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ORCIDBibTeX records: Erkki Oja
@article{DBLP:journals/jmlr/YangCO16,
author = {Zhirong Yang and
Jukka Corander and
Erkki Oja},
title = {Low-Rank Doubly Stochastic Matrix Decomposition for Cluster Analysis},
journal = {J. Mach. Learn. Res.},
volume = {17},
pages = {187:1--187:25},
year = {2016},
url = {http://jmlr.org/papers/v17/15-549.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/YangCO16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ZhangGYO15,
author = {He Zhang and
Mehmet G{\"{o}}nen and
Zhirong Yang and
Erkki Oja},
title = {Understanding emotional impact of images using Bayesian multiple kernel
learning},
journal = {Neurocomputing},
volume = {165},
pages = {3--13},
year = {2015},
url = {https://doi.org/10.1016/j.neucom.2014.10.093},
doi = {10.1016/J.NEUCOM.2014.10.093},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/ZhangGYO15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/DikmenYO15,
author = {Onur Dikmen and
Zhirong Yang and
Erkki Oja},
title = {Learning the Information Divergence},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {37},
number = {7},
pages = {1442--1454},
year = {2015},
url = {https://doi.org/10.1109/TPAMI.2014.2366144},
doi = {10.1109/TPAMI.2014.2366144},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/DikmenYO15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AmidDO15,
author = {Ehsan Amid and
Onur Dikmen and
Erkki Oja},
title = {Optimizing the Information Retrieval Trade-off in Data Visualization
Using {\textdollar}{\(\alpha\)}{\textdollar}-Divergence},
journal = {CoRR},
volume = {abs/1505.05821},
year = {2015},
url = {http://arxiv.org/abs/1505.05821},
eprinttype = {arXiv},
eprint = {1505.05821},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AmidDO15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ZhangYO14,
author = {He Zhang and
Zhirong Yang and
Erkki Oja},
title = {Adaptive multiplicative updates for quadratic nonnegative matrix factorization},
journal = {Neurocomputing},
volume = {134},
pages = {206--213},
year = {2014},
url = {https://doi.org/10.1016/j.neucom.2013.06.047},
doi = {10.1016/J.NEUCOM.2013.06.047},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/ZhangYO14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/ZhangYO14,
author = {He Zhang and
Zhirong Yang and
Erkki Oja},
title = {Improving cluster analysis by co-initializations},
journal = {Pattern Recognit. Lett.},
volume = {45},
pages = {71--77},
year = {2014},
url = {https://doi.org/10.1016/j.patrec.2014.03.001},
doi = {10.1016/J.PATREC.2014.03.001},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/ZhangYO14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/GoncalvesOV14,
author = {Nicolau Gon{\c{c}}alves and
Erkki Oja and
Ricardo Vig{\'{a}}rio},
editor = {Saso Dzeroski and
Pance Panov and
Dragi Kocev and
Ljupco Todorovski},
title = {Medical Document Mining Combining Image Exploration and Text Characterization},
booktitle = {Discovery Science - 17th International Conference, {DS} 2014, Bled,
Slovenia, October 8-10, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8777},
pages = {99--110},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11812-3\_9},
doi = {10.1007/978-3-319-11812-3\_9},
timestamp = {Sat, 09 Apr 2022 12:48:02 +0200},
biburl = {https://dblp.org/rec/conf/dis/GoncalvesOV14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/trecvid/IshikawaKSALO14,
author = {Satoru Ishikawa and
Markus Koskela and
Mats Sj{\"{o}}berg and
Rao Muhammad Anwer and
Jorma Laaksonen and
Erkki Oja},
editor = {Paul Over and
Jon Fiscus and
Gregory A. Sanders and
David Joy and
Martial Michel and
George Awad and
Alan F. Smeaton and
Wessel Kraaij and
Georges Qu{\'{e}}not},
title = {PicSOM Experiments in {TRECVID} 2014},
booktitle = {2014 {TREC} Video Retrieval Evaluation, {TRECVID} 2014, Orlando, FL,
USA, November 10-12, 2014},
publisher = {National Institute of Standards and Technology {(NIST)}},
year = {2014},
url = {https://www-nlpir.nist.gov/projects/tvpubs/tv14.papers/picsom.pdf},
timestamp = {Mon, 10 May 2021 15:09:49 +0200},
biburl = {https://dblp.org/rec/conf/trecvid/IshikawaKSALO14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DikmenYO14,
author = {Onur Dikmen and
Zhirong Yang and
Erkki Oja},
title = {Learning the Information Divergence},
journal = {CoRR},
volume = {abs/1406.1385},
year = {2014},
url = {http://arxiv.org/abs/1406.1385},
eprinttype = {arXiv},
eprint = {1406.1385},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DikmenYO14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cim/Oja13,
author = {Erkki Oja},
title = {{IEEE} Fellows' Class of 2013 [Society Briefs]},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {8},
number = {2},
pages = {6--9},
year = {2013},
url = {https://doi.org/10.1109/MCI.2013.2247818},
doi = {10.1109/MCI.2013.2247818},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cim/Oja13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/ZhangYGKLHO13,
author = {He Zhang and
Zhirong Yang and
Mehmet G{\"{o}}nen and
Markus Koskela and
Jorma Laaksonen and
Timo Honkela and
Erkki Oja},
editor = {Minho Lee and
Akira Hirose and
Zeng{-}Guang Hou and
Rhee Man Kil},
title = {Affective Abstract Image Classification and Retrieval Using Multiple
Kernel Learning},
booktitle = {Neural Information Processing - 20th International Conference, {ICONIP}
2013, Daegu, Korea, November 3-7, 2013. Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {8228},
pages = {166--175},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-42051-1\_22},
doi = {10.1007/978-3-642-42051-1\_22},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iconip/ZhangYGKLHO13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/ZhangGYO13,
author = {He Zhang and
Mehmet G{\"{o}}nen and
Zhirong Yang and
Erkki Oja},
editor = {Minho Lee and
Akira Hirose and
Zeng{-}Guang Hou and
Rhee Man Kil},
title = {Predicting Emotional States of Images Using Bayesian Multiple Kernel
Learning},
booktitle = {Neural Information Processing - 20th International Conference, {ICONIP}
2013, Daegu, Korea, November 3-7, 2013. Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {8228},
pages = {274--282},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-42051-1\_35},
doi = {10.1007/978-3-642-42051-1\_35},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iconip/ZhangGYO13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/scia/ZhuYO13,
author = {Zhanxing Zhu and
Zhirong Yang and
Erkki Oja},
editor = {Joni{-}Kristian K{\"{a}}m{\"{a}}r{\"{a}}inen and
Markus Koskela},
title = {Multiplicative Updates for Learning with Stochastic Matrices},
booktitle = {Image Analysis, 18th Scandinavian Conference, {SCIA} 2013, Espoo,
Finland, June 17-20, 2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7944},
pages = {143--152},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-38886-6\_14},
doi = {10.1007/978-3-642-38886-6\_14},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/scia/ZhuYO13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/trecvid/IshikawaKSLOAPM13,
author = {Satoru Ishikawa and
Markus Koskela and
Mats Sj{\"{o}}berg and
Jorma Laaksonen and
Erkki Oja and
Ehsan Amid and
Kalle J. Palom{\"{a}}ki and
Annamaria Mesaros and
Mikko Kurimo},
editor = {Paul Over and
Jon Fiscus and
Gregory A. Sanders and
Barbara Shaw and
George Awad and
Martial Michel and
Alan F. Smeaton and
Wessel Kraaij and
Georges Qu{\'{e}}not},
title = {PicSOM Experiments in {TRECVID} 2013},
booktitle = {2013 {TREC} Video Retrieval Evaluation, {TRECVID} 2013, Gaithersburg,
MD, USA, November 20-22, 2013},
publisher = {National Institute of Standards and Technology {(NIST)}},
year = {2013},
url = {https://www-nlpir.nist.gov/projects/tvpubs/tv13.papers/picsom.pdf},
timestamp = {Mon, 10 May 2021 15:09:49 +0200},
biburl = {https://dblp.org/rec/conf/trecvid/IshikawaKSLOAPM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/YangO12,
author = {Zhirong Yang and
Erkki Oja},
title = {Quadratic nonnegative matrix factorization},
journal = {Pattern Recognit.},
volume = {45},
number = {4},
pages = {1500--1510},
year = {2012},
url = {https://doi.org/10.1016/j.patcog.2011.10.014},
doi = {10.1016/J.PATCOG.2011.10.014},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/YangO12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigpro/ReyhaniYVO12,
author = {Nima Reyhani and
Jarkko Ylipaavalniemi and
Ricardo Vig{\'{a}}rio and
Erkki Oja},
title = {Consistency and asymptotic normality of FastICA and bootstrap FastICA},
journal = {Signal Process.},
volume = {92},
number = {8},
pages = {1767--1778},
year = {2012},
url = {https://doi.org/10.1016/j.sigpro.2011.11.025},
doi = {10.1016/J.SIGPRO.2011.11.025},
timestamp = {Wed, 19 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigpro/ReyhaniYVO12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/ZhangHYO12,
author = {He Zhang and
Tele Hao and
Zhirong Yang and
Erkki Oja},
editor = {Alessandro E. P. Villa and
Wlodzislaw Duch and
P{\'{e}}ter {\'{E}}rdi and
Francesco Masulli and
G{\"{u}}nther Palm},
title = {Pairwise Clustering with t-PLSI},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2012 - 22nd
International Conference on Artificial Neural Networks, Lausanne,
Switzerland, September 11-14, 2012, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {7553},
pages = {411--418},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33266-1\_51},
doi = {10.1007/978-3-642-33266-1\_51},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/ZhangHYO12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/LuYO12,
author = {Zhiyun Lu and
Zhirong Yang and
Erkki Oja},
editor = {Alessandro E. P. Villa and
Wlodzislaw Duch and
P{\'{e}}ter {\'{E}}rdi and
Francesco Masulli and
G{\"{u}}nther Palm},
title = {Selecting {\(\beta\)}-Divergence for Nonnegative Matrix Factorization
by Score Matching},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2012 - 22nd
International Conference on Artificial Neural Networks, Lausanne,
Switzerland, September 11-14, 2012, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {7553},
pages = {419--426},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33266-1\_52},
doi = {10.1007/978-3-642-33266-1\_52},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/LuYO12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YangO12,
author = {Zhirong Yang and
Erkki Oja},
title = {Clustering by Low-Rank Doubly Stochastic Matrix Decomposition},
booktitle = {Proceedings of the 29th International Conference on Machine Learning,
{ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012},
publisher = {icml.cc / Omnipress},
year = {2012},
url = {http://icml.cc/2012/papers/445.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/YangO12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/ZhangYO12,
author = {He Zhang and
Zhirong Yang and
Erkki Oja},
editor = {Tingwen Huang and
Zhigang Zeng and
Chuandong Li and
Chi{-}Sing Leung},
title = {Adaptive Multiplicative Updates for Projective Nonnegative Matrix
Factorization},
booktitle = {Neural Information Processing - 19th International Conference, {ICONIP}
2012, Doha, Qatar, November 12-15, 2012, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {7665},
pages = {277--284},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-34487-9\_34},
doi = {10.1007/978-3-642-34487-9\_34},
timestamp = {Tue, 30 Jun 2020 11:04:50 +0200},
biburl = {https://dblp.org/rec/conf/iconip/ZhangYO12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/YangZO12,
author = {Zhirong Yang and
He Zhang and
Erkki Oja},
editor = {Tingwen Huang and
Zhigang Zeng and
Chuandong Li and
Chi{-}Sing Leung},
title = {Online Projective Nonnegative Matrix Factorization for Large Datasets},
booktitle = {Neural Information Processing - 19th International Conference, {ICONIP}
2012, Doha, Qatar, November 12-15, 2012, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {7665},
pages = {285--290},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-34487-9\_35},
doi = {10.1007/978-3-642-34487-9\_35},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iconip/YangZO12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YangHDCO12,
author = {Zhirong Yang and
Tele Hao and
Onur Dikmen and
Xi Chen and
Erkki Oja},
editor = {Peter L. Bartlett and
Fernando C. N. Pereira and
Christopher J. C. Burges and
L{\'{e}}on Bottou and
Kilian Q. Weinberger},
title = {Clustering by Nonnegative Matrix Factorization Using Graph Random
Walk},
booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual
