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BibTeX records: Kai Puolamäki
@article{DBLP:journals/fcomp/BjorklundHOKP23, author = {Anton Bj{\"{o}}rklund and Andreas Henelius and Emilia Oikarinen and Kimmo Kallonen and Kai Puolam{\"{a}}ki}, title = {Explaining any black box model using real data}, journal = {Frontiers Comput. Sci.}, volume = {5}, year = {2023}, url = {https://doi.org/10.3389/fcomp.2023.1143904}, doi = {10.3389/FCOMP.2023.1143904}, timestamp = {Wed, 24 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/fcomp/BjorklundHOKP23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/BjorklundMP23, author = {Anton Bj{\"{o}}rklund and Jarmo M{\"{a}}kel{\"{a}} and Kai Puolam{\"{a}}ki}, title = {{SLISEMAP:} supervised dimensionality reduction through local explanations}, journal = {Mach. Learn.}, volume = {112}, number = {1}, pages = {1--43}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06261-1}, doi = {10.1007/S10994-022-06261-1}, timestamp = {Tue, 28 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/BjorklundMP23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sadm/SavvidesMP23, author = {Rafael Savvides and Jarmo M{\"{a}}kel{\"{a}} and Kai Puolam{\"{a}}ki}, title = {Model selection with bootstrap validation}, journal = {Stat. Anal. Data Min.}, volume = {16}, number = {2}, pages = {162--186}, year = {2023}, url = {https://doi.org/10.1002/sam.11606}, doi = {10.1002/SAM.11606}, timestamp = {Sat, 13 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sadm/SavvidesMP23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tvcg/SavvidesHOP23, author = {Rafael Savvides and Andreas Henelius and Emilia Oikarinen and Kai Puolam{\"{a}}ki}, title = {Visual Data Exploration as a Statistical Testing Procedure: Within-View and Between-View Multiple Comparisons}, journal = {{IEEE} Trans. Vis. Comput. Graph.}, volume = {29}, number = {9}, pages = {3937--3948}, year = {2023}, url = {https://doi.org/10.1109/TVCG.2022.3175532}, doi = {10.1109/TVCG.2022.3175532}, timestamp = {Tue, 12 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tvcg/SavvidesHOP23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/TanakaTBMP23, author = {Akihiro Tanaka and Juniper Tyree and Anton Bj{\"{o}}rklund and Jarmo M{\"{a}}kel{\"{a}} and Kai Puolam{\"{a}}ki}, editor = {Gianmarco De Francisci Morales and Claudia Perlich and Natali Ruchansky and Nicolas Kourtellis and Elena Baralis and Francesco Bonchi}, title = {{\(\chi\)}iplot: Web-First Visualisation Platform for Multidimensional Data}, booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track - European Conference, {ECML} {PKDD} 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part {VII}}, series = {Lecture Notes in Computer Science}, volume = {14175}, pages = {335--339}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-43430-3\_26}, doi = {10.1007/978-3-031-43430-3\_26}, timestamp = {Wed, 01 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pkdd/TanakaTBMP23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2306-12110, author = {Akihiro Tanaka and Juniper Tyree and Anton Bj{\"{o}}rklund and Jarmo M{\"{a}}kel{\"{a}} and Kai Puolam{\"{a}}ki}, title = {{\(\chi\)}iplot: web-first visualisation platform for multidimensional data}, journal = {CoRR}, volume = {abs/2306.12110}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2306.12110}, doi = {10.48550/ARXIV.2306.12110}, eprinttype = {arXiv}, eprint = {2306.12110}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2306-12110.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2310-15610, author = {Lauri Sepp{\"{a}}l{\"{a}}inen and Anton Bj{\"{o}}rklund and Vitus Besel and Kai Puolam{\"{a}}ki}, title = {Using Slisemap to interpret physical data}, journal = {CoRR}, volume = {abs/2310.15610}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2310.15610}, doi = {10.48550/ARXIV.2310.15610}, eprinttype = {arXiv}, eprint = {2310.15610}, timestamp = {Tue, 31 Oct 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2310-15610.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/datamine/BjorklundHOKP22, author = {Anton Bj{\"{o}}rklund and Andreas Henelius and Emilia Oikarinen and Kimmo Kallonen and Kai Puolam{\"{a}}ki}, title = {Robust regression via error tolerance}, journal = {Data Min. Knowl. Discov.}, volume = {36}, number = {2}, pages = {781--810}, year = {2022}, url = {https://doi.org/10.1007/s10618-022-00819-2}, doi = {10.1007/S10618-022-00819-2}, timestamp = {Fri, 13 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/datamine/BjorklundHOKP22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/BjorklundMP22, author = {Anton Bj{\"{o}}rklund and Jarmo M{\"{a}}kel{\"{a}} and Kai Puolam{\"{a}}ki}, editor = {Massih{-}Reza Amini and St{\'{e}}phane Canu and Asja Fischer and Tias Guns and Petra Kralj Novak and Grigorios Tsoumakas}, title = {{SLISEMAP:} Combining Supervised Dimensionality Reduction with Local Explanations}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings, Part {VI}}, series = {Lecture Notes in Computer Science}, volume = {13718}, pages = {612--616}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-3-031-26422-1\_41}, doi = {10.1007/978-3-031-26422-1\_41}, timestamp = {Sat, 13 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/BjorklundMP22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2201-04455, author = {Anton Bj{\"{o}}rklund and Jarmo M{\"{a}}kel{\"{a}} and Kai Puolam{\"{a}}ki}, title = {{SLISEMAP:} Explainable Dimensionality Reduction}, journal = {CoRR}, volume = {abs/2201.04455}, year = {2022}, url = {https://arxiv.org/abs/2201.04455}, eprinttype = {arXiv}, eprint = {2201.04455}, timestamp = {Thu, 20 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2201-04455.