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ORCIDBibTeX records: Jaakko Hollmén
@inproceedings{DBLP:conf/cbms/AlamHR23,
author = {Mahbub Ul Alam and
Jaakko Hollm{\'{e}}n and
Rahim Rahmani},
editor = {Jo{\~{a}}o Rafael Almeida and
Myra Spiliopoulou and
Jos{\'{e}} Alberto Ben{\'{\i}}tez{-}Andrades and
Giuseppe Placidi and
Alejandro Rodr{\'{\i}}guez Gonz{\'{a}}lez and
Rosa Sicilia and
Bridget Kane},
title = {{COVID-19} detection from thermal image and tabular medical data utilizing
multi-modal machine learning},
booktitle = {36th {IEEE} International Symposium on Computer-Based Medical Systems,
{CBMS} 2023, L'Aquila, Italy, June 22-24, 2023},
pages = {646--653},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CBMS58004.2023.00294},
doi = {10.1109/CBMS58004.2023.00294},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cbms/AlamHR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/MovinJHP23,
author = {Maria Movin and
Guilherme Dinis Junior and
Jaakko Hollm{\'{e}}n and
Panagiotis Papapetrou},
editor = {Bruno Cr{\'{e}}milleux and
Sibylle Hess and
Siegfried Nijssen},
title = {Explaining Black Box Reinforcement Learning Agents Through Counterfactual
Policies},
booktitle = {Advances in Intelligent Data Analysis {XXI} - 21st International Symposium
on Intelligent Data Analysis, {IDA} 2023, Louvain-la-Neuve, Belgium,
April 12-14, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13876},
pages = {314--326},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-30047-9\_25},
doi = {10.1007/978-3-031-30047-9\_25},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/MovinJHP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-03480,
author = {Serio Agriesti and
Vladimir Kuzmanovski and
Jaakko Hollm{\'{e}}n and
Claudio Roncoli and
Bat{-}hen Nahmias{-}Biran},
title = {A Bayesian Optimization approach for calibrating large-scale activity-based
transport models},
journal = {CoRR},
volume = {abs/2302.03480},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.03480},
doi = {10.48550/ARXIV.2302.03480},
eprinttype = {arXiv},
eprint = {2302.03480},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-03480.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-08003,
author = {Mahbub Ul Alam and
Jaakko Hollm{\'{e}}n and
J{\'{o}}n R{\'{u}}nar Baldvinsson and
Rahim Rahmani},
title = {{SHAMSUL:} Simultaneous Heatmap-Analysis to investigate Medical Significance
Utilizing Local interpretability methods},
journal = {CoRR},
volume = {abs/2307.08003},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.08003},
doi = {10.48550/ARXIV.2307.08003},
eprinttype = {arXiv},
eprint = {2307.08003},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-08003.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/MondrejevskiMMP22,
author = {Lena Mondrejevski and
Ioanna Miliou and
Annaclaudia Montanino and
David Pitts and
Jaakko Hollm{\'{e}}n and
Panagiotis Papapetrou},
editor = {Linlin Shen and
Alejandro Rodr{\'{\i}}guez Gonz{\'{a}}lez and
KC Santosh and
Zhihui Lai and
Rosa Sicilia and
Jo{\~{a}}o Rafael Almeida and
Bridget Kane},
title = {{FLICU:} {A} Federated Learning Workflow for Intensive Care Unit Mortality
Prediction},
booktitle = {35th {IEEE} International Symposium on Computer-Based Medical Systems,
{CBMS} 2022, Shenzen, China, July 21-23, 2022},
pages = {32--37},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CBMS55023.2022.00013},
doi = {10.1109/CBMS55023.2022.00013},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cbms/MondrejevskiMMP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/JuniorMH22,
author = {Guilherme Dinis Junior and
Sindri Magn{\'{u}}sson and
Jaakko Hollm{\'{e}}n},
editor = {Pascal Poncelet and
Dino Ienco},
title = {Policy Evaluation with Delayed, Aggregated Anonymous Feedback},
booktitle = {Discovery Science - 25th International Conference, {DS} 2022, Montpellier,
France, October 10-12, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13601},
pages = {114--123},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-18840-4\_9},
doi = {10.1007/978-3-031-18840-4\_9},
timestamp = {Tue, 08 Aug 2023 09:01:12 +0200},
biburl = {https://dblp.org/rec/conf/dis/JuniorMH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/KuzmanovskiH22,
author = {Vladimir Kuzmanovski and
Jaakko Hollm{\'{e}}n},
editor = {Pascal Poncelet and
Dino Ienco},
title = {Semi-parametric Approach to Random Forests for High-Dimensional Bayesian
Optimisation},
booktitle = {Discovery Science - 25th International Conference, {DS} 2022, Montpellier,
France, October 10-12, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13601},
pages = {418--428},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-18840-4\_30},
doi = {10.1007/978-3-031-18840-4\_30},
timestamp = {Sun, 13 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dis/KuzmanovskiH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smartcomp/SirolaRNH22,
author = {Miki Sirola and
Olli{-}Pekka Rinta{-}Koski and
Le Ngu Nguyen and
Jaakko Hollm{\'{e}}n},
title = {Principal Component Analysis Visualizations in State Discovery by
Animating Exploration Results},
booktitle = {2022 {IEEE} International Conference on Smart Computing, {SMARTCOMP}
2022, Helsinki, Finland, June 20-24, 2022},
pages = {257--262},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/SMARTCOMP55677.2022.00064},
doi = {10.1109/SMARTCOMP55677.2022.00064},
timestamp = {Tue, 19 Jul 2022 18:42:29 +0200},
biburl = {https://dblp.org/rec/conf/smartcomp/SirolaRNH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-15104,
author = {Lena Mondrejevski and
Ioanna Miliou and
Annaclaudia Montanino and
David Pitts and
Jaakko Hollm{\'{e}}n and
Panagiotis Papapetrou},
title = {{FLICU:} {A} Federated Learning Workflow for Intensive Care Unit Mortality
Prediction},
journal = {CoRR},
volume = {abs/2205.15104},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.15104},
doi = {10.48550/ARXIV.2205.15104},
eprinttype = {arXiv},
eprint = {2205.15104},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-15104.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaltd/Rinta-KoskiSNH21,
author = {Olli{-}Pekka Rinta{-}Koski and
Miki Sirola and
Le Ngu Nguyen and
Jaakko Hollm{\'{e}}n},
editor = {Vincent Lemaire and
Simon Malinowski and
Anthony J. Bagnall and
Thomas Guyet and
Romain Tavenard and
Georgiana Ifrim},
title = {State Discovery and Prediction from Multivariate Sensor Data},
booktitle = {Advanced Analytics and Learning on Temporal Data - 6th {ECML} {PKDD}
Workshop, {AALTD} 2021, Bilbao, Spain, September 13, 2021, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {13114},
pages = {155--169},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-91445-5\_10},
doi = {10.1007/978-3-030-91445-5\_10},
timestamp = {Thu, 23 Mar 2023 08:30:33 +0100},
biburl = {https://dblp.org/rec/conf/aaltd/Rinta-KoskiSNH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aivr/QuinteroPHF21,
author = {Luis Quintero and
Panagiotis Papapetrou and
Jaakko Hollm{\'{e}}n and
Uno Fors},
title = {Effective Classification of Head Motion Trajectories in Virtual Reality
Using Time-Series Methods},
booktitle = {{IEEE} International Conference on Artificial Intelligence and Virtual
Reality, {AIVR} 2021, Taichung, Taiwan, November 15-17, 2021},
pages = {38--46},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/AIVR52153.2021.00015},
doi = {10.1109/AIVR52153.2021.00015},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aivr/QuinteroPHF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/KuzmanovskiH21,
author = {Vladimir Kuzmanovski and
Jaakko Hollm{\'{e}}n},
editor = {Pedro Henriques Abreu and
Pedro Pereira Rodrigues and
Alberto Fern{\'{a}}ndez and
Jo{\~{a}}o Gama},
title = {Composite Surrogate for Likelihood-Free Bayesian Optimisation in High-Dimensional