Conference on Neural Information Processing Systems 2012. Proceedings
of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States},
pages = {1088--1096},
year = {2012},
url = {https://proceedings.neurips.cc/paper/2012/hash/ba2fd310dcaa8781a9a652a31baf3c68-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/YangHDCO12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/trecvid/SjobergIKLO12,
author = {Mats Sj{\"{o}}berg and
Satoru Ishikawa and
Markus Koskela and
Jorma Laaksonen and
Erkki Oja},
editor = {Paul Over and
Jonathan G. Fiscus and
Gregory A. Sanders and
Barbara Shaw and
George Awad and
Martial Michel and
Alan F. Smeaton and
Wessel Kraaij and
Georges Qu{\'{e}}not},
title = {PicSOM Experiments in {TRECVID} 2012},
booktitle = {2012 {TREC} Video Retrieval Evaluation, {TRECVID} 2012, Gaithersburg,
MD, USA, November 26-28, 2012},
publisher = {National Institute of Standards and Technology {(NIST)}},
year = {2012},
url = {https://www-nlpir.nist.gov/projects/tvpubs/tv12.papers/picsom.pdf},
timestamp = {Sun, 05 Apr 2020 14:39:22 +0200},
biburl = {https://dblp.org/rec/conf/trecvid/SjobergIKLO12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1206-4676,
author = {Zhirong Yang and
Erkki Oja},
title = {Clustering by Low-Rank Doubly Stochastic Matrix Decomposition},
journal = {CoRR},
volume = {abs/1206.4676},
year = {2012},
url = {http://arxiv.org/abs/1206.4676},
eprinttype = {arXiv},
eprint = {1206.4676},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1206-4676.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/HeeswijkMOL11,
author = {Mark van Heeswijk and
Yoan Miche and
Erkki Oja and
Amaury Lendasse},
title = {GPU-accelerated and parallelized {ELM} ensembles for large-scale regression},
journal = {Neurocomputing},
volume = {74},
number = {16},
pages = {2430--2437},
year = {2011},
url = {https://doi.org/10.1016/j.neucom.2010.11.034},
doi = {10.1016/J.NEUCOM.2010.11.034},
timestamp = {Sat, 24 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/HeeswijkMOL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/YangO11b,
author = {Zhirong Yang and
Erkki Oja},
title = {Unified Development of Multiplicative Algorithms for Linear and Quadratic
Nonnegative Matrix Factorization},
journal = {{IEEE} Trans. Neural Networks},
volume = {22},
number = {12},
pages = {1878--1891},
year = {2011},
url = {https://doi.org/10.1109/TNN.2011.2170094},
doi = {10.1109/TNN.2011.2170094},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/YangO11b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/YangZYO11,
author = {Zhirong Yang and
He Zhang and
Zhijian Yuan and
Erkki Oja},
editor = {Timo Honkela and
Wlodzislaw Duch and
Mark A. Girolami and
Samuel Kaski},
title = {Kullback-Leibler Divergence for Nonnegative Matrix Factorization},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2011 - 21st
International Conference on Artificial Neural Networks, Espoo, Finland,
June 14-17, 2011, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6791},
pages = {250--257},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-21735-7\_31},
doi = {10.1007/978-3-642-21735-7\_31},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/YangZYO11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/PaukkeriKTOH11,
author = {Mari{-}Sanna Paukkeri and
Ilkka Kivim{\"{a}}ki and
Santosh Tirunagari and
Erkki Oja and
Timo Honkela},
editor = {Bao{-}Liang Lu and
Liqing Zhang and
James T. Kwok},
title = {Effect of Dimensionality Reduction on Different Distance Measures
in Document Clustering},
booktitle = {Neural Information Processing - 18th International Conference, {ICONIP}
2011, Shanghai, China, November 13-17, 2011, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {7064},
pages = {167--176},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-24965-5\_19},
doi = {10.1007/978-3-642-24965-5\_19},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iconip/PaukkeriKTOH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/ZhangSLO11,
author = {He Zhang and
Mats Sj{\"{o}}berg and
Jorma Laaksonen and
Erkki Oja},
editor = {Bao{-}Liang Lu and
Liqing Zhang and
James T. Kwok},
title = {A Multimodal Information Collector for Content-Based Image Retrieval
System},
booktitle = {Neural Information Processing - 18th International Conference, {ICONIP}
2011, Shanghai, China, November 13-17, 2011, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {7064},
pages = {737--746},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-24965-5\_83},
doi = {10.1007/978-3-642-24965-5\_83},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iconip/ZhangSLO11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ReyhaniO11,
author = {Nima Reyhani and
Erkki Oja},
title = {Non-Gaussian component analysis using Density Gradient Covariance
matrix},
booktitle = {The 2011 International Joint Conference on Neural Networks, {IJCNN}
2011, San Jose, California, USA, July 31 - August 5, 2011},
pages = {966--972},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/IJCNN.2011.6033327},
doi = {10.1109/IJCNN.2011.6033327},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/ReyhaniO11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/trecvid/SjobergIKLO11,
author = {Mats Sj{\"{o}}berg and
Satoru Ishikawa and
Markus Koskela and
Jorma Laaksonen and
Erkki Oja},
editor = {Paul Over and
George Awad and
Jonathan G. Fiscus and
Brian Antonishek and
Martial Michel and
Alan F. Smeaton and
Wessel Kraaij and
Georges Qu{\'{e}}not},
title = {PicSOM Experiments in {TRECVID} 2011},
booktitle = {2011 {TREC} Video Retrieval Evaluation, {TRECVID} 2011, Gaithersburg,
MD, USA, December 5-7, 2011},
publisher = {National Institute of Standards and Technology {(NIST)}},
year = {2011},
url = {https://www-nlpir.nist.gov/projects/tvpubs/tv11.papers/picsom.pdf},
timestamp = {Sat, 04 Apr 2020 23:36:05 +0200},
biburl = {https://dblp.org/rec/conf/trecvid/SjobergIKLO11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/YangO10,
author = {Zhirong Yang and
Erkki Oja},
title = {Linear and nonlinear projective nonnegative matrix factorization},
journal = {{IEEE} Trans. Neural Networks},
volume = {21},
number = {5},
pages = {734--749},
year = {2010},
url = {https://doi.org/10.1109/TNN.2010.2041361},
doi = {10.1109/TNN.2010.2041361},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/YangO10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/HeeswijkMOL10,
author = {Mark van Heeswijk and
Yoan Miche and
Erkki Oja and
Amaury Lendasse},
title = {Solving Large Regression Problems using an Ensemble of GPU-accelerated
ELMs},
booktitle = {18th European Symposium on Artificial Neural Networks, {ESANN} 2010,
Bruges, Belgium, April 28-30, 2010, Proceedings},
year = {2010},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2010-133.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/HeeswijkMOL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ica/YangZO10,
author = {Zhirong Yang and
Zhanxing Zhu and
Erkki Oja},
editor = {Vincent Vigneron and
Vicente Zarzoso and
Eric Moreau and
R{\'{e}}mi Gribonval and
Emmanuel Vincent},
title = {Automatic Rank Determination in Projective Nonnegative Matrix Factorization},
booktitle = {Latent Variable Analysis and Signal Separation - 9th International
Conference, {LVA/ICA} 2010, St. Malo, France, September 27-30, 2010.
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6365},
pages = {514--521},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15995-4\_64},
doi = {10.1007/978-3-642-15995-4\_64},
timestamp = {Mon, 05 Feb 2024 20:32:12 +0100},
biburl = {https://dblp.org/rec/conf/ica/YangZO10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/SoviljRO10,
author = {Dusan Sovilj and
Tapani Raiko and
Erkki Oja},
title = {Extending Self-Organizing Maps with uncertainty information of probabilistic
{PCA}},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2010, Barcelona,
Spain, 18-23 July, 2010},
pages = {1--7},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/IJCNN.2010.5596578},
doi = {10.1109/IJCNN.2010.5596578},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/SoviljRO10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/YangO09,
author = {Zhirong Yang and
Erkki Oja},
editor = {Cesare Alippi and
Marios M. Polycarpou and
Christos G. Panayiotou and
Georgios Ellinas},
title = {Projective Nonnegative Matrix Factorization with {\(\alpha\)}-Divergence},
booktitle = {Artificial Neural Networks - {ICANN} 2009, 19th International Conference,
Limassol, Cyprus, September 14-17, 2009, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {5768},
pages = {20--29},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04274-4\_3},
doi = {10.1007/978-3-642-04274-4\_3},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/YangO09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/HeeswijkMLHHOL09,
author = {Mark van Heeswijk and
Yoan Miche and
Tiina Lindh{-}Knuutila and
Peter A. J. Hilbers and
Timo Honkela and
Erkki Oja and
Amaury Lendasse},
editor = {Cesare Alippi and
Marios M. Polycarpou and
Christos G. Panayiotou and
Georgios Ellinas},
title = {Adaptive Ensemble Models of Extreme Learning Machines for Time Series
Prediction},
booktitle = {Artificial Neural Networks - {ICANN} 2009, 19th International Conference,
Limassol, Cyprus, September 14-17, 2009, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {5769},
pages = {305--314},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04277-5\_31},
doi = {10.1007/978-3-642-04277-5\_31},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/icann/HeeswijkMLHHOL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YangKXO09,
author = {Zhirong Yang and
Irwin King and
Zenglin Xu and
Erkki Oja},
editor = {Yoshua Bengio and
Dale Schuurmans and
John D. Lafferty and
Christopher K. I. Williams and
Aron Culotta},
title = {Heavy-Tailed Symmetric Stochastic Neighbor Embedding},
booktitle = {Advances in Neural Information Processing Systems 22: 23rd Annual
Conference on Neural Information Processing Systems 2009. Proceedings
of a meeting held 7-10 December 2009, Vancouver, British Columbia,
Canada},
pages = {2169--2177},
publisher = {Curran Associates, Inc.},
year = {2009},
url = {https://proceedings.neurips.cc/paper/2009/hash/2291d2ec3b3048d1a6f86c2c4591b7e0-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/YangKXO09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/hais/2009,
editor = {Emilio Corchado and
Xindong Wu and
Erkki Oja and
{\'{A}}lvaro Herrero and
Bruno Baruque},
title = {Hybrid Artificial Intelligence Systems, 4th International Conference,
{HAIS} 2009, Salamanca, Spain, June 10-12, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5572},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-02319-4},
doi = {10.1007/978-3-642-02319-4},
isbn = {978-3-642-02318-7},
timestamp = {Fri, 12 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hais/2009.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ai/XuO09,
author = {Lei Xu and
Erkki Oja},
editor = {Juan R. Rabu{\~{n}}al and
Juli{\'{a}}n Dorado and
Alejandro Pazos},
title = {Randomized Hough Transform},
booktitle = {Encyclopedia of Artificial Intelligence {(3} Volumes)},
pages = {1343--1350},
publisher = {{IGI} Global},
year = {2009},
url = {http://www.igi-global.com/Bookstore/Chapter.aspx?TitleId=10414},
timestamp = {Mon, 22 May 2023 11:26:05 +0200},
biburl = {https://dblp.org/rec/reference/ai/XuO09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/scholarpedia/Oja08,
author = {Erkki Oja},
title = {Oja learning rule},
journal = {Scholarpedia},
volume = {3},
number = {3},
pages = {3612},
year = {2008},
url = {https://doi.org/10.4249/scholarpedia.3612},
doi = {10.4249/SCHOLARPEDIA.3612},
timestamp = {Thu, 23 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/scholarpedia/Oja08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/TichavskyKO08,
author = {Petr Tichavsk{\'{y}} and
Zbynek Koldovsk{\'{y}} and
Erkki Oja},
title = {Corrections to "Performance Analysis of the FastICA Algorithm
and Cram{\'{E}}r-Rao Bounds for Linear Independent Component
Analysis"},
journal = {{IEEE} Trans. Signal Process.},
volume = {56},
number = {4},
pages = {1715--1716},
year = {2008},
url = {https://doi.org/10.1109/TSP.2007.910503},
doi = {10.1109/TSP.2007.910503},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/TichavskyKO08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/LendasseOSV07,
author = {Amaury Lendasse and
Erkki Oja and
Olli Simula and
Michel Verleysen},
title = {Time series prediction competition: The {CATS} benchmark},
journal = {Neurocomputing},