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/datamine/OikarinenTHP21, author = {Emilia Oikarinen and Henri Tiittanen and Andreas Henelius and Kai Puolam{\"{a}}ki}, title = {Detecting virtual concept drift of regressors without ground truth values}, journal = {Data Min. Knowl. Discov.}, volume = {35}, number = {3}, pages = {726--747}, year = {2021}, url = {https://doi.org/10.1007/s10618-021-00739-7}, doi = {10.1007/S10618-021-00739-7}, timestamp = {Sun, 16 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/datamine/OikarinenTHP21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/PuolamakiOH21, author = {Kai Puolam{\"{a}}ki and Emilia Oikarinen and Andreas Henelius}, title = {Guided Visual Exploration of Relations in Data Sets}, journal = {J. Mach. Learn. Res.}, volume = {22}, pages = {96:1--96:32}, year = {2021}, url = {http://jmlr.org/papers/v22/19-364.html}, timestamp = {Mon, 31 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jmlr/PuolamakiOH21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tosn/ConcasMLVLPNT21, author = {Francesco Concas and Julien Mineraud and Eemil Lagerspetz and Samu Varjonen and Xiaoli Liu and Kai Puolam{\"{a}}ki and Petteri Nurmi and Sasu Tarkoma}, title = {Low-Cost Outdoor Air Quality Monitoring and Sensor Calibration: {A} Survey and Critical Analysis}, journal = {{ACM} Trans. Sens. Networks}, volume = {17}, number = {2}, pages = {20:1--20:44}, year = {2021}, url = {https://doi.org/10.1145/3446005}, doi = {10.1145/3446005}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tosn/ConcasMLVLPNT21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/MelkasSCMNMP21, author = {Laila Melkas and Rafael Savvides and Suyog Chandramouli and Jarmo M{\"{a}}kel{\"{a}} and Tuomo Nieminen and Ivan Mammarella and Kai Puolam{\"{a}}ki}, editor = {Thuc Duy Le and Jiuyong Li and Gregory Cooper and Sofia Triantafyllou and Elias Bareinboim and Huan Liu and Negar Kiyavash}, title = {Interactive Causal Structure Discovery in Earth System Sciences}, booktitle = {The {KDD} 2021 Workshop on Causal Discovery, CD@KDD 2021, Singapore, August 15, 2021}, series = {Proceedings of Machine Learning Research}, volume = {150}, pages = {3--25}, publisher = {{PMLR}}, year = {2021}, url = {https://proceedings.mlr.press/v150/melkas21a.html}, timestamp = {Tue, 19 Jul 2022 11:59:44 +0200}, biburl = {https://dblp.org/rec/conf/kdd/MelkasSCMNMP21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2107-01126, author = {Laila Melkas and Rafael Savvides and Suyog Chandramouli and Jarmo M{\"{a}}kel{\"{a}} and Tuomo Nieminen and Ivan Mammarella and Kai Puolam{\"{a}}ki}, title = {Interactive Causal Structure Discovery in Earth System Sciences}, journal = {CoRR}, volume = {abs/2107.01126}, year = {2021}, url = {https://arxiv.org/abs/2107.01126}, eprinttype = {arXiv}, eprint = {2107.01126}, timestamp = {Wed, 07 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2107-01126.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/datamine/PuolamakiOKLB20, author = {Kai Puolam{\"{a}}ki and Emilia Oikarinen and Bo Kang and Jefrey Lijffijt and Tijl De Bie}, title = {Interactive visual data exploration with subjective feedback: an information-theoretic approach}, journal = {Data Min. Knowl. Discov.}, volume = {34}, number = {1}, pages = {21--49}, year = {2020}, url = {https://doi.org/10.1007/s10618-019-00655-x}, doi = {10.1007/S10618-019-00655-X}, timestamp = {Fri, 31 Jan 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/datamine/PuolamakiOKLB20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tkde/KangPLB20, author = {Bo Kang and Kai Puolam{\"{a}}ki and Jefrey Lijffijt and Tijl De Bie}, title = {A Constrained Randomization Approach to Interactive Visual Data Exploration with Subjective Feedback}, journal = {{IEEE} Trans. Knowl. Data Eng.}, volume = {32}, number = {9}, pages = {1666--1679}, year = {2020}, url = {https://doi.org/10.1109/TKDE.2019.2907082}, doi = {10.1109/TKDE.2019.2907082}, timestamp = {Thu, 27 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tkde/KangPLB20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2006-09467, author = {Sami Hanhij{\"{a}}rvi and Markus Ojala and Niko Vuokko and Kai Puolam{\"{a}}ki and Nikolaj Tatti and Heikki Mannila}, title = {Tell Me Something {I} Don't Know: Randomization Strategies for Iterative Data Mining}, journal = {CoRR}, volume = {abs/2006.09467}, year = {2020}, url = {https://arxiv.org/abs/2006.09467}, eprinttype = {arXiv}, eprint = {2006.09467}, timestamp = {Tue, 23 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2006-09467.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/behaviourIT/KalakoskiHOUP19, author = {Virpi Kalakoski and Andreas Henelius and Emilia Oikarinen and Antti Ukkonen and Kai Puolam{\"{a}}ki}, title = {Cognitive ergonomics for data analysis. Experimental study of cognitive limitations in a data-based judgement task}, journal = {Behav. Inf. Technol.