Settings of Activity-Based Transportation Models},
booktitle = {Advances in Intelligent Data Analysis {XIX} - 19th International Symposium
on Intelligent Data Analysis, {IDA} 2021, Porto, Portugal, April 26-28,
2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12695},
pages = {171--183},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-74251-5\_14},
doi = {10.1007/978-3-030-74251-5\_14},
timestamp = {Thu, 29 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/KuzmanovskiH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/JaskariMLRHAS20,
author = {Joel Jaskari and
Janne Myll{\"{a}}rinen and
Markus Leskinen and
Ali Bahrami Rad and
Jaakko Hollm{\'{e}}n and
Sture Andersson and
Simo S{\"{a}}rkk{\"{a}}},
title = {Machine Learning Methods for Neonatal Mortality and Morbidity Classification},
journal = {{IEEE} Access},
volume = {8},
pages = {123347--123358},
year = {2020},
url = {https://doi.org/10.1109/ACCESS.2020.3006710},
doi = {10.1109/ACCESS.2020.3006710},
timestamp = {Thu, 06 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/JaskariMLRHAS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/BampaPH20,
author = {Maria Bampa and
Panagiotis Papapetrou and
Jaakko Hollm{\'{e}}n},
editor = {Alba Garc{\'{\i}}a Seco de Herrera and
Alejandro Rodr{\'{\i}}guez Gonz{\'{a}}lez and
KC Santosh and
Zelalem Temesgen and
Bridget Kane and
Paolo Soda},
title = {A Clustering Framework for Patient Phenotyping with Application to
Adverse Drug Events},
booktitle = {33rd {IEEE} International Symposium on Computer-Based Medical Systems,
{CBMS} 2020, Rochester, MN, USA, July 28-30, 2020},
pages = {177--182},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/CBMS49503.2020.00041},
doi = {10.1109/CBMS49503.2020.00041},
timestamp = {Mon, 16 Jan 2023 08:52:16 +0100},
biburl = {https://dblp.org/rec/conf/cbms/BampaPH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/BriggsH20,
author = {Emma Briggs and
Jaakko Hollm{\'{e}}n},
editor = {Annalisa Appice and
Grigorios Tsoumakas and
Yannis Manolopoulos and
Stan Matwin},
title = {Mitigating Discrimination in Clinical Machine Learning Decision Support
Using Algorithmic Processing Techniques},
booktitle = {Discovery Science - 23rd International Conference, {DS} 2020, Thessaloniki,
Greece, October 19-21, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12323},
pages = {19--33},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61527-7\_2},
doi = {10.1007/978-3-030-61527-7\_2},
timestamp = {Wed, 21 Oct 2020 14:22:04 +0200},
biburl = {https://dblp.org/rec/conf/dis/BriggsH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/KuzmanovskiSPH19,
author = {Vladimir Kuzmanovski and
Mika Sulkava and
Taru Palosuo and
Jaakko Hollm{\'{e}}n},
editor = {Petra Kralj Novak and
Tomislav Smuc and
Saso Dzeroski},
title = {Temporal Analysis of Adverse Weather Conditions Affecting Wheat Production
in Finland},
booktitle = {Discovery Science - 22nd International Conference, {DS} 2019, Split,
Croatia, October 28-30, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11828},
pages = {176--185},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-33778-0\_15},
doi = {10.1007/978-3-030-33778-0\_15},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dis/KuzmanovskiSPH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ifip12/HollmenP19,
author = {Jaakko Hollm{\'{e}}n and
Panagiotis Papapetrou},
editor = {John MacIntyre and
Ilias Maglogiannis and
Lazaros S. Iliadis and
Elias Pimenidis},
title = {Clustering Diagnostic Profiles of Patients},
booktitle = {Artificial Intelligence Applications and Innovations - 15th {IFIP}
{WG} 12.5 International Conference, {AIAI} 2019, Hersonissos, Crete,
Greece, May 24-26, 2019, Proceedings},
series = {{IFIP} Advances in Information and Communication Technology},
volume = {559},
pages = {120--126},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-19823-7\_9},
doi = {10.1007/978-3-030-19823-7\_9},
timestamp = {Sun, 02 Jun 2019 21:25:43 +0200},
biburl = {https://dblp.org/rec/conf/ifip12/HollmenP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/Rinta-KoskiSHLA18,
author = {Olli{-}Pekka Rinta{-}Koski and
Simo S{\"{a}}rkk{\"{a}} and
Jaakko Hollm{\'{e}}n and
Markus Leskinen and
Sture Andersson},
title = {Gaussian process classification for prediction of in-hospital mortality
among preterm infants},
journal = {Neurocomputing},
volume = {298},
pages = {134--141},
year = {2018},
url = {https://doi.org/10.1016/j.neucom.2017.12.064},
doi = {10.1016/J.NEUCOM.2017.12.064},
timestamp = {Fri, 01 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/Rinta-KoskiSHLA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/widm/StegmannZTHR18,
author = {Roelant A. Stegmann and
Indre Zliobaite and
Tuukka Tolvanen and
Jaakko Hollm{\'{e}}n and
Jesse Read},
title = {A survey of evaluation methods for personal route and destination
prediction from mobility traces},
journal = {WIREs Data Mining Knowl. Discov.},
volume = {8},
number = {2},
year = {2018},
url = {https://doi.org/10.1002/widm.1237},
doi = {10.1002/WIDM.1237},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/widm/StegmannZTHR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/petra/HollmenAKPBWO18,
author = {Jaakko Hollm{\'{e}}n and
Lars Asker and
Isak Karlsson and
Panagiotis Papapetrou and
Henrik Bostr{\"{o}}m and
Birgitta Norstedt Wikner and
Inger {\"{O}}hman},
title = {Exploring epistaxis as an adverse effect of anti-thrombotic drugs
and outdoor temperature},
booktitle = {Proceedings of the 11th PErvasive Technologies Related to Assistive
Environments Conference, {PETRA} 2018, Corfu, Greece, June 26-29,
2018},
pages = {1--4},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3197768.3197769},
doi = {10.1145/3197768.3197769},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/petra/HollmenAKPBWO18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/simpda/LehtoHH18,
author = {Teemu Lehto and
Markku Hinkka and
Jaakko Hollm{\'{e}}n},
editor = {Paolo Ceravolo and
Mar{\'{\i}}a Teresa G{\'{o}}mez{-}L{\'{o}}pez and
Maurice van Keulen},
title = {Analyzing Business Process Changes Using Influence Analysis},
booktitle = {Proceedings of the 8th International Symposium on Data-driven Process
Discovery and Analysis {(SIMPDA} 2018), Seville, Spain, December 13-14,
2018},
series = {{CEUR} Workshop Proceedings},
volume = {2270},
pages = {32--46},
publisher = {CEUR-WS.org},
year = {2018},
url = {https://ceur-ws.org/Vol-2270/paper3.pdf},
timestamp = {Fri, 19 Jan 2024 08:33:31 +0100},
biburl = {https://dblp.org/rec/conf/simpda/LehtoHH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/cbms/2018,
editor = {Jaakko Hollm{\'{e}}n and
Carolyn McGregor and
Paolo Soda and
Bridget Kane},
title = {31st {IEEE} International Symposium on Computer-Based Medical Systems,
{CBMS} 2018, Karlstad, Sweden, June 18-21, 2018},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://ieeexplore.ieee.org/xpl/conhome/8410976/proceeding},
isbn = {978-1-5386-6060-7},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cbms/2018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mj/TeittinenHZHBHV17,
author = {Jukka Teittinen and
Markus Hiienkari and
Indre Zliobaite and
Jaakko Hollm{\'{e}}n and
Heikki Berg and
Juha Heiskala and
Timo Viitanen and
Jesse Simonsson and
Lauri Koskinen},
title = {A 5.3 pJ/op approximate {TTA} {VLIW} tailored for machine learning},
journal = {Microelectron. J.},
volume = {61},
pages = {106--113},
year = {2017},
url = {https://doi.org/10.1016/j.mejo.2017.01.007},
doi = {10.1016/J.MEJO.2017.01.007},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mj/TeittinenHZHBHV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/ReadMH17,
author = {Jesse Read and
Luca Martino and