volume = {70},
number = {13-15},
pages = {2325--2329},
year = {2007},
url = {https://doi.org/10.1016/j.neucom.2007.02.013},
doi = {10.1016/J.NEUCOM.2007.02.013},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/LendasseOSV07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ica/TichavskyKO07,
author = {Petr Tichavsk{\'{y}} and
Zbynek Koldovsk{\'{y}} and
Erkki Oja},
editor = {Mike E. Davies and
Christopher J. James and
Samer A. Abdallah and
Mark D. Plumbley},
title = {Speed and Accuracy Enhancement of Linear {ICA} Techniques Using Rational
Nonlinear Functions},
booktitle = {Independent Component Analysis and Signal Separation, 7th International
Conference, {ICA} 2007, London, UK, September 9-12, 2007},
series = {Lecture Notes in Computer Science},
volume = {4666},
pages = {285--292},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-74494-8\_36},
doi = {10.1007/978-3-540-74494-8\_36},
timestamp = {Wed, 26 Oct 2022 13:15:53 +0200},
biburl = {https://dblp.org/rec/conf/ica/TichavskyKO07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isspa/YuanO07,
author = {Zhijian Yuan and
Erkki Oja},
title = {A family of modified projective Nonnegative Matrix Factorization algorithms},
booktitle = {9th International Symposium on Signal Processing and Its Applications,
{ISSPA} 2007, Sharjah, United Arab Emirates, February 12-15, 2007},
pages = {1--4},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/ISSPA.2007.4555631},
doi = {10.1109/ISSPA.2007.4555631},
timestamp = {Wed, 16 Oct 2019 14:14:56 +0200},
biburl = {https://dblp.org/rec/conf/isspa/YuanO07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/IlinVO06,
author = {Alexander Ilin and
Harri Valpola and
Erkki Oja},
title = {Exploratory analysis of climate data using source separation methods},
journal = {Neural Networks},
volume = {19},
number = {2},
pages = {155--167},
year = {2006},
url = {https://doi.org/10.1016/j.neunet.2006.01.011},
doi = {10.1016/J.NEUNET.2006.01.011},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/IlinVO06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/PakkanenIO06,
author = {Jussi Pakkanen and
Jukka Iivarinen and
Erkki Oja},
title = {The evolving tree-analysis and applications},
journal = {{IEEE} Trans. Neural Networks},
volume = {17},
number = {3},
pages = {591--603},
year = {2006},
url = {https://doi.org/10.1109/TNN.2006.873294},
doi = {10.1109/TNN.2006.873294},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/PakkanenIO06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/KoldovskyTO06,
author = {Zbynek Koldovsk{\'{y}} and
Petr Tichavsk{\'{y}} and
Erkki Oja},
title = {Efficient Variant of Algorithm FastICA for Independent Component Analysis
Attaining the Cram{\'{E}}r-Rao Lower Bound},
journal = {{IEEE} Trans. Neural Networks},
volume = {17},
number = {5},
pages = {1265--1277},
year = {2006},
url = {https://doi.org/10.1109/TNN.2006.875991},
doi = {10.1109/TNN.2006.875991},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/KoldovskyTO06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/OjaY06,
author = {Erkki Oja and
Zhijian Yuan},
title = {The FastICA Algorithm Revisited: Convergence Analysis},
journal = {{IEEE} Trans. Neural Networks},
volume = {17},
number = {6},
pages = {1370--1381},
year = {2006},
url = {https://doi.org/10.1109/TNN.2006.880980},
doi = {10.1109/TNN.2006.880980},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/OjaY06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/TichavskyKO06,
author = {Petr Tichavsk{\'{y}} and
Zbynek Koldovsk{\'{y}} and
Erkki Oja},
title = {Performance analysis of the FastICA algorithm and Cram{\'{e}}r-rao
bounds for linear independent component analysis},
journal = {{IEEE} Trans. Signal Process.},
volume = {54},
number = {4},
pages = {1189--1203},
year = {2006},
url = {https://doi.org/10.1109/TSP.2006.870561},
doi = {10.1109/TSP.2006.870561},
timestamp = {Tue, 27 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsp/TichavskyKO06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/twc/RajuRKO06,
author = {Karthikesh Raju and
Tapani Ristaniemi and
Juha Karhunen and
Erkki Oja},
title = {Jammer suppression in {DS-CDMA} arrays using independent component
analysis},
journal = {{IEEE} Trans. Wirel. Commun.},
volume = {5},
number = {1},
pages = {77--82},
year = {2006},
url = {https://doi.org/10.1109/TWC.2006.1576531},
doi = {10.1109/TWC.2006.1576531},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/twc/RajuRKO06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ica/BorisovIVO06,
author = {Sergey Borisov and
Alexander Ilin and
Ricardo Vig{\'{a}}rio and
Erkki Oja},
editor = {Justinian P. Rosca and
Deniz Erdogmus and
Jos{\'{e}} Carlos Pr{\'{\i}}ncipe and
Simon Haykin},
title = {Comparison of {BSS} Methods for the Detection of \emph{alpha}-Activity
Components in {EEG}},
booktitle = {Independent Component Analysis and Blind Signal Separation, 6th International
Conference, {ICA} 2006, Charleston, SC, USA, March 5-8, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3889},
pages = {430--437},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11679363\_54},
doi = {10.1007/11679363\_54},
timestamp = {Wed, 19 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ica/BorisovIVO06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ica/DouglasYO06,
author = {Scott C. Douglas and
Zhijian Yuan and
Erkki Oja},
editor = {Justinian P. Rosca and
Deniz Erdogmus and
Jos{\'{e}} Carlos Pr{\'{\i}}ncipe and
Simon Haykin},
title = {Average Convergence Behavior of the FastICA Algorithm for Blind Source
Separation},
booktitle = {Independent Component Analysis and Blind Signal Separation, 6th International
Conference, {ICA} 2006, Charleston, SC, USA, March 5-8, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3889},
pages = {790--798},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11679363\_98},
doi = {10.1007/11679363\_98},
timestamp = {Wed, 24 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ica/DouglasYO06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/IlinVO06,
author = {Alexander Ilin and
Harri Valpola and
Erkki Oja},
title = {Extraction of Components with Structured Variance},
booktitle = {Proceedings of the International Joint Conference on Neural Networks,
{IJCNN} 2006, part of the {IEEE} World Congress on Computational Intelligence,
{WCCI} 2006, Vancouver, BC, Canada, 16-21 July 2006},
pages = {5110--5117},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/IJCNN.2006.247240},
doi = {10.1109/IJCNN.2006.247240},
timestamp = {Tue, 10 Aug 2021 14:29:47 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/IlinVO06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icann/2006-1,
editor = {Stefanos D. Kollias and
Andreas Stafylopatis and
Wlodzislaw Duch and
Erkki Oja},
title = {Artificial Neural Networks - {ICANN} 2006, 16th International Conference,
Athens, Greece, September 10-14, 2006. Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {4131},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11840817},
doi = {10.1007/11840817},
isbn = {3-540-38625-4},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/2006-1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icann/2006-2,
editor = {Stefanos D. Kollias and
Andreas Stafylopatis and
Wlodzislaw Duch and
Erkki Oja},
title = {Artificial Neural Networks - {ICANN} 2006, 16th International Conference,
Athens, Greece, September 10-14, 2006. Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {4132},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11840930},
doi = {10.1007/11840930},
isbn = {3-540-38871-0},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/2006-2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/KoldovskyTO05,
author = {Zbynek Koldovsk{\'{y}} and
Petr Tichavsk{\'{y}} and
Erkki Oja},
title = {Cramer-Rao lower bound for linear independent component analysis},
booktitle = {2005 {IEEE} International Conference on Acoustics, Speech, and Signal
Processing, {ICASSP} '05, Philadelphia, Pennsylvania, USA, March 18-23,
2005},
pages = {581--584},
publisher = {{IEEE}},
year = {2005},
url = {https://doi.org/10.1109/ICASSP.2005.1415776},
doi = {10.1109/ICASSP.2005.1415776},
timestamp = {Mon, 22 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/KoldovskyTO05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/scia/YuanO05,
author = {Zhijian Yuan and
Erkki Oja},
editor = {Heikki K{\"{a}}lvi{\"{a}}inen and
Jussi Parkkinen and
Arto Kaarna},
title = {Projective Nonnegative Matrix Factorization for Image Compression
and Feature Extraction},
booktitle = {Image Analysis, 14th Scandinavian Conference, {SCIA} 2005, Joensuu,
Finland, June 19-22, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3540},
pages = {333--342},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11499145\_35},
doi = {10.1007/11499145\_35},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/scia/YuanO05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icann/2005-1,
editor = {Wlodzislaw Duch and
Janusz Kacprzyk and
Erkki Oja and
Slawomir Zadrozny},
title = {Artificial Neural Networks: Biological Inspirations - {ICANN} 2005,
15th International Conference, Warsaw, Poland, September 11-15, 2005,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {3696},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11550822},
doi = {10.1007/11550822},
isbn = {3-540-28752-3},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/2005-1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icann/2005-2,
editor = {Wlodzislaw Duch and
Janusz Kacprzyk and
Erkki Oja and
Slawomir Zadrozny},
title = {Artificial Neural Networks: Formal Models and Their Applications -
{ICANN} 2005, 15th International Conference, Warsaw, Poland, September
11-15, 2005, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {3697},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11550907},
doi = {10.1007/11550907},
isbn = {3-540-28755-8},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/2005-2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/OjaP04,
author = {Erkki Oja and
Mark D. Plumbley},
title = {Blind Separation of Positive Sources by Globally Convergent Gradient
Search},
journal = {Neural Comput.},
volume = {16},
number = {9},
pages = {1811--1825},
year = {2004},
url = {https://doi.org/10.1162/0899766041336413},
doi = {10.1162/0899766041336413},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/OjaP04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/LaaksonenKO04,
author = {Jorma Laaksonen and
Markus Koskela and
Erkki Oja},
title = {Class distributions on {SOM} surfaces for feature extraction and object
retrieval},
journal = {Neural Networks},
volume = {17},
number = {8-9},
pages = {1121--1133},
year = {2004},
url = {https://doi.org/10.1016/j.neunet.2004.07.007},
doi = {10.1016/J.NEUNET.2004.07.007},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/LaaksonenKO04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npl/PakkanenIO04,
author = {Jussi Pakkanen and
Jukka Iivarinen and
Erkki Oja},
title = {The Evolving Tree - {A} Novel Self-Organizing Network for Data Analysis},
journal = {Neural Process. Lett.},
volume = {20},
number = {3},
pages = {199--211},
year = {2004},
url = {https://doi.org/10.1007/s11063-004-2156-8},
doi = {10.1007/S11063-004-2156-8},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npl/PakkanenIO04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigpro/OjaHA04,
author = {Erkki Oja and
Stefan Harmeling and
Lu{\'{\i}}s B. Almeida},
title = {Independent component analysis and beyond},
journal = {Signal Process.},
volume = {84},
number = {2},
pages = {215--216},
year = {2004},
url = {https://doi.org/10.1016/j.sigpro.2003.11.005},
doi = {10.1016/J.SIGPRO.2003.11.005},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigpro/OjaHA04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/PlumbleyO04,
author = {Mark D. Plumbley and
Erkki Oja},
title = {A "nonnegative PCA" algorithm for independent component
analysis},
journal = {{IEEE} Trans. Neural Networks},
volume = {15},
number = {1},
pages = {66--76},
year = {2004},
url = {https://doi.org/10.1109/TNN.2003.820672},
doi = {10.1109/TNN.2003.820672},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/PlumbleyO04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/IlinVO04,
author = {Alexander Ilin and
Harri Valpola and
Erkki Oja},
title = {Nonlinear dynamical factor analysis for state change detection},
journal = {{IEEE} Trans. Neural Networks},
volume = {15},
number = {3},
pages = {559--575},
year = {2004},
