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BibTeX 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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