2017},
url = {https://www.dropbox.com/s/k6428wve9kgaocv/0749.pdf},
timestamp = {Fri, 08 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bmvc/LoogL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YangL17,
author = {Yazhou Yang and
Marco Loog},
title = {Active Learning Using Uncertainty Information},
journal = {CoRR},
volume = {abs/1702.08540},
year = {2017},
url = {http://arxiv.org/abs/1702.08540},
eprinttype = {arXiv},
eprint = {1702.08540},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YangL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/CheplyginaSTPLB17,
author = {Veronika Cheplygina and
Lauge S{\o}rensen and
David M. J. Tax and
Jesper Holst Pedersen and
Marco Loog and
Marleen de Bruijne},
title = {Classification of {COPD} with Multiple Instance Learning},
journal = {CoRR},
volume = {abs/1703.04980},
year = {2017},
url = {http://arxiv.org/abs/1703.04980},
eprinttype = {arXiv},
eprint = {1703.04980},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/CheplyginaSTPLB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/CheplyginaSTBL17,
author = {Veronika Cheplygina and
Lauge S{\o}rensen and
David M. J. Tax and
Marleen de Bruijne and
Marco Loog},
title = {Label Stability in Multiple Instance Learning},
journal = {CoRR},
volume = {abs/1703.04986},
year = {2017},
url = {http://arxiv.org/abs/1703.04986},
eprinttype = {arXiv},
eprint = {1703.04986},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/CheplyginaSTBL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/VieringKL17,
author = {Tom J. Viering and
Jesse H. Krijthe and
Marco Loog},
title = {Nuclear Discrepancy for Active Learning},
journal = {CoRR},
volume = {abs/1706.02645},
year = {2017},
url = {http://arxiv.org/abs/1706.02645},
eprinttype = {arXiv},
eprint = {1706.02645},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/VieringKL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YangL17a,
author = {Yazhou Yang and
Marco Loog},
title = {A Variance Maximization Criterion for Active Learning},
journal = {CoRR},
volume = {abs/1706.07642},
year = {2017},
url = {http://arxiv.org/abs/1706.07642},
eprinttype = {arXiv},
eprint = {1706.07642},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YangL17a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KouwL17,
author = {Wouter M. Kouw and
Marco Loog},
title = {Target contrastive pessimistic risk for robust domain adaptation},
journal = {CoRR},
volume = {abs/1706.08082},
year = {2017},
url = {http://arxiv.org/abs/1706.08082},
eprinttype = {arXiv},
eprint = {1706.08082},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KouwL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LoogL17,
author = {Marco Loog and
Fran{\c{c}}ois Lauze},
title = {Scale-Regularized Filter Learning},
journal = {CoRR},
volume = {abs/1707.02813},
year = {2017},
url = {http://arxiv.org/abs/1707.02813},
eprinttype = {arXiv},
eprint = {1707.02813},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LoogL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LoogKJ17,
author = {Marco Loog and
Jesse H. Krijthe and
Are Charles Jensen},
title = {On Measuring and Quantifying Performance: Error Rates, Surrogate Loss,
and an Example in {SSL}},
journal = {CoRR},
volume = {abs/1707.04025},
year = {2017},
url = {http://arxiv.org/abs/1707.04025},
eprinttype = {arXiv},
eprint = {1707.04025},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LoogKJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GudiRLG17,
author = {Amogh Gudi and
Nicolai van Rosmalen and
Marco Loog and
Jan C. van Gemert},
title = {Object-Extent Pooling for Weakly Supervised Single-Shot Localization},
journal = {CoRR},
volume = {abs/1707.06180},
year = {2017},
url = {http://arxiv.org/abs/1707.06180},
eprinttype = {arXiv},
eprint = {1707.06180},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GudiRLG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-07944,
author = {Wouter M. Kouw and
Marco Loog and
Lambertus W. Bartels and
Adri{\"{e}}nne M. Mendrik},
title = {{MR} Acquisition-Invariant Representation Learning},
journal = {CoRR},
volume = {abs/1709.07944},
year = {2017},
url = {http://arxiv.org/abs/1709.07944},
eprinttype = {arXiv},
eprint = {1709.07944},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-07944.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-06514,
author = {Wouter M. Kouw and
Marco Loog},
title = {On reducing sampling variance in covariate shift using control variates},
journal = {CoRR},
volume = {abs/1710.06514},
year = {2017},
url = {http://arxiv.org/abs/1710.06514},
eprinttype = {arXiv},
eprint = {1710.06514},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-06514.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-09230,
author = {Marco Loog},
title = {Supervised Classification: Quite a Brief Overview},
journal = {CoRR},
volume = {abs/1710.09230},
year = {2017},
url = {http://arxiv.org/abs/1710.09230},
eprinttype = {arXiv},
eprint = {1710.09230},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-09230.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KouwMKL16,
author = {Wouter M. Kouw and
Laurens J. P. van der Maaten and
Jesse H. Krijthe and
Marco Loog},
title = {Feature-Level Domain Adaptation},
journal = {J. Mach. Learn. Res.},
volume = {17},
pages = {171:1--171:32},
year = {2016},
url = {http://jmlr.org/papers/v17/15-206.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KouwMKL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/Loog16,
author = {Marco Loog},
title = {Contrastive Pessimistic Likelihood Estimation for Semi-Supervised
Classification},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {38},
number = {3},
pages = {462--475},
year = {2016},
url = {https://doi.org/10.1109/TPAMI.2015.2452921},
doi = {10.1109/TPAMI.2015.2452921},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/Loog16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/CheplyginaTL16,
author = {Veronika Cheplygina and
David M. J. Tax and
Marco Loog},
title = {Dissimilarity-Based Ensembles for Multiple Instance Learning},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {27},
number = {6},
pages = {1379--1391},
year = {2016},
url = {https://doi.org/10.1109/TNNLS.2015.2424254},
doi = {10.1109/TNNLS.2015.2424254},
timestamp = {Mon, 09 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/CheplyginaTL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ciarp/CalanaLDOLR16,
author = {Yenisel Plasencia Calana and
Yan Li and
Robert P. W. Duin and
Mauricio Orozco{-}Alzate and
Marco Loog and
Edel B. Garc{\'{\i}}a Reyes},
editor = {C{\'{e}}sar Armando Beltr{\'{a}}n Casta{\~{n}}{\'{o}}n and
Ingela Nystr{\"{o}}m and
Fazel Famili},
title = {A Compact Representation of Multiscale Dissimilarity Data by Prototype
Selection},
booktitle = {Progress in Pattern Recognition, Image Analysis, Computer Vision,
and Applications - 21st Iberoamerican Congress, {CIARP} 2016, Lima,
Peru, November 8-11, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10125},
pages = {150--157},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-52277-7\_19},
doi = {10.1007/978-3-319-52277-7\_19},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ciarp/CalanaLDOLR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/euromed/ZengTLL16,
author = {Yuan Zeng and
Jiexiong Tang and
Jan C. A. van der Lubbe and
Marco Loog},
editor = {Marinos Ioannides and
Eleanor E. Fink and
Antonia I. Moropoulou and
Monika Hagedorn{-}Saupe and
Antonella Fresa and
Gunnar Liest{\o}l and
Vlatka Rajcic and
Pierre Grussenmeyer},
title = {Learning Algorithms for Digital Reconstruction of Van Gogh's Drawings},
booktitle = {Digital Heritage. Progress in Cultural Heritage: Documentation, Preservation,
and Protection - 6th International Conference, EuroMed 2016, Nicosia,
Cyprus, October 31 - November 5, 2016, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {10058},
pages = {322--333},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-48496-9\_26},
doi = {10.1007/978-3-319-48496-9\_26},
timestamp = {Thu, 20 Aug 2020 08:51:36 +0200},
biburl = {https://dblp.org/rec/conf/euromed/ZengTLL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/KrijtheL16,
author = {Jesse H. Krijthe and
Marco Loog},
editor = {Bertrand Kerautret and
Miguel Colom and
Pascal Monasse},
title = {Reproducible Pattern Recognition Research: The Case of Optimistic
{SSL}},
booktitle = {Reproducible Research in Pattern Recognition - First International
Workshop, RRPR@ICPR 2016, Canc{\'{u}}n, Mexico, December 4, 2016,
Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10214},
pages = {48--59},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-56414-2\_4},
doi = {10.1007/978-3-319-56414-2\_4},
timestamp = {Tue, 14 May 2019 10:00:40 +0200},
biburl = {https://dblp.org/rec/conf/icpr/KrijtheL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/LoogY16,
author = {Marco Loog and
Yazhou Yang},
title = {An empirical investigation into the inconsistency of sequential active
learning},
booktitle = {23rd International Conference on Pattern Recognition, {ICPR} 2016,
Canc{\'{u}}n, Mexico, December 4-8, 2016},
pages = {210--215},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ICPR.2016.7899635},
doi = {10.1109/ICPR.2016.7899635},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icpr/LoogY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/KouwL16,
author = {Wouter M. Kouw and
Marco Loog},
title = {On regularization parameter estimation under covariate shift},
booktitle = {23rd International Conference on Pattern Recognition, {ICPR} 2016,
Canc{\'{u}}n, Mexico, December 4-8, 2016},
pages = {426--431},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ICPR.2016.7899671},
doi = {10.1109/ICPR.2016.7899671},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/KouwL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/BicegoL16,
author = {Manuele Bicego and
Marco Loog},
title = {Weighted K-Nearest Neighbor revisited},
booktitle = {23rd International Conference on Pattern Recognition, {ICPR} 2016,
Canc{\'{u}}n, Mexico, December 4-8, 2016},
pages = {1642--1647},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ICPR.2016.7899872},
doi = {10.1109/ICPR.2016.7899872},
timestamp = {Wed, 24 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpr/BicegoL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/KrijtheL16a,
author = {Jesse H. Krijthe and
Marco Loog},
title = {Optimistic semi-supervised least squares classification},
booktitle = {23rd International Conference on Pattern Recognition, {ICPR} 2016,
Canc{\'{u}}n, Mexico, December 4-8, 2016},
pages = {1677--1682},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ICPR.2016.7899877},
doi = {10.1109/ICPR.2016.7899877},
timestamp = {Wed, 24 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpr/KrijtheL16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/MeyL16,
author = {Alexander Mey and
Marco Loog},
title = {A soft-labeled self-training approach},
booktitle = {23rd International Conference on Pattern Recognition, {ICPR} 2016,
Canc{\'{u}}n, Mexico, December 4-8, 2016},
pages = {2604--2609},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ICPR.2016.7900028},
doi = {10.1109/ICPR.2016.7900028},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpr/MeyL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/YangL16,
author = {Yazhou Yang and
Marco Loog},
title = {Active learning using uncertainty information},
booktitle = {23rd International Conference on Pattern Recognition, {ICPR} 2016,
Canc{\'{u}}n, Mexico, December 4-8, 2016},
pages = {2646--2651},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ICPR.2016.7900034},
doi = {10.1109/ICPR.2016.7900034},
timestamp = {Wed, 24 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpr/YangL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sspr/KrijtheL16,
author = {Jesse H. Krijthe and
Marco Loog},
editor = {Antonio Robles{-}Kelly and
Marco Loog and
Battista Biggio and
Francisco Escolano and
Richard C. Wilson},
title = {The Peaking Phenomenon in Semi-supervised Learning},
booktitle = {Structural, Syntactic, and Statistical Pattern Recognition - Joint
{IAPR} International Workshop, {S+SSPR} 2016, M{\'{e}}rida, Mexico,
November 29 - December 2, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10029},
pages = {299--309},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-49055-7\_27},
doi = {10.1007/978-3-319-49055-7\_27},
timestamp = {Tue, 14 May 2019 10:00:36 +0200},
biburl = {https://dblp.org/rec/conf/sspr/KrijtheL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/ws/16/LoogKJ16,