url = {https://doi.org/10.1109/TNN.2004.826129},
doi = {10.1109/TNN.2004.826129},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/IlinVO04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/PrincipeOXCE04,
author = {Jos{\'{e}} Carlos Pr{\'{\i}}ncipe and
Erkki Oja and
Lei Xu and
Andrzej Cichocki and
Deniz Erdogmus},
title = {Guest Editorial Special Issue on Information Theoretic Learning},
journal = {{IEEE} Trans. Neural Networks},
volume = {15},
number = {4},
pages = {789--791},
year = {2004},
url = {https://doi.org/10.1109/TNN.2004.833368},
doi = {10.1109/TNN.2004.833368},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/PrincipeOXCE04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/civr/OjalaKMRLO04,
author = {Timo Ojala and
Markus Koskela and
Esa Matinmikko and
Mika Rautiainen and
Jorma Laaksonen and
Erkki Oja},
title = {Task-Based User Evaluation of Content-Based Image Database Browsing
Systems},
booktitle = {Image and Video Retrieval: Third International Conference, {CIVR}
2004, Dublin, Ireland, July 21-23, 2004. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3115},
pages = {234--242},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-27814-6\_30},
doi = {10.1007/978-3-540-27814-6\_30},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/civr/OjalaKMRLO04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/civr/KoskelaLO04,
author = {Markus Koskela and
Jorma Laaksonen and
Erkki Oja},
title = {Use of Image Subset Features in Image Retrieval with Self-Organizing
Maps},
booktitle = {Image and Video Retrieval: Third International Conference, {CIVR}
2004, Dublin, Ireland, July 21-23, 2004. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3115},
pages = {508--516},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-27814-6\_60},
doi = {10.1007/978-3-540-27814-6\_60},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/civr/KoskelaLO04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ica/YuanO04,
author = {Zhijian Yuan and
Erkki Oja},
editor = {Carlos Garc{\'{\i}}a Puntonet and
Alberto Prieto},
title = {A FastICA Algorithm for Non-negative Independent Component Analysis},
booktitle = {Independent Component Analysis and Blind Signal Separation, Fifth
International Conference, {ICA} 2004, Granada, Spain, September 22-24,
2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3195},
pages = {1--8},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-30110-3\_1},
doi = {10.1007/978-3-540-30110-3\_1},
timestamp = {Tue, 14 May 2019 10:00:52 +0200},
biburl = {https://dblp.org/rec/conf/ica/YuanO04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/Oja04,
author = {Erkki Oja},
editor = {Nikhil R. Pal and
Nikola K. Kasabov and
Rajani K. Mudi and
Srimanta Pal and
Swapan K. Parui},
title = {Applications of Independent Component Analysis},
booktitle = {Neural Information Processing, 11th International Conference, {ICONIP}
2004, Calcutta, India, November 22-25, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3316},
pages = {1044--1051},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-30499-9\_162},
doi = {10.1007/978-3-540-30499-9\_162},
timestamp = {Thu, 04 Jun 2020 19:07:58 +0200},
biburl = {https://dblp.org/rec/conf/iconip/Oja04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/KoskelaLO04,
author = {Markus Koskela and
Jorma Laaksonen and
Erkki Oja},
title = {Entropy-Based Measures for Clustering and {SOM} Topology Preservation
Applied to Content-Based Image Indexing and Retrieval},
booktitle = {17th International Conference on Pattern Recognition, {ICPR} 2004,
Cambridge, UK, August 23-26, 2004},
pages = {1005--1009},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/ICPR.2004.1334429},
doi = {10.1109/ICPR.2004.1334429},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/KoskelaLO04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sspr/Oja04,
author = {Erkki Oja},
editor = {Ana L. N. Fred and
Terry Caelli and
Robert P. W. Duin and
Aur{\'{e}}lio C. Campilho and
Dick de Ridder},
title = {Finding Clusters and Components by Unsupervised Learning},
booktitle = {Structural, Syntactic, and Statistical Pattern Recognition, Joint
{IAPR} International Workshops, {SSPR} 2004 and {SPR} 2004, Lisbon,
Portugal, August 18-20, 2004 Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3138},
pages = {1--15},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-27868-9\_1},
doi = {10.1007/978-3-540-27868-9\_1},
timestamp = {Fri, 27 Mar 2020 08:58:07 +0100},
biburl = {https://dblp.org/rec/conf/sspr/Oja04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieiceta/ValpolaOIHK03,
author = {Harri Valpola and
Erkki Oja and
Alexander Ilin and
Antti Honkela and
Juha Karhunen},
title = {Nonlinear Blind Source Separation by Variational Bayesian Learning},
journal = {{IEICE} Trans. Fundam. Electron. Commun. Comput. Sci.},
volume = {86-A},
number = {3},
pages = {532--541},
year = {2003},
url = {http://search.ieice.org/bin/summary.php?id=e86-a\_3\_532},
timestamp = {Tue, 08 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ieiceta/ValpolaOIHK03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdar/AkselaGLOK03,
author = {Matti Aksela and
Ramunas Girdziusas and
Jorma Laaksonen and
Erkki Oja and
Jari Kangas},
title = {Methods for adaptive combination of classifiers with application to
recognition of handwritten characters},
journal = {Int. J. Document Anal. Recognit.},
volume = {6},
number = {1},
pages = {23--41},
year = {2003},
url = {https://doi.org/10.1007/s10032-002-0097-1},
doi = {10.1007/S10032-002-0097-1},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijdar/AkselaGLOK03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LeeCOA03,
author = {Te{-}Won Lee and
Jean{-}Fran{\c{c}}ois Cardoso and
Erkki Oja and
Shun{-}ichi Amari},
title = {Introduction to Special Issue on Independent Components Analysis},
journal = {J. Mach. Learn. Res.},
volume = {4},
pages = {1175--1176},
year = {2003},
url = {http://jmlr.org/papers/volume4/lee03a/lee03a.ps},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LeeCOA03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/FunaroOV03,
author = {Maria Funaro and
Erkki Oja and
Harri Valpola},
title = {Independent component analysis for artefact separation in astrophysical
images},
journal = {Neural Networks},
volume = {16},
number = {3-4},
pages = {469--478},
year = {2003},
url = {https://doi.org/10.1016/S0893-6080(03)00017-0},
doi = {10.1016/S0893-6080(03)00017-0},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/FunaroOV03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icann/2003,
editor = {Okyay Kaynak and
Ethem Alpaydin and
Erkki Oja and
Lei Xu},
title = {Artificial Neural Networks and Neural Information Processing - {ICANN/ICONIP}
2003, Joint International Conference {ICANN/ICONIP} 2003, Istanbul,
Turkey, June 26-29, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2714},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/3-540-44989-2},
doi = {10.1007/3-540-44989-2},
isbn = {3-540-40408-2},
timestamp = {Wed, 18 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/2003.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmiv/BrandtLO02,
author = {Sami S. Brandt and
Jorma Laaksonen and
Erkki Oja},
title = {Statistical Shape Features for Content-Based Image Retrieval},
journal = {J. Math. Imaging Vis.},
volume = {17},
number = {2},
pages = {187--198},
year = {2002},
url = {https://doi.org/10.1023/A:1020689721567},
doi = {10.1023/A:1020689721567},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmiv/BrandtLO02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcs/Oja02,
author = {Erkki Oja},
title = {Unsupervised learning in neural computation},
journal = {Theor. Comput. Sci.},
volume = {287},
number = {1},
pages = {187--207},
year = {2002},
url = {https://doi.org/10.1016/S0304-3975(02)00160-3},
doi = {10.1016/S0304-3975(02)00160-3},
timestamp = {Wed, 17 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcs/Oja02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/LaaksonenKO02,
author = {Jorma Laaksonen and
Markus Koskela and
Erkki Oja},
title = {PicSOM-self-organizing image retrieval with {MPEG-7} content descriptors},
journal = {{IEEE} Trans. Neural Networks},
volume = {13},
number = {4},
pages = {841--853},
year = {2002},
url = {https://doi.org/10.1109/TNN.2002.1021885},
doi = {10.1109/TNN.2002.1021885},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/LaaksonenKO02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/Oja02,
author = {Erkki Oja},
editor = {Tapio Elomaa and
Heikki Mannila and
Hannu Toivonen},
title = {Finding Hidden Factors Using Independent Component Analysis},
booktitle = {Machine Learning: {ECML} 2002, 13th European Conference on Machine
Learning, Helsinki, Finland, August 19-23, 2002, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2430},
pages = {505},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-36755-1\_42},
doi = {10.1007/3-540-36755-1\_42},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/ecml/Oja02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/his/Oja02,
author = {Erkki Oja},
editor = {Ajith Abraham and
Javier Ruiz{-}del{-}Solar and
Mario K{\"{o}}ppen},
title = {Independent Component Analisys},
booktitle = {Soft Computing Systems - Design, Management and Applications, {HIS}
2002, December 1-4, 2002, Santiago, Chile},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {87},
pages = {3},
publisher = {{IOS} Press},
year = {2002},
timestamp = {Tue, 02 Dec 2003 15:04:47 +0100},
biburl = {https://dblp.org/rec/conf/his/Oja02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/KoskelaLO02,
author = {Markus Koskela and
Jorma Laaksonen and
Erkki Oja},
editor = {Jos{\'{e}} R. Dorronsoro},
title = {Implementing Relevance Feedback as Convolutions of Local Neighborhoods
on Self-Organizing Maps},
booktitle = {Artificial Neural Networks - {ICANN} 2002, International Conference,
Madrid, Spain, August 28-30, 2002, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2415},
pages = {981--986},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-46084-5\_159},
doi = {10.1007/3-540-46084-5\_159},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/KoskelaLO02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icfhr/AkselaGLOK02,
author = {Matti Aksela and
Ramunas Girdziusas and
Jorma Laaksonen and
Erkki Oja and
Jari Kangas},
title = {Class-confidence critic combining},
booktitle = {Proceedings of the Eighth International Workshop on Frontiers in Handwriting
Recognition, {IWFHR} 2002, Niagara-on-the-Lake, Ontario, Canada, August
6-8, 2002},
pages = {201--206},
publisher = {{IEEE} Computer Society},
year = {2002},
url = {https://doi.org/10.1109/IWFHR.2002.1030909},
doi = {10.1109/IWFHR.2002.1030909},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icfhr/AkselaGLOK02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/KoskelaLO02,
author = {Markus Koskela and
Jorma Laaksonen and
Erkki Oja},
title = {Using {MPEG-7} Descriptors in Image Retrieval with Self-Organizing
Maps},
booktitle = {16th International Conference on Pattern Recognition, {ICPR} 2002,
Quebec, Canada, August 11-15, 2002},
pages = {1049--1052},
publisher = {{IEEE} Computer Society},
year = {2002},
url = {https://doi.org/10.1109/ICPR.2002.1048485},
doi = {10.1109/ICPR.2002.1048485},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/KoskelaLO02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nnsp/RistaniemiRKO02,
author = {Tapani Ristaniemi and
Karthikesh Raju and
Juha Karhunen and
Erkki Oja},
title = {Jammer cancellation in {DS-CDMA} arrays: pre and post switching of
{ICA} and {RAKE}},
booktitle = {Proceedings of the 12th {IEEE} Workshop on Neural Networks for Signal
Processing, {NNSP} 2002, Martigny, Valais, Switzerland, September
4-6, 2002},
pages = {495--504},
publisher = {{IEEE}},
year = {2002},
url = {https://doi.org/10.1109/NNSP.2002.1030061},
doi = {10.1109/NNSP.2002.1030061},
timestamp = {Wed, 16 Oct 2019 14:14:54 +0200},
biburl = {https://dblp.org/rec/conf/nnsp/RistaniemiRKO02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Oja02,
author = {Erkki Oja},
editor = {Tapio Elomaa and
Heikki Mannila and
Hannu Toivonen},
title = {Finding Hidden Factors UsingIndependent Component Analysis},
booktitle = {Principles of Data Mining and Knowledge Discovery, 6th European Conference,
{PKDD} 2002, Helsinki, Finland, August 19-23, 2002, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2431},
pages = {488},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-45681-3\_40},