Jaakko Hollm{\'{e}}n},
title = {Multi-label methods for prediction with sequential data},
journal = {Pattern Recognit.},
volume = {63},
pages = {45--55},
year = {2017},
url = {https://doi.org/10.1016/j.patcog.2016.09.015},
doi = {10.1016/J.PATCOG.2016.09.015},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/ReadMH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Rinta-KoskiSHLA17,
author = {Olli{-}Pekka Rinta{-}Koski and
Simo S{\"{a}}rkk{\"{a}} and
Jaakko Hollm{\'{e}}n and
Markus Leskinen and
Sture Andersson},
title = {Prediction of preterm infant mortality with Gaussian process classification},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-86.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Rinta-KoskiSHLA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/MaslovPPZSKH17,
author = {Alexandr V. Maslov and
Mykola Pechenizkiy and
Yulong Pei and
Indre Zliobaite and
Alexander Shklyaev and
Tommi K{\"{a}}rkk{\"{a}}inen and
Jaakko Hollm{\'{e}}n},
title = {{BLPA:} Bayesian learn-predict-adjust method for online detection
of recurrent changepoints},
booktitle = {2017 International Joint Conference on Neural Networks, {IJCNN} 2017,
Anchorage, AK, USA, May 14-19, 2017},
pages = {1916--1923},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/IJCNN.2017.7966085},
doi = {10.1109/IJCNN.2017.7966085},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/MaslovPPZSKH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RinneBTH17,
author = {Mikko Rinne and
Mehrdad Bagheri and
Tuukka Tolvanen and
Jaakko Hollm{\'{e}}n},
editor = {Riccardo Guidotti and
Anna Monreale and
Dino Pedreschi and
Serge Abiteboul},
title = {Automatic Recognition of Public Transport Trips from Mobile Device
Sensor Data and Transport Infrastructure Information},
booktitle = {Personal Analytics and Privacy. An Individual and Collective Perspective
- First International Workshop, {PAP} 2017, Held in Conjunction with
{ECML} {PKDD} 2017, Skopje, Macedonia, September 18, 2017, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10708},
pages = {76--97},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-71970-2\_8},
doi = {10.1007/978-3-319-71970-2\_8},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/RinneBTH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/simpda/LehtoHH17,
author = {Teemu Lehto and
Markku Hinkka and
Jaakko Hollm{\'{e}}n},
editor = {Paolo Ceravolo and
Maurice van Keulen and
Kilian Stoffel},
title = {Focusing Business Process Lead Time Improvements Using Influence Analysis},
booktitle = {Proceedings of the 7th International Symposium on Data-driven Process
Discovery and Analysis {(SIMPDA} 2017), Neuch{\^{a}}tel, Switzerland,
December 6-8, 2017},
series = {{CEUR} Workshop Proceedings},
volume = {2016},
pages = {54--67},
publisher = {CEUR-WS.org},
year = {2017},
url = {https://ceur-ws.org/Vol-2016/paper5.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:35 +0100},
biburl = {https://dblp.org/rec/conf/simpda/LehtoHH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2017-1,
editor = {Michelangelo Ceci and
Jaakko Hollm{\'{e}}n and
Ljupco Todorovski and
Celine Vens and
Saso Dzeroski},
title = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {10534},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-71249-9},
doi = {10.1007/978-3-319-71249-9},
isbn = {978-3-319-71248-2},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/2017-1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2017-2,
editor = {Michelangelo Ceci and
Jaakko Hollm{\'{e}}n and
Ljupco Todorovski and
Celine Vens and
Saso Dzeroski},
title = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {10535},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-71246-8},
doi = {10.1007/978-3-319-71246-8},
isbn = {978-3-319-71245-1},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/2017-2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/is/ReadZH16,
author = {Jesse Read and
Indre Zliobaite and
Jaakko Hollm{\'{e}}n},
title = {Labeling sensing data for mobility modeling},
journal = {Inf. Syst.},
volume = {57},
pages = {207--222},
year = {2016},
url = {https://doi.org/10.1016/j.is.2015.09.001},
doi = {10.1016/J.IS.2015.09.001},
timestamp = {Wed, 14 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/is/ReadZH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/AdhikariVKLH16,
author = {Prem Raj Adhikari and
Anze Vavpetic and
Jan Kralj and
Nada Lavrac and
Jaakko Hollm{\'{e}}n},
title = {Explaining mixture models through semantic pattern mining and banded
matrix visualization},
journal = {Mach. Learn.},
volume = {105},
number = {1},
pages = {3--39},
year = {2016},
url = {https://doi.org/10.1007/s10994-016-5550-3},
doi = {10.1007/S10994-016-5550-3},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/AdhikariVKLH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bpm/LehtoHH16,
author = {Teemu Lehto and
Markku Hinkka and
Jaakko Hollm{\'{e}}n},
editor = {Marcello La Rosa and
Peter Loos and
Oscar Pastor},
title = {Focusing Business Improvements Using Process Mining Based Influence
Analysis},
booktitle = {Business Process Management Forum - {BPM} Forum 2016, Rio de Janeiro,
Brazil, September 18-22, 2016, Proceedings},
series = {Lecture Notes in Business Information Processing},
volume = {260},
pages = {177--192},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-45468-9\_11},
doi = {10.1007/978-3-319-45468-9\_11},
timestamp = {Mon, 18 Jan 2021 08:56:42 +0100},
biburl = {https://dblp.org/rec/conf/bpm/LehtoHH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/VieiraH16,
author = {Daniel Vieira and
Jaakko Hollm{\'{e}}n},
title = {Resource Frequency Prediction in Healthcare: Machine Learning Approach},
booktitle = {29th {IEEE} International Symposium on Computer-Based Medical Systems,
{CBMS} 2016, Belfast, {UK} and Dublin, Ireland, June 20-24, 2016},
pages = {88--93},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/CBMS.2016.59},
doi = {10.1109/CBMS.2016.59},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cbms/VieiraH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ReadMH16,
author = {Jesse Read and
Luca Martino and
Jaakko Hollm{\'{e}}n},
title = {Multi-label Methods for Prediction with Sequential Data},
journal = {CoRR},
volume = {abs/1609.08349},
year = {2016},
url = {http://arxiv.org/abs/1609.08349},
eprinttype = {arXiv},
eprint = {1609.08349},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ReadMH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jiis/AdhikariH15,
author = {Prem Raj Adhikari and
Jaakko Hollm{\'{e}}n},
title = {Fast progressive training of mixture models for model selection},
journal = {J. Intell. Inf. Syst.},
volume = {44},
number = {2},
pages = {223--241},
year = {2015},
url = {https://doi.org/10.1007/s10844-013-0282-3},
doi = {10.1007/S10844-013-0282-3},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jiis/AdhikariH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ZliobaiteH15,
author = {Indre Zliobaite and
Jaakko Hollm{\'{e}}n},
title = {Optimizing regression models for data streams with missing values},
journal = {Mach. Learn.},
volume = {99},
number = {1},
pages = {47--73},
year = {2015},
url = {https://doi.org/10.1007/s10994-014-5450-3},
doi = {10.1007/S10994-014-5450-3},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/ZliobaiteH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/AdhikariH15,
author = {Prem Raj Adhikari and
Jaakko Hollm{\'{e}}n},
editor = {Nathalie Japkowicz and
Stan Matwin},
title = {Resolution Transfer in Cancer Classification Based on Amplification
Patterns},
booktitle = {Discovery Science - 18th International Conference, {DS} 2015, Banff,
AB, Canada, October 4-6, 2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9356},