author = {Marco Loog and
Jesse H. Krijthe and
Are Charles Jensen},
editor = {Chi Hau Chen},
title = {On Measuring and Quantifying Performance: error rates, surrogate Loss,
and an Example in Semi-Supervised Learning},
booktitle = {Handbook of Pattern Recognition and Computer Vision, 5th Ed},
pages = {53--68},
publisher = {World Scientific},
year = {2016},
url = {https://doi.org/10.1142/9789814656535\_0003},
doi = {10.1142/9789814656535\_0003},
timestamp = {Thu, 13 Jun 2019 16:31:27 +0200},
biburl = {https://dblp.org/rec/books/ws/16/LoogKJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/miccai/2016labels,
editor = {Gustavo Carneiro and
Diana Mateus and
Lo{\"{\i}}c Peter and
Andrew P. Bradley and
Jo{\~{a}}o Manuel R. S. Tavares and
Vasileios Belagiannis and
Jo{\~{a}}o Paulo Papa and
Jacinto C. Nascimento and
Marco Loog and
Zhi Lu and
Jaime S. Cardoso and
Julien Cornebise},
title = {Deep Learning and Data Labeling for Medical Applications - First International
Workshop, {LABELS} 2016, and Second International Workshop, {DLMIA}
2016, Held in Conjunction with {MICCAI} 2016, Athens, Greece, October
21, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10008},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46976-8},
doi = {10.1007/978-3-319-46976-8},
isbn = {978-3-319-46975-1},
timestamp = {Tue, 18 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/2016labels.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sspr/2016,
editor = {Antonio Robles{-}Kelly and
Marco Loog and
Battista Biggio and
Francisco Escolano and
Richard C. Wilson},
title = {Structural, Syntactic, and Statistical Pattern Recognition - Joint
{IAPR} International Workshop, {S+SSPR} 2016, M{\'{e}}rida, Mexico,
November 29 - December 2, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10029},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-49055-7},
doi = {10.1007/978-3-319-49055-7},
isbn = {978-3-319-49054-0},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sspr/2016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KrijtheL16,
author = {Jesse H. Krijthe and
Marco Loog},
title = {Projected Estimators for Robust Semi-supervised Classification},
journal = {CoRR},
volume = {abs/1602.07865},
year = {2016},
url = {http://arxiv.org/abs/1602.07865},
eprinttype = {arXiv},
eprint = {1602.07865},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KrijtheL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BekkersLRD16,
author = {Erik J. Bekkers and
Marco Loog and
Bart M. ter Haar Romeny and
Remco Duits},
title = {Template Matching on the Roto-Translation Group},
journal = {CoRR},
volume = {abs/1603.03304},
year = {2016},
url = {http://arxiv.org/abs/1603.03304},
eprinttype = {arXiv},
eprint = {1603.03304},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BekkersLRD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KouwL16,
author = {Wouter M. Kouw and
Marco Loog},
title = {On Regularization Parameter Estimation under Covariate Shift},
journal = {CoRR},
volume = {abs/1608.00250},
year = {2016},
url = {http://arxiv.org/abs/1608.00250},
eprinttype = {arXiv},
eprint = {1608.00250},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KouwL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KrijtheL16a,
author = {Jesse H. Krijthe and
Marco Loog},
title = {Optimistic Semi-supervised Least Squares Classification},
journal = {CoRR},
volume = {abs/1610.03713},
year = {2016},
url = {http://arxiv.org/abs/1610.03713},
eprinttype = {arXiv},
eprint = {1610.03713},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KrijtheL16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KrijtheL16b,
author = {Jesse H. Krijthe and
Marco Loog},
title = {The Peaking Phenomenon in Semi-supervised Learning},
journal = {CoRR},
volume = {abs/1610.05160},
year = {2016},
url = {http://arxiv.org/abs/1610.05160},
eprinttype = {arXiv},
eprint = {1610.05160},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KrijtheL16b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KrijtheL16c,
author = {Jesse H. Krijthe and
Marco Loog},
title = {Reproducible Pattern Recognition Research: The Case of Optimistic
{SSL}},
journal = {CoRR},
volume = {abs/1612.08650},
year = {2016},
url = {http://arxiv.org/abs/1612.08650},
eprinttype = {arXiv},
eprint = {1612.08650},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KrijtheL16c.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KrijtheL16d,
author = {Jesse H. Krijthe and
Marco Loog},
title = {The Pessimistic Limits of Margin-based Losses in Semi-supervised Learning},
journal = {CoRR},
volume = {abs/1612.08875},
year = {2016},
url = {http://arxiv.org/abs/1612.08875},
eprinttype = {arXiv},
eprint = {1612.08875},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KrijtheL16d.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/CheplyginaTL15,
author = {Veronika Cheplygina and
David M. J. Tax and
Marco Loog},
title = {Multiple instance learning with bag dissimilarities},
journal = {Pattern Recognit.},
volume = {48},
number = {1},
pages = {264--275},
year = {2015},
url = {https://doi.org/10.1016/j.patcog.2014.07.022},
doi = {10.1016/J.PATCOG.2014.07.022},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/CheplyginaTL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/AlpaydinCLT15,
author = {Ethem Alpaydin and
Veronika Cheplygina and
Marco Loog and
David M. J. Tax},
title = {Single- vs. multiple-instance classification},
journal = {Pattern Recognit.},
volume = {48},
number = {9},
pages = {2831--2838},
year = {2015},
url = {https://doi.org/10.1016/j.patcog.2015.04.006},
doi = {10.1016/J.PATCOG.2015.04.006},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/AlpaydinCLT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/CheplyginaTL15,
author = {Veronika Cheplygina and
David M. J. Tax and
Marco Loog},
title = {On classification with bags, groups and sets},
journal = {Pattern Recognit. Lett.},
volume = {59},
pages = {11--17},
year = {2015},
url = {https://doi.org/10.1016/j.patrec.2015.03.008},
doi = {10.1016/J.PATREC.2015.03.008},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/CheplyginaTL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/LoogJ15,
author = {Marco Loog and
Are Charles Jensen},
title = {Semi-Supervised Nearest Mean Classification Through a Constrained
Log-Likelihood},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {26},
number = {5},
pages = {995--1006},
year = {2015},
url = {https://doi.org/10.1109/TNNLS.2014.2329567},
doi = {10.1109/TNNLS.2014.2329567},
timestamp = {Mon, 09 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/LoogJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/KrijtheL15,
author = {Jesse H. Krijthe and
Marco Loog},
editor = {{\'{E}}lisa Fromont and
Tijl De Bie and
Matthijs van Leeuwen},
title = {Implicitly Constrained Semi-supervised Least Squares Classification},
booktitle = {Advances in Intelligent Data Analysis {XIV} - 14th International Symposium,
{IDA} 2015, Saint Etienne, France, October 22-24, 2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9385},
pages = {158--169},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-24465-5\_14},
doi = {10.1007/978-3-319-24465-5\_14},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/ida/KrijtheL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/CheplyginaSTBL15,
author = {Veronika Cheplygina and
Lauge S{\o}rensen and
David M. J. Tax and
Marleen de Bruijne and
Marco Loog},
editor = {Nassir Navab and
Joachim Hornegger and
William M. Wells III and
Alejandro F. Frangi},
title = {Label Stability in Multiple Instance Learning},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
2015 - 18th International Conference Munich, Germany, October 5-9,
2015, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {9349},
pages = {539--546},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-24553-9\_66},
doi = {10.1007/978-3-319-24553-9\_66},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/miccai/CheplyginaSTBL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/simbad/2015,
editor = {Aasa Feragen and
Marcello Pelillo and
Marco Loog},
title = {Similarity-Based Pattern Recognition - Third International Workshop,
{SIMBAD} 2015, Copenhagen, Denmark, October 12-14, 2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9370},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-24261-3},
doi = {10.1007/978-3-319-24261-3},
isbn = {978-3-319-24260-6},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/simbad/2015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Loog15,
author = {Marco Loog},
title = {Contrastive Pessimistic Likelihood Estimation for Semi-Supervised
Classification},
journal = {CoRR},
volume = {abs/1503.00269},
year = {2015},
url = {http://arxiv.org/abs/1503.00269},
eprinttype = {arXiv},
eprint = {1503.00269},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Loog15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KrijtheL15,
author = {Jesse H. Krijthe and
Marco Loog},
title = {Implicitly Constrained Semi-Supervised Least Squares Classification},
journal = {CoRR},
volume = {abs/1507.06802},
year = {2015},
url = {http://arxiv.org/abs/1507.06802},
eprinttype = {arXiv},
eprint = {1507.06802},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KrijtheL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KouwKLM15,
author = {Wouter M. Kouw and
Jesse H. Krijthe and
Marco Loog and
Laurens J. P. van der Maaten},
title = {Feature-Level Domain Adaptation},
journal = {CoRR},
volume = {abs/1512.04829},
year = {2015},
url = {http://arxiv.org/abs/1512.04829},
eprinttype = {arXiv},
eprint = {1512.04829},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KouwKLM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KrijtheL15a,
author = {Jesse H. Krijthe and
Marco Loog},
title = {Robust Semi-supervised Least Squares Classification by Implicit Constraints},
journal = {CoRR},
volume = {abs/1512.08240},
year = {2015},
url = {http://arxiv.org/abs/1512.08240},
eprinttype = {arXiv},
eprint = {1512.08240},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KrijtheL15a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/SmeelenSTL14,
author = {Menno A. Smeelen and
Piet B. W. Schwering and
Alexander Toet and
Marco Loog},
title = {Semi-hidden target recognition in gated viewer images fused with thermal
{IR} images},
journal = {Inf. Fusion},
volume = {18},
pages = {131--147},
year = {2014},
url = {https://doi.org/10.1016/j.inffus.2013.08.001},
doi = {10.1016/J.INFFUS.2013.08.001},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/inffus/SmeelenSTL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/Loog14,
author = {Marco Loog},
title = {Semi-supervised linear discriminant analysis through moment-constraint
parameter estimation},
journal = {Pattern Recognit. Lett.},
volume = {37},
pages = {24--31},
year = {2014},
url = {https://doi.org/10.1016/j.patrec.2013.03.004},
doi = {10.1016/J.PATREC.2013.03.004},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/Loog14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emmcvpr/BekkersDL14,
author = {Erik J. Bekkers and
Remco Duits and
Marco Loog},
editor = {Xue{-}Cheng Tai and
Egil Bae and
Tony F. Chan and
Marius Lysaker},
title = {Training of Templates for Object Recognition in Invertible Orientation
Scores: Application to Optic Nerve Head Detection in Retinal Images},
booktitle = {Energy Minimization Methods in Computer Vision and Pattern Recognition
- 10th International Conference, {EMMCVPR} 2015, Hong Kong, China,
January 13-16, 2015. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8932},
pages = {464--477},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-14612-6\_34},
doi = {10.1007/978-3-319-14612-6\_34},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emmcvpr/BekkersDL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/CheplyginaSTPLB14,
author = {Veronika Cheplygina and
Lauge S{\o}rensen and
David M. J. Tax and
Jesper Johannes Holst Pedersen and
Marco Loog and
Marleen de Bruijne},
title = {Classification of {COPD} with Multiple Instance Learning},
booktitle = {22nd International Conference on Pattern Recognition, {ICPR} 2014,
Stockholm, Sweden, August 24-28, 2014},
pages = {1508--1513},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ICPR.2014.268},
doi = {10.1109/ICPR.2014.268},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/CheplyginaSTPLB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/KrytheL14,
author = {Jesse H. Krijthe and