doi = {10.1007/3-540-45681-3\_40},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/Oja02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/visual/KoskelaLO02,
author = {Markus Koskela and
Jorma Laaksonen and
Erkki Oja},
editor = {Shi{-}Kuo Chang and
Zhe Chen and
Suh{-}Yin Lee},
title = {{MPEG-7} Descriptors in Content-Based Image Retrieval with PicSOM
System},
booktitle = {Recent Advances in Visual Information Systems, 5th International Conference,
{VISUAL} 2002 Hsin Chu, Taiwan, March 11-13, 2002, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2314},
pages = {247--258},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-45925-1\_23},
doi = {10.1007/3-540-45925-1\_23},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/visual/KoskelaLO02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/wi/HyvarinenKO01,
author = {Aapo Hyv{\"{a}}rinen and
Juha Karhunen and
Erkki Oja},
title = {Independent Component Analysis},
publisher = {Wiley},
year = {2001},
url = {https://doi.org/10.1002/0471221317},
doi = {10.1002/0471221317},
isbn = {0-471-40540-X},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/wi/HyvarinenKO01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdar/VuoriLOK01,
author = {Vuokko Vuori and
Jorma Laaksonen and
Erkki Oja and
Jari Kangas},
title = {Experiments with adaptation strategies for a prototype-based recognition
system for isolated handwritten characters},
journal = {Int. J. Document Anal. Recognit.},
volume = {3},
number = {3},
pages = {150--159},
year = {2001},
url = {https://doi.org/10.1007/PL00013555},
doi = {10.1007/PL00013555},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijdar/VuoriLOK01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/KoivunenEO01,
author = {Visa Koivunen and
Mihai Enescu and
Erkki Oja},
title = {Adaptive Algorithm for Blind Separation from Noisy Time-Varying Mixtures},
journal = {Neural Comput.},
volume = {13},
number = {10},
pages = {2339--2357},
year = {2001},
url = {https://doi.org/10.1162/089976601750541822},
doi = {10.1162/089976601750541822},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/KoivunenEO01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/paa/LaaksonenKLO01,
author = {Jorma Laaksonen and
Markus Koskela and
Sami Laakso and
Erkki Oja},
title = {Self-Organising Maps as a Relevance Feedback Technique in Content-Based
Image Retrieval},
journal = {Pattern Anal. Appl.},
volume = {4},
number = {2-3},
pages = {140--152},
year = {2001},
url = {http://www.springerlink.com/openurl.asp?genre=article\&\#38;issn=1433-7541\&\#38;volume=4\&\#38;issue=2\&\#38;spage=140},
timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/paa/LaaksonenKLO01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/OjalaVOP01,
author = {Timo Ojala and
Kimmo Valkealahti and
Erkki Oja and
Matti Pietik{\"{a}}inen},
title = {Texture discrimination with multidimensional distributions of signed
gray-level differences},
journal = {Pattern Recognit.},
volume = {34},
number = {3},
pages = {727--739},
year = {2001},
url = {https://doi.org/10.1016/S0031-3203(00)00010-8},
doi = {10.1016/S0031-3203(00)00010-8},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/OjalaVOP01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icapr/AkselaLOK01,
author = {Matti Aksela and
Jorma Laaksonen and
Erkki Oja and
Jari Kangas},
editor = {Sameer Singh and
Nabeel A. Murshed and
Walter G. Kropatsch},
title = {Application of Adaptive Committee Classifiers in On-Line Character
Recognition},
booktitle = {Advances in Pattern Recognition - {ICAPR} 2001, Second International
Conference Rio de Janeiro, Brazil, March 11-14, 2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2013},
pages = {270--279},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44732-6\_28},
doi = {10.1007/3-540-44732-6\_28},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icapr/AkselaLOK01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdar/VuoriLOK01,
author = {Vuokko Vuori and
Jorma Laaksonen and
Erkki Oja and
Jari Kangas},
title = {Speeding Up On-line Recognition of Handwritten Characters by Pruning
the Prototype Set},
booktitle = {6th International Conference on Document Analysis and Recognition
{(ICDAR} 2001), 10-13 September 2001, Seattle, WA, {USA}},
pages = {501--507},
publisher = {{IEEE} Computer Society},
year = {2001},
url = {https://doi.org/10.1109/ICDAR.2001.953840},
doi = {10.1109/ICDAR.2001.953840},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdar/VuoriLOK01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdar/AkselaLOK01,
author = {Matti Aksela and
Jorma Laaksonen and
Erkki Oja and
Jari Kangas},
title = {Rejection Methods for an Adaptive Committee Classifier},
booktitle = {6th International Conference on Document Analysis and Recognition
{(ICDAR} 2001), 10-13 September 2001, Seattle, WA, {USA}},
pages = {982--986},
publisher = {{IEEE} Computer Society},
year = {2001},
url = {https://doi.org/10.1109/ICDAR.2001.953932},
doi = {10.1109/ICDAR.2001.953932},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdar/AkselaLOK01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsom/LaaksoLKO01,
author = {Sami Laakso and
Jorma Laaksonen and
Markus Koskela and
Erkki Oja},
editor = {Nigel M. Allinson and
Hujun Yin and
Lesley Allinson and
Jon M. Slack},
title = {Self-Organizing Maps of Web Link Information},
booktitle = {Advances in Self-Organising Maps, {WSOM} 2001, Lincoln, UK, 13-15
June, 2011},
pages = {146--151},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/978-1-4471-0715-6\_21},
doi = {10.1007/978-1-4471-0715-6\_21},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsom/LaaksoLKO01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/HyvarinenO00,
author = {Aapo Hyv{\"{a}}rinen and
Erkki Oja},
title = {Independent component analysis: algorithms and applications},
journal = {Neural Networks},
volume = {13},
number = {4-5},
pages = {411--430},
year = {2000},
url = {https://doi.org/10.1016/S0893-6080(00)00026-5},
doi = {10.1016/S0893-6080(00)00026-5},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/HyvarinenO00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/VigarioO00,
author = {Ricardo Vig{\'{a}}rio and
Erkki Oja},
title = {Independence: a new criterion for the analysis of the electromagnetic
fields in the global brain?},
journal = {Neural Networks},
volume = {13},
number = {8-9},
pages = {891--907},
year = {2000},
url = {https://doi.org/10.1016/S0893-6080(00)00073-3},
doi = {10.1016/S0893-6080(00)00073-3},
timestamp = {Wed, 19 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/VigarioO00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/LaaksonenKLO00,
author = {Jorma Laaksonen and
Markus Koskela and
Sami Laakso and
Erkki Oja},
title = {PicSOM - content-based image retrieval with self-organizing maps},
journal = {Pattern Recognit. Lett.},
volume = {21},
number = {13-14},
pages = {1199--1207},
year = {2000},
url = {https://doi.org/10.1016/S0167-8655(00)00082-9},
doi = {10.1016/S0167-8655(00)00082-9},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/LaaksonenKLO00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbe/VigarioSJHO00,
author = {Ricardo Vig{\'{a}}rio and
Jaakko S{\"{a}}rel{\"{a}} and
V. Jousmiki and
Matti H{\"{a}}m{\"{a}}l{\"{a}}inen and
Erkki Oja},
title = {Independent component approach to the analysis of {EEG} and {MEG}
recordings},
journal = {{IEEE} Trans. Biomed. Eng.},
volume = {47},
number = {5},
pages = {589--593},
year = {2000},
url = {https://doi.org/10.1109/10.841330},
doi = {10.1109/10.841330},
timestamp = {Wed, 19 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbe/VigarioSJHO00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/VuoriLOK00,
author = {Vuokko Vuori and
Jorma Laaksonen and
Erkki Oja and
Jari Kangas},
title = {Controlling On-Line Adaptation of a Prototype-Based Classifier for
Handwritten Characters},
booktitle = {15th International Conference on Pattern Recognition, ICPR'00, Barcelona,
Spain, September 3-8, 2000},
pages = {2331--2334},
publisher = {{IEEE} Computer Society},
year = {2000},
url = {https://doi.org/10.1109/ICPR.2000.906080},
doi = {10.1109/ICPR.2000.906080},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/VuoriLOK00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/BrandLO00,
author = {Sami S. Brandt and
Jorma Laaksonen and
Erkki Oja},
title = {Statistical Shape Features in Content-Based Image Retrieval},
booktitle = {15th International Conference on Pattern Recognition, ICPR'00, Barcelona,
Spain, September 3-8, 2000},
pages = {6062--6066},
publisher = {{IEEE} Computer Society},
year = {2000},
url = {https://doi.org/10.1109/ICPR.2000.906258},
doi = {10.1109/ICPR.2000.906258},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/BrandLO00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/visual/KoselkaLLO00,
author = {Markus Koskela and
Jorma Laaksonen and
Sami Laakso and
Erkki Oja},
editor = {Robert Laurini},
title = {Evaluating the Performance of Content-Based Image Retrieval Systems},
booktitle = {Advances in Visual Information Systems, 4th International Conference,
{VISUAL} 2000, Lyon, France, November 2-4, 2000, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1929},
pages = {430--441},
publisher = {Springer},
year = {2000},
url = {https://doi.org/10.1007/3-540-40053-2\_38},
doi = {10.1007/3-540-40053-2\_38},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/visual/KoselkaLLO00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijns/GiannakopoulosKO99,
author = {Xavier Giannakopoulos and
Juha Karhunen and
Erkki Oja},
title = {An Experimental Comparison of Neural Algorithms for Independent Component
Analysis and Blind Separation},
journal = {Int. J. Neural Syst.},
volume = {9},
number = {2},
pages = {99--114},
year = {1999},
url = {https://doi.org/10.1142/S0129065799000101},
doi = {10.1142/S0129065799000101},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijns/GiannakopoulosKO99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/paa/OjaHH99,
author = {Erkki Oja and
Aapo Hyv{\"{a}}rinen and
Patrik O. Hoyer},
title = {Image Feature Extraction and Denoising by Sparse Coding},
journal = {Pattern Anal. Appl.},
volume = {2},
number = {2},
pages = {104--110},
year = {1999},
url = {https://doi.org/10.1007/s100440050021},
doi = {10.1007/S100440050021},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/paa/OjaHH99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdar/VuoriLOK99,
author = {Vuokko Vuori and
Jorma Laaksonen and
Erkki Oja and
Jari Kangas},
title = {On-line Adaptation in Recognition of Handwritten Alphanumeric Characters},
booktitle = {Fifth International Conference on Document Analysis and Recognition,
{ICDAR} 1999, 20-22 September, 1999, Bangalore, India},
pages = {792--795},
publisher = {{IEEE} Computer Society},
year = {1999},
url = {https://doi.org/10.1109/ICDAR.1999.791907},
doi = {10.1109/ICDAR.1999.791907},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdar/VuoriLOK99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdar/LaaksonenAOK99,
author = {Jorma Laaksonen and
Matti Aksela and
Erkki Oja and
Jari Kangas},
title = {Dynamically Expanding Context as Committee Adaptation Method in On-Line
Recognition of Handwritten Latin Characters},
booktitle = {Fifth International Conference on Document Analysis and Recognition,
{ICDAR} 1999, 20-22 September, 1999, Bangalore, India},
pages = {796--799},
publisher = {{IEEE} Computer Society},
year = {1999},
url = {https://doi.org/10.1109/ICDAR.1999.791908},
doi = {10.1109/ICDAR.1999.791908},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdar/LaaksonenAOK99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/GiannakopoulosK99,
author = {Xavier Giannakopoulos and
Juha Karhunen and
Erkki Oja},
title = {A comparison of neural {ICA} algorithms using real-world data},
booktitle = {International Joint Conference Neural Networks, {IJCNN} 1999, Washington,
DC, USA, July 10-16, 1999},
pages = {888--893},
publisher = {{IEEE}},
year = {1999},
url = {https://doi.org/10.1109/IJCNN.1999.831070},
doi = {10.1109/IJCNN.1999.831070},
timestamp = {Tue, 10 Aug 2021 14:29:47 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/GiannakopoulosK99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/HyvarinenCO99,
author = {Aapo Hyv{\"{a}}rinen and
Razvan Cristescu and
Erkki Oja},
title = {A fast algorithm for estimating overcomplete {ICA} bases for image
windows},
booktitle = {International Joint Conference Neural Networks, {IJCNN} 1999, Washington,
DC, USA, July 10-16, 1999},