}, volume = {38}, number = {10}, pages = {1038--1047}, year = {2019}, url = {https://doi.org/10.1080/0144929X.2019.1657181}, doi = {10.1080/0144929X.2019.1657181}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/behaviourIT/KalakoskiHOUP19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dis/BjorklundHOKP19, author = {Anton Bj{\"{o}}rklund and Andreas Henelius and Emilia Oikarinen and Kimmo Kallonen and Kai Puolam{\"{a}}ki}, editor = {Petra Kralj Novak and Tomislav Smuc and Saso Dzeroski}, title = {Sparse Robust Regression for Explaining Classifiers}, booktitle = {Discovery Science - 22nd International Conference, {DS} 2019, Split, Croatia, October 28-30, 2019, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {11828}, pages = {351--366}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-33778-0\_27}, doi = {10.1007/978-3-030-33778-0\_27}, timestamp = {Sun, 25 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/dis/BjorklundHOKP19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ecce/KalakoskiHOUP19, author = {Virpi Kalakoski and Andreas Henelius and Emilia Oikarinen and Antti Ukkonen and Kai Puolam{\"{a}}ki}, editor = {Maurice D. Mulvenna and Raymond R. Bond}, title = {Cognitive ergonomics for data analysis}, booktitle = {Proceedings of the 31st European Conference on Cognitive Ergonomics, {ECCE} 2019, Belfast, UK, September 10-13, 2019}, pages = {38--40}, publisher = {{ACM}}, year = {2019}, url = {https://doi.org/10.1145/3335082.3335112}, doi = {10.1145/3335082.3335112}, timestamp = {Wed, 28 Apr 2021 17:25:34 +0200}, biburl = {https://dblp.org/rec/conf/ecce/KalakoskiHOUP19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/SavvidesHOP19, author = {Rafael Savvides and Andreas Henelius and Emilia Oikarinen and Kai Puolam{\"{a}}ki}, editor = {Ankur Teredesai and Vipin Kumar and Ying Li and R{\'{o}}mer Rosales and Evimaria Terzi and George Karypis}, title = {Significance of Patterns in Data Visualisations}, booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK, USA, August 4-8, 2019}, pages = {1509--1517}, publisher = {{ACM}}, year = {2019}, url = {https://doi.org/10.1145/3292500.3330994}, doi = {10.1145/3292500.3330994}, timestamp = {Tue, 16 Aug 2022 23:04:27 +0200}, biburl = {https://dblp.org/rec/conf/kdd/SavvidesHOP19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/OikarinenPKP19, author = {Emilia Oikarinen and Kai Puolam{\"{a}}ki and Samaneh Khoshrou and Mykola Pechenizkiy}, editor = {Peggy Cellier and Kurt Driessens}, title = {Supervised Human-Guided Data Exploration}, booktitle = {Machine Learning and Knowledge Discovery in Databases - International Workshops of {ECML} {PKDD} 2019, W{\"{u}}rzburg, Germany, September 16-20, 2019, Proceedings, Part {I}}, series = {Communications in Computer and Information Science}, volume = {1167}, pages = {85--101}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-43823-4\_8}, doi = {10.1007/978-3-030-43823-4\_8}, timestamp = {Fri, 14 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/OikarinenPKP19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1905-02515, author = {Kai Puolam{\"{a}}ki and Emilia Oikarinen and Andreas Henelius}, title = {Guided Visual Exploration of Relations in Data Sets}, journal = {CoRR}, volume = {abs/1905.02515}, year = {2019}, url = {http://arxiv.org/abs/1905.02515}, eprinttype = {arXiv}, eprint = {1905.02515}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1905-02515.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1910-04069, author = {Henri Tiittanen and Emilia Oikarinen and Andreas Henelius and Kai Puolam{\"{a}}ki}, title = {Estimating regression errors without ground truth values}, journal = {CoRR}, volume = {abs/1910.04069}, year = {2019}, url = {http://arxiv.org/abs/1910.04069}, eprinttype = {arXiv}, eprint = {1910.04069}, timestamp = {Wed, 16 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1910-04069.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1912-06384, author = {Francesco Concas and Julien Mineraud and Eemil Lagerspetz and Samu Varjonen and Kai Puolam{\"{a}}ki and Petteri Nurmi and Sasu Tarkoma}, title = {A Gap Analysis of Low-Cost Outdoor Air Quality Sensor In-Field Calibration}, journal = {CoRR}, volume = {abs/1912.06384}, year = {2019}, url = {http://arxiv.org/abs/1912.06384}, eprinttype = {arXiv}, eprint = {1912.06384}, timestamp = {Tue, 07 Jan 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1912-06384.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icde/PuolamakiOKLB18, author = {Kai Puolam{\"{a}}ki and Emilia Oikarinen and Bo Kang and Jefrey Lijffijt and Tijl De Bie}, title = {Interactive Visual Data Exploration with Subjective Feedback: An Information-Theoretic Approach}, booktitle = {34th {IEEE} International Conference on Data Engineering, {ICDE} 2018, Paris, France, April 16-19, 2018}, pages = {1208--1211}, publisher = {{IEEE} Computer Society}, year = {2018}, url = {https://doi.org/10.1109/ICDE.2018.00112}, doi = {10.1109/ICDE.2018.00112}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icde/PuolamakiOKLB18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icde/LijffijtKDPOB18, author = {Jefrey Lijffijt and Bo Kang and Wouter Duivesteijn and Kai Puolam{\"{a}}ki and Emilia Oikarinen and Tijl De Bie}, title = {Subjectively Interesting Subgroup Discovery on Real-Valued Targets}, booktitle = {34th {IEEE} International Conference on Data Engineering, {ICDE} 2018, Paris, France, April 16-19, 2018}, pages = {1352--1355}, publisher = {{IEEE} Computer Society}, year = {2018}, url = {https://doi.org/10.1109/ICDE.2018.00148}, doi = {10.1109/ICDE.2018.00148}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icde/LijffijtKDPOB18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/HeneliusOP18, author = {Andreas Henelius and Emilia Oikarinen and Kai Puolam{\"{a}}ki}, editor = {Ulf Brefeld and Edward Curry and Elizabeth Daly and Brian MacNamee and Alice Marascu and Fabio Pinelli and Michele Berlingerio and Neil Hurley}, title = {Tiler: Software for Human-Guided Data Exploration}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings, Part {III}}, series = {Lecture Notes in Computer Science}, volume = {11053}, pages = {672--676}, publisher = {Springer}, year = {2018}, url = {https://doi.org/10.1007/978-3-030-10997-4\_49}, doi = {10.1007/978-3-030-10997-4\_49}, timestamp = {Fri, 09 Apr 2021 18:44:22 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/HeneliusOP18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1804-03194, author = {Andreas Henelius and Emilia Oikarinen and Kai Puolam{\"{a}}ki}, title = {Human-Guided Data Exploration}, journal = {CoRR}, volume = {abs/1804.03194}, year = {2018}, url = {http://arxiv.org/abs/1804.03194}, eprinttype = {arXiv}, eprint = {1804.03194}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1804-03194.