Marco Loog},
title = {Implicitly Constrained Semi-supervised Linear Discriminant Analysis},
booktitle = {22nd International Conference on Pattern Recognition, {ICPR} 2014,
Stockholm, Sweden, August 24-28, 2014},
pages = {3762--3767},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ICPR.2014.646},
doi = {10.1109/ICPR.2014.646},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/KrytheL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/CheplyginaTLF14,
author = {Veronika Cheplygina and
David M. J. Tax and
Marco Loog and
Aasa Feragen},
editor = {Guorong Wu and
Daoqiang Zhang and
Luping Zhou},
title = {Network-Guided Group Feature Selection for Classification of Autism
Spectrum Disorder},
booktitle = {Machine Learning in Medical Imaging - 5th International Workshop,
{MLMI} 2014, Held in Conjunction with {MICCAI} 2014, Boston, MA, USA,
September 14, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8679},
pages = {190--197},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-10581-9\_24},
doi = {10.1007/978-3-319-10581-9\_24},
timestamp = {Sun, 02 Jun 2019 21:24:45 +0200},
biburl = {https://dblp.org/rec/conf/miccai/CheplyginaTLF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sspr/DuinBOKL14,
author = {Robert P. W. Duin and
Manuele Bicego and
Mauricio Orozco{-}Alzate and
Sang{-}Woon Kim and
Marco Loog},
editor = {Pasi Fr{\"{a}}nti and
Gavin Brown and
Marco Loog and
Francisco Escolano and
Marcello Pelillo},
title = {Metric Learning in Dissimilarity Space for Improved Nearest Neighbor
Performance},
booktitle = {Structural, Syntactic, and Statistical Pattern Recognition - Joint
{IAPR} International Workshop, {S+SSPR} 2014, Joensuu, Finland, August
20-22, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8621},
pages = {183--192},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-662-44415-3\_19},
doi = {10.1007/978-3-662-44415-3\_19},
timestamp = {Tue, 14 May 2019 10:00:36 +0200},
biburl = {https://dblp.org/rec/conf/sspr/DuinBOKL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sspr/2014,
editor = {Pasi Fr{\"{a}}nti and
Gavin Brown and
Marco Loog and
Francisco Escolano and
Marcello Pelillo},
title = {Structural, Syntactic, and Statistical Pattern Recognition - Joint
{IAPR} International Workshop, {S+SSPR} 2014, Joensuu, Finland, August
20-22, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8621},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-662-44415-3},
doi = {10.1007/978-3-662-44415-3},
isbn = {978-3-662-44414-6},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sspr/2014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/CheplyginaTL14,
author = {Veronika Cheplygina and
David M. J. Tax and
Marco Loog},
title = {Dissimilarity-based Ensembles for Multiple Instance Learning},
journal = {CoRR},
volume = {abs/1402.1349},
year = {2014},
url = {http://arxiv.org/abs/1402.1349},
eprinttype = {arXiv},
eprint = {1402.1349},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/CheplyginaTL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TaxCL14,
author = {David M. J. Tax and
Veronika Cheplygina and
Marco Loog},
title = {Quantile Representation for Indirect Immunofluorescence Image Classification},
journal = {CoRR},
volume = {abs/1402.1371},
year = {2014},
url = {http://arxiv.org/abs/1402.1371},
eprinttype = {arXiv},
eprint = {1402.1371},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TaxCL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/CheplyginaTL14a,
author = {Veronika Cheplygina and
David M. J. Tax and
Marco Loog},
title = {On Classification with Bags, Groups and Sets},
journal = {CoRR},
volume = {abs/1406.0281},
year = {2014},
url = {http://arxiv.org/abs/1406.0281},
eprinttype = {arXiv},
eprint = {1406.0281},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/CheplyginaTL14a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KrijtheL14,
author = {Jesse H. Krijthe and
Marco Loog},
title = {Implicitly Constrained Semi-Supervised Linear Discriminant Analysis},
journal = {CoRR},
volume = {abs/1411.4521},
year = {2014},
url = {http://arxiv.org/abs/1411.4521},
eprinttype = {arXiv},
eprint = {1411.4521},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KrijtheL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcv/BartoliPL13,
author = {Adrien Bartoli and
Daniel Pizarro and
Marco Loog},
title = {Stratified Generalized Procrustes Analysis},
journal = {Int. J. Comput. Vis.},
volume = {101},
number = {2},
pages = {227--253},
year = {2013},
url = {https://doi.org/10.1007/s11263-012-0565-0},
doi = {10.1007/S11263-012-0565-0},
timestamp = {Mon, 14 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijcv/BartoliPL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/LiTDL13,
author = {Yan Li and
David M. J. Tax and
Robert P. W. Duin and
Marco Loog},
title = {Multiple-instance learning as a classifier combining problem},
journal = {Pattern Recognit.},
volume = {46},
number = {3},
pages = {865--874},
year = {2013},
url = {https://doi.org/10.1016/j.patcog.2012.08.018},
doi = {10.1016/J.PATCOG.2012.08.018},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/LiTDL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/DinhDPL13,
author = {Viet Cuong Dinh and
Robert P. W. Duin and
Ignacio Piqueras{-}Salazar and
Marco Loog},
title = {{FIDOS:} {A} generalized Fisher based feature extraction method for
domain shift},
journal = {Pattern Recognit.},
volume = {46},
number = {9},
pages = {2510--2518},
year = {2013},
url = {https://doi.org/10.1016/j.patcog.2013.02.011},
doi = {10.1016/J.PATCOG.2013.02.011},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/DinhDPL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/LeitnerBADLD13,
author = {Raimund Leitner and
Martin De Biasio and
Thomas Arnold and
Viet Cuong Dinh and
Marco Loog and
Robert P. W. Duin},
title = {Multi-spectral video endoscopy system for the detection of cancerous
tissue},
journal = {Pattern Recognit. Lett.},
volume = {34},
number = {1},
pages = {85--93},
year = {2013},
url = {https://doi.org/10.1016/j.patrec.2012.07.020},
doi = {10.1016/J.PATREC.2012.07.020},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/prl/LeitnerBADLD13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/PrasoonILLDN13,
author = {Adhish Prasoon and
Christian Igel and
Marco Loog and
Fran{\c{c}}ois Lauze and
Erik B. Dam and
Mads Nielsen},
title = {Femoral cartilage segmentation in Knee {MRI} scans using two stage
voxel classification},
booktitle = {35th Annual International Conference of the {IEEE} Engineering in
Medicine and Biology Society, {EMBC} 2013, Osaka, Japan, July 3-7,
2013},
pages = {5469--5472},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/EMBC.2013.6610787},
doi = {10.1109/EMBC.2013.6610787},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/embc/PrasoonILLDN13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mcs/CheplyginaTL13,
author = {Veronika Cheplygina and
David M. J. Tax and
Marco Loog},
editor = {Zhi{-}Hua Zhou and
Fabio Roli and
Josef Kittler},
title = {Combining Instance Information to Classify Bags},
booktitle = {Multiple Classifier Systems, 11th International Workshop, {MCS} 2013,
Nanjing, China, May 15-17, 2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7872},
pages = {13--24},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-38067-9\_2},
doi = {10.1007/978-3-642-38067-9\_2},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mcs/CheplyginaTL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mcs/LiTDL13,
author = {Yan Li and
David M. J. Tax and
Robert P. W. Duin and
Marco Loog},
editor = {Zhi{-}Hua Zhou and
Fabio Roli and
Josef Kittler},
title = {The Link between Multiple-Instance Learning and Learning from Only
Positive and Unlabelled Examples},
booktitle = {Multiple Classifier Systems, 11th International Workshop, {MCS} 2013,
Nanjing, China, May 15-17, 2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7872},
pages = {157--166},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-38067-9\_14},
doi = {10.1007/978-3-642-38067-9\_14},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mcs/LiTDL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/prib/GehrmannLRR13,
author = {Thies Gehrmann and
Marco Loog and
Marcel J. T. Reinders and
Dick de Ridder},
editor = {Alioune Ngom and
Enrico Formenti and
Jin{-}Kao Hao and
Xing{-}Ming Zhao and
Twan van Laarhoven},
title = {Conditional Random Fields for Protein Function Prediction},
booktitle = {Pattern Recognition in Bioinformatics - 8th {IAPR} International Conference,
{PRIB} 2013, Nice, France, June 17-20, 2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7986},
pages = {184--195},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-39159-0\_17},
doi = {10.1007/978-3-642-39159-0\_17},
timestamp = {Tue, 14 May 2019 10:00:45 +0200},
biburl = {https://dblp.org/rec/conf/prib/GehrmannLRR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/simbad/CalanaCDROTL13,
author = {Yenisel Plasencia Calana and
Veronika Cheplygina and
Robert P. W. Duin and
Edel B. Garc{\'{\i}}a Reyes and
Mauricio Orozco{-}Alzate and
David M. J. Tax and
Marco Loog},
editor = {Edwin R. Hancock and
Marcello Pelillo},
title = {On the Informativeness of Asymmetric Dissimilarities},
booktitle = {Similarity-Based Pattern Recognition - Second International Workshop,
{SIMBAD} 2013, York, UK, July 3-5, 2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7953},
pages = {75--89},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-39140-8\_5},
doi = {10.1007/978-3-642-39140-8\_5},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/simbad/CalanaCDROTL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/acvpr/DuinPL13,
author = {Robert P. W. Duin and
Elzbieta Pekalska and
Marco Loog},
editor = {Marcello Pelillo},
title = {Non-Euclidean Dissimilarities: Causes, Embedding and Informativeness},
booktitle = {Similarity-Based Pattern Analysis and Recognition},
series = {Advances in Computer Vision and Pattern Recognition},
pages = {13--44},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-1-4471-5628-4\_2},
doi = {10.1007/978-1-4471-5628-4\_2},
timestamp = {Tue, 16 May 2017 14:24:23 +0200},
biburl = {https://dblp.org/rec/series/acvpr/DuinPL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/CheplyginaTL13,
author = {Veronika Cheplygina and
David M. J. Tax and
Marco Loog},
title = {Multiple Instance Learning with Bag Dissimilarities},
journal = {CoRR},
volume = {abs/1309.5643},
year = {2013},
url = {http://arxiv.org/abs/1309.5643},
eprinttype = {arXiv},
eprint = {1309.5643},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/CheplyginaTL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijprai/LeeCTLD12,
author = {Wan{-}Jui Lee and
Veronika Cheplygina and
David M. J. Tax and
Marco Loog and
Robert P. W. Duin},
title = {Bridging Structure and Feature Representations in Graph Matching},
journal = {Int. J. Pattern Recognit. Artif. Intell.},
volume = {26},
number = {5},
year = {2012},
url = {https://doi.org/10.1142/S0218001412600051},
doi = {10.1142/S0218001412600051},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijprai/LeeCTLD12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ivc/LiTL12,
author = {Yan Li and
David M. J. Tax and
Marco Loog},
title = {Scale selection for supervised image segmentation},
journal = {Image Vis. Comput.},
volume = {30},
number = {12},
pages = {991--1003},
year = {2012},
url = {https://doi.org/10.1016/j.imavis.2012.08.010},
doi = {10.1016/J.IMAVIS.2012.08.010},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ivc/LiTL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/KalkanNDL12,
author = {Habil Kalkan and
Marius Nap and
Robert P. W. Duin and
Marco Loog},
title = {Automated classification of local patches in colon histopathology},
booktitle = {Proceedings of the 21st International Conference on Pattern Recognition,
{ICPR} 2012, Tsukuba, Japan, November 11-15, 2012},
pages = {61--64},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://ieeexplore.ieee.org/document/6460072/},
timestamp = {Tue, 10 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpr/KalkanNDL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/DinhLLRD12,
author = {Viet Cuong Dinh and
Marco Loog and
Raimund Leitner and
Olga Rajadell and
Robert P. W. Duin},
title = {Training data selection for cancer detection in multispectral endoscopy
images},
booktitle = {Proceedings of the 21st International Conference on Pattern Recognition,
{ICPR} 2012, Tsukuba, Japan, November 11-15, 2012},
