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Created page with "'''Home * People * Aritz Pérez''' FILE:aritzperez.JPG|border|right|thumb|link=https://web.archive.org/web/20120628115525/http://www.sc.ehu.es/ccwbayes/me..."
'''[[Main Page|Home]] * [[People]] * Aritz Pérez'''
[[FILE:aritzperez.JPG|border|right|thumb|link=https://web.archive.org/web/20120628115525/http://www.sc.ehu.es/ccwbayes/members/aritz/aritz.html| Aritz Pérez <ref>Image from [http://www.sc.ehu.es/ccwbayes/members/aritz/aritz_semiold.html Aritz Pérez - Home Page]</ref>
]]
'''Aritz Pérez Martínez''',<br/>
a Spanish computer scientist, researcher at the [https://en.wikipedia.org/wiki/University_of_the_Basque_Country University of the Basque Country] and member of its Intelligent Systems Group
<ref>[http://www.sc.ehu.es/ccwbayes/ Intelligent Systems Group]</ref>.
His research interests include [[Learning|machine learning]], [https://en.wikipedia.org/wiki/Graphical_model probabilistic graphical models], [https://en.wikipedia.org/wiki/Bayesian_network Bayesian networks], [https://en.wikipedia.org/wiki/Statistical_hypothesis_testing hypothesis testing] and [https://en.wikipedia.org/wiki/Bioinformatics bioinformatics]
<ref>[http://www.sc.ehu.es/ccwbayes/members/aritz/aritz_semiold.html Aritz Pérez - Home Page]</ref>.
=Selected Publications=
<ref>[https://dblp.uni-trier.de/pid/p/AritzPerezMartinez.html dblp: Aritz Pérez Martínez]</ref>
==2006 ...==
* [[Aritz Pérez]], [https://dblp.uni-trier.de/pid/04/5852.html Pedro Larrañaga], [https://dblp.uni-trier.de/pid/97/6861.html Iñaki Inza] ('''2006'''). ''[https://link.springer.com/chapter/10.1007/11893318_40 Information Theory and Classification Error in Probabilistic Classifiers]''. [https://dblp.uni-trier.de/db/conf/dis/dis2006.html#PaerezLI06 Discovery Science 2006]
* [[Matej Guid]], [[Aritz Pérez]], [[Ivan Bratko]] ('''2007'''). ''How trustworthy is Crafty's analysis of world chess champions''? [[CGW 2007]] » [[Crafty]]
* [[Matej Guid]], [[Aritz Pérez]], [[Ivan Bratko]] ('''2008'''). ''How trustworthy is Crafty's analysis of world chess champions''? [[ICGA Journal#31_3|ICGA Journal, Vol. 31, No. 3]], [https://ailab.si/matej/doc/How_Trustworthy_is_Craftys_Analysis.pdf pdf]
* [[Aritz Pérez]], [https://dblp.uni-trier.de/pid/04/5852.html Pedro Larrañaga], [https://dblp.uni-trier.de/pid/97/6861.html Iñaki Inza] ('''2009'''). ''[https://www.sciencedirect.com/science/article/pii/S0888613X08001400 Bayesian classifiers based on kernel density estimation: Flexible classifiers]''. [https://www.journals.elsevier.com/international-journal-of-approximate-reasoning International Journal of Approximate Reasoning], Vol. 50, No. 2
==2010 ...==
* [[Aritz Pérez]] ('''2010'''). ''Supervised classification in continuous domains with Bayesian networks''. Ph. D. thesis, [http://www.sc.ehu.es/ccwbayes/members/aritz/documentos/aritz.phd.dissertation.21Mayo2010.pdf pdf]