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1805-07725, author = {Kai Puolam{\"{a}}ki and Emilia Oikarinen and Buse Gul Atli and Andreas Henelius}, title = {Human-guided data exploration using randomisation}, journal = {CoRR}, volume = {abs/1805.07725}, year = {2018}, url = {http://arxiv.org/abs/1805.07725}, eprinttype = {arXiv}, eprint = {1805.07725}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1805-07725.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1811-05974, author = {Kai Puolam{\"{a}}ki and Andreas Henelius and Antti Ukkonen}, title = {Randomisation Algorithms for Large Sparse Matrices}, journal = {CoRR}, volume = {abs/1811.05974}, year = {2018}, url = {http://arxiv.org/abs/1811.05974}, eprinttype = {arXiv}, eprint = {1811.05974}, timestamp = {Sat, 24 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1811-05974.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijmhci/LukanderTP17, author = {Kristian Lukander and Miika Toivanen and Kai Puolam{\"{a}}ki}, title = {Inferring Intent and Action from Gaze in Naturalistic Behavior: {A} Review}, journal = {Int. J. Mob. Hum. Comput. Interact.}, volume = {9}, number = {4}, pages = {41--57}, year = {2017}, url = {https://doi.org/10.4018/IJMHCI.2017100104}, doi = {10.4018/IJMHCI.2017100104}, timestamp = {Mon, 11 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijmhci/LukanderTP17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cp/BergOJP17, author = {Jeremias Berg and Emilia Oikarinen and Matti J{\"{a}}rvisalo and Kai Puolam{\"{a}}ki}, editor = {J. Christopher Beck}, title = {Minimum-Width Confidence Bands via Constraint Optimization}, booktitle = {Principles and Practice of Constraint Programming - 23rd International Conference, {CP} 2017, Melbourne, VIC, Australia, August 28 - September 1, 2017, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {10416}, pages = {443--459}, publisher = {Springer}, year = {2017}, url = {https://doi.org/10.1007/978-3-319-66158-2\_29}, doi = {10.1007/978-3-319-66158-2\_29}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cp/BergOJP17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/KorpelaOPU17, author = {Jussi Korpela and Emilia Oikarinen and Kai Puolam{\"{a}}ki and Antti Ukkonen}, editor = {Nitesh V. Chawla and Wei Wang}, title = {Multivariate Confidence Intervals}, booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017}, pages = {696--704}, publisher = {{SIAM}}, year = {2017}, url = {https://doi.org/10.1137/1.9781611974973.78}, doi = {10.1137/1.9781611974973.78}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/KorpelaOPU17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/HeneliusPU17, author = {Andreas Henelius and Kai Puolam{\"{a}}ki and Antti Ukkonen}, title = {Interpreting Classifiers through Attribute Interactions in Datasets}, journal = {CoRR}, volume = {abs/1707.07576}, year = {2017}, url = {http://arxiv.org/abs/1707.07576}, eprinttype = {arXiv}, eprint = {1707.07576}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/HeneliusPU17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1710-04521, author = {Jefrey Lijffijt and Bo Kang and Wouter Duivesteijn and Kai Puolam{\"{a}}ki and Emilia Oikarinen and Tijl De Bie}, title = {Subjectively Interesting Subgroup Discovery on Real-valued Targets}, journal = {CoRR}, volume = {abs/1710.04521}, year = {2017}, url = {http://arxiv.org/abs/1710.04521}, eprinttype = {arXiv}, eprint = {1710.04521}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1710-04521.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1710-08167, author = {Kai Puolam{\"{a}}ki and Emilia Oikarinen and Bo Kang and Jefrey Lijffijt and Tijl De Bie}, title = {Interactive Visual Data Exploration with Subjective Feedback: An Information-Theoretic Approach}, journal = {CoRR}, volume = {abs/1710.08167}, year = {2017}, url = {http://arxiv.org/abs/1710.08167}, eprinttype = {arXiv}, eprint = {1710.08167}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1710-08167.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/datamine/KorpelaHAKP16, author = {Jussi Korpela and Andreas Henelius and Lauri Ahonen and Arto Klami and Kai Puolam{\"{a}}ki}, title = {Using regression makes extraction of shared variation in multiple datasets easy}, journal = {Data Min. Knowl. Discov.}, volume = {30}, number = {5}, pages = {1112--1133}, year = {2016}, url = {https://doi.org/10.1007/s10618-016-0465-y}, doi = {10.1007/S10618-016-0465-Y}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/datamine/KorpelaHAKP16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/lalc/LijffijtNSPPM16, author = {Jefrey Lijffijt and Terttu Nevalainen and Tanja S{\"{a}}ily and Panagiotis Papapetrou and Kai Puolam{\"{a}}ki and Heikki Mannila}, title = {Significance testing of word frequencies in corpora}, journal = {Digit. Scholarsh. Humanit.