pages = {161--164},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://ieeexplore.ieee.org/document/6460097/},
timestamp = {Tue, 10 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpr/DinhLLRD12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/CheplyginaTL12,
author = {Veronika Cheplygina and
David M. J. Tax and
Marco Loog},
title = {Does one rotten apple spoil the whole barrel?},
booktitle = {Proceedings of the 21st International Conference on Pattern Recognition,
{ICPR} 2012, Tsukuba, Japan, November 11-15, 2012},
pages = {1156--1159},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://ieeexplore.ieee.org/document/6460342/},
timestamp = {Tue, 10 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpr/CheplyginaTL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/ChernoffLN12,
author = {Konstantin Chernoff and
Marco Loog and
Mads Nielsen},
title = {Metric learning by directly minimizing the k-NN training error},
booktitle = {Proceedings of the 21st International Conference on Pattern Recognition,
{ICPR} 2012, Tsukuba, Japan, November 11-15, 2012},
pages = {1265--1268},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://ieeexplore.ieee.org/document/6460369/},
timestamp = {Tue, 10 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpr/ChernoffLN12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/LiL12a,
author = {Yan Li and
Marco Loog},
title = {Scale-invariant sampling for supervised image segmentation},
booktitle = {Proceedings of the 21st International Conference on Pattern Recognition,
{ICPR} 2012, Tsukuba, Japan, November 11-15, 2012},
pages = {1399--1402},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://ieeexplore.ieee.org/document/6460402/},
timestamp = {Tue, 10 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpr/LiL12a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/LiDL12,
author = {Yan Li and
Robert P. W. Duin and
Marco Loog},
title = {Combining multi-scale dissimilarities for image classification},
booktitle = {Proceedings of the 21st International Conference on Pattern Recognition,
{ICPR} 2012, Tsukuba, Japan, November 11-15, 2012},
pages = {1639--1642},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://ieeexplore.ieee.org/document/6460461/},
timestamp = {Tue, 10 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpr/LiDL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/DinhDL12,
author = {Viet Cuong Dinh and
Robert P. W. Duin and
Marco Loog},
title = {A study on semi-supervised dissimilarity representation},
booktitle = {Proceedings of the 21st International Conference on Pattern Recognition,
{ICPR} 2012, Tsukuba, Japan, November 11-15, 2012},
pages = {2861--2864},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://ieeexplore.ieee.org/document/6460762/},
timestamp = {Tue, 10 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpr/DinhDL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/KrijtheHL12,
author = {Jesse H. Krijthe and
Tin Kam Ho and
Marco Loog},
title = {Improving cross-validation based classifier selection using meta-learning},
booktitle = {Proceedings of the 21st International Conference on Pattern Recognition,
{ICPR} 2012, Tsukuba, Japan, November 11-15, 2012},
pages = {2873--2876},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://ieeexplore.ieee.org/document/6460765/},
timestamp = {Tue, 10 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpr/KrijtheHL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/ChenSLILFBN12,
author = {C. Chen and
Lauge S{\o}rensen and
Fran{\c{c}}ois Lauze and
Christian Igel and
Marco Loog and
Aasa Feragen and
Marleen de Bruijne and
Mads Nielsen},
editor = {Bram van Ginneken and
Carol L. Novak},
title = {Towards exaggerated emphysema stereotypes},
booktitle = {Medical Imaging 2012: Computer-Aided Diagnosis, San Diego, California,
United States, 4-9 February 2012},
series = {{SPIE} Proceedings},
volume = {8315},
pages = {83150Q},
publisher = {{SPIE}},
year = {2012},
url = {https://doi.org/10.1117/12.911398},
doi = {10.1117/12.911398},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/micad/ChenSLILFBN12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/KalkanNDL12,
author = {Habil Kalkan and
Marius Nap and
Robert P. W. Duin and
Marco Loog},
editor = {Nicholas Ayache and
Herv{\'{e}} Delingette and
Polina Golland and
Kensaku Mori},
title = {Automated Colorectal Cancer Diagnosis for Whole-Slice Histopathology},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
2012 - 15th International Conference, Nice, France, October 1-5, 2012,
Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {7512},
pages = {550--557},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33454-2\_68},
doi = {10.1007/978-3-642-33454-2\_68},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/KalkanNDL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miip/PrasoonILLDN12,
author = {Adhish Prasoon and
Christian Igel and
Marco Loog and
Fran{\c{c}}ois Lauze and
Erik Dam and
Mads Nielsen},
editor = {David R. Haynor and
S{\'{e}}bastien Ourselin},
title = {Cascaded classifier for large-scale data applied to automatic segmentation
of articular cartilage},
booktitle = {Medical Imaging 2012: Image Processing, San Diego, California, USA,
February 4, 2012},
series = {{SPIE} Proceedings},
volume = {8314},
pages = {83144V},
publisher = {{SPIE}},
year = {2012},
url = {https://doi.org/10.1117/12.910809},
doi = {10.1117/12.910809},
timestamp = {Thu, 15 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miip/PrasoonILLDN12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/Loog12,
author = {Marco Loog},
title = {Nearest neighbor-based importance weighting},
booktitle = {{IEEE} International Workshop on Machine Learning for Signal Processing,
{MLSP} 2012, Santander, Spain, September 23-26, 2012},
pages = {1--6},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/MLSP.2012.6349714},
doi = {10.1109/MLSP.2012.6349714},
timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
biburl = {https://dblp.org/rec/conf/mlsp/Loog12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mmbia/IbbaDL12,
author = {Alessandro Ibba and
Robert P. W. Duin and
Marco Loog},
title = {Supervised localization of cell nuclei on {TMA} images},
booktitle = {2012 {IEEE} Workshop on Mathematical Methods in Biomedical Image Analysis,
{MMBIA} 2012, Breckenridge, CO, USA, January 9-10, 2012},
pages = {4321--4327},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/MMBIA.2012.6164752},
doi = {10.1109/MMBIA.2012.6164752},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/mmbia/IbbaDL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sspr/DuinFLP12,
author = {Robert P. W. Duin and
Ana L. N. Fred and
Marco Loog and
Elzbieta Pekalska},
editor = {Georgy L. Gimel'farb and
Edwin R. Hancock and
Atsushi Imiya and
Arjan Kuijper and
Mineichi Kudo and
Shinichiro Omachi and
Terry Windeatt and
Keiji Yamada},
title = {Mode Seeking Clustering by {KNN} and Mean Shift Evaluated},
booktitle = {Structural, Syntactic, and Statistical Pattern Recognition - Joint
{IAPR} International Workshop, SSPR{\&}SPR 2012, Hiroshima, Japan,
November 7-9, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7626},
pages = {51--59},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-34166-3\_6},
doi = {10.1007/978-3-642-34166-3\_6},
timestamp = {Tue, 14 May 2019 10:00:36 +0200},
biburl = {https://dblp.org/rec/conf/sspr/DuinFLP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sspr/LoogD12,
author = {Marco Loog and
Robert P. W. Duin},
editor = {Georgy L. Gimel'farb and
Edwin R. Hancock and
Atsushi Imiya and
Arjan Kuijper and
Mineichi Kudo and
Shinichiro Omachi and
Terry Windeatt and
Keiji Yamada},
title = {The Dipping Phenomenon},
booktitle = {Structural, Syntactic, and Statistical Pattern Recognition - Joint
{IAPR} International Workshop, SSPR{\&}SPR 2012, Hiroshima, Japan,
November 7-9, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7626},
pages = {310--317},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-34166-3\_34},
doi = {10.1007/978-3-642-34166-3\_34},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sspr/LoogD12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sspr/LoogJ12,
author = {Marco Loog and
Are Charles Jensen},
editor = {Georgy L. Gimel'farb and
Edwin R. Hancock and
Atsushi Imiya and
Arjan Kuijper and
Mineichi Kudo and
Shinichiro Omachi and
Terry Windeatt and
Keiji Yamada},
title = {Constrained Log-Likelihood-Based Semi-supervised Linear Discriminant
Analysis},
booktitle = {Structural, Syntactic, and Statistical Pattern Recognition - Joint
{IAPR} International Workshop, SSPR{\&}SPR 2012, Hiroshima, Japan,
November 7-9, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7626},
pages = {327--335},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-34166-3\_36},
doi = {10.1007/978-3-642-34166-3\_36},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sspr/LoogJ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sspr/CheplyginaTL12,
author = {Veronika Cheplygina and
David M. J. Tax and
Marco Loog},
editor = {Georgy L. Gimel'farb and
Edwin R. Hancock and
Atsushi Imiya and
Arjan Kuijper and
Mineichi Kudo and
Shinichiro Omachi and
Terry Windeatt and
Keiji Yamada},
title = {Class-Dependent Dissimilarity Measures for Multiple Instance Learning},
booktitle = {Structural, Syntactic, and Statistical Pattern Recognition - Joint
{IAPR} International Workshop, SSPR{\&}SPR 2012, Hiroshima, Japan,
November 7-9, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7626},
pages = {602--610},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-34166-3\_66},
doi = {10.1007/978-3-642-34166-3\_66},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sspr/CheplyginaTL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/imst/UlasDCLMBMBCTB11,
author = {Aydin Ulas and
Robert P. W. Duin and
Umberto Castellani and
Marco Loog and
Pasquale Mirtuono and
Manuele Bicego and
Vittorio Murino and
Marcella Bellani and
Stefania Cerruti and
Michele Tansella and
Paolo Brambilla},
title = {Dissimilarity-based detection of schizophrenia},
journal = {Int. J. Imaging Syst. Technol.},
volume = {21},
number = {2},
pages = {179--192},
year = {2011},
url = {https://doi.org/10.1002/ima.20279},
doi = {10.1002/IMA.20279},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/imst/UlasDCLMBMBCTB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ivc/DinhLPLD11,
author = {Viet Cuong Dinh and
Raimund Leitner and
Pavel Pacl{\'{\i}}k and
Marco Loog and
Robert P. W. Duin},
title = {{SEDMI:} Saliency based edge detection in multispectral images},
journal = {Image Vis. Comput.},
volume = {29},
number = {8},
pages = {546--556},
year = {2011},
url = {https://doi.org/10.1016/j.imavis.2011.06.002},
doi = {10.1016/J.IMAVIS.2011.06.002},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ivc/DinhLPLD11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/NiemeijerLAVPG11,
author = {Meindert Niemeijer and
Marco Loog and
Michael D. Abr{\`{a}}moff and
Max A. Viergever and
Mathias Prokop and
Bram van Ginneken},
title = {On Combining Computer-Aided Detection Systems},
journal = {{IEEE} Trans. Medical Imaging},
volume = {30},
number = {2},
pages = {215--223},
year = {2011},
url = {https://doi.org/10.1109/TMI.2010.2072789},
doi = {10.1109/TMI.2010.2072789},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/NiemeijerLAVPG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acpr/ChenLIFLN11,
author = {Chen Chen and
Fran{\c{c}}ois Lauze and
Christian Igel and
Aasa Feragen and
Marco Loog and
Mads Nielsen},
title = {Towards exaggerated image stereotypes},
booktitle = {First Asian Conference on Pattern Recognition, {ACPR} 2011, Beijing,
China, 28-28 November, 2011},
pages = {422--426},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ACPR.2011.6166569},
doi = {10.1109/ACPR.2011.6166569},
timestamp = {Wed, 16 Oct 2019 14:14:56 +0200},
biburl = {https://dblp.org/rec/conf/acpr/ChenLIFLN11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccvw/Loog11,
author = {Marco Loog},
title = {Information theoretic preattentive saliency: {A} closed-form solution},
booktitle = {{IEEE} International Conference on Computer Vision Workshops, {ICCV}
2011 Workshops, Barcelona, Spain, November 6-13, 2011},
pages = {1418--1424},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICCVW.2011.6130417},
doi = {10.1109/ICCVW.2011.6130417},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccvw/Loog11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mcs/LeeDL11,
author = {Wan{-}Jui Lee and