* [https://dblp.uni-trier.de/pid/180/5659.html Marco Capó], [[Aritz Pérez]], [https://dblp.uni-trier.de/pid/l/JoseAntonioLozano.html José Antonio Lozano] ('''2016'''). ''An efficient K-means algorithm for Massive Data''. [https://arxiv.org/abs/1605.02989 arXiv:1605.02989]
* [https://dblp.uni-trier.de/pid/180/5659.html Marco Capó], [[Aritz Pérez]], [https://dblp.uni-trier.de/pid/l/JoseAntonioLozano.html José Antonio Lozano] ('''2018'''). ''An efficient K -means clustering algorithm for massive data''. [https://arxiv.org/abs/1801.02949 arXiv:1801.02949]
* [https://dblp.uni-trier.de/pid/84/6071.html Santiago Mazuelas], [[Aritz Pérez]] ('''2019'''). ''General Supervision via Probabilistic Transformations''. [https://arxiv.org/abs/1901.08552 arXiv:1901.08552]
* [https://dblp.uni-trier.de/pid/84/6071.html Santiago Mazuelas], [https://dblp.uni-trier.de/pid/236/5976.html Andrea Zanoni], [[Aritz Pérez]] ('''2019'''). ''Supervised classification via minimax probabilistic transformations''. [https://arxiv.org/abs/1902.00693 arXiv:1902.00693]
==2020 ...==
* [https://dblp.uni-trier.de/pid/84/6071.html Santiago Mazuelas], [https://dblp.uni-trier.de/pid/92/3660.html Yuan Shen], [[Aritz Pérez]] ('''2020'''). ''Generalized Maximum Entropy for Supervised Classification''. [https://arxiv.org/abs/2007.05447 arXiv:2007.05447]
* [https://dblp.uni-trier.de/pid/84/6071.html Santiago Mazuelas], [https://dblp.uni-trier.de/pid/236/5976.html Andrea Zanoni], [[Aritz Pérez]] ('''2020'''). ''Minimax Classification with 0-1 Loss and Performance Guarantees''. [https://arxiv.org/abs/2010.07964 arXiv:2010.07964]
=External Links=
* [https://ratings.fide.com/profile/2265664 FIDE Profile - Perez Martinez, Aritz]
* [http://www.sc.ehu.es/ccwbayes/members/aritz/aritz_semiold.html Aritz Pérez - Home Page]
* [https://www.linkedin.com/in/aritz-pérez-martínez-31910688/ Aritz Pérez Martínez | LinkedIn]
=References=
<references />
'''[[People|Up one level]]'''
[[Category:Researcher|Pérez]]
[[FILE:aritzperez.JPG|border|right|thumb|link=https://web.archive.org/web/20120628115525/http://www.sc.ehu.es/ccwbayes/members/aritz/aritz.html| Aritz Pérez <ref>Image from [http://www.sc.ehu.es/ccwbayes/members/aritz/aritz_semiold.html Aritz Pérez - Home Page]</ref>
]]
'''Aritz Pérez Martínez''',<br/>
a Spanish computer scientist, researcher at the [https://en.wikipedia.org/wiki/University_of_the_Basque_Country University of the Basque Country] and member of its Intelligent Systems Group
<ref>[http://www.sc.ehu.es/ccwbayes/ Intelligent Systems Group]</ref>.
His research interests include [[Learning|machine learning]], [https://en.wikipedia.org/wiki/Graphical_model probabilistic graphical models], [https://en.wikipedia.org/wiki/Bayesian_network Bayesian networks], [https://en.wikipedia.org/wiki/Statistical_hypothesis_testing hypothesis testing] and [https://en.wikipedia.org/wiki/Bioinformatics bioinformatics]
<ref>[http://www.sc.ehu.es/ccwbayes/members/aritz/aritz_semiold.html Aritz Pérez - Home Page]</ref>.