pages = {894--899},
publisher = {{IEEE}},
year = {1999},
url = {https://doi.org/10.1109/IJCNN.1999.831071},
doi = {10.1109/IJCNN.1999.831071},
timestamp = {Tue, 30 Jan 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/HyvarinenCO99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/LaaksonenKO99,
author = {Jorma Laaksonen and
Markus Koskela and
Erkki Oja},
title = {PicSOM: self-organizing maps for content-based image retrieval},
booktitle = {International Joint Conference Neural Networks, {IJCNN} 1999, Washington,
DC, USA, July 10-16, 1999},
pages = {2470--2473},
publisher = {{IEEE}},
year = {1999},
url = {https://doi.org/10.1109/IJCNN.1999.833459},
doi = {10.1109/IJCNN.1999.833459},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/LaaksonenKO99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/LaaksonenAOK99,
author = {Jorma Laaksonen and
Matti Aksela and
Erkki Oja and
Jari Kangas},
title = {Adaptive local subspace classifier in on-line recognition of handwritten
characters},
booktitle = {International Joint Conference Neural Networks, {IJCNN} 1999, Washington,
DC, USA, July 10-16, 1999},
pages = {2812--2815},
publisher = {{IEEE}},
year = {1999},
url = {https://doi.org/10.1109/IJCNN.1999.833527},
doi = {10.1109/IJCNN.1999.833527},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/LaaksonenAOK99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/OjaK99,
author = {Erkki Oja and
Kimmo Kiviluoto},
title = {Data analysis, visualization, and hidden factor discovery by unsupervised
learning},
booktitle = {International Joint Conference Neural Networks, {IJCNN} 1999, Washington,
DC, USA, July 10-16, 1999},
pages = {3871--3876},
publisher = {{IEEE}},
year = {1999},
url = {https://doi.org/10.1109/IJCNN.1999.830773},
doi = {10.1109/IJCNN.1999.830773},
timestamp = {Tue, 30 Jan 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/OjaK99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/VigarioO99,
author = {Ricardo Vig{\'{a}}rio and
Erkki Oja},
editor = {Jos{\'{e}} Mira and
Juan Vincente S{\'{a}}nchez{-}Andr{\'{e}}s},
title = {Independent Component Analysis of Human Brain Waves},
booktitle = {Engineering Applications of Bio-Inspired Artificial Neural Networks,
International Work-Conference on Artificial and Natural Neural Networks,
{IWANN} '99, Alicante, Spain, June 2-4, 1999, Proceedings, Volume
{II}},
series = {Lecture Notes in Computer Science},
volume = {1607},
pages = {238--247},
publisher = {Springer},
year = {1999},
url = {https://doi.org/10.1007/BFb0100490},
doi = {10.1007/BFB0100490},
timestamp = {Wed, 19 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/VigarioO99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/visual/LaaksonenKO99,
author = {Jorma Laaksonen and
Markus Koskela and
Erkki Oja},
editor = {Dionysius P. Huijsmans and
Arnold W. M. Smeulders},
title = {Content-Based Image Retrieval Using Self-Organizing Maps},
booktitle = {Visual Information and Information Systems, Third International Conference,
{VISUAL} '99, Amsterdam, The Netherlands, June 2-4, 1999, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1614},
pages = {541--548},
publisher = {Springer},
year = {1999},
url = {https://doi.org/10.1007/3-540-48762-X\_67},
doi = {10.1007/3-540-48762-X\_67},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/visual/LaaksonenKO99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/KarhunenPO98,
author = {Juha Karhunen and
Petteri Pajunen and
Erkki Oja},
title = {The nonlinear {PCA} criterion in blind source separation: Relations
with other approaches},
journal = {Neurocomputing},
volume = {22},
number = {1-3},
pages = {5--20},
year = {1998},
url = {https://doi.org/10.1016/S0925-2312(98)00046-0},
doi = {10.1016/S0925-2312(98)00046-0},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/KarhunenPO98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/Oja98,
author = {Erkki Oja},
title = {From neural learning to independent components},
journal = {Neurocomputing},
volume = {22},
number = {1-3},
pages = {187--199},
year = {1998},
url = {https://doi.org/10.1016/S0925-2312(98)00057-5},
doi = {10.1016/S0925-2312(98)00057-5},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/Oja98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijprai/LaaksonenO98,
author = {Jorma Laaksonen and
Erkki Oja},
title = {Learning Subspace Classifiers and Error-Corrective Feature Extraction},
journal = {Int. J. Pattern Recognit. Artif. Intell.},
volume = {12},
number = {4},
pages = {423--436},
year = {1998},
url = {https://doi.org/10.1142/S0218001498000270},
doi = {10.1142/S0218001498000270},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijprai/LaaksonenO98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijprai/ValkealahtiO98,
author = {Kimmo Valkealahti and
Erkki Oja},
title = {Texture Classification with Single- and Multiresolution Co-Occurrence
Maps},
journal = {Int. J. Pattern Recognit. Artif. Intell.},
volume = {12},
number = {4},
pages = {437--452},
year = {1998},
url = {https://doi.org/10.1142/S0218001498000282},
doi = {10.1142/S0218001498000282},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijprai/ValkealahtiO98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/KohonenO98,
author = {Teuvo Kohonen and
Erkki Oja},
title = {Visual feature analysis by the self-organising maps},
journal = {Neural Comput. Appl.},
volume = {7},
number = {3},
pages = {273--286},
year = {1998},
url = {https://doi.org/10.1007/BF01414888},
doi = {10.1007/BF01414888},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/KohonenO98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/ValkealahtiO98,
author = {Kimmo Valkealahti and
Erkki Oja},
title = {Reduced Multidimensional Co-Occurrence Histograms in Texture Classification},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {20},
number = {1},
pages = {90--94},
year = {1998},
url = {https://doi.org/10.1109/34.655653},
doi = {10.1109/34.655653},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/ValkealahtiO98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigpro/HyvarinenO98,
author = {Aapo Hyv{\"{a}}rinen and
Erkki Oja},
title = {Independent component analysis by general nonlinear Hebbian-like learning
rules},
journal = {Signal Process.},
volume = {64},
number = {3},
pages = {301--313},
year = {1998},
url = {https://doi.org/10.1016/S0165-1684(97)00197-7},
doi = {10.1016/S0165-1684(97)00197-7},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigpro/HyvarinenO98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/KoivunenPKO98,
author = {Visa Koivunen and
Petteri Pajunen and
Juha Karhunen and
Erkki Oja},
title = {Blind separation from {\(\epsilon\)}-contaminated mixtures},
booktitle = {9th European Signal Processing Conference, {EUSIPCO} 1998, Island
of Rhodes, Greece, 8-11 September, 1998},
pages = {1--4},
publisher = {{IEEE}},
year = {1998},
url = {https://ieeexplore.ieee.org/document/7089797/},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eusipco/KoivunenPKO98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/Oja98,
author = {Erkki Oja},
editor = {Shiro Usui and
Takashi Omori},
title = {Signal Decomposition by Fast {ICA}},
booktitle = {The Fifth International Conference on Neural Information Processing,
ICONIP'R98, Kitakyushu, Japan, October 21-23, 1998, Proceedings},
pages = {594--602},
publisher = {{IOA} Press},
year = {1998},
timestamp = {Tue, 10 May 2005 13:22:06 +0200},
biburl = {https://dblp.org/rec/conf/iconip/Oja98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/Oja98a,
author = {Erkki Oja},
editor = {Shiro Usui and
Takashi Omori},
title = {The Nonlinear {PCA} Approach to {ICA}},
booktitle = {The Fifth International Conference on Neural Information Processing,
ICONIP'R98, Kitakyushu, Japan, October 21-23, 1998, Proceedings},
pages = {725--728},
publisher = {{IOA} Press},
year = {1998},
timestamp = {Tue, 10 May 2005 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iconip/Oja98a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/KiviluotoO98,
author = {Kimmo Kiviluoto and
Erkki Oja},
editor = {Shiro Usui and
Takashi Omori},
title = {Independent Component Analysis for Parallel Financial Time Series},
booktitle = {The Fifth International Conference on Neural Information Processing,
ICONIP'R98, Kitakyushu, Japan, October 21-23, 1998, Proceedings},
pages = {895--898},
publisher = {{IOA} Press},
year = {1998},
timestamp = {Tue, 10 May 2005 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iconip/KiviluotoO98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/ValkealahtiO98,
author = {Kimmo Valkealahti and
Erkki Oja},
editor = {Anil K. Jain and
Svetha Venkatesh and
Brian C. Lovell},
title = {Reduced multidimensional histograms in color texture description},
booktitle = {Fourteenth International Conference on Pattern Recognition, {ICPR}
1998, Brisbane, Australia, 16-20 August, 1998},
pages = {1057--1061},
publisher = {{IEEE} Computer Society},
year = {1998},
url = {https://doi.org/10.1109/ICPR.1998.711873},
doi = {10.1109/ICPR.1998.711873},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/ValkealahtiO98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/HyvarinenOHH98,
author = {Aapo Hyv{\"{a}}rinen and
Erkki Oja and
Patrik O. Hoyer and
Jarmo Hurri},
editor = {Anil K. Jain and
Svetha Venkatesh and
Brian C. Lovell},
title = {Image feature extraction by sparse coding and independent component
analysis},
booktitle = {Fourteenth International Conference on Pattern Recognition, {ICPR}
1998, Brisbane, Australia, 16-20 August, 1998},
pages = {1268--1273},
publisher = {{IEEE} Computer Society},
year = {1998},
url = {https://doi.org/10.1109/ICPR.1998.711932},
doi = {10.1109/ICPR.1998.711932},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/HyvarinenOHH98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HyvarinenHO98,
author = {Aapo Hyv{\"{a}}rinen and
Patrik O. Hoyer and
Erkki Oja},
editor = {Michael J. Kearns and
Sara A. Solla and
David A. Cohn},
title = {Sparse Code Shrinkage: Denoising by Nonlinear Maximum Likelihood Estimation},
booktitle = {Advances in Neural Information Processing Systems 11, {[NIPS} Conference,
Denver, Colorado, USA, November 30 - December 5, 1998]},
pages = {473--479},
publisher = {The {MIT} Press},
year = {1998},
url = {http://papers.nips.cc/paper/1612-sparse-code-shrinkage-denoising-by-nonlinear-maximum-likelihood-estimation},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/HyvarinenHO98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/Oja97,
author = {Erkki Oja},
title = {The nonlinear {PCA} learning rule in independent component analysis},
journal = {Neurocomputing},
volume = {17},
number = {1},
pages = {25--45},
year = {1997},
url = {https://doi.org/10.1016/S0925-2312(97)00045-3},
doi = {10.1016/S0925-2312(97)00045-3},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/Oja97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/HyvarinenO97,
author = {Aapo Hyv{\"{a}}rinen and
Erkki Oja},
title = {A Fast Fixed-Point Algorithm for Independent Component Analysis},
journal = {Neural Comput.},
volume = {9},
number = {7},
pages = {1483--1492},
year = {1997},
url = {https://doi.org/10.1162/neco.1997.9.7.1483},
doi = {10.1162/NECO.1997.9.7.1483},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/HyvarinenO97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/HolmstromKLO97,
author = {Lasse Holmstr{\"{o}}m and
Petri Koistinen and
Jorma Laaksonen and
Erkki Oja},
title = {Neural and statistical classifiers-taxonomy and two case studies},
journal = {{IEEE} Trans. Neural Networks},
volume = {8},
number = {1},
pages = {5--17},
year = {1997},
url = {https://doi.org/10.1109/72.554187},
doi = {10.1109/72.554187},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/HolmstromKLO97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/KarhunenOWVJ97,
author = {Juha Karhunen and
Erkki Oja and
Liuyue Wang and
Ricardo Vig{\'{a}}rio and
Jyrki Joutsensalo},
title = {A class of neural networks for independent component analysis},
journal = {{IEEE} Trans. Neural Networks},
volume = {8},
number = {3},
pages = {486--504},
year = {1997},
url = {https://doi.org/10.1109/72.572090},
doi = {10.1109/72.572090},
timestamp = {Wed, 19 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/KarhunenOWVJ97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/OjaKH97,
author = {Erkki Oja and
Juha Karhunen and
Aapo Hyv{\"{a}}rinen},
editor = {Wulfram Gerstner and
Alain Germond and
Martin Hasler and
Jean{-}Daniel Nicoud},
title = {From Neural Principal Components to Neural Independent Components},