Robert P. W. Duin and
Marco Loog},
editor = {Carlo Sansone and
Josef Kittler and
Fabio Roli},
title = {Generalized Augmentation of Multiple Kernels},
booktitle = {Multiple Classifier Systems - 10th International Workshop, {MCS} 2011,
Naples, Italy, June 15-17, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6713},
pages = {116--125},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-21557-5\_14},
doi = {10.1007/978-3-642-21557-5\_14},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/mcs/LeeDL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/psl/Loog11,
author = {Marco Loog},
editor = {Friedhelm Schwenker and
Edmondo Trentin},
title = {Semi-supervised Linear Discriminant Analysis Using Moment Constraints},
booktitle = {Partially Supervised Learning - First {IAPR} {TC3} Workshop, {PSL}
2011, Ulm, Germany, September 15-16, 2011, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {7081},
pages = {32--41},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-28258-4\_4},
doi = {10.1007/978-3-642-28258-4\_4},
timestamp = {Tue, 14 May 2019 10:00:40 +0200},
biburl = {https://dblp.org/rec/conf/psl/Loog11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/scalespace/LiTL11,
author = {Yan Li and
David M. J. Tax and
Marco Loog},
editor = {Alfred M. Bruckstein and
Bart M. ter Haar Romeny and
Alexander M. Bronstein and
Michael M. Bronstein},
title = {Supervised Scale-Invariant Segmentation (and Detection)},
booktitle = {Scale Space and Variational Methods in Computer Vision - Third International
Conference, {SSVM} 2011, Ein-Gedi, Israel, May 29 - June 2, 2011,
Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {6667},
pages = {350--361},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-24785-9\_30},
doi = {10.1007/978-3-642-24785-9\_30},
timestamp = {Mon, 26 Jun 2023 20:44:34 +0200},
biburl = {https://dblp.org/rec/conf/scalespace/LiTL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/scia/JensenL11,
author = {Are Charles Jensen and
Marco Loog},
editor = {Anders Heyden and
Fredrik Kahl},
title = {Forming Different-Complexity Covariance-Model Subspaces through Piecewise-Constant
Spectra for Hyperspectral Image Classification},
booktitle = {Image Analysis - 17th Scandinavian Conference, {SCIA} 2011, Ystad,
Sweden, May 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6688},
pages = {186--195},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-21227-7\_18},
doi = {10.1007/978-3-642-21227-7\_18},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/scia/JensenL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/simbad/TaxLDCL11,
author = {David M. J. Tax and
Marco Loog and
Robert P. W. Duin and
Veronika Cheplygina and
Wan{-}Jui Lee},
editor = {Marcello Pelillo and
Edwin R. Hancock},
title = {Bag Dissimilarities for Multiple Instance Learning},
booktitle = {Similarity-Based Pattern Recognition - First International Workshop,
{SIMBAD} 2011, Venice, Italy, September 28-30, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7005},
pages = {222--234},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-24471-1\_16},
doi = {10.1007/978-3-642-24471-1\_16},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/simbad/TaxLDCL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tsd/LoniTWTL11,
author = {Babak Loni and
Gijs van Tulder and
Pascal Wiggers and
David M. J. Tax and
Marco Loog},
editor = {Ivan Habernal and
V{\'{a}}clav Matousek},
title = {Question Classification by Weighted Combination of Lexical, Syntactic
and Semantic Features},
booktitle = {Text, Speech and Dialogue - 14th International Conference, {TSD} 2011,
Pilsen, Czech Republic, September 1-5, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6836},
pages = {243--250},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23538-2\_31},
doi = {10.1007/978-3-642-23538-2\_31},
timestamp = {Tue, 14 May 2019 10:00:45 +0200},
biburl = {https://dblp.org/rec/conf/tsd/LoniTWTL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/prib/2011,
editor = {Marco Loog and
Lodewyk F. A. Wessels and
Marcel J. T. Reinders and
Dick de Ridder},
title = {Pattern Recognition in Bioinformatics - 6th {IAPR} International Conference,
{PRIB} 2011, Delft, The Netherlands, November 2-4, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7036},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-24855-9},
doi = {10.1007/978-3-642-24855-9},
isbn = {978-3-642-24854-2},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/prib/2011.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/QaziJLLND10,
author = {Arish A. Qazi and
Dan R. J{\o}rgensen and
Martin Lillholm and
Marco Loog and
Mads Nielsen and
Erik B. Dam},
title = {A framework for optimizing measurement weight maps to minimize the
required sample size},
journal = {Medical Image Anal.},
volume = {14},
number = {3},
pages = {255--264},
year = {2010},
url = {https://doi.org/10.1016/j.media.2010.01.004},
doi = {10.1016/J.MEDIA.2010.01.004},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mia/QaziJLLND10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/LoogL10,
author = {Marco Loog and
Fran{\c{c}}ois Lauze},
title = {The Improbability of Harris Interest Points},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {32},
number = {6},
pages = {1141--1147},
year = {2010},
url = {https://doi.org/10.1109/TPAMI.2010.53},
doi = {10.1109/TPAMI.2010.53},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/LoogL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/JensenLS10,
author = {Are Charles Jensen and
Marco Loog and
Anne H. Schistad Solberg},
title = {Using Multiscale Spectra in Regularizing Covariance Matrices for Hyperspectral
Image Classification},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {48},
number = {4-1},
pages = {1851--1859},
year = {2010},
url = {https://doi.org/10.1109/TGRS.2009.2036842},
doi = {10.1109/TGRS.2009.2036842},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/JensenLS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/SmalLNM10,
author = {Ihor Smal and
Marco Loog and
Wiro J. Niessen and
Erik Meijering},
title = {Quantitative Comparison of Spot Detection Methods in Fluorescence
Microscopy},
journal = {{IEEE} Trans. Medical Imaging},
volume = {29},
number = {2},
pages = {282--301},
year = {2010},
url = {https://doi.org/10.1109/TMI.2009.2025127},
doi = {10.1109/TMI.2009.2025127},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/SmalLNM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/BartoliPL10,
author = {Adrien Bartoli and
Daniel Pizarro and
Marco Loog},
editor = {Fr{\'{e}}d{\'{e}}ric Labrosse and
Reyer Zwiggelaar and
Yonghuai Liu and
Bernie Tiddeman},
title = {Stratified Generalized Procrustes Analysis},
booktitle = {British Machine Vision Conference, {BMVC} 2010, Aberystwyth, UK, August
31 - September 3, 2010. Proceedings},
pages = {1--10},
publisher = {British Machine Vision Association},
year = {2010},
url = {https://doi.org/10.5244/C.24.70},
doi = {10.5244/C.24.70},
timestamp = {Mon, 14 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bmvc/BartoliPL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cogip/LeeDIL10,
author = {Wan{-}Jui Lee and
Robert P. W. Duin and
Alessandro Ibba and
Marco Loog},
title = {An experimental study on combining Euclidean distances},
booktitle = {2nd International Workshop on Cognitive Information Processing, {CIP}
2010, Elba, Italy, 14-16 June, 2010},
pages = {304--309},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/CIP.2010.5604238},
doi = {10.1109/CIP.2010.5604238},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/cogip/LeeDIL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/DuinLPT10,
author = {Robert P. W. Duin and
Marco Loog and
Elzbieta Pekalska and
David M. J. Tax},
editor = {Devrim {\"{U}}nay and
Zehra {\c{C}}ataltepe and
Selim Aksoy},
title = {Feature-Based Dissimilarity Space Classification},
booktitle = {Recognizing Patterns in Signals, Speech, Images and Videos - {ICPR}
2010 Contests, Istanbul, Turkey, August 23-26, 2010, Contest Reports},
series = {Lecture Notes in Computer Science},
volume = {6388},
pages = {46--55},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-17711-8\_5},
doi = {10.1007/978-3-642-17711-8\_5},
timestamp = {Tue, 14 May 2019 10:00:40 +0200},
biburl = {https://dblp.org/rec/conf/icpr/DuinLPT10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/KleinLLHHBLDBN10,
author = {Stefan Klein and
Marco Loog and
Fedde van der Lijn and
Tom den Heijer and
Alexander Hammers and
Marleen de Bruijne and
Aad van der Lugt and
Robert P. W. Duin and
Monique M. B. Breteler and
Wiro J. Niessen},
title = {Early diagnosis of dementia based on intersubject whole-brain dissimilarities},
booktitle = {Proceedings of the 2010 {IEEE} International Symposium on Biomedical
Imaging: From Nano to Macro, Rotterdam, The Netherlands, 14-17 April,
2010},
pages = {249--252},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ISBI.2010.5490366},
doi = {10.1109/ISBI.2010.5490366},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/KleinLLHHBLDBN10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/SorensenLLADDB10,
author = {Lauge S{\o}rensen and
Marco Loog and
Pechin Lo and
Haseem Ashraf and
Asger Dirksen and
Robert P. W. Duin and
Marleen de Bruijne},
editor = {Tianzi Jiang and
Nassir Navab and
Josien P. W. Pluim and
Max A. Viergever},
title = {Image Dissimilarity-Based Quantification of Lung Disease from {CT}},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
2010, 13th International Conference, Beijing, China, September 20-24,
2010, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6361},
pages = {37--44},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15705-9\_5},
doi = {10.1007/978-3-642-15705-9\_5},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/SorensenLLADDB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/GangehSSKBL10,
author = {Mehrdad J. Gangeh and
Lauge S{\o}rensen and
Saher B. Shaker and
Mohamed S. Kamel and
Marleen de Bruijne and
Marco Loog},
editor = {Tianzi Jiang and
Nassir Navab and
Josien P. W. Pluim and
Max A. Viergever},
title = {A Texton-Based Approach for the Classification of Lung Parenchyma
in {CT} Images},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
2010, 13th International Conference, Beijing, China, September 20-24,
2010, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {6363},
pages = {595--602},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15711-0\_74},
doi = {10.1007/978-3-642-15711-0\_74},
timestamp = {Tue, 14 May 2019 10:00:50 +0200},
biburl = {https://dblp.org/rec/conf/miccai/GangehSSKBL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Loog10,
author = {Marco Loog},
editor = {Jos{\'{e}} L. Balc{\'{a}}zar and
Francesco Bonchi and
Aristides Gionis and
Mich{\`{e}}le Sebag},
title = {Constrained Parameter Estimation for Semi-supervised Learning: The
Case of the Nearest Mean Classifier},
booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference,
{ECML} {PKDD} 2010, Barcelona, Spain, September 20-24, 2010, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6322},
pages = {291--304},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15883-4\_19},
doi = {10.1007/978-3-642-15883-4\_19},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/Loog10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sspr/SorensenLTLBD10,
author = {Lauge S{\o}rensen and
Marco Loog and
David M. J. Tax and
Wan{-}Jui Lee and
Marleen de Bruijne and
Robert P. W. Duin},
editor = {Edwin R. Hancock and
Richard C. Wilson and
Terry Windeatt and
Ilkay Ulusoy and
Francisco Escolano},
title = {Dissimilarity-Based Multiple Instance Learning},
booktitle = {Structural, Syntactic, and Statistical Pattern Recognition, Joint
{IAPR} International Workshop, SSPR{\&}SPR 2010, Cesme, Izmir,
Turkey, August 18-20, 2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6218},
pages = {129--138},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-14980-1\_12},
doi = {10.1007/978-3-642-14980-1\_12},
timestamp = {Tue, 14 May 2019 10:00:36 +0200},
biburl = {https://dblp.org/rec/conf/sspr/SorensenLTLBD10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/GanzLBN09,
author = {Melanie Ganz and
Marco Loog and
Sami S. Brandt and
Mads Nielsen},
title = {Dense iterative contextual pixel classification using Kriging},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
Workshops 2009, Miami, FL, USA, 20-25 June, 2009},
pages = {87--93},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/CVPRW.2009.5204055},