pages = {1--8},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-24282-8\_1},
doi = {10.1007/978-3-319-24282-8\_1},
timestamp = {Tue, 14 May 2019 10:00:46 +0200},
biburl = {https://dblp.org/rec/conf/dis/AdhikariH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/petra/Rinta-KoskiHLA15,
author = {Olli{-}Pekka Rinta{-}Koski and
Jaakko Hollm{\'{e}}n and
Markus Leskinen and
Sture Andersson},
editor = {Fillia Makedon},
title = {Variation in oxygen saturation measurements in very low birth weight
infants},
booktitle = {Proceedings of the 8th {ACM} International Conference on PErvasive
Technologies Related to Assistive Environments, {PETRA} 2015, Corfu,
Greece, July 1-3, 2015},
pages = {29:1--29:3},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2769493.2769574},
doi = {10.1145/2769493.2769574},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/petra/Rinta-KoskiHLA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ReadH15,
author = {Jesse Read and
Jaakko Hollm{\'{e}}n},
title = {Multi-label Classification using Labels as Hidden Nodes},
journal = {CoRR},
volume = {abs/1503.09022},
year = {2015},
url = {http://arxiv.org/abs/1503.09022},
eprinttype = {arXiv},
eprint = {1503.09022},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ReadH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigmod/ZliobaiteHKT14,
author = {Indre Zliobaite and
Jaakko Hollm{\'{e}}n and
Lauri Koskinen and
Jukka Teittinen},
title = {Towards Hardware-driven Design of Low-energy Algorithms for Data Analysis},
journal = {{SIGMOD} Rec.},
volume = {43},
number = {4},
pages = {15--20},
year = {2014},
url = {https://doi.org/10.1145/2737817.2737821},
doi = {10.1145/2737817.2737821},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigmod/ZliobaiteHKT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/AdhikariVKLH14,
author = {Prem Raj Adhikari and
Anze Vavpetic and
Jan Kralj and
Nada Lavrac and
Jaakko Hollm{\'{e}}n},
editor = {Saso Dzeroski and
Pance Panov and
Dragi Kocev and
Ljupco Todorovski},
title = {Explaining Mixture Models through Semantic Pattern Mining and Banded
Matrix Visualization},
booktitle = {Discovery Science - 17th International Conference, {DS} 2014, Bled,
Slovenia, October 8-10, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8777},
pages = {1--12},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11812-3\_1},
doi = {10.1007/978-3-319-11812-3\_1},
timestamp = {Sat, 09 Apr 2022 12:48:02 +0200},
biburl = {https://dblp.org/rec/conf/dis/AdhikariVKLH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/ZliobaiteH14,
author = {Indre Zliobaite and
Jaakko Hollm{\'{e}}n},
editor = {K. Sel{\c{c}}uk Candan and
Sihem Amer{-}Yahia and
Nicole Schweikardt and
Vassilis Christophides and
Vincent Leroy},
title = {Mobile Sensing Data for Urban Mobility Analysis: {A} Case Study in
Preprocessing},
booktitle = {Proceedings of the Workshops of the {EDBT/ICDT} 2014 Joint Conference
{(EDBT/ICDT} 2014), Athens, Greece, March 28, 2014},
series = {{CEUR} Workshop Proceedings},
volume = {1133},
pages = {309--314},
publisher = {CEUR-WS.org},
year = {2014},
url = {https://ceur-ws.org/Vol-1133/paper-50.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:45 +0100},
biburl = {https://dblp.org/rec/conf/edbt/ZliobaiteH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SirvioH14,
author = {Konsta Sirvio and
Jaakko Hollm{\'{e}}n},
title = {Multi-Step Ahead Forecasting of Road Condition Using Least Squares
Support Vector Regression},
booktitle = {22th European Symposium on Artificial Neural Networks, {ESANN} 2014,
Bruges, Belgium, April 23-25, 2014},
year = {2014},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2014-37.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/SirvioH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/ReadH14,
author = {Jesse Read and
Jaakko Hollm{\'{e}}n},
editor = {Hendrik Blockeel and
Matthijs van Leeuwen and
Veronica Vinciotti},
title = {A Deep Interpretation of Classifier Chains},
booktitle = {Advances in Intelligent Data Analysis {XIII} - 13th International
Symposium, {IDA} 2014, Leuven, Belgium, October 30 - November 1, 2014.
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8819},
pages = {251--262},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-12571-8\_22},
doi = {10.1007/978-3-319-12571-8\_22},
timestamp = {Mon, 03 Jan 2022 22:18:10 +0100},
biburl = {https://dblp.org/rec/conf/ida/ReadH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/petra/SakkosKKGH14,
author = {Panos Sakkos and
Dimitrios Kotsakos and
Vana Kalogeraki and
Dimitrios Gunopulos and
Jaakko Hollm{\'{e}}n},
editor = {Fillia Makedon and
Mark Clements and
Catherine Pelachaud and
Vana Kalogeraki and
Ilias Maglogiannis},
title = {Defining a mobile architecture for structural health monitoring},
booktitle = {Proceedings of the 7th International Conference on PErvasive Technologies
Related to Assistive Environments, {PETRA} 2014, Island of Rhodes,
Greece, May 27 - 30, 2014},
pages = {64:1--64:4},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2674396.2674468},
doi = {10.1145/2674396.2674468},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/petra/SakkosKKGH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/VieiraLHS13,
author = {Daniel Vieira and
Jari Linden and
Jaakko Hollm{\'{e}}n and
Jorma Suni},
editor = {Pedro Pereira Rodrigues and
Mykola Pechenizkiy and
Jo{\~{a}}o Gama and
Ricardo Cruz{-}Correia and
Jiming Liu and
Agma J. M. Traina and
Peter J. F. Lucas and
Paolo Soda},
title = {Challenges in predicting community periodontal index from hospital
dental care records},
booktitle = {Proceedings of the 26th {IEEE} International Symposium on Computer-Based
Medical Systems, Porto, Portugal, June 20-22, 2013},
pages = {107--112},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/CBMS.2013.6627773},
doi = {10.1109/CBMS.2013.6627773},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cbms/VieiraLHS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/AdhikariH13,
author = {Prem Raj Adhikari and
Jaakko Hollm{\'{e}}n},
editor = {Johannes F{\"{u}}rnkranz and
Eyke H{\"{u}}llermeier and
Tomoyuki Higuchi},
title = {Mixture Models from Multiresolution 0-1 Data},
booktitle = {Discovery Science - 16th International Conference, {DS} 2013, Singapore,
October 6-9, 2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8140},
pages = {1--16},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40897-7\_1},
doi = {10.1007/978-3-642-40897-7\_1},
timestamp = {Tue, 14 May 2019 10:00:46 +0200},
biburl = {https://dblp.org/rec/conf/dis/AdhikariH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZliobaiteH13,
author = {Indre Zliobaite and
Jaakko Hollm{\'{e}}n},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {Fault Tolerant Regression for Sensor Data},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8188},
pages = {449--464},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40988-2\_29},
doi = {10.1007/978-3-642-40988-2\_29},
timestamp = {Tue, 21 Mar 2023 21:00:11 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ZliobaiteH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/PradaTKH12,
author = {Miguel A. Prada and
Janne Toivola and
Jyrki Kullaa and
Jaakko Hollm{\'{e}}n},
title = {Three-way analysis of structural health monitoring data},
journal = {Neurocomputing},
volume = {80},
pages = {119--128},
year = {2012},
url = {https://doi.org/10.1016/j.neucom.2011.07.030},
doi = {10.1016/J.NEUCOM.2011.07.030},
timestamp = {Tue, 06 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/PradaTKH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/KotsifakosPHGAK12,
author = {Alexios Kotsifakos and
Panagiotis Papapetrou and
Jaakko Hollm{\'{e}}n and
Dimitrios Gunopulos and
Vassilis Athitsos and
George Kollios},