booktitle = {Artificial Neural Networks - {ICANN} '97, 7th International Conference,
Lausanne, Switzerland, October 8-10, 1997, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1327},
pages = {519--528},
publisher = {Springer},
year = {1997},
url = {https://doi.org/10.1007/BFb0020207},
doi = {10.1007/BFB0020207},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/icann/OjaKH97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/OjaV97,
author = {Erkki Oja and
Kimmo Valkealahti},
editor = {Wulfram Gerstner and
Alain Germond and
Martin Hasler and
Jean{-}Daniel Nicoud},
title = {Local Independent Component Analysis by the Self-Organizing Map},
booktitle = {Artificial Neural Networks - {ICANN} '97, 7th International Conference,
Lausanne, Switzerland, October 8-10, 1997, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1327},
pages = {553--558},
publisher = {Springer},
year = {1997},
url = {https://doi.org/10.1007/BFb0020212},
doi = {10.1007/BFB0020212},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/OjaV97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/KarhunenHVHO97,
author = {Juha Karhunen and
Aapo Hyv{\"{a}}rinen and
Ricardo Vig{\'{a}}rio and
Jarmo Hurri and
Erkki Oja},
title = {Applications of neural blind separation to signal and image processing},
booktitle = {1997 {IEEE} International Conference on Acoustics, Speech, and Signal
Processing, {ICASSP} '97, Munich, Germany, April 21-24, 1997},
pages = {131--134},
publisher = {{IEEE} Computer Society},
year = {1997},
url = {https://doi.org/10.1109/ICASSP.1997.599569},
doi = {10.1109/ICASSP.1997.599569},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/KarhunenHVHO97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/VigarioJHHO97,
author = {Ricardo Vig{\'{a}}rio and
Veikko Jousm{\"{a}}ki and
Matti H{\"{a}}m{\"{a}}l{\"{a}}inen and
Riitta Hari and
Erkki Oja},
editor = {Michael I. Jordan and
Michael J. Kearns and
Sara A. Solla},
title = {Independent Component Analysis for Identification of Artifacts in
Magnetoencephalographic Recordings},
booktitle = {Advances in Neural Information Processing Systems 10, {[NIPS} Conference,
Denver, Colorado, USA, 1997]},
pages = {229--235},
publisher = {The {MIT} Press},
year = {1997},
url = {http://papers.nips.cc/paper/1466-independent-component-analysis-for-identification-of-artifacts-in-magnetoencephalographic-recordings},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/VigarioJHHO97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KiviluotoO97,
author = {Kimmo Kiviluoto and
Erkki Oja},
editor = {Michael I. Jordan and
Michael J. Kearns and
Sara A. Solla},
title = {S-Map: {A} Network with a Simple Self-Organization Algorithm for Generative
Topographic Mappings},
booktitle = {Advances in Neural Information Processing Systems 10, {[NIPS} Conference,
Denver, Colorado, USA, 1997]},
pages = {549--555},
publisher = {The {MIT} Press},
year = {1997},
url = {http://papers.nips.cc/paper/1417-s-map-a-network-with-a-simple-self-organization-algorithm-for-generative-topographic-mappings},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/KiviluotoO97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijns/HyvarinenO96,
author = {Aapo Hyv{\"{a}}rinen and
Erkki Oja},
title = {Simple Neuron Models for Independent Component Analysis},
journal = {Int. J. Neural Syst.},
volume = {7},
number = {6},
pages = {671--688},
year = {1996},
url = {http://ejournals.wspc.com.sg/ijns/07/0706/hyva.html},
timestamp = {Fri, 16 Jul 2004 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijns/HyvarinenO96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/OjaW96,
author = {Erkki Oja and
Liuyue Wang},
title = {Neural fitting: Robustness by anti-Hebbian learning},
journal = {Neurocomputing},
volume = {12},
number = {2-3},
pages = {155--170},
year = {1996},
url = {https://doi.org/10.1016/0925-2312(95)00118-2},
doi = {10.1016/0925-2312(95)00118-2},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/OjaW96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/OjaW96,
author = {Erkki Oja and
Liuyue Wang},
title = {Robust fitting by nonlinear neural units},
journal = {Neural Networks},
volume = {9},
number = {3},
pages = {435--444},
year = {1996},
url = {https://doi.org/10.1016/0893-6080(95)00071-2},
doi = {10.1016/0893-6080(95)00071-2},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/OjaW96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pieee/KohonenOSVK96,
author = {Teuvo Kohonen and
Erkki Oja and
Olli Simula and
Aari Visa and
Jari Kangas},
title = {Engineering applications of the self-organizing map},
journal = {Proc. {IEEE}},
volume = {84},
number = {10},
pages = {1358--1384},
year = {1996},
url = {https://doi.org/10.1109/5.537105},
doi = {10.1109/5.537105},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pieee/KohonenOSVK96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/OjaV96,
author = {Erkki Oja and
Kimmo Valkealahti},
title = {Co-occurrence map: Quantizing multidimensional texture histograms},
journal = {Pattern Recognit. Lett.},
volume = {17},
number = {7},
pages = {723--730},
year = {1996},
url = {https://doi.org/10.1016/0167-8655(96)00018-9},
doi = {10.1016/0167-8655(96)00018-9},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/OjaV96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/KalviainenHO96,
author = {Heikki K{\"{a}}lvi{\"{a}}inen and
Petri Hirvonen and
Erkki Oja},
title = {Houghtool -- {A} software package for the use of the Hough transform},
journal = {Pattern Recognit. Lett.},
volume = {17},
number = {8},
pages = {889--897},
year = {1996},
url = {https://doi.org/10.1016/0167-8655(96)00049-9},
doi = {10.1016/0167-8655(96)00049-9},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/prl/KalviainenHO96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/LaaksonenO96,
author = {Jorma Laaksonen and
Erkki Oja},
editor = {Christoph von der Malsburg and
Werner von Seelen and
Jan C. Vorbr{\"{u}}ggen and
Bernhard Sendhoff},
title = {Subspace Dimension Selection and Averaged Learning Subspace Method
in Handwritten Digit Classification},
booktitle = {Artificial Neural Networks - {ICANN} 96, 1996 International Conference,
Bochum, Germany, July 16-19, 1996, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1112},
pages = {227--232},
publisher = {Springer},
year = {1996},
url = {https://doi.org/10.1007/3-540-61510-5\_41},
doi = {10.1007/3-540-61510-5\_41},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/LaaksonenO96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/ValkealahtiO96,
author = {Kimmo Valkealahti and
Erkki Oja},
editor = {Christoph von der Malsburg and
Werner von Seelen and
Jan C. Vorbr{\"{u}}ggen and
Bernhard Sendhoff},
title = {Optimal Texture Feature Selection for the Co-Occurrence Map},
booktitle = {Artificial Neural Networks - {ICANN} 96, 1996 International Conference,
Bochum, Germany, July 16-19, 1996, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1112},
pages = {245--250},
publisher = {Springer},
year = {1996},
url = {https://doi.org/10.1007/3-540-61510-5\_44},
doi = {10.1007/3-540-61510-5\_44},
timestamp = {Mon, 22 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/ValkealahtiO96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icnn/HyvarinenO96,
author = {Aapo Hyv{\"{a}}rinen and
Erkki Oja},
title = {A neuron that learns to separate one signal from a mixture of independent
sources},
booktitle = {Proceedings of International Conference on Neural Networks (ICNN'96),
Washington, DC, USA, June 3-6, 1996},
pages = {62--67},
publisher = {{IEEE}},
year = {1996},
url = {https://doi.org/10.1109/ICNN.1996.548867},
doi = {10.1109/ICNN.1996.548867},
timestamp = {Fri, 23 Aug 2019 13:25:16 +0200},
biburl = {https://dblp.org/rec/conf/icnn/HyvarinenO96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icnn/LaaksonenO96,
author = {Jorma Laaksonen and
Erkki Oja},
title = {Classification with learning k-nearest neighbors},
booktitle = {Proceedings of International Conference on Neural Networks (ICNN'96),
Washington, DC, USA, June 3-6, 1996},
pages = {1480--1483},
publisher = {{IEEE}},
year = {1996},
url = {https://doi.org/10.1109/ICNN.1996.549118},
doi = {10.1109/ICNN.1996.549118},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icnn/LaaksonenO96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/HolmstromKLO96,
author = {Lasse Holmstr{\"{o}}m and
Petri Koistinen and
Jorma Laaksonen and
Erkki Oja},
title = {Neural network and statistical perspectives of classification},
booktitle = {13th International Conference on Pattern Recognition, {ICPR} 1996,
Vienna, Austria, 25-19 August, 1996},
pages = {286--290},
publisher = {{IEEE} Computer Society},
year = {1996},
url = {https://doi.org/10.1109/ICPR.1996.547432},
doi = {10.1109/ICPR.1996.547432},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/HolmstromKLO96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HyvarinenO96,
author = {Aapo Hyv{\"{a}}rinen and
Erkki Oja},
editor = {Michael Mozer and
Michael I. Jordan and
Thomas Petsche},
title = {One-unit Learning Rules for Independent Component Analysis},
booktitle = {Advances in Neural Information Processing Systems 9, NIPS, Denver,
CO, USA, December 2-5, 1996},
pages = {480--486},
publisher = {{MIT} Press},
year = {1996},
url = {http://papers.nips.cc/paper/1315-one-unit-learning-rules-for-independent-component-analysis},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/HyvarinenO96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ivc/KalviainenHXO95,
author = {Heikki K{\"{a}}lvi{\"{a}}inen and
Petri Hirvonen and
Lei Xu and
Erkki Oja},
title = {Probabilistic and non-probabilistic Hough transforms: overview and
comparisons},
journal = {Image Vis. Comput.},
volume = {13},
number = {4},
pages = {239--252},
year = {1995},
url = {https://doi.org/10.1016/0262-8856(95)99713-B},
doi = {10.1016/0262-8856(95)99713-B},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ivc/KalviainenHXO95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/LampinenO95,
author = {Jouko Lampinen and
Erkki Oja},
title = {Distortion tolerant pattern recognition based on self-organizing feature
extraction},
journal = {{IEEE} Trans. Neural Networks},
volume = {6},
number = {3},
pages = {539--547},
year = {1995},
url = {https://doi.org/10.1109/72.377961},
doi = {10.1109/72.377961},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/LampinenO95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icnn/OjaV95,
author = {Erkki Oja and
Kimmo Valkealahti},
title = {Compressing higher-order co-occurrences for texture analysis using
the self-organizing map},
booktitle = {Proceedings of International Conference on Neural Networks (ICNN'95),
Perth, WA, Australia, November 27 - December 1, 1995},
pages = {1160--1164},
publisher = {{IEEE}},
year = {1995},
url = {https://doi.org/10.1109/ICNN.1995.487689},
doi = {10.1109/ICNN.1995.487689},
timestamp = {Thu, 29 Aug 2019 08:54:05 +0200},
biburl = {https://dblp.org/rec/conf/icnn/OjaV95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icnn/WangKO95,
author = {Liuyue Wang and
Juha Karhunen and
Erkki Oja},
title = {A bigradient optimization approach for robust PCA, MCA, and source
separation},
booktitle = {Proceedings of International Conference on Neural Networks (ICNN'95),
Perth, WA, Australia, November 27 - December 1, 1995},
pages = {1684--1689},
publisher = {{IEEE}},
year = {1995},
url = {https://doi.org/10.1109/ICNN.1995.488872},
doi = {10.1109/ICNN.1995.488872},
timestamp = {Thu, 29 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icnn/WangKO95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/KalviainenHXO94,
author = {Heikki K{\"{a}}lvi{\"{a}}inen and
Petri Hirvonen and
Lei Xu and
Erkki Oja},
editor = {Jan{-}Olof Eklundh},
title = {Comparisons of Probabilistic and Non-probabilistic Hough Transforms},
booktitle = {Computer Vision - ECCV'94, Third European Conference on Computer Vision,
Stockholm, Sweden, May 2-6, 1994, Proceedings, Volume {II}},
series = {Lecture Notes in Computer Science},
volume = {801},
pages = {351--360},
publisher = {Springer},
year = {1994},
url = {https://doi.org/10.1007/BFb0028367},
doi = {10.1007/BFB0028367},
timestamp = {Tue, 14 May 2019 10:00:45 +0200},
biburl = {https://dblp.org/rec/conf/eccv/KalviainenHXO94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/0001KO93,
author = {Lei Xu and
Adam Krzyzak and
Erkki Oja},
title = {Rival penalized competitive learning for clustering analysis, {RBF}
net, and curve detection},