}, volume = {31}, number = {2}, pages = {374--397}, year = {2016}, url = {https://doi.org/10.1093/llc/fqu064}, doi = {10.1093/LLC/FQU064}, timestamp = {Thu, 05 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/lalc/LijffijtNSPPM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mhci/ToivanenPLHR16, author = {Miika Toivanen and Kai Puolam{\"{a}}ki and Kristian Lukander and Jukka H{\"{a}}kkinen and Jenni Radun}, editor = {Fabio Patern{\`{o}} and Kaisa V{\"{a}}{\"{a}}n{\"{a}}nen and Karen Church and Jonna H{\"{a}}kkil{\"{a}} and Antonio Kr{\"{u}}ger and Marcos Serrano}, title = {Inferring user action with mobile gaze tracking}, booktitle = {Proceedings of the 18th International Conference on Human-Computer Interaction with Mobile Devices and Services Adjunct, MobileHCI 2016, Florence, Italy, September 6-9, 2016}, pages = {1026--1028}, publisher = {{ACM}}, year = {2016}, url = {https://doi.org/10.1145/2957265.2965016}, doi = {10.1145/2957265.2965016}, timestamp = {Sat, 30 Sep 2023 09:52:37 +0200}, biburl = {https://dblp.org/rec/conf/mhci/ToivanenPLHR16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/KangPLB16, author = {Bo Kang and Kai Puolam{\"{a}}ki and Jefrey Lijffijt and Tijl De Bie}, editor = {Bettina Berendt and Bj{\"{o}}rn Bringmann and {\'{E}}lisa Fromont and Gemma C. Garriga and Pauli Miettinen and Nikolaj Tatti and Volker Tresp}, title = {A Tool for Subjective and Interactive Visual Data Exploration}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2016, Riva del Garda, Italy, September 19-23, 2016, Proceedings, Part {III}}, series = {Lecture Notes in Computer Science}, volume = {9853}, pages = {3--7}, publisher = {Springer}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-46131-1\_1}, doi = {10.1007/978-3-319-46131-1\_1}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/KangPLB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/PuolamakiKLB16, author = {Kai Puolam{\"{a}}ki and Bo Kang and Jefrey Lijffijt and Tijl De Bie}, editor = {Paolo Frasconi and Niels Landwehr and Giuseppe Manco and Jilles Vreeken}, title = {Interactive Visual Data Exploration with Subjective Feedback}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2016, Riva del Garda, Italy, September 19-23, 2016, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {9852}, pages = {214--229}, publisher = {Springer}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-46227-1\_14}, doi = {10.1007/978-3-319-46227-1\_14}, timestamp = {Thu, 05 Dec 2019 17:07:16 +0100}, biburl = {https://dblp.org/rec/conf/pkdd/PuolamakiKLB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/HeneliusKPUP16, author = {Andreas Henelius and Isak Karlsson and Panagiotis Papapetrou and Antti Ukkonen and Kai Puolam{\"{a}}ki}, editor = {Paolo Frasconi and Niels Landwehr and Giuseppe Manco and Jilles Vreeken}, title = {Semigeometric Tiling of Event Sequences}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2016, Riva del Garda, Italy, September 19-23, 2016, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {9851}, pages = {329--344}, publisher = {Springer}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-46128-1\_21}, doi = {10.1007/978-3-319-46128-1\_21}, timestamp = {Thu, 05 Dec 2019 17:07:16 +0100}, biburl = {https://dblp.org/rec/conf/pkdd/HeneliusKPUP16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/HeneliusUP16, author = {Andreas Henelius and Antti Ukkonen and Kai Puolam{\"{a}}ki}, title = {Finding Statistically Significant Attribute Interactions}, journal = {CoRR}, volume = {abs/1612.07597}, year = {2016}, url = {http://arxiv.org/abs/1612.07597}, eprinttype = {arXiv}, eprint = {1612.07597}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/HeneliusUP16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/HeneliusPBP16, author = {Andreas Henelius and Kai Puolam{\"{a}}ki and Henrik Bostr{\"{o}}m and Panagiotis Papapetrou}, title = {Clustering with Confidence: Finding Clusters with Statistical Guarantees}, journal = {CoRR}, volume = {abs/1612.08714}, year = {2016}, url = {http://arxiv.org/abs/1612.08714}, eprinttype = {arXiv}, eprint = {1612.08714}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/HeneliusPBP16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/datamine/LijffijtPP15, author = {Jefrey Lijffijt and Panagiotis Papapetrou and Kai Puolam{\"{a}}ki}, title = {Size matters: choosing the most informative set of window lengths for mining patterns in event sequences}, journal = {Data Min. Knowl. Discov.}, volume = {29}, number = {6}, pages = {1838--1864}, year = {2015}, url = {https://doi.org/10.1007/s10618-014-0397-3}, doi = {10.1007/S10618-014-0397-3}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/datamine/LijffijtPP15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/slds/HeneliusPKZABP15, author = {Andreas Henelius and Kai Puolam{\"{a}}ki and Isak Karlsson and Jing Zhao and Lars Asker and Henrik Bostr{\"{o}}m and Panagiotis Papapetrou}, editor = {Alexander Gammerman and Vladimir Vovk and Harris Papadopoulos}, title = {GoldenEye++: {A} Closer Look into the Black Box}, booktitle = {Statistical Learning and Data Sciences - Third International Symposium, {SLDS} 2015, Egham, UK, April 20-23, 2015, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {9047}, pages = {96--105}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-17091-6\_5}, doi = {10.1007/978-3-319-17091-6\_5}, timestamp = {Fri, 14 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/slds/HeneliusPKZABP15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/datamine/LijffijtPP14, author = {Jefrey Lijffijt and Panagiotis Papapetrou and Kai Puolam{\"{a}}ki}, title = {A statistical significance testing approach to mining the most informative set of patterns}, journal = {Data Min. Knowl. Discov.}, volume = {28}, number = {1}, pages = {238--263}, year = {2014}, url = {https://doi.org/10.1007/s10618-012-0298-2}, doi = {10.1007/S10618-012-0298-2}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/datamine/LijffijtPP14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/datamine/HeneliusPBAP14, author = {Andreas Henelius and Kai Puolam{\"{a}}ki and Henrik Bostr{\"{o}}m and Lars Asker and Panagiotis Papapetrou}, title = {A peek into the black box: exploring classifiers by randomization}, journal = {Data Min. Knowl. Discov.