title = {Hum-a-song: {A} Subsequence Matching with Gaps-Range-Tolerances Query-By-Humming
System},
journal = {Proc. {VLDB} Endow.},
volume = {5},
number = {12},
pages = {1930--1933},
year = {2012},
url = {http://vldb.org/pvldb/vol5/p1930\_alexioskotsifakos\_vldb2012.pdf},
doi = {10.14778/2367502.2367540},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/KotsifakosPHGAK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/AdhikariH12,
author = {Prem Raj Adhikari and
Jaakko Hollm{\'{e}}n},
editor = {Jean{-}Gabriel Ganascia and
Philippe Lenca and
Jean{-}Marc Petit},
title = {Fast Progressive Training of Mixture Models for Model Selection},
booktitle = {Discovery Science - 15th International Conference, {DS} 2012, Lyon,
France, October 29-31, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7569},
pages = {194--208},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33492-4\_17},
doi = {10.1007/978-3-642-33492-4\_17},
timestamp = {Tue, 14 May 2019 10:00:46 +0200},
biburl = {https://dblp.org/rec/conf/dis/AdhikariH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/petra/KotsifakosPHGA12,
author = {Alexios Kotsifakos and
Panagiotis Papapetrou and
Jaakko Hollm{\'{e}}n and
Dimitrios Gunopulos and
Vassilis Athitsos},
editor = {Fillia Makedon},
title = {A survey of query-by-humming similarity methods},
booktitle = {The 5th International Conference on PErvasive Technologies Related
to Assistive Environments, {PETRA} 2012, Heraklion, Crete, Greece,
June 6-9, 2012},
pages = {5},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2413097.2413104},
doi = {10.1145/2413097.2413104},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/petra/KotsifakosPHGA12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/petra/PapapetrouCHKG12,
author = {Panagiotis Papapetrou and
Tatiana Chistiakova and
Jaakko Hollm{\'{e}}n and
Vana Kalogeraki and
Dimitrios Gunopulos},
editor = {Fillia Makedon},
title = {Finding representative objects using link analysis ranking},
booktitle = {The 5th International Conference on PErvasive Technologies Related
to Assistive Environments, {PETRA} 2012, Heraklion, Crete, Greece,
June 6-9, 2012},
pages = {6},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2413097.2413105},
doi = {10.1145/2413097.2413105},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/petra/PapapetrouCHKG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/petra/Hollmen12,
author = {Jaakko Hollm{\'{e}}n},
editor = {Fillia Makedon},
title = {Mixture modeling of gait patterns from sensor data},
booktitle = {The 5th International Conference on PErvasive Technologies Related
to Assistive Environments, {PETRA} 2012, Heraklion, Crete, Greece,
June 6-9, 2012},
pages = {48},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2413097.2413157},
doi = {10.1145/2413097.2413157},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/petra/Hollmen12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/AdhikariH12,
author = {Prem Raj Adhikari and
Jaakko Hollm{\'{e}}n},
editor = {Steven C. H. Hoi and
Wray L. Buntine},
title = {Multiresolution Mixture Modeling using Merging of Mixture Components},
booktitle = {Proceedings of the 4th Asian Conference on Machine Learning, {ACML}
2012, Singapore, Singapore, November 4-6, 2012},
series = {{JMLR} Proceedings},
volume = {25},
pages = {17--32},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v25/adhikari12.html},
timestamp = {Wed, 29 May 2019 08:41:47 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/AdhikariH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ida/2012,
editor = {Jaakko Hollm{\'{e}}n and
Frank Klawonn and
Allan Tucker},
title = {Advances in Intelligent Data Analysis {XI} - 11th International Symposium,
{IDA} 2012, Helsinki, Finland, October 25-27, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7619},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-34156-4},
doi = {10.1007/978-3-642-34156-4},
isbn = {978-3-642-34155-7},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/2012.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/KotsifakosPHG11,
author = {Alexios Kotsifakos and
Panagiotis Papapetrou and
Jaakko Hollm{\'{e}}n and
Dimitrios Gunopulos},
title = {A Subsequence Matching with Gaps-Range-Tolerances Framework: {A} Query-By-Humming
Application},
journal = {Proc. {VLDB} Endow.},
volume = {4},
number = {11},
pages = {761--771},
year = {2011},
url = {http://www.vldb.org/pvldb/vol4/p761-kotsifakos.pdf},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/KotsifakosPHG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/SirvioH11,
author = {Konsta Sirvio and
Jaakko Hollm{\'{e}}n},
editor = {Timo Honkela and
Wlodzislaw Duch and
Mark A. Girolami and
Samuel Kaski},
title = {Forecasting Road Condition after Maintenance Works by Linear Methods
and Radial Basis Function Networks},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2011 - 21st
International Conference on Artificial Neural Networks, Espoo, Finland,
June 14-17, 2011, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6792},
pages = {405--412},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-21738-8\_52},
doi = {10.1007/978-3-642-21738-8\_52},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/icann/SirvioH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccps/BoccaTEHK11,
author = {Maurizio Bocca and
Janne Toivola and
Lasse M. Eriksson and
Jaakko Hollm{\'{e}}n and
Heikki N. Koivo},
title = {Structural Health Monitoring in Wireless Sensor Networks by the Embedded
Goertzel Algorithm},
booktitle = {2011 {IEEE/ACM} International Conference on Cyber-Physical Systems,
{ICCPS} 2011, Chicago, Illinois, USA, 12-14 April, 2011},
pages = {206--214},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICCPS.2011.19},
doi = {10.1109/ICCPS.2011.19},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccps/BoccaTEHK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ToivolaH11,
author = {Janne Toivola and
Jaakko Hollm{\'{e}}n},
editor = {Myra Spiliopoulou and
Haixun Wang and
Diane J. Cook and
Jian Pei and
Wei Wang and
Osmar R. Za{\"{\i}}ane and
Xindong Wu},
title = {Collaborative Filtering for Coordinated Monitoring in Sensor Networks},
booktitle = {Data Mining Workshops (ICDMW), 2011 {IEEE} 11th International Conference
on, Vancouver, BC, Canada, December 11, 2011},
pages = {987--994},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICDMW.2011.50},
doi = {10.1109/ICDMW.2011.50},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ToivolaH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/AlonsoDPSH11,
author = {Seraf{\'{\i}}n Alonso and
Manuel Dom{\'{\i}}nguez{-}Gonz{\'{a}}lez and
Miguel A. Prada and
Mika Sulkava and
Jaakko Hollm{\'{e}}n},
editor = {Jo{\~{a}}o Gama and
Elizabeth Bradley and
Jaakko Hollm{\'{e}}n},
title = {Comparative Analysis of Power Consumption in University Buildings
Using envSOM},
booktitle = {Advances in Intelligent Data Analysis {X} - 10th International Symposium,
{IDA} 2011, Porto, Portugal, October 29-31, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7014},
pages = {10--21},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-24800-9\_4},
doi = {10.1007/978-3-642-24800-9\_4},
timestamp = {Mon, 30 Nov 2020 08:47:24 +0100},
biburl = {https://dblp.org/rec/conf/ida/AlonsoDPSH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/BrewerSMKNH11,
author = {Mark J. Brewer and
Mika Sulkava and
Harri M{\"{a}}kinen and
Mikko Korpela and
Pekka N{\"{o}}jd and
Jaakko Hollm{\'{e}}n},
editor = {Hujun Yin and
Wenjia Wang and
Victor J. Rayward{-}Smith},
title = {Logistic Fitting Method for Detecting Onset and Cessation of Tree
Stem Radius Increase},
booktitle = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2011
- 12th International Conference, Norwich, UK, September 7-9, 2011.