journal = {{IEEE} Trans. Neural Networks},
volume = {4},
number = {4},
pages = {636--649},
year = {1993},
url = {https://doi.org/10.1109/72.238318},
doi = {10.1109/72.238318},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/0001KO93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmiv/LampinenO92,
author = {Jouko Lampinen and
Erkki Oja},
title = {Clustering properties of hierarchical self-organizing maps},
journal = {J. Math. Imaging Vis.},
volume = {2},
number = {2-3},
pages = {261--272},
year = {1992},
url = {https://doi.org/10.1007/BF00118594},
doi = {10.1007/BF00118594},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmiv/LampinenO92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/XuOS92,
author = {Lei Xu and
Erkki Oja and
Ching Y. Suen},
title = {Modified Hebbian learning for curve and surface fitting},
journal = {Neural Networks},
volume = {5},
number = {3},
pages = {441--457},
year = {1992},
url = {https://doi.org/10.1016/0893-6080(92)90006-5},
doi = {10.1016/0893-6080(92)90006-5},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/XuOS92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/Oja92,
author = {Erkki Oja},
title = {Principal components, minor components, and linear neural networks},
journal = {Neural Networks},
volume = {5},
number = {6},
pages = {927--935},
year = {1992},
url = {https://doi.org/10.1016/S0893-6080(05)80089-9},
doi = {10.1016/S0893-6080(05)80089-9},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/Oja92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/XuO92,
author = {Lei Xu and
Erkki Oja},
title = {Further developments on {RHT:} basic mechanisms, algorithms, and computational
complexities},
booktitle = {11th {IAPR} International Conference on Pattern Recognition, {ICPR}
1992. Conference {A:} Computer Vision and Applications, The Hague,
Netherlands, August 30-September 3, 1992},
pages = {125--128},
publisher = {{IEEE}},
year = {1992},
url = {https://doi.org/10.1109/ICPR.1992.201523},
doi = {10.1109/ICPR.1992.201523},
timestamp = {Mon, 09 Aug 2021 14:54:01 +0200},
biburl = {https://dblp.org/rec/conf/icpr/XuO92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/XuKO92,
author = {Lei Xu and
Adam Krzyzak and
Erkki Oja},
title = {Unsupervised and supervised classifications by rival penalized competitive
learning},
booktitle = {11th {IAPR} International Conference on Pattern Recognition, {ICPR}
1992. Conference {B:} Pattern Recognition Methodology and Systems,
The Hague, Netherlands, August 30-September 3, 1992},
pages = {496--499},
publisher = {{IEEE}},
year = {1992},
url = {https://doi.org/10.1109/ICPR.1992.201826},
doi = {10.1109/ICPR.1992.201826},
timestamp = {Mon, 09 Aug 2021 14:54:01 +0200},
biburl = {https://dblp.org/rec/conf/icpr/XuKO92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/KalviainenOX92,
author = {Heikki K{\"{a}}lvi{\"{a}}inen and
Erkki Oja and
Lei Xu},
title = {Randomized Hough transform applied to translational and rotational
motion analysis},
booktitle = {11th {IAPR} International Conference on Pattern Recognition, {ICPR}
1992. Conference {A:} Computer Vision and Applications, The Hague,
Netherlands, August 30-September 3, 1992},
pages = {672--675},
publisher = {{IEEE}},
year = {1992},
url = {https://doi.org/10.1109/ICPR.1992.201650},
doi = {10.1109/ICPR.1992.201650},
timestamp = {Tue, 14 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/KalviainenOX92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijns/XuKO91,
author = {Lei Xu and
Adam Krzyzak and
Erkki Oja},
title = {Neural Nets for Dual Subspace Pattern Recognition Method},
journal = {Int. J. Neural Syst.},
volume = {2},
number = {3},
pages = {169--184},
year = {1991},
url = {https://doi.org/10.1142/S0129065791000169},
doi = {10.1142/S0129065791000169},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijns/XuKO91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/ParkkinenSO90,
author = {Jussi Parkkinen and
K. Selk{\"{a}}inaho and
Erkki Oja},
title = {Detecting texture periodicity from the cooccurrence matrix},
journal = {Pattern Recognit. Lett.},
volume = {11},
number = {1},
pages = {43--50},
year = {1990},
url = {https://doi.org/10.1016/0167-8655(90)90054-6},
doi = {10.1016/0167-8655(90)90054-6},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/ParkkinenSO90.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/XuOK90,
author = {Lei Xu and
Erkki Oja and
Pekka Kultanen},
title = {A new curve detection method: Randomized Hough transform {(RHT)}},
journal = {Pattern Recognit. Lett.},
volume = {11},
number = {5},
pages = {331--338},
year = {1990},
url = {https://doi.org/10.1016/0167-8655(90)90042-Z},
doi = {10.1016/0167-8655(90)90042-Z},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/XuOK90.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eurasip/XuO90,
author = {Lei Xu and
Erkki Oja},
editor = {Lu{\'{\i}}s B. Almeida and
Christian Wellekens},
title = {Improved Simulated Annealing, Boltzmann Machine, and Attributed Graph
Matching},
booktitle = {Neural Networks, {EURASIP} Workshop 1990, Sesimbra, Portugal, February
15-17, 1990, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {412},
pages = {151--160},
publisher = {Springer},
year = {1990},
url = {https://doi.org/10.1007/3-540-52255-7\_36},
doi = {10.1007/3-540-52255-7\_36},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/eurasip/XuO90.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/KultanenXO90,
author = {Pekka Kultanen and
Lei Xu and
Erkki Oja},
title = {Randomized Hough transform {(RHT)}},
booktitle = {10th {IAPR} International Conference on Pattern Recognition, Conference
{A:} Computer Vision {\&} Conference {B} Pattern recognition systems
and applications, {ICPR} 1990, Atlantic City, NJ, USA, 16-21 June,
1990, Volume 1},
pages = {631--635},
publisher = {{IEEE}},
year = {1990},
url = {https://doi.org/10.1109/ICPR.1990.118177},
doi = {10.1109/ICPR.1990.118177},
timestamp = {Thu, 19 Dec 2019 17:17:50 +0100},
biburl = {https://dblp.org/rec/conf/icpr/KultanenXO90.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/KoikkalainenO90,
author = {Pasi Koikkalainen and
Erkki Oja},
title = {Self-organizing hierarchical feature maps},
booktitle = {{IJCNN} 1990, International Joint Conference on Neural Networks, San
Diego, CA, USA, June 17-21, 1990},
pages = {279--284},
publisher = {{IEEE}},
year = {1990},
url = {https://doi.org/10.1109/IJCNN.1990.137727},
doi = {10.1109/IJCNN.1990.137727},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/KoikkalainenO90.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mva/KultanenOX90,
author = {Pekka Kultanen and
Erkki Oja and
Lei Xu},
title = {Randomized Hough Transform {(RHT)} in Engineering Drawing Vectorization
System},
booktitle = {Proceedings of {IAPR} Workshop on Machine Vision Applications, {MVA}
1990, November 28-30, 1990, Kokubunji, Tokyo, Japan},
pages = {173--176},
year = {1990},
url = {http://b2.cvl.iis.u-tokyo.ac.jp/mva/proceedings/CommemorativeDVD/1990/papers/1990173.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mva/KultanenOX90.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijns/Oja89,
author = {Erkki Oja},
title = {Neural Networks, Principal Components, and Subspaces},
journal = {Int. J. Neural Syst.},
volume = {1},
number = {1},
pages = {61--68},
year = {1989},
url = {https://doi.org/10.1142/S0129065789000475},
doi = {10.1142/S0129065789000475},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijns/Oja89.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nato/LampinenO89,
author = {Jouko Lampinen and
Erkki Oja},
editor = {Fran{\c{c}}oise Fogelman{-}Souli{\'{e}} and
Jeanny H{\'{e}}rault},
title = {Fast Computation of Kohonen Self-Organization},
booktitle = {Neurocomputing - Algorithms, Architectures and Applications, Proceedings
of the {NATO} Advanced Research Workshop on Neurocomputing Algorithms,
Architectures and Applications, Les Arcs, France, February 27 - March
3, 1989},
series = {{NATO} {ASI} Series},
volume = {68},
pages = {65--74},
publisher = {Springer},
year = {1989},
url = {https://doi.org/10.1007/978-3-642-76153-9\_7},
doi = {10.1007/978-3-642-76153-9\_7},
timestamp = {Sat, 18 Apr 2020 18:05:29 +0200},
biburl = {https://dblp.org/rec/conf/nato/LampinenO89.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icnn/OjaK88,
author = {Erkki Oja and
Teuvo Kohonen},
title = {The subspace learning algorithm as a formalism for pattern recognition
and neural networks},
booktitle = {Proceedings of International Conference on Neural Networks (ICNN'88),
San Diego, CA, USA, July 24-27, 1988},
pages = {277--284},
publisher = {{IEEE}},
year = {1988},
url = {https://doi.org/10.1109/ICNN.1988.23858},
doi = {10.1109/ICNN.1988.23858},
timestamp = {Thu, 15 Aug 2019 17:22:48 +0200},
biburl = {https://dblp.org/rec/conf/icnn/OjaK88.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icnn/ParkkinenOJ88,
author = {Jussi Parkkinen and
Erkki Oja and
Timo J{\"{a}}{\"{a}}skel{\"{a}}inen},
title = {Color analysis by learning subspaces and optical processing},
booktitle = {Proceedings of International Conference on Neural Networks (ICNN'88),
San Diego, CA, USA, July 24-27, 1988},
pages = {421--427},
publisher = {{IEEE}},
year = {1988},
url = {https://doi.org/10.1109/ICNN.1988.23955},
doi = {10.1109/ICNN.1988.23955},
timestamp = {Thu, 15 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icnn/ParkkinenOJ88.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icnn/KoikkalainenO88,
author = {Pasi Koikkalainen and
Erkki Oja},
title = {Specification and implementation environment for neural networks using
communicating sequential processes},
booktitle = {Proceedings of International Conference on Neural Networks (ICNN'88),
San Diego, CA, USA, July 24-27, 1988},
pages = {533--540vol.1.},
publisher = {{IEEE}},
year = {1988},
url = {https://doi.org/10.1109/ICNN.1988.23888},
doi = {10.1109/ICNN.1988.23888},
timestamp = {Thu, 15 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icnn/KoikkalainenO88.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/SelkainahoPO88,
author = {K. Selk{\"{a}}inaho and
Jussi Parkkinen and
Erkki Oja},
title = {Comparison of {\(\chi\)}\({}^{\mbox{2}}\) and {\(\kappa\)} statistics
in finding signal and picture periodicity},
booktitle = {9th International Conference on Pattern Recognition, {ICPR} 1988,
14-17 November 1988, Ergife Palace Hotel, Rome, Italy},
pages = {1221--1224},
publisher = {{IEEE}},
year = {1988},
url = {https://doi.org/10.1109/ICPR.1988.28476},
doi = {10.1109/ICPR.1988.28476},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/SelkainahoPO88.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/OjaO86,
author = {Erkki Oja and
Hidemitsu Ogawa},
title = {Parametric projection filter for image and signal restoration},
journal = {{IEEE} Trans. Acoust. Speech Signal Process.},
volume = {34},
number = {6},
pages = {1643--1653},
year = {1986},
url = {https://doi.org/10.1109/TASSP.1986.1165002},
doi = {10.1109/TASSP.1986.1165002},
timestamp = {Tue, 19 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsp/OjaO86.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/OjaL86,
author = {Erkki Oja and
Jouko Lampinen},
title = {A fast local {PPF} restoration filter},
booktitle = {{IEEE} International Conference on Acoustics, Speech, and Signal Processing,
{ICASSP} 1986, Tokyo, Japan, April 7-11, 1986},
pages = {1497--1500},
publisher = {{IEEE}},
year = {1986},
url = {https://doi.org/10.1109/ICASSP.1986.1169234},
doi = {10.1109/ICASSP.1986.1169234},
timestamp = {Mon, 09 Aug 2021 14:54:02 +0200},
biburl = {https://dblp.org/rec/conf/icassp/OjaL86.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/OjaK83,
author = {Erkki Oja and
Maija Kuusela},
title = {The {ALSM} algorithm - an improved subspace method of classification},
journal = {Pattern Recognit.},
volume = {16},
number = {4},
pages = {421--427},
year = {1983},
url = {https://doi.org/10.1016/0031-3203(83)90064-X},
doi = {10.1016/0031-3203(83)90064-X},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/OjaK83.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tc/Oja79,
author = {Erkki Oja},
title = {On the Construction of Projectors Using Products of Elementary Matrices},
journal = {{IEEE} Trans. Computers},
volume = {28},
number = {1},
pages = {65--66},
year = {1979},
url = {https://doi.org/10.1109/TC.1979.1675226},
doi = {10.1109/TC.1979.1675226},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tc/Oja79.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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