}, volume = {28}, number = {5-6}, pages = {1503--1529}, year = {2014}, url = {https://doi.org/10.1007/s10618-014-0368-8}, doi = {10.1007/S10618-014-0368-8}, timestamp = {Fri, 25 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/datamine/HeneliusPBAP14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/datamine/KorpelaPG14, author = {Jussi Korpela and Kai Puolam{\"{a}}ki and Aristides Gionis}, title = {Confidence bands for time series data}, journal = {Data Min. Knowl. Discov.}, volume = {28}, number = {5-6}, pages = {1530--1553}, year = {2014}, url = {https://doi.org/10.1007/s10618-014-0371-0}, doi = {10.1007/S10618-014-0371-0}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/datamine/KorpelaPG14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tap/GamperDBP13, author = {Hannes Gamper and Christina Dicke and Mark Billinghurst and Kai Puolam{\"{a}}ki}, title = {Sound sample detection and numerosity estimation using auditory display}, journal = {{ACM} Trans. Appl. Percept.}, volume = {10}, number = {1}, pages = {4:1--4:18}, year = {2013}, url = {https://doi.org/10.1145/2422105.2422109}, doi = {10.1145/2422105.2422109}, timestamp = {Thu, 21 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tap/GamperDBP13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/HeneliusKP13, author = {Andreas Henelius and Jussi Korpela and Kai Puolam{\"{a}}ki}, editor = {Hendrik Blockeel and Kristian Kersting and Siegfried Nijssen and Filip Zelezn{\'{y}}}, title = {Explaining Interval Sequences by Randomization}, 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 = {337--352}, publisher = {Springer}, year = {2013}, url = {https://doi.org/10.1007/978-3-642-40988-2\_22}, doi = {10.1007/978-3-642-40988-2\_22}, timestamp = {Tue, 21 Mar 2023 21:00:11 +0100}, biburl = {https://dblp.org/rec/conf/pkdd/HeneliusKP13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/LijffijtPP12, author = {Jefrey Lijffijt and Panagiotis Papapetrou and Kai Puolam{\"{a}}ki}, editor = {Peter A. Flach and Tijl De Bie and Nello Cristianini}, title = {Size Matters: Finding the Most Informative Set of Window Lengths}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2012, Bristol, UK, September 24-28, 2012. Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {7524}, pages = {451--466}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-33486-3\_29}, doi = {10.1007/978-3-642-33486-3\_29}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/LijffijtPP12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1207-1414, author = {Eerika Savia and Kai Puolam{\"{a}}ki and Janne Sinkkonen and Samuel Kaski}, title = {Two-Way Latent Grouping Model for User Preference Prediction}, journal = {CoRR}, volume = {abs/1207.1414}, year = {2012}, url = {http://arxiv.org/abs/1207.1414}, eprinttype = {arXiv}, eprint = {1207.1414}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1207-1414.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/vr/AjankiBGJKKKKLPRT11, author = {Antti Ajanki and Mark Billinghurst and Hannes Gamper and Toni J{\"{a}}rvenp{\"{a}}{\"{a}} and Melih Kandemir and Samuel Kaski and Markus Koskela and Mikko Kurimo and Jorma Laaksonen and Kai Puolam{\"{a}}ki and Teemu Ruokolainen and Timo Tossavainen}, title = {An augmented reality interface to contextual information}, journal = {Virtual Real.}, volume = {15}, number = {2-3}, pages = {161--173}, year = {2011}, url = {https://doi.org/10.1007/s10055-010-0183-5}, doi = {10.1007/S10055-010-0183-5}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/vr/AjankiBGJKKKKLPRT11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/LijffijtPPM11, author = {Jefrey Lijffijt and Panagiotis Papapetrou and Kai Puolam{\"{a}}ki and Heikki Mannila}, editor = {Dimitrios Gunopulos and Thomas Hofmann and Donato Malerba and Michalis Vazirgiannis}, title = {Analyzing Word Frequencies in Large Text Corpora Using Inter-arrival Times and Bootstrapping}, 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 = {341--357}, publisher = {Springer}, year = {2011}, url = {https://doi.org/10.1007/978-3-642-23783-6\_22}, doi = {10.1007/978-3-642-23783-6\_22}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/LijffijtPPM11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/PuolamakiPL10, author = {Kai Puolam{\"{a}}ki and Panagiotis Papapetrou and Jefrey Lijffijt}, editor = {Wei Fan and Wynne Hsu and Geoffrey I. Webb and Bing Liu and Chengqi Zhang and Dimitrios Gunopulos and Xindong Wu}, title = {Visually Controllable Data Mining Methods}, booktitle = {{ICDMW} 2010, The 10th {IEEE} International Conference on Data Mining Workshops, Sydney, Australia, 13 December 2010}, pages = {409--417}, publisher = {{IEEE} Computer Society}, year = {2010}, url = {https://doi.org/10.1109/ICDMW.2010.141}, doi = {10.1109/ICDMW.2010.141}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdm/PuolamakiPL10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ipl/UkkonenPGM09, author = {Antti Ukkonen and Kai Puolam{\"{a}}ki and Aristides Gionis and Heikki Mannila}, title = {A randomized approximation algorithm for computing bucket orders}, journal = {Inf. Process. Lett.}, volume = {109}, number = {7}, pages = {356--359}, year = {2009}, url = {https://doi.org/10.1016/j.ipl.2008.12.003}, doi = {10.1016/J.IPL.2008.12.003}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ipl/UkkonenPGM09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/SaviaPK09, author = {Eerika Savia and Kai Puolam{\"{a}}ki and Samuel Kaski}, title = {Latent grouping models for user preference prediction}, journal = {Mach. Learn.