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6936},
pages = {204--211},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23878-9\_25},
doi = {10.1007/978-3-642-23878-9\_25},
timestamp = {Tue, 14 May 2019 10:00:45 +0200},
biburl = {https://dblp.org/rec/conf/ideal/BrewerSMKNH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/petra/KotsifakosAPHG11,
author = {Alexios Kotsifakos and
Vassilis Athitsos and
Panagiotis Papapetrou and
Jaakko Hollm{\'{e}}n and
Dimitrios Gunopulos},
editor = {Margrit Betke and
Ilias Maglogiannis and
Grammati E. Pantziou},
title = {Model-based search in large time series databases},
booktitle = {{PETRA} 2011, The 4th International Conference on PErvasive Technologies
Related to Assistive Environments, Crete, Greece, May 25-27, 2011},
pages = {36},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2141622.2141666},
doi = {10.1145/2141622.2141666},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/petra/KotsifakosAPHG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/petra/KostakisPH11,
author = {Orestis Kostakis and
Panagiotis Papapetrou and
Jaakko Hollm{\'{e}}n},
editor = {Margrit Betke and
Ilias Maglogiannis and
Grammati E. Pantziou},
title = {Distance measure for querying sequences of temporal intervals},
booktitle = {{PETRA} 2011, The 4th International Conference on PErvasive Technologies
Related to Assistive Environments, Crete, Greece, May 25-27, 2011},
pages = {40},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2141622.2141669},
doi = {10.1145/2141622.2141669},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/petra/KostakisPH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KostakisPH11,
author = {Orestis Kostakis and
Panagiotis Papapetrou and
Jaakko Hollm{\'{e}}n},
editor = {Dimitrios Gunopulos and
Thomas Hofmann and
Donato Malerba and
Michalis Vazirgiannis},
title = {{ARTEMIS:} Assessing the Similarity of Event-Interval Sequences},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6912},
pages = {229--244},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23783-6\_15},
doi = {10.1007/978-3-642-23783-6\_15},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/KostakisPH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/prib/AdhikariUMH11,
author = {Prem Raj Adhikari and
Bimal Babu Upadhyaya and
Chen Meng and
Jaakko Hollm{\'{e}}n},
editor = {Marco Loog and
Lodewyk F. A. Wessels and
Marcel J. T. Reinders and
Dick de Ridder},
title = {Gene Selection in Time-Series Gene Expression Data},
booktitle = {Pattern Recognition in Bioinformatics - 6th {IAPR} International Conference,
{PRIB} 2011, Delft, The Netherlands, November 2-4, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7036},
pages = {145--156},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-24855-9\_13},
doi = {10.1007/978-3-642-24855-9\_13},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/prib/AdhikariUMH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsom/AlonsoSPDH11,
author = {Seraf{\'{\i}}n Alonso and
Mika Sulkava and
Miguel A. Prada and
Manuel Dom{\'{\i}}nguez{-}Gonz{\'{a}}lez and
Jaakko Hollm{\'{e}}n},
editor = {Jorma Laaksonen and
Timo Honkela},
title = {EnvSOM: {A} {SOM} Algorithm Conditioned on the Environment for Clustering
and Visualization},
booktitle = {Advances in Self-Organizing Maps - 8th International Workshop, {WSOM}
2011, Espoo, Finland, June 13-15, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6731},
pages = {61--70},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-21566-7\_6},
doi = {10.1007/978-3-642-21566-7\_6},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/wsom/AlonsoSPDH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/dis/2011,
editor = {Tapio Elomaa and
Jaakko Hollm{\'{e}}n and
Heikki Mannila},
title = {Discovery Science - 14th International Conference, {DS} 2011, Espoo,
Finland, October 5-7, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6926},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-24477-3},
doi = {10.1007/978-3-642-24477-3},
isbn = {978-3-642-24476-6},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dis/2011.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ida/2011,
editor = {Jo{\~{a}}o Gama and
Elizabeth Bradley and
Jaakko Hollm{\'{e}}n},
title = {Advances in Intelligent Data Analysis {X} - 10th International Symposium,
{IDA} 2011, Porto, Portugal, October 29-31, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7014},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-24800-9},
doi = {10.1007/978-3-642-24800-9},
isbn = {978-3-642-24799-6},
timestamp = {Mon, 30 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ida/2011.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/KorpelaMNHS10,
author = {Mikko Korpela and
Harri M{\"{a}}kinen and
Pekka N{\"{o}}jd and
Jaakko Hollm{\'{e}}n and
Mika Sulkava},
title = {Automatic detection of onset and cessation of tree stem radius increase
using dendrometer data},
journal = {Neurocomputing},
volume = {73},
number = {10-12},
pages = {2039--2046},
year = {2010},
url = {https://doi.org/10.1016/j.neucom.2009.11.035},
doi = {10.1016/J.NEUCOM.2009.11.035},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/KorpelaMNHS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/ToivolaPH10,
author = {Janne Toivola and
Miguel A. Prada and
Jaakko Hollm{\'{e}}n},
editor = {Paul R. Cohen and
Niall M. Adams and
Michael R. Berthold},
title = {Novelty Detection in Projected Spaces for Structural Health Monitoring},
booktitle = {Advances in Intelligent Data Analysis IX, 9th International Symposium,
{IDA} 2010, Tucson, AZ, USA, May 19-21, 2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6065},
pages = {208--219},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-13062-5\_20},
doi = {10.1007/978-3-642-13062-5\_20},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/ida/ToivolaPH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itsc/SirvioH10,
author = {Konsta Sirvio and
Jaakko Hollm{\'{e}}n},
title = {Multi-year network level road maintenance programming by genetic algorithms
and variable neighbourhood search},
booktitle = {13th International {IEEE} Conference on Intelligent Transportation
Systems, Funchal, Madeira, Portugal, 19-22 September 2010},
pages = {581--586},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ITSC.2010.5625072},
doi = {10.1109/ITSC.2010.5625072},
timestamp = {Wed, 16 Oct 2019 14:14:57 +0200},
biburl = {https://dblp.org/rec/conf/itsc/SirvioH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/petra/LijffijtPH10,
author = {Jefrey Lijffijt and
Panagiotis Papapetrou and
Jaakko Hollm{\'{e}}n},
editor = {Fillia Makedon},
title = {Tracking your steps on the track: body sensor recordings of a controlled
walking experiment},
booktitle = {Proceedings of the 3rd International Conference on Pervasive Technologies
Related to Assistive Environments, {PETRA} 2010, Samos, Greece, June
23-25, 2010},
series = {{ACM} International Conference Proceeding Series},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1839294.1839363},
doi = {10.1145/1839294.1839363},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/petra/LijffijtPH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/petra/LijffijtPHA10,
author = {Jefrey Lijffijt and
Panagiotis Papapetrou and
Jaakko Hollm{\'{e}}n and
Vassilis Athitsos},
editor = {Fillia Makedon},
title = {Benchmarking dynamic time warping for music retrieval},
booktitle = {Proceedings of the 3rd International Conference on Pervasive Technologies
Related to Assistive Environments, {PETRA} 2010, Samos, Greece, June
23-25, 2010},
series = {{ACM} International Conference Proceeding Series},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1839294.1839365},
doi = {10.1145/1839294.1839365},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/petra/LijffijtPHA10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/prib/AdhikariH10,
author = {Prem Raj Adhikari and
Jaakko Hollm{\'{e}}n},
editor = {Tjeerd Dijkstra and
Evgeni Tsivtsivadze and
Elena Marchiori and
Tom Heskes},
title = {Preservation of Statistically Significant Patterns in Multiresolution
0-1 Data},
booktitle = {Pattern Recognition in Bioinformatics - 5th {IAPR} International Conference,
{PRIB} 2010, Nijmegen, The Netherlands, September 22-24, 2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6282},
pages = {86--97},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-16001-1\_8},
doi = {10.1007/978-3-642-16001-1\_8},
timestamp = {Tue, 14 May 2019 10:00:45 +0200},
biburl = {https://dblp.org/rec/conf/prib/AdhikariH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/ToivolaH09,
author = {Janne Toivola and
Jaakko Hollm{\'{e}}n},
editor = {Niall M. Adams and
C{\'{e}}line Robardet and
Arno Siebes and
Jean{-}Fran{\c{c}}ois Boulicaut},