doi = {10.1109/CVPRW.2009.5204055},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/GanzLBN09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/SommerTCJBLNL09,
author = {Stefan Sommer and
Aditya Tatu and
Chen Chen and
D. R. Jurgensen and
Marleen de Bruijne and
Marco Loog and
Mads Nielsen and
Fran{\c{c}}ois Lauze},
title = {Bicycle chain shape models},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
Workshops 2009, Miami, FL, USA, 20-25 June, 2009},
pages = {157--163},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/CVPRW.2009.5204053},
doi = {10.1109/CVPRW.2009.5204053},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/SommerTCJBLNL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipmi/LoogB09,
author = {Marco Loog and
Marleen de Bruijne},
editor = {Jerry L. Prince and
Dzung L. Pham and
Kyle J. Myers},
title = {Discriminative Shape Alignment},
booktitle = {Information Processing in Medical Imaging, 21st International Conference,
{IPMI} 2009, Williamsburg, VA, USA, July 5-10, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5636},
pages = {459--466},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-02498-6\_38},
doi = {10.1007/978-3-642-02498-6\_38},
timestamp = {Tue, 14 May 2019 10:00:52 +0200},
biburl = {https://dblp.org/rec/conf/ipmi/LoogB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/SmalLNM09,
author = {Ihor Smal and
Marco Loog and
Wiro J. Niessen and
Erik Meijering},
title = {Quantitative Comparison of Spot Detection Methods in Live-Cell Fluorescence
Microscopy Imaging},
booktitle = {Proceedings of the 2009 {IEEE} International Symposium on Biomedical
Imaging: From Nano to Macro, Boston, MA, USA, June 28 - July 1, 2009},
pages = {1175--1178},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/ISBI.2009.5193268},
doi = {10.1109/ISBI.2009.5193268},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/SmalLNM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mcs/TaxLD09,
author = {David M. J. Tax and
Marco Loog and
Robert P. W. Duin},
editor = {J{\'{o}}n Atli Benediktsson and
Josef Kittler and
Fabio Roli},
title = {Optimal Mean-Precision Classifier},
booktitle = {Multiple Classifier Systems, 8th International Workshop, {MCS} 2009,
Reykjavik, Iceland, June 10-12, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5519},
pages = {72--81},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-02326-2\_8},
doi = {10.1007/978-3-642-02326-2\_8},
timestamp = {Mon, 28 Jun 2021 15:15:00 +0200},
biburl = {https://dblp.org/rec/conf/mcs/TaxLD09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mcs/LoogLT09,
author = {Marco Loog and
Yan Li and
David M. J. Tax},
editor = {J{\'{o}}n Atli Benediktsson and
Josef Kittler and
Fabio Roli},
title = {Maximum Membership Scale Selection},
booktitle = {Multiple Classifier Systems, 8th International Workshop, {MCS} 2009,
Reykjavik, Iceland, June 10-12, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5519},
pages = {468--477},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-02326-2\_47},
doi = {10.1007/978-3-642-02326-2\_47},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mcs/LoogLT09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/LoogWLYWK08,
author = {Marco Loog and
Xiaojun Wu and
Jieping Lu and
Jing{-}Yu Yang and
Shitong Wang and
Josef Kittler},
title = {A note on an extreme case of the generalized optimal discriminant
transformation},
journal = {Neurocomputing},
volume = {72},
number = {1-3},
pages = {664--665},
year = {2008},
url = {https://doi.org/10.1016/j.neucom.2008.05.014},
doi = {10.1016/J.NEUCOM.2008.05.014},
timestamp = {Tue, 06 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/LoogWLYWK08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmiv/MarkussenPL08,
author = {Bo Markussen and
Kim Steenstrup Pedersen and
Marco Loog},
title = {Second Order Structure of Scale-Space Measurements},
journal = {J. Math. Imaging Vis.},
volume = {31},
number = {2-3},
pages = {207--220},
year = {2008},
url = {https://doi.org/10.1007/s10851-008-0080-7},
doi = {10.1007/S10851-008-0080-7},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmiv/MarkussenPL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/Loog08,
author = {Marco Loog},
title = {On Distributional Assumptions and Whitened Cosine Similarities},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {30},
number = {6},
pages = {1114--1115},
year = {2008},
url = {https://doi.org/10.1109/TPAMI.2007.70838},
doi = {10.1109/TPAMI.2007.70838},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/Loog08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/RaundahlLPTN08,
author = {Jakob Raundahl and
Marco Loog and
Paola Pettersen and
L{\'{a}}szl{\'{o}} B. Tank{\'{o}} and
Mads Nielsen},
title = {Automated Effect-Specific Mammographic Pattern Measures},
journal = {{IEEE} Trans. Medical Imaging},
volume = {27},
number = {8},
pages = {1054--1060},
year = {2008},
url = {https://doi.org/10.1109/TMI.2008.917245},
doi = {10.1109/TMI.2008.917245},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/RaundahlLPTN08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/DamL08,
author = {Erik B. Dam and
Marco Loog},
title = {Efficient Segmentation by Sparse Pixel Classification},
journal = {{IEEE} Trans. Medical Imaging},
volume = {27},
number = {10},
pages = {1525--1534},
year = {2008},
url = {https://doi.org/10.1109/TMI.2008.923961},
doi = {10.1109/TMI.2008.923961},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/DamL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miip/QaziDLNLC08,
author = {Arish A. Qazi and
Erik B. Dam and
Marco Loog and
Mads Nielsen and
Fran{\c{c}}ois Lauze and
Claus Christiansen},
editor = {Joseph M. Reinhardt and
Josien P. W. Pluim},
title = {A variational method for automatic localization of the most pathological
{ROI} in the knee cartilage},
booktitle = {Medical Imaging 2008: Image Processing, San Diego, California, United
States, 16-21 February 2008},
series = {{SPIE} Proceedings},
volume = {6914},
pages = {69140T},
publisher = {{SPIE}},
year = {2008},
url = {https://doi.org/10.1117/12.769682},
doi = {10.1117/12.769682},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miip/QaziDLNLC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sspr/2008,
editor = {Niels da Vitoria Lobo and
Takis Kasparis and
Fabio Roli and
James Tin{-}Yau Kwok and
Michael Georgiopoulos and
Georgios C. Anagnostopoulos and
Marco Loog},
title = {Structural, Syntactic, and Statistical Pattern Recognition, Joint
{IAPR} International Workshop, {SSPR} {\&} {SPR} 2008, Orlando,
USA, December 4-6, 2008. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5342},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-89689-0},
doi = {10.1007/978-3-540-89689-0},
isbn = {978-3-540-89688-3},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sspr/2008.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Loog07,
author = {Marco Loog},
title = {A Complete Characterization of a Family of Solutions to a Generalized
Fisher Criterion},
journal = {J. Mach. Learn. Res.},
volume = {8},
pages = {2121--2123},
year = {2007},
url = {https://dl.acm.org/doi/10.5555/1314498.1314568},
doi = {10.5555/1314498.1314568},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Loog07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/Loog07,
author = {Marco Loog},
title = {On an alternative formulation of the Fisher criterion that overcomes
the small sample problem},
journal = {Pattern Recognit.},
volume = {40},
number = {6},
pages = {1753--1755},
year = {2007},
url = {https://doi.org/10.1016/j.patcog.2006.11.002},
doi = {10.1016/J.PATCOG.2006.11.002},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/Loog07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipmi/Loog07,
author = {Marco Loog},
editor = {Nico Karssemeijer and
Boudewijn P. F. Lelieveldt},
title = {Localized Maximum Entropy Shape Modelling},
booktitle = {Information Processing in Medical Imaging, 20th International Conference,
{IPMI} 2007, Kerkrade, The Netherlands, July 2-6, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4584},
pages = {619--629},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-73273-0\_51},
doi = {10.1007/978-3-540-73273-0\_51},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ipmi/Loog07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/IglesiasBLLN07,
author = {Juan Eugenio Iglesias and
Marleen de Bruijne and
Marco Loog and
Fran{\c{c}}ois Lauze and
Mads Nielsen},
editor = {Nicholas Ayache and
S{\'{e}}bastien Ourselin and
Anthony J. Maeder},
title = {A Family of Principal Component Analyses for Dealing with Outliers},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
2007, 10th International Conference, Brisbane, Australia, October
29 - November 2, 2007, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {4792},
pages = {178--185},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-75759-7\_22},
doi = {10.1007/978-3-540-75759-7\_22},
timestamp = {Sun, 02 Jun 2019 21:24:47 +0200},
biburl = {https://dblp.org/rec/conf/miccai/IglesiasBLLN07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/RaundahlLPN07,
author = {Jakob Raundahl and
Marco Loog and
Paola Pettersen and
Mads Nielsen},
editor = {Nicholas Ayache and
S{\'{e}}bastien Ourselin and
Anthony J. Maeder},
title = {Quantifying Effect-Specific Mammographic Density},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
2007, 10th International Conference, Brisbane, Australia, October
29 - November 2, 2007, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {4792},
pages = {580--587},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-75759-7\_70},
doi = {10.1007/978-3-540-75759-7\_70},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/RaundahlLPN07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miip/RaundahlLPN07,
author = {Jakob Raundahl and
Marco Loog and
Paola Pettersen and
Mads Nielsen},
editor = {Josien P. W. Pluim and
Joseph M. Reinhardt},
title = {Evaluation of four mammographic density measures on {HRT} data},
booktitle = {Medical Imaging 2007: Image Processing, San Diego, CA, United States,
17-22 February 2007},
series = {{SPIE} Proceedings},
volume = {6512},
pages = {65121F},
publisher = {{SPIE}},
year = {2007},
url = {https://doi.org/10.1117/12.709554},
doi = {10.1117/12.709554},
timestamp = {Wed, 23 May 2018 13:19:32 +0200},
biburl = {https://dblp.org/rec/conf/miip/RaundahlLPN07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/scalespace/Loog07,
author = {Marco Loog},
editor = {Fiorella Sgallari and
Almerico Murli and
Nikos Paragios},
title = {The Jet Metric},
booktitle = {Scale Space and Variational Methods in Computer Vision, First International
Conference, {SSVM} 2007, Ischia, Italy, May 30 - June 2, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4485},
pages = {25--31},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72823-8\_3},
doi = {10.1007/978-3-540-72823-8\_3},
timestamp = {Tue, 14 May 2019 10:00:52 +0200},
biburl = {https://dblp.org/rec/conf/scalespace/Loog07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/scalespace/PedersenLM07,
author = {Kim Steenstrup Pedersen and
Marco Loog and
Bo Markussen},
editor = {Fiorella Sgallari and
Almerico Murli and
Nikos Paragios},
title = {Generic Maximum Likely Scale Selection},
booktitle = {Scale Space and Variational Methods in Computer Vision, First International
Conference, {SSVM} 2007, Ischia, Italy, May 30 - June 2, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4485},
pages = {362--373},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72823-8\_31},
doi = {10.1007/978-3-540-72823-8\_31},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/scalespace/PedersenLM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/scalespace/LoogL07,
author = {Marco Loog and
Fran{\c{c}}ois Lauze},
editor = {Fiorella Sgallari and
Almerico Murli and
Nikos Paragios},
title = {Blur Invariant Image Priors},
booktitle = {Scale Space and Variational Methods in Computer Vision, First International
Conference, {SSVM} 2007, Ischia, Italy, May 30 - June 2, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4485},
pages = {665--674},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72823-8\_57},
doi = {10.1007/978-3-540-72823-8\_57},
timestamp = {Mon, 22 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/scalespace/LoogL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/PedersenLD07,
author = {Kim Steenstrup Pedersen and
Marco Loog and
Pieter van Dorst},
editor = {Neil D. Lawrence and
Anton Schwaighofer and
Joaquin Qui{\~{n}}onero Candela},