}, volume = {74}, number = {1}, pages = {75--109}, year = {2009}, url = {https://doi.org/10.1007/s10994-008-5081-7}, doi = {10.1007/S10994-008-5081-7}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/SaviaPK09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sigkdd/PuolamakiB09, author = {Kai Puolam{\"{a}}ki and Alessio Bertone}, title = {Introduction to the special issue on visual analytics and knowledge discovery}, journal = {{SIGKDD} Explor.}, volume = {11}, number = {2}, pages = {3--4}, year = {2009}, url = {https://doi.org/10.1145/1809400.1809402}, doi = {10.1145/1809400.1809402}, timestamp = {Tue, 29 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sigkdd/PuolamakiB09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/umuai/AjankiHKPS09, author = {Antti Ajanki and David R. Hardoon and Samuel Kaski and Kai Puolam{\"{a}}ki and John Shawe{-}Taylor}, title = {Can eyes reveal interest? Implicit queries from gaze patterns}, journal = {User Model. User Adapt. Interact.}, volume = {19}, number = {4}, pages = {307--339}, year = {2009}, url = {https://doi.org/10.1007/s11257-009-9066-4}, doi = {10.1007/S11257-009-9066-4}, timestamp = {Mon, 08 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/umuai/AjankiHKPS09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ida/SaviaPK09, author = {Eerika Savia and Kai Puolam{\"{a}}ki and Samuel Kaski}, editor = {Niall M. Adams and C{\'{e}}line Robardet and Arno Siebes and Jean{-}Fran{\c{c}}ois Boulicaut}, title = {Two-Way Grouping by One-Way Topic Models}, 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 = {178--189}, publisher = {Springer}, year = {2009}, url = {https://doi.org/10.1007/978-3-642-03915-7\_16}, doi = {10.1007/978-3-642-03915-7\_16}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ida/SaviaPK09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ida/PuolamakiK09, author = {Kai Puolam{\"{a}}ki and Samuel Kaski}, editor = {Niall M. Adams and C{\'{e}}line Robardet and Arno Siebes and Jean{-}Fran{\c{c}}ois Boulicaut}, title = {Bayesian Solutions to the Label Switching Problem}, 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 = {381--392}, publisher = {Springer}, year = {2009}, url = {https://doi.org/10.1007/978-3-642-03915-7\_33}, doi = {10.1007/978-3-642-03915-7\_33}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ida/PuolamakiK09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/HanhijarviOVPTM09, author = {Sami Hanhij{\"{a}}rvi and Markus Ojala and Niko Vuokko and Kai Puolam{\"{a}}ki and Nikolaj Tatti and Heikki Mannila}, editor = {John F. Elder IV and Fran{\c{c}}oise Fogelman{-}Souli{\'{e}} and Peter A. Flach and Mohammed Javeed Zaki}, title = {Tell me something {I} don't know: randomization strategies for iterative data mining}, booktitle = {Proceedings of the 15th {ACM} {SIGKDD} International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28 - July 1, 2009}, pages = {379--388}, publisher = {{ACM}}, year = {2009}, url = {https://doi.org/10.1145/1557019.1557065}, doi = {10.1145/1557019.1557065}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kdd/HanhijarviOVPTM09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/HanhijarviGP09, author = {Sami Hanhij{\"{a}}rvi and Gemma C. Garriga and Kai Puolam{\"{a}}ki}, title = {Randomization Techniques for Graphs}, booktitle = {Proceedings of the {SIAM} International Conference on Data Mining, {SDM} 2009, April 30 - May 2, 2009, Sparks, Nevada, {USA}}, pages = {780--791}, publisher = {{SIAM}}, year = {2009}, url = {https://doi.org/10.1137/1.9781611972795.67}, doi = {10.1137/1.9781611972795.67}, timestamp = {Wed, 17 May 2017 14:24:53 +0200}, biburl = {https://dblp.org/rec/conf/sdm/HanhijarviGP09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/kdd/2009vakd, editor = {Kai Puolam{\"{a}}ki and Heikki Mannila and Alessio Bertone and Silvia Miksch}, title = {Proceedings of the {ACM} {SIGKDD} Workshop on Visual Analytics and Knowledge Discovery: Integrating Automated Analysis with Interactive Exploration, Paris, France, June 28, 2009}, publisher = {{ACM}}, year = {2009}, isbn = {978-1-60558-670-0}, timestamp = {Wed, 14 Oct 2009 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kdd/2009vakd.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ipl/PuolamakiHG08, author = {Kai Puolam{\"{a}}ki and Sami Hanhij{\"{a}}rvi and Gemma C. Garriga}, title = {An approximation ratio for biclustering}, journal = {Inf. Process. Lett.}, volume = {108}, number = {2}, pages = {45--49}, year = {2008}, url = {https://doi.org/10.1016/j.ipl.2008.03.013}, doi = {10.1016/J.IPL.2008.03.013}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ipl/PuolamakiHG08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/PuolamakiAK08, author = {Kai Puolam{\"{a}}ki and Antti Ajanki and Samuel Kaski}, editor = {William W. Cohen and Andrew McCallum and Sam T. Roweis}, title = {Learning to learn implicit queries from gaze patterns}, booktitle = {Machine Learning, Proceedings of the Twenty-Fifth International Conference {(ICML} 2008), Helsinki, Finland, June 5-9, 2008}, series = {{ACM} International Conference Proceeding Series}, volume = {307}, pages = {760--767}, publisher = {{ACM}}, year = {2008}, url = {https://doi.org/10.1145/1390156.1390252}, doi = {10.1145/1390156.1390252}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/PuolamakiAK08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:journals/jmlr/HardoonSAPK07, author = {David R. Hardoon and John Shawe{-}Taylor and Antti Ajanki and Kai Puolam{\"{a}}ki and Samuel Kaski}, editor = {Marina Meila and Xiaotong