=Selected Publications=
<ref>[https://dblp.uni-trier.de/pid/p/AritzPerezMartinez.html dblp: Aritz Pérez Martínez]</ref>
==2006 ...==
* [[Aritz Pérez]], [https://dblp.uni-trier.de/pid/04/5852.html Pedro Larrañaga], [https://dblp.uni-trier.de/pid/97/6861.html Iñaki Inza] ('''2006'''). ''[https://link.springer.com/chapter/10.1007/11893318_40 Information Theory and Classification Error in Probabilistic Classifiers]''. [https://dblp.uni-trier.de/db/conf/dis/dis2006.html#PaerezLI06 Discovery Science 2006]
* [[Matej Guid]], [[Aritz Pérez]], [[Ivan Bratko]] ('''2007'''). ''How trustworthy is Crafty's analysis of world chess champions''? [[CGW 2007]] » [[Crafty]]
* [[Matej Guid]], [[Aritz Pérez]], [[Ivan Bratko]] ('''2008'''). ''How trustworthy is Crafty's analysis of world chess champions''? [[ICGA Journal#31_3|ICGA Journal, Vol. 31, No. 3]], [https://ailab.si/matej/doc/How_Trustworthy_is_Craftys_Analysis.pdf pdf]
* [[Aritz Pérez]], [https://dblp.uni-trier.de/pid/04/5852.html Pedro Larrañaga], [https://dblp.uni-trier.de/pid/97/6861.html Iñaki Inza] ('''2009'''). ''[https://www.sciencedirect.com/science/article/pii/S0888613X08001400 Bayesian classifiers based on kernel density estimation: Flexible classifiers]''. [https://www.journals.elsevier.com/international-journal-of-approximate-reasoning International Journal of Approximate Reasoning], Vol. 50, No. 2
==2010 ...==
* [[Aritz Pérez]] ('''2010'''). ''Supervised classification in continuous domains with Bayesian networks''. Ph. D. thesis, [http://www.sc.ehu.es/ccwbayes/members/aritz/documentos/aritz.phd.dissertation.21Mayo2010.pdf pdf]
* [https://dblp.uni-trier.de/pid/180/5659.html Marco Capó], [[Aritz Pérez]], [https://dblp.uni-trier.de/pid/l/JoseAntonioLozano.html José Antonio Lozano] ('''2016'''). ''An efficient K-means algorithm for Massive Data''. [https://arxiv.org/abs/1605.02989 arXiv:1605.02989]
* [https://dblp.uni-trier.de/pid/180/5659.html Marco Capó], [[Aritz Pérez]], [https://dblp.uni-trier.de/pid/l/JoseAntonioLozano.html José Antonio Lozano] ('''2018'''). ''An efficient K -means clustering algorithm for massive data''. [https://arxiv.org/abs/1801.02949 arXiv:1801.02949]
* [https://dblp.uni-trier.de/pid/84/6071.html Santiago Mazuelas], [[Aritz Pérez]] ('''2019'''). ''General Supervision via Probabilistic Transformations''. [https://arxiv.org/abs/1901.08552 arXiv:1901.08552]
* [https://dblp.uni-trier.de/pid/84/6071.html Santiago Mazuelas], [https://dblp.uni-trier.de/pid/236/5976.html Andrea Zanoni], [[Aritz Pérez]] ('''2019'''). ''Supervised classification via minimax probabilistic transformations''. [https://arxiv.org/abs/1902.00693 arXiv:1902.00693]
==2020 ...==
* [https://dblp.uni-trier.de/pid/84/6071.html Santiago Mazuelas], [https://dblp.uni-trier.de/pid/92/3660.html Yuan Shen], [[Aritz Pérez]] ('''2020'''). ''Generalized Maximum Entropy for Supervised Classification''. [https://arxiv.org/abs/2007.05447 arXiv:2007.05447]
* [https://dblp.uni-trier.de/pid/84/6071.html Santiago Mazuelas], [https://dblp.uni-trier.de/pid/236/5976.html Andrea Zanoni], [[Aritz Pérez]] ('''2020'''). ''Minimax Classification with 0-1 Loss and Performance Guarantees''. [https://arxiv.org/abs/2010.07964 arXiv:2010.07964]
=External Links=
* [https://ratings.fide.com/profile/2265664 FIDE Profile - Perez Martinez, Aritz]
* [http://www.sc.ehu.es/ccwbayes/members/aritz/aritz_semiold.html Aritz Pérez - Home Page]
* [https://www.linkedin.com/in/aritz-pérez-martínez-31910688/ Aritz Pérez Martínez | LinkedIn]
=References=
<references />
'''[[People|Up one level]]'''
[[Category:Researcher|Pérez]]