title = {Salient Point and Scale Detection by Minimum Likelihood},
booktitle = {Gaussian Processes in Practice, Bletchley Park, Bletchley, UK, June
12-13, 2006},
series = {{JMLR} Proceedings},
volume = {1},
pages = {59--72},
publisher = {JMLR.org},
year = {2007},
url = {http://proceedings.mlr.press/v1/pedersen07a},
timestamp = {Wed, 29 May 2019 08:41:48 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/PedersenLD07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icic/2007-3,
editor = {De{-}Shuang Huang and
Laurent Heutte and
Marco Loog},
title = {Advanced Intelligent Computing Theories and Applications. With Aspects
of Contemporary Intelligent Computing Techniques, Third International
Conference on Intelligent Computing, {ICIC} 2007, Qingdao, China,
August 21-24, 2007. Proceedings},
series = {Communications in Computer and Information Science},
volume = {2},
publisher = {Springer},
year = {2007},
isbn = {978-3-540-74281-4},
timestamp = {Thu, 11 Sep 2008 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icic/2007-3.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icic/2007-1,
editor = {De{-}Shuang Huang and
Laurent Heutte and
Marco Loog},
title = {Advanced Intelligent Computing Theories and Applications. With Aspects
of Theoretical and Methodological Issues, Third International Conference
on Intelligent Computing, {ICIC} 2007, Qingdao, China, August 21-24,
2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4681},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-74171-8},
doi = {10.1007/978-3-540-74171-8},
isbn = {978-3-540-74170-1},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icic/2007-1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icic/2007-2,
editor = {De{-}Shuang Huang and
Laurent Heutte and
Marco Loog},
title = {Advanced Intelligent Computing Theories and Applications. With Aspects
of Artificial Intelligence, Third International Conference on Intelligent
Computing, {ICIC} 2007, Qingdao, China, August 21-24, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4682},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-74205-0},
doi = {10.1007/978-3-540-74205-0},
isbn = {978-3-540-74201-2},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icic/2007-2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/GinnekenSL06,
author = {Bram van Ginneken and
Mikkel B. Stegmann and
Marco Loog},
title = {Segmentation of anatomical structures in chest radiographs using supervised
methods: a comparative study on a public database},
journal = {Medical Image Anal.},
volume = {10},
number = {1},
pages = {19--40},
year = {2006},
url = {https://doi.org/10.1016/j.media.2005.02.002},
doi = {10.1016/J.MEDIA.2005.02.002},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mia/GinnekenSL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/SchilhamGL06,
author = {Arnold M. R. Schilham and
Bram van Ginneken and
Marco Loog},
title = {A computer-aided diagnosis system for detection of lung nodules in
chest radiographs with an evaluation on a public database},
journal = {Medical Image Anal.},
volume = {10},
number = {2},
pages = {247--258},
year = {2006},
url = {https://doi.org/10.1016/j.media.2005.09.003},
doi = {10.1016/J.MEDIA.2005.09.003},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mia/SchilhamGL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/LoogGS06,
author = {Marco Loog and
Bram van Ginneken and
Arnold M. R. Schilham},
title = {Filter learning: Application to suppression of bony structures from
chest radiographs},
journal = {Medical Image Anal.},
volume = {10},
number = {6},
pages = {826--840},
year = {2006},
url = {https://doi.org/10.1016/j.media.2006.06.002},
doi = {10.1016/J.MEDIA.2006.06.002},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mia/LoogGS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/QinSL06,
author = {A. Kai Qin and
Ponnuthurai N. Suganthan and
Marco Loog},
title = {Generalized null space uncorrelated Fisher discriminant analysis for
linear dimensionality reduction},
journal = {Pattern Recognit.},
volume = {39},
number = {9},
pages = {1805--1808},
year = {2006},
url = {https://doi.org/10.1016/j.patcog.2006.04.002},
doi = {10.1016/J.PATCOG.2006.04.002},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/QinSL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/DuinLH06,
author = {Robert P. W. Duin and
Marco Loog and
Tin Kam Ho},
title = {Recent submissions in linear dimensionality reduction and face recognition},
journal = {Pattern Recognit. Lett.},
volume = {27},
number = {7},
pages = {707--708},
year = {2006},
url = {https://doi.org/10.1016/j.patrec.2006.01.002},
doi = {10.1016/J.PATREC.2006.01.002},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/DuinLH06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/LoogG06,
author = {Marco Loog and
Bram van Ginneken},
title = {Segmentation of the posterior ribs in chest radiographs using iterated
contextual pixel classification},
journal = {{IEEE} Trans. Medical Imaging},
volume = {25},
number = {5},
pages = {602--611},
year = {2006},
url = {https://doi.org/10.1109/TMI.2006.872747},
doi = {10.1109/TMI.2006.872747},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/LoogG06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/LoogG06,
author = {Marco Loog and
Bram van Ginneken},
editor = {Reinhard Beichel and
Milan Sonka},
title = {Bony Structure Suppression in Chest Radiographs},
booktitle = {Computer Vision Approaches to Medical Image Analysis, Second International
{ECCV} Workshop, {CVAMIA} 2006, Graz, Austria, May 12, 2006 Revised
Papers},
series = {Lecture Notes in Computer Science},
volume = {4241},
pages = {166--177},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11889762\_15},
doi = {10.1007/11889762\_15},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/LoogG06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/QinSL06,
author = {A. Kai Qin and
Ponnuthurai N. Suganthan and
Marco Loog},
title = {Efficient Feature Extraction Based on Regularized Uncorrelated Chernoff
Discriminant Analysis},
booktitle = {18th International Conference on Pattern Recognition {(ICPR} 2006),
20-24 August 2006, Hong Kong, China},
pages = {125--128},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/ICPR.2006.474},
doi = {10.1109/ICPR.2006.474},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/QinSL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/LoogR06,
author = {Marco Loog and
Dick de Ridder},
title = {Local Discriminant Analysis},
booktitle = {18th International Conference on Pattern Recognition {(ICPR} 2006),
20-24 August 2006, Hong Kong, China},
pages = {328--331},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/ICPR.2006.769},
doi = {10.1109/ICPR.2006.769},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/LoogR06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/Loog06,
author = {Marco Loog},
title = {Conditional Linear Discriminant Analysis},
booktitle = {18th International Conference on Pattern Recognition {(ICPR} 2006),
20-24 August 2006, Hong Kong, China},
pages = {387--390},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/ICPR.2006.402},
doi = {10.1109/ICPR.2006.402},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/Loog06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mammo/RaundahlLN06,
author = {Jakob Raundahl and
Marco Loog and
Mads Nielsen},
editor = {Susan M. Astley and
Michael Brady and
Chris Rose and
Reyer Zwiggelaar},
title = {Understanding Hessian-Based Density Scoring},
booktitle = {Digital Mammography, 8th International Workshop, {IWDM} 2006, Manchester,
UK, June 18-21, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4046},
pages = {447--452},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11783237\_60},
doi = {10.1007/11783237\_60},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/mammo/RaundahlLN06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miip/RaundahlLN06,
author = {Jakob Raundahl and
Marco Loog and
Mads Nielsen},
editor = {Joseph M. Reinhardt and
Josien P. W. Pluim},
title = {Mammographic density measured as changes in tissue structure caused
by {HRT}},
booktitle = {Medical Imaging 2006: Image Processing, {MEDICAL} IMAGING, San Diego,
California, United States, 11-16 February 2006},
series = {{SPIE} Proceedings},
volume = {6144},
pages = {61440G},
publisher = {{SPIE}},
year = {2006},
url = {https://doi.org/10.1117/12.653021},
doi = {10.1117/12.653021},
timestamp = {Fri, 18 May 2018 12:47:43 +0200},
biburl = {https://dblp.org/rec/conf/miip/RaundahlLN06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sspr/Loog06,
author = {Marco Loog},
editor = {Dit{-}Yan Yeung and
James T. Kwok and
Ana L. N. Fred and
Fabio Roli and
Dick de Ridder},
title = {Generic Blind Source Separation Using Second-Order Local Statistics},
booktitle = {Structural, Syntactic, and Statistical Pattern Recognition, Joint
{IAPR} International Workshops, {SSPR} 2006 and {SPR} 2006, Hong Kong,
China, August 17-19, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4109},
pages = {844--852},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11815921\_93},
doi = {10.1007/11815921\_93},
timestamp = {Tue, 14 May 2019 10:00:36 +0200},
biburl = {https://dblp.org/rec/conf/sspr/Loog06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/QinSL05,
author = {A. Kai Qin and
Ponnuthurai N. Suganthan and
Marco Loog},
title = {Uncorrelated heteroscedastic {LDA} based on the weighted pairwise
Chernoff criterion},
journal = {Pattern Recognit.},
volume = {38},
number = {4},
pages = {613--616},
year = {2005},
url = {https://doi.org/10.1016/j.patcog.2004.09.007},
doi = {10.1016/J.PATCOG.2004.09.007},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/QinSL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/LoogGD05,
author = {Marco Loog and
Bram van Ginneken and
Robert P. W. Duin},
title = {Dimensionality reduction of image features using the canonical contextual
correlation projection},
journal = {Pattern Recognit.},
volume = {38},
number = {12},
pages = {2409--2418},
year = {2005},
url = {https://doi.org/10.1016/j.patcog.2005.04.011},
doi = {10.1016/J.PATCOG.2005.04.011},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/LoogGD05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/QinSSL05,
author = {A. Kai Qin and
S. Y. M. Shi and
Ponnuthurai N. Suganthan and
Marco Loog},
editor = {Manuela M. Veloso and
Subbarao Kambhampati},
title = {Enhanced Direct Linear Discriminant Analysis for Feature Extraction
on High Dimensional Data},
booktitle = {Proceedings, The Twentieth National Conference on Artificial Intelligence
and the Seventeenth Innovative Applications of Artificial Intelligence
Conference, July 9-13, 2005, Pittsburgh, Pennsylvania, {USA}},
pages = {851--855},
publisher = {{AAAI} Press / The {MIT} Press},
year = {2005},
url = {http://www.aaai.org/Library/AAAI/2005/aaai05-134.php},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/QinSSL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsscv/MarkussenPL05,
author = {Bo Markussen and
Kim Steenstrup Pedersen and
Marco Loog},
editor = {Ole Fogh Olsen and
Luc Florack and
Arjan Kuijper},
title = {A Scale Invariant Covariance Structure on Jet Space},
booktitle = {Deep Structure, Singularities, and Computer Vision, First International
Workshop, {DSSCV} 2005, Maastricht, The Netherlands, June 9-10, 2005,
Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {3753},
pages = {12--23},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11577812\_2},
doi = {10.1007/11577812\_2},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsscv/MarkussenPL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsscv/LoogPM05,
author = {Marco Loog and
Kim Steenstrup Pedersen and
Bo Markussen},
editor = {Ole Fogh Olsen and
Luc Florack and
Arjan Kuijper},
title = {Maximum Likely Scale Estimation},
booktitle = {Deep Structure, Singularities, and Computer Vision, First International
Workshop, {DSSCV} 2005, Maastricht, The Netherlands, June 9-10, 2005,
Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {3753},
pages = {146--156},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11577812\_13},
doi = {10.1007/11577812\_13},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsscv/LoogPM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/basesearch/Loog04,
author = {Marco Loog},
title = {Supervised dimensionality reduction and contextual pattern recognition
in medical image processing},
school = {Utrecht University, Netherlands},
year = {2004},
