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ORCIDBibTeX 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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