title = {Feature Extraction and Selection from Vibration Measurements for Structural
Health Monitoring},
booktitle = {Advances in Intelligent Data Analysis VIII, 8th International Symposium
on Intelligent Data Analysis, {IDA} 2009, Lyon, France, August 31
- September 2, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5772},
pages = {213--224},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-03915-7\_19},
doi = {10.1007/978-3-642-03915-7\_19},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/ida/ToivolaH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/TikkaH08,
author = {Jarkko Tikka and
Jaakko Hollm{\'{e}}n},
title = {Sequential input selection algorithm for long-term prediction of time
series},
journal = {Neurocomputing},
volume = {71},
number = {13-15},
pages = {2604--2615},
year = {2008},
url = {https://doi.org/10.1016/j.neucom.2007.11.037},
doi = {10.1016/J.NEUCOM.2007.11.037},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/TikkaH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/KorpelaMSNH08,
author = {Mikko Korpela and
Harri M{\"{a}}kinen and
Mika Sulkava and
Pekka N{\"{o}}jd and
Jaakko Hollm{\'{e}}n},
editor = {Jean{-}Fran{\c{c}}ois Boulicaut and
Michael R. Berthold and
Tam{\'{a}}s Horv{\'{a}}th},
title = {Smoothed Prediction of the Onset of Tree Stem Radius Increase Based
on Temperature Patterns},
booktitle = {Discovery Science, 11th International Conference, {DS} 2008, Budapest,
Hungary, October 13-16, 2008. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5255},
pages = {100--111},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-88411-8\_12},
doi = {10.1007/978-3-540-88411-8\_12},
timestamp = {Tue, 14 May 2019 10:00:46 +0200},
biburl = {https://dblp.org/rec/conf/dis/KorpelaMSNH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/TikkaH08,
author = {Jarkko Tikka and
Jaakko Hollm{\'{e}}n},
title = {Selection of important input variables for {RBF} network using partial
derivatives},
booktitle = {16th European Symposium on Artificial Neural Networks, {ESANN} 2008,
Bruges, Belgium, April 23-25, 2008, Proceedings},
pages = {167--172},
year = {2008},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2008-73.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/TikkaH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/SirvioH08,
author = {Konsta Sirvio and
Jaakko Hollm{\'{e}}n},
editor = {Emilio Corchado and
Ajith Abraham and
Witold Pedrycz},
title = {Spatio-temporal Road Condition Forecasting with Markov Chains and
Artificial Neural Networks},
booktitle = {Hybrid Artificial Intelligence Systems, Third International Workshop,
{HAIS} 2008, Burgos, Spain, September 24-26, 2008. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5271},
pages = {204--211},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-87656-4\_26},
doi = {10.1007/978-3-540-87656-4\_26},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/hais/SirvioH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ecoi/SulkavaLRJH07,
author = {Mika Sulkava and
Sebastiaan Luyssaert and
Pasi Rautio and
Ivan A. Janssens and
Jaakko Hollm{\'{e}}n},
title = {Modeling the effects of varying data quality on trend detection in
environmental monitoring},
journal = {Ecol. Informatics},
volume = {2},
number = {2},
pages = {167--176},
year = {2007},
url = {https://doi.org/10.1016/j.ecoinf.2007.03.008},
doi = {10.1016/J.ECOINF.2007.03.008},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ecoi/SulkavaLRJH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/Hollmen07,
author = {Jaakko Hollm{\'{e}}n},
editor = {Vincent Corruble and
Masayuki Takeda and
Einoshin Suzuki},
title = {Model Selection and Estimation Via Subjective User Preferences},
booktitle = {Discovery Science, 10th International Conference, {DS} 2007, Sendai,
Japan, October 1-4, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4755},
pages = {259--263},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-75488-6\_26},
doi = {10.1007/978-3-540-75488-6\_26},
timestamp = {Tue, 14 May 2019 10:00:46 +0200},
biburl = {https://dblp.org/rec/conf/dis/Hollmen07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/GwaderaTH07,
author = {Robert Gwadera and
Janne Toivola and
Jaakko Hollm{\'{e}}n},
title = {Segmenting Multi-attribute Sequences Using Dynamic Bayesian Networks},
booktitle = {Workshops Proceedings of the 7th {IEEE} International Conference on
Data Mining {(ICDM} 2007), October 28-31, 2007, Omaha, Nebraska, {USA}},
pages = {465--470},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/ICDMW.2007.98},
doi = {10.1109/ICDMW.2007.98},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/GwaderaTH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/HollmenT07,
author = {Jaakko Hollm{\'{e}}n and
Jarkko Tikka},
editor = {Michael R. Berthold and
John Shawe{-}Taylor and
Nada Lavrac},
title = {Compact and Understandable Descriptions of Mixtures of Bernoulli Distributions},
booktitle = {Advances in Intelligent Data Analysis VII, 7th International Symposium
on Intelligent Data Analysis, {IDA} 2007, Ljubljana, Slovenia, September
6-8, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4723},
pages = {1--12},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-74825-0\_1},
doi = {10.1007/978-3-540-74825-0\_1},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/ida/HollmenT07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/TikkaHM07,
author = {Jarkko Tikka and
Jaakko Hollm{\'{e}}n and
Samuel Myllykangas},
editor = {Francisco Sandoval Hern{\'{a}}ndez and
Alberto Prieto and
Joan Cabestany and
Manuel Gra{\~{n}}a},
title = {Mixture Modeling of {DNA} Copy Number Amplification Patterns in Cancer},
booktitle = {Computational and Ambient Intelligence, 9th International Work-Conference
on Artificial Neural Networks, {IWANN} 2007, San Sebasti{\'{a}}n,
Spain, June 20-22, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4507},
pages = {972--979},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-73007-1\_117},
doi = {10.1007/978-3-540-73007-1\_117},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/iwann/TikkaHM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/RasinenHM06,
author = {Antti Rasinen and
Jaakko Hollm{\'{e}}n and
Heikki Mannila},
editor = {Ljupco Todorovski and
Nada Lavrac and
Klaus P. Jantke},
title = {Analysis of Linux Evolution Using Aligned Source Code Segments},
booktitle = {Discovery Science, 9th International Conference, {DS} 2006, Barcelona,
Spain, October 7-10, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4265},
pages = {209--218},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11893318\_22},
doi = {10.1007/11893318\_22},
timestamp = {Tue, 14 May 2019 10:00:46 +0200},
biburl = {https://dblp.org/rec/conf/dis/RasinenHM06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/TikkaLH06,
author = {Jarkko Tikka and
Amaury Lendasse and
Jaakko Hollm{\'{e}}n},
editor = {Stefanos D. Kollias and
Andreas Stafylopatis and
Wlodzislaw Duch and
Erkki Oja},
title = {Analysis of Fast Input Selection: Application in Time Series Prediction},
booktitle = {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},
pages = {161--170},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11840930\_17},
doi = {10.1007/11840930\_17},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/icann/TikkaLH06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/SulkavaRH05,
author = {Mika Sulkava and
Pasi Rautio and
Jaakko Hollm{\'{e}}n},
editor = {Wlodzislaw Duch and
Janusz Kacprzyk and
Erkki Oja and
Slawomir Zadrozny},
title = {Combining Measurement Quality into Monitoring Trends in Foliar Nutrient
Concentrations},
booktitle = {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},
pages = {761--767},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11550907\_121},
doi = {10.1007/11550907\_121},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/icann/SulkavaRH05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismb/GopalacharyuluLBKYHO05,
author = {Peddinti V. Gopalacharyulu and
Erno Lindfors and
Catherine Bounsaythip and
Teemu Kivioja and
Laxman Yetukuri and
Jaakko Hollm{\'{e}}n and
Matej Oresic},
title = {Data integration and visualization system for enabling conceptual
biology},
booktitle = {Proceedings Thirteenth International Conference on Intelligent Systems
for Molecular Biology 2005, Detroit, MI, USA, 25-29 June 2005},
pages = {177--185},
year = {2005},
url = {https://doi.org/10.1093/bioinformatics/bti1015},
doi = {10.1093/BIOINFORMATICS/BTI1015},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ismb/GopalacharyuluLBKYHO05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/TikkaHL05,
author = {Jarkko Tikka and
Jaakko Hollm{\'{e}}n and
Amaury Lendasse},
editor = {Joan Cabestany and
Alberto Prieto and