Shen}, title = {Information Retrieval by Inferring Implicit Queries from Eye Movements}, booktitle = {Proceedings of the Eleventh International Conference on Artificial Intelligence and Statistics, {AISTATS} 2007, San Juan, Puerto Rico, March 21-24, 2007}, series = {{JMLR} Proceedings}, volume = {2}, pages = {179--186}, publisher = {JMLR.org}, year = {2007}, url = {http://proceedings.mlr.press/v2/hardoon07a.html}, timestamp = {Wed, 29 May 2019 08:41:44 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/HardoonSAPK07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-0712-2682, author = {Kai Puolam{\"{a}}ki and Sami Hanhij{\"{a}}rvi and Gemma C. Garriga}, title = {An Approximation Ratio for Biclustering}, journal = {CoRR}, volume = {abs/0712.2682}, year = {2007}, url = {http://arxiv.org/abs/0712.2682}, eprinttype = {arXiv}, eprint = {0712.2682}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-0712-2682.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ploscb/PuolamakiFM06, author = {Kai Puolam{\"{a}}ki and Mikael Fortelius and Heikki Mannila}, title = {Seriation in Paleontological Data Using Markov Chain Monte Carlo Methods}, journal = {PLoS Comput. Biol.}, volume = {2}, number = {2}, year = {2006}, url = {https://doi.org/10.1371/journal.pcbi.0020006}, doi = {10.1371/JOURNAL.PCBI.0020006}, timestamp = {Thu, 10 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ploscb/PuolamakiFM06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/GionisMPU06, author = {Aristides Gionis and Heikki Mannila and Kai Puolam{\"{a}}ki and Antti Ukkonen}, editor = {Tina Eliassi{-}Rad and Lyle H. Ungar and Mark Craven and Dimitrios Gunopulos}, title = {Algorithms for discovering bucket orders from data}, booktitle = {Proceedings of the Twelfth {ACM} {SIGKDD} International Conference on Knowledge Discovery and Data Mining, Philadelphia, PA, USA, August 20-23, 2006}, pages = {561--566}, publisher = {{ACM}}, year = {2006}, url = {https://doi.org/10.1145/1150402.1150468}, doi = {10.1145/1150402.1150468}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/kdd/GionisMPU06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ecml/SalojarviPK05, author = {Jarkko Saloj{\"{a}}rvi and Kai Puolam{\"{a}}ki and Samuel Kaski}, editor = {Jo{\~{a}}o Gama and Rui Camacho and Pavel Brazdil and Al{\'{\i}}pio Jorge and Lu{\'{\i}}s Torgo}, title = {On Discriminative Joint Density Modeling}, booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine Learning, Porto, Portugal, October 3-7, 2005, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3720}, pages = {341--352}, publisher = {Springer}, year = {2005}, url = {https://doi.org/10.1007/11564096\_34}, doi = {10.1007/11564096\_34}, timestamp = {Sun, 25 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ecml/SalojarviPK05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icann/SalojarviPK05, author = {Jarkko Saloj{\"{a}}rvi and Kai Puolam{\"{a}}ki and Samuel Kaski}, editor = {Wlodzislaw Duch and Janusz Kacprzyk and Erkki Oja and Slawomir Zadrozny}, title = {Implicit Relevance Feedback from Eye Movements}, booktitle = {Artificial Neural Networks: Biological Inspirations - {ICANN} 2005, 15th International Conference, Warsaw, Poland, September 11-15, 2005, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {3696}, pages = {513--518}, publisher = {Springer}, year = {2005}, url = {https://doi.org/10.1007/11550822\_80}, doi = {10.1007/11550822\_80}, timestamp = {Sun, 25 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icann/SalojarviPK05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/SalojarviPK05, author = {Jarkko Saloj{\"{a}}rvi and Kai Puolam{\"{a}}ki and Samuel Kaski}, editor = {Luc De Raedt and Stefan Wrobel}, title = {Expectation maximization algorithms for conditional likelihoods}, booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference {(ICML} 2005), Bonn, Germany, August 7-11, 2005}, series = {{ACM} International Conference Proceeding Series}, volume = {119}, pages = {752--759}, publisher = {{ACM}}, year = {2005}, url = {https://doi.org/10.1145/1102351.1102446}, doi = {10.1145/1102351.1102446}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/SalojarviPK05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigir/PuolamakiSSSK05, author = {Kai Puolam{\"{a}}ki and Jarkko Saloj{\"{a}}rvi and Eerika Savia and Jaana Simola and Samuel Kaski}, editor = {Ricardo A. Baeza{-}Yates and Nivio Ziviani and Gary Marchionini and Alistair Moffat and John Tait}, title = {Combining eye movements and collaborative filtering for proactive information retrieval}, booktitle = {{SIGIR} 2005: Proceedings of the 28th Annual International {ACM} {SIGIR} Conference on Research and Development in Information Retrieval, Salvador, Brazil, August 15-19, 2005}, pages = {146--153}, publisher = {{ACM}}, year = {2005}, url = {https://doi.org/10.1145/1076034.1076062}, doi = {10.1145/1076034.1076062}, timestamp = {Sun, 25 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sigir/PuolamakiSSSK05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/SaviaPSK05, author = {Eerika Savia and Kai Puolam{\"{a}}ki and Janne Sinkkonen and Samuel Kaski}, title = {Two-Way Latent Grouping Model for User Preference Prediction}, booktitle = {{UAI} '05, Proceedings of the 21st Conference in Uncertainty in Artificial Intelligence, Edinburgh, Scotland, July 26-29, 2005}, pages = {518--524}, publisher = {{AUAI} Press}, year = {2005}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=1196\&\#38;proceeding\_id=21}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/SaviaPSK05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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