url = {http://dspace.library.uu.nl/handle/1874/7292},
timestamp = {Wed, 19 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/basesearch/Loog04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/LoogDV04,
author = {Marco Loog and
Robert P. W. Duin and
Max A. Viergever},
title = {The {MDF} discrimination measure: Fisher in disguise},
journal = {Neural Networks},
volume = {17},
number = {4},
pages = {563--566},
year = {2004},
url = {https://doi.org/10.1016/j.neunet.2003.07.005},
doi = {10.1016/J.NEUNET.2003.07.005},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/LoogDV04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/LoogD04,
author = {Marco Loog and
Robert P. W. Duin},
title = {Linear Dimensionality Reduction via a Heteroscedastic Extension of
{LDA:} The Chernoff Criterion},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {26},
number = {6},
pages = {732--739},
year = {2004},
url = {https://doi.org/10.1109/TPAMI.2004.13},
doi = {10.1109/TPAMI.2004.13},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/LoogD04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/Loog04,
author = {Marco Loog},
editor = {Tom{\'{a}}s Pajdla and
Jiri Matas},
title = {Support Blob Machines. The Sparsification of Linear Scale Space},
booktitle = {Computer Vision - {ECCV} 2004, 8th European Conference on Computer
Vision, Prague, Czech Republic, May 11-14, 2004. Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {3024},
pages = {14--24},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-24673-2\_2},
doi = {10.1007/978-3-540-24673-2\_2},
timestamp = {Tue, 14 May 2019 10:00:45 +0200},
biburl = {https://dblp.org/rec/conf/eccv/Loog04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/LoogGD04,
author = {Marco Loog and
Bram van Ginneken and
Robert P. W. Duin},
editor = {Tom{\'{a}}s Pajdla and
Jiri Matas},
title = {Dimensionality Reduction by Canonical Contextual Correlation Projections},
booktitle = {Computer Vision - {ECCV} 2004, 8th European Conference on Computer
Vision, Prague, Czech Republic, May 11-14, 2004. Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {3021},
pages = {562--573},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-24670-1\_43},
doi = {10.1007/978-3-540-24670-1\_43},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/LoogGD04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/RidderLR04,
author = {Dick de Ridder and
Marco Loog and
Marcel J. T. Reinders},
title = {Local Fisher Embedding},
booktitle = {17th International Conference on Pattern Recognition, {ICPR} 2004,
Cambridge, UK, August 23-26, 2004},
pages = {295--298},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/ICPR.2004.1334176},
doi = {10.1109/ICPR.2004.1334176},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/RidderLR04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/LoogG04,
author = {Marco Loog and
Bram van Ginneken},
title = {Static Posterior Probability Fusion for Signal Detection: Applications
in the Detection of Interstitial Diseases in Chest Radiographs},
booktitle = {17th International Conference on Pattern Recognition, {ICPR} 2004,
Cambridge, UK, August 23-26, 2004},
pages = {644--647},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/ICPR.2004.1334244},
doi = {10.1109/ICPR.2004.1334244},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/LoogG04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/GinnekenL04,
author = {Bram van Ginneken and
Marco Loog},
title = {Pixel Position Regression - Application to Medical Image Segmentation},
booktitle = {17th International Conference on Pattern Recognition, {ICPR} 2004,
Cambridge, UK, August 23-26, 2004},
pages = {718--721},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/ICPR.2004.1334629},
doi = {10.1109/ICPR.2004.1334629},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/GinnekenL04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/DamLL04,
author = {Erik Dam and
Marco Loog and
Marloes M. J. Letteboer},
title = {Integrating Automatic and Interactive Brain Tumor Segmentation},
booktitle = {17th International Conference on Pattern Recognition, {ICPR} 2004,
Cambridge, UK, August 23-26, 2004},
pages = {790--793},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/ICPR.2004.1334647},
doi = {10.1109/ICPR.2004.1334647},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/DamLL04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miip/NiemeijerSGLA04,
author = {Meindert Niemeijer and
Joes Staal and
Bram van Ginneken and
Marco Loog and
Michael D. Abr{\`{a}}moff},
editor = {J. Michael Fitzpatrick and
Milan Sonka},
title = {Comparative study of retinal vessel segmentation methods on a new
publicly available database},
booktitle = {Medical Imaging 2004: Image Processing, San Diego, California, United
States, 14-19 February 2004},
series = {{SPIE} Proceedings},
volume = {5370},
publisher = {{SPIE}},
year = {2004},
url = {https://doi.org/10.1117/12.535349},
doi = {10.1117/12.535349},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miip/NiemeijerSGLA04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/SchilhamGL03,
author = {Arnold M. R. Schilham and
Bram van Ginneken and
Marco Loog},
editor = {Randy E. Ellis and
Terry M. Peters},
title = {Multi-scale Nodule Detection in Chest Radiographs},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
2003, 6th International Conference, Montr{\'{e}}al, Canada, November
15-18, 2003, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {2878},
pages = {602--609},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-39899-8\_74},
doi = {10.1007/978-3-540-39899-8\_74},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/SchilhamGL03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miip/BruijneGNLV03,
author = {Marleen de Bruijne and
Bram van Ginneken and
Wiro J. Niessen and
Marco Loog and
Max A. Viergever},
editor = {Milan Sonka and
J. Michael Fitzpatrick},
title = {Model-based segmentation of abdominal aortic aneurysms in {CTA} images},
booktitle = {Medical Imaging 2003: Image Processing, San Diego, California, United
States, 15-20 February 2003},
series = {{SPIE} Proceedings},
volume = {5032},
publisher = {{SPIE}},
year = {2003},
url = {https://doi.org/10.1117/12.481367},
doi = {10.1117/12.481367},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miip/BruijneGNLV03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miip/GinnekenBLV03,
author = {Bram van Ginneken and
Marleen de Bruijne and
Marco Loog and
Max A. Viergever},
editor = {Milan Sonka and
J. Michael Fitzpatrick},
title = {Interactive shape models},
booktitle = {Medical Imaging 2003: Image Processing, San Diego, California, United
States, 15-20 February 2003},
series = {{SPIE} Proceedings},
volume = {5032},
publisher = {{SPIE}},
year = {2003},
url = {https://doi.org/10.1117/12.480165},
doi = {10.1117/12.480165},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miip/GinnekenBLV03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miip/LoogGV03,
author = {Marco Loog and
Bram van Ginneken and
Max A. Viergever},
editor = {Milan Sonka and
J. Michael Fitzpatrick},
title = {Segmenting the posterior ribs in chest radiographs by iterated contextual
pixel classification},
booktitle = {Medical Imaging 2003: Image Processing, San Diego, California, United
States, 15-20 February 2003},
series = {{SPIE} Proceedings},
volume = {5032},
publisher = {{SPIE}},
year = {2003},
url = {https://doi.org/10.1117/12.480862},
doi = {10.1117/12.480862},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miip/LoogGV03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/scalespace/LoogLNV03,
author = {Marco Loog and
Martin Lillholm and
Mads Nielsen and
Max A. Viergever},
editor = {Lewis D. Griffin and
Martin Lillholm},
title = {Gaussian Scale Space from Insufficient Image Information},
booktitle = {Scale Space Methods in Computer Vision, 4th International Conference,
Scale-Space 2003, Isle of Skye, UK, June 10-12, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2695},
pages = {757--769},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/3-540-44935-3\_53},
doi = {10.1007/3-540-44935-3\_53},
timestamp = {Tue, 14 May 2019 10:00:52 +0200},
biburl = {https://dblp.org/rec/conf/scalespace/LoogLNV03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/LoogG02,
author = {Marco Loog and
Bram van Ginneken},
title = {Supervised Segmentation by Iterated Contextual Pixel Classification},
booktitle = {16th International Conference on Pattern Recognition, {ICPR} 2002,
Quebec, Canada, August 11-15, 2002},
pages = {925--928},
publisher = {{IEEE} Computer Society},
year = {2002},
url = {https://doi.org/10.1109/ICPR.2002.1048456},
doi = {10.1109/ICPR.2002.1048456},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/LoogG02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sspr/LoogD02,
author = {Marco Loog and
Robert P. W. Duin},
editor = {Terry Caelli and
Adnan Amin and
Robert P. W. Duin and
Mohamed S. Kamel and
Dick de Ridder},
title = {Non-iterative Heteroscedastic Linear Dimension Reduction for Two-Class
Data},
booktitle = {Structural, Syntactic, and Statistical Pattern Recognition, Joint
{IAPR} International Workshops {SSPR} 2002 and {SPR} 2002, Windsor,
Ontario, Canada, August 6-9, 2002, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2396},
pages = {508--517},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-70659-3\_53},
doi = {10.1007/3-540-70659-3\_53},
timestamp = {Tue, 14 May 2019 10:00:36 +0200},
biburl = {https://dblp.org/rec/conf/sspr/LoogD02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/LoogDH01,
author = {Marco Loog and
Robert P. W. Duin and
Reinhold Haeb{-}Umbach},
title = {Multiclass Linear Dimension Reduction by Weighted Pairwise Fisher
Criteria},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {23},
number = {7},
pages = {762--766},
year = {2001},
url = {https://doi.org/10.1109/34.935849},
doi = {10.1109/34.935849},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/LoogDH01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/scalespace/LoogDF01,
author = {Marco Loog and
Johannes Jisse Duistermaat and
Luc Florack},
editor = {Michael Kerckhove},
title = {On the Behavior of Spatial Critical Points under Gaussian Blurring.
{A} Folklore Theorem and Scale-Space Constraints},
booktitle = {Scale-Space and Morphology in Computer Vision, Third International
Conference, Scale-Space 2001, Vancouver, Canada, July 7-8, 2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2106},
pages = {183--192},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-47778-0\_15},
doi = {10.1007/3-540-47778-0\_15},
timestamp = {Tue, 14 May 2019 10:00:52 +0200},
biburl = {https://dblp.org/rec/conf/scalespace/LoogDF01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/DuinLH00,
author = {Robert P. W. Duin and
Marco Loog and
Reinhold Haeb{-}Umbach},
title = {Multi-Class Linear Feature Extraction by Nonlinear {PCA}},
booktitle = {15th International Conference on Pattern Recognition, ICPR'00, Barcelona,
Spain, September 3-8, 2000},
pages = {2398--2401},
publisher = {{IEEE} Computer Society},
year = {2000},
url = {https://doi.org/10.1109/ICPR.2000.906096},
doi = {10.1109/ICPR.2000.906096},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/DuinLH00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/LoogH00,
author = {Marco Loog and
Reinhold Haeb{-}Umbach},
title = {Multi-class linear dimension reduction by generalized Fisher criteria},
booktitle = {Sixth International Conference on Spoken Language Processing, {ICSLP}
2000 / {INTERSPEECH} 2000, Beijing, China, October 16-20, 2000},
pages = {1069--1072},
publisher = {{ISCA}},
year = {2000},
url = {https://doi.org/10.21437/ICSLP.2000-458},
doi = {10.21437/ICSLP.2000-458},
timestamp = {Thu, 22 Jun 2023 16:42:19 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/LoogH00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/Haeb-UmbachL99,
author = {Reinhold Haeb{-}Umbach and
Marco Loog},
title = {An investigation of cepstral parameterisations for large vocabulary
speech recognition},
booktitle = {Sixth European Conference on Speech Communication and Technology,
{EUROSPEECH} 1999, Budapest, Hungary, September 5-9, 1999},
publisher = {{ISCA}},
year = {1999},
url = {http://www.isca-speech.org/archive/eurospeech\_1999/e99\_1323.html},
timestamp = {Thu, 29 Jun 2023 16:58:03 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/Haeb-UmbachL99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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