Francisco Sandoval Hern{\'{a}}ndez},
title = {Input Selection for Long-Term Prediction of Time Series},
booktitle = {Computational Intelligence and Bioinspired Systems, 8th International
Work-Conference on Artificial Neural Networks, {IWANN} 2005, Vilanova
i la Geltr{\'{u}}, Barcelona, Spain, June 8-10, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3512},
pages = {1002--1009},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11494669\_123},
doi = {10.1007/11494669\_123},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/iwann/TikkaHL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:conf/cinq/BykowskiSH04,
author = {Artur Bykowski and
Jouni K. Sepp{\"{a}}nen and
Jaakko Hollm{\'{e}}n},
editor = {Rosa Meo and
Pier Luca Lanzi and
Mika Klemettinen},
title = {Model-Independent Bounding of the Supports of Boolean Formulae in
Binary Data},
booktitle = {Database Support for Data Mining Applications: Discovering Knowledge
with Inductive Queries},
series = {Lecture Notes in Computer Science},
volume = {2682},
pages = {234--249},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-44497-8\_12},
doi = {10.1007/978-3-540-44497-8\_12},
timestamp = {Tue, 14 May 2019 10:00:46 +0200},
biburl = {https://dblp.org/rec/conf/cinq/BykowskiSH04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HollmenSM03,
author = {Jaakko Hollm{\'{e}}n and
Jouni K. Sepp{\"{a}}nen and
Heikki Mannila},
editor = {Daniel Barbar{\'{a}} and
Chandrika Kamath},
title = {Mixture Models and Frequent Sets: Combining Global and Local Methods
for 0-1 Data},
booktitle = {Proceedings of the Third {SIAM} International Conference on Data Mining,
San Francisco, CA, USA, May 1-3, 2003},
pages = {289--293},
publisher = {{SIAM}},
year = {2003},
url = {https://doi.org/10.1137/1.9781611972733.32},
doi = {10.1137/1.9781611972733.32},
timestamp = {Fri, 06 Oct 2023 11:45:43 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HollmenSM03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/RuosaariH02,
author = {Salla Ruosaari and
Jaakko Hollm{\'{e}}n},
editor = {Steffen Lange and
Ken Satoh and
Carl H. Smith},
title = {Image Analysis for Detecting Faulty Spots from Microarray Images},
booktitle = {Discovery Science, 5th International Conference, {DS} 2002, L{\"{u}}beck,
Germany, November 24-26, 2002, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2534},
pages = {259--266},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-36182-0\_23},
doi = {10.1007/3-540-36182-0\_23},
timestamp = {Tue, 14 May 2019 10:00:46 +0200},
biburl = {https://dblp.org/rec/conf/dis/RuosaariH02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdid/BykowskiSH02,
author = {Artur Bykowski and
Jouni K. Sepp{\"{a}}nen and
Jaakko Hollm{\'{e}}n},
editor = {Mika Klemettinen and
Rosa Meo},
title = {Model-independent Bounding of the Supports of Boolean Formulae in
Binary Data},
booktitle = {Proceedings of the First International Workshop on Inductive Databases,
20 August 2002, Helsinki, Finland},
pages = {20--31},
publisher = {Helsinki University Printing House, Helsinki},
year = {2002},
url = {http://www.cinq-project.org/ecmlpkdd2002/papers/kdid\_02.pdf},
timestamp = {Wed, 02 Feb 2005 08:48:47 +0100},
biburl = {https://dblp.org/rec/conf/kdid/BykowskiSH02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/his/VesantoH01,
author = {Juha Vesanto and
Jaakko Hollm{\'{e}}n},
editor = {Ajith Abraham and
Mario K{\"{o}}ppen},
title = {An Automated Report Generation Tool for the Data Understanding Phase},
booktitle = {Hybrid Information Systems, First International Workshop on Hybrid
Intelligent Systems, Adelaide, Australia, December 11-12, 2001, Proceedings},
series = {Advances in Soft Computing},
pages = {611--625},
publisher = {Physica-Verlag},
year = {2001},
timestamp = {Wed, 26 Mar 2003 13:04:24 +0100},
biburl = {https://dblp.org/rec/conf/his/VesantoH01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/basesearch/Hollmen00,
author = {Jaakko Hollm{\'{e}}n},
title = {User profiling and classification for fraud detection in mobile communications
networks},
school = {Aalto University, Espoo, Helsinki, Finland},
year = {2000},
url = {https://aaltodoc.aalto.fi/handle/123456789/2311},
timestamp = {Mon, 13 Mar 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/phd/basesearch/Hollmen00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/HollmenT00,
author = {Jaakko Hollm{\'{e}}n and
Volker Tresp},
title = {A hidden Markov model for metric and event-based data},
booktitle = {10th European Signal Processing Conference, {EUSIPCO} 2000, Tampere,
Finland, September 4-8, 2000},
pages = {1--4},
publisher = {{IEEE}},
year = {2000},
url = {https://ieeexplore.ieee.org/document/7075519/},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eusipco/HollmenT00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/HollmenTS00,
author = {Jaakko Hollm{\'{e}}n and
Volker Tresp and
Olli Simula},
title = {A learning vector quantization algorithm for probabilistic models},
booktitle = {10th European Signal Processing Conference, {EUSIPCO} 2000, Tampere,
Finland, September 4-8, 2000},
pages = {1--4},
publisher = {{IEEE}},
year = {2000},
url = {https://ieeexplore.ieee.org/document/7075521/},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eusipco/HollmenTS00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/SkubaczH00,
author = {Michal Skubacz and
Jaakko Hollm{\'{e}}n},
editor = {Kwong{-}Sak Leung and
Lai{-}Wan Chan and
Helen Meng},
title = {Quantization of Continuous Input Variables for Binary Classification},
booktitle = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2000,
Data Mining, Financial Engineering, and Intelligent Agents, Second
International Conference, Shatin, {N.T.} Hong Kong, China, December
13-15, 2000, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1983},
pages = {42--47},
publisher = {Springer},
year = {2000},
url = {https://doi.org/10.1007/3-540-44491-2\_7},
doi = {10.1007/3-540-44491-2\_7},
timestamp = {Tue, 14 May 2019 10:00:45 +0200},
biburl = {https://dblp.org/rec/conf/ideal/SkubaczH00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/icae/AlhoniemiHSV99,
author = {Esa Alhoniemi and
Jaakko Hollm{\'{e}}n and
Olli Simula and
Juha Vesanto},
title = {Process Monitoring and Modeling Using the Self-Organizing Map},
journal = {Integr. Comput. Aided Eng.},
volume = {6},
number = {1},
pages = {3--14},
year = {1999},
url = {https://doi.org/10.3233/ica-1999-6102},
doi = {10.3233/ICA-1999-6102},
timestamp = {Fri, 10 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/icae/AlhoniemiHSV99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/TaniguchiHHT98,
author = {Michiaki Taniguchi and
Michael Haft and
Jaakko Hollm{\'{e}}n and
Volker Tresp},
title = {Fraud detection in communication networks using neural and probabilistic
methods},
booktitle = {Proceedings of the 1998 {IEEE} International Conference on Acoustics,
Speech and Signal Processing, {ICASSP} '98, Seattle, Washington, USA,
May 12-15, 1998},
pages = {1241--1244},
publisher = {{IEEE}},
year = {1998},
url = {https://doi.org/10.1109/ICASSP.1998.675496},
doi = {10.1109/ICASSP.1998.675496},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/TaniguchiHHT98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HollmenT98,
author = {Jaakko Hollm{\'{e}}n and
Volker Tresp},
editor = {Michael J. Kearns and
Sara A. Solla and
David A. Cohn},
title = {Call-Based Fraud Detection in Mobile Communication Networks Using
a Hierarchical Regime-Switching Model},
booktitle = {Advances in Neural Information Processing Systems 11, {[NIPS} Conference,
Denver, Colorado, USA, November 30 - December 5, 1998]},
pages = {889--895},
publisher = {The {MIT} Press},
year = {1998},
url = {http://papers.nips.cc/paper/1505-call-based-fraud-detection-in-mobile-communication-networks-using-a-hierarchical-regime-switching-model},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/HollmenT98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/SimulaAHV97,
author = {Olli Simula and
Esa Alhoniemi and
Jaakko Hollm{\'{e}}n and
Juha Vesanto},
editor = {Nikola K. Kasabov and
Robert Kozma and
Kitty Ko and
Robert O'Shea and
George G. Coghill and
Tom Gedeon},
title = {Analysis of Complex Systems Using the Self-Organizing Map},
booktitle = {Progress in Connectionist-Based Information Systems: Proceedings of
the 1997 International Conference on Neural Information Processing
and Intelligent Information Systems, {ICONIP} 1997, Volume II, Dunedin,
New Zealand, 24-28 November, 1997},
pages = {1313--1317},
publisher = {Springer},
year = {1997},
timestamp = {Wed, 28 Oct 2020 08:39:42 +0100},
biburl = {https://dblp.org/rec/conf/iconip/SimulaAHV97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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