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'''[[Main Page|Home]] * [[People]] * Miroslav Kubat'''
[[FILE:mroslavkubat.jpg|border|right|thumb|240px|link=http://www.coe.miami.edu/faculty-directory/name/miroslav-kubat/| Miroslav Kubat <ref>[http://www.coe.miami.edu/faculty-directory/name/miroslav-kubat/ Miroslav Kubat | People Directory | UM COE]</ref> ]]
'''Miroslav Kubat''',<br/>
a Czech American computer scientist and associate professor at Department of Electrical and Computer Engineering, [https://en.wikipedia.org/wiki/University_of_Miami University of Miami] and before, ssociate professor in CS at [https://en.wikipedia.org/wiki/University_of_Louisiana_at_Lafayette University of Louisiana at Lafayette]. His research focuses on [[Learning|machine learning]], [[Neural Networks|neural networks]], and [[Pattern Recognition|pattern recognition]].
Prior to coming to the [https://en.wikipedia.org/wiki/United_States U.S], he held positions in [https://en.wikipedia.org/wiki/Austria Austria], [https://en.wikipedia.org/wiki/Canada Canada], and the [https://en.wikipedia.org/wiki/Czech_Republic Czech Republic] <ref>[http://www.ijcai.org/past/ijcai-01/tutorial_program.htm#SA3 IJCAI tutorial program for 2001 - Neural Networks for Pattern Recognition: The Impact of Architecture] by [[Miroslav Kubat]]</ref>.
=Selected Publications=
<ref>[https://dblp.uni-trier.de/pers/hd/k/Kubat:Miroslav dblp: Miroslav Kubat]</ref>
==1990 ...==
* [[Miroslav Kubat]] ('''1992'''). ''Introduction to Machine Learning''. [https://dblp.uni-trier.de/db/conf/ac/ai1992.html Advanced Topics in Artificial Intelligence 1992]
* [[Miroslav Kubat]] ('''1996'''). ''[https://www.semanticscholar.org/paper/Second-Tier-for-Decision-Trees-Kubat/b6197c531b1c83dfaa52563449f9b8248cc68c5a Second Tier for Decision Trees]''. [http://dblp.uni-trier.de/db/conf/icml/icml1996.html#Kubat96 ICML 1996]
* [[Ryszard Michalski]], [[Ivan Bratko]], [[Miroslav Kubat]] (eds.) ('''1998'''). ''[https://www.wiley.com/en-gb/Machine+Learning+and+Data+Mining%3A+Methods+and+Applications-p-9780471971993 Machine Learning and Data Mining: Methods and Applications]''. [https://en.wikipedia.org/wiki/John_Wiley_%26_Sons John Wiley & Sons]
: [[Miroslav Kubat]], [[Ivan Bratko]], [[Ryszard Michalski]] ('''1998'''). ''A Review of Machine Learning Methods''. [http://lacam.di.uniba.it/people/courses/IA/IA1213/IA/letture/MLReview.pdf pdf]
==2000 ...==
* [[Miroslav Kubat]], [[Jan Žižka]] ('''2000'''). ''[http://link.springer.com/chapter/10.1007%2F3-540-45049-1_52 Learning Middle Game Patterns in Chess: A Case Study]''. [https://en.wikipedia.org/wiki/Lecture_Notes_in_Computer_Science Lecture Notes in Computer Science], Vol. 1821, [https://de.wikipedia.org/wiki/Springer_Science%2BBusiness_Media Springer]
* [[Miroslav Kubat]] ('''2000'''). ''[http://journals.cambridge.org/action/displayAbstract?fromPage=online&aid=58577 Designing neural network architectures for pattern recognition]''. [http://dblp2.uni-trier.de/db/journals/ker/ker15.html The Knowledge Engineering Review, Vol. 15], No. 2
* [[Johannes Fürnkranz]], [[Miroslav Kubat]] (eds.) ('''2001'''). ''[http://www.novapublishers.org/catalog/product_info.php?products_id=720 Machines that Learn to Play Games]''. Advances in Computation: Theory and Practice, Vol. 8,. [https://en.wikipedia.org/wiki/Nova_Publishers NOVA Science Publishers]
==2010 ...==
* [https://dblp.uni-trier.de/pers/hd/q/Quirino:Thiago Thiago Quirino], [[Miroslav Kubat]], [https://dblp.uni-trier.de/pers/hd/b/Bryan:Nicholas_J= Nicholas J. Bryan] ('''2010'''). ''[https://www.computer.org/csdl/trans/tk/2010/12/ttk2010121724.html Instinct-Based Mating in Genetic Algorithms Applied to the Tuning of 1-NN Classifiers]''. [IEEE#TKDE|IEEE Transactions on Knowledge and Data Engineering]
* [[Miroslav Kubat]] ('''2015'''). ''[https://www.springer.com/us/book/9783319348865#otherversion=9783319200095 An Introduction to Machine Learning]''. [https://en.wikipedia.org/wiki/Springer_Science%2BBusiness_Media Springer]
* [[Miroslav Kubat]] ('''2017'''). ''[https://www.springer.com/gp/book/9783319639123 An Introduction to Machine Learning]''. Second Edition, [https://en.wikipedia.org/wiki/Springer_Science%2BBusiness_Media Springer]
* [https://dblp.uni-trier.de/pers/hd/d/Dhrif:Hassen Hassen Dhrif], [https://dblp.uni-trier.de/pers/hd/g/Giraldo:Luis_G=_S=eacute=nchez Luis G. Sanchez Giraldo], [[Miroslav Kubat]], [https://www.wuchtylab.org/ Stefan Wuchty] ('''2019'''). ''A Stable Combinatorial Particle Swarm Optimization for Scalable Feature Selection in Gene Expression Data''. [https://arxiv.org/abs/1901.08619 arXiv:1901.08619]
=External Links=
* [http://www.coe.miami.edu/faculty-directory/name/miroslav-kubat/ Miroslav Kubat | People Directory | UM COE]
* [http://www.ijcai.org/past/ijcai-01/tutorial_program.htm#SA3 IJCAI tutorial program for 2001 - Neural Networks for Pattern Recognition: The Impact of Architecture] by [[Miroslav Kubat]]
* [http://www.ots.at/presseaussendung/OTS_20130612_OTS0255/vortrag-profdr-miroslav-kubat-multi-label-hierarchical-classification VORTRAG: Prof.Dr. Miroslav Kubat "MULTI-LABEL HIERARCHICAL CLASSIFICATION" | Österreichische Studiengesellschaft für Kybernetik, 12.06.2013]
=References=
<references />
'''[[People|Up one level]]'''
[[FILE:mroslavkubat.jpg|border|right|thumb|240px|link=http://www.coe.miami.edu/faculty-directory/name/miroslav-kubat/| Miroslav Kubat <ref>[http://www.coe.miami.edu/faculty-directory/name/miroslav-kubat/ Miroslav Kubat | People Directory | UM COE]</ref> ]]
'''Miroslav Kubat''',<br/>
a Czech American computer scientist and associate professor at Department of Electrical and Computer Engineering, [https://en.wikipedia.org/wiki/University_of_Miami University of Miami] and before, ssociate professor in CS at [https://en.wikipedia.org/wiki/University_of_Louisiana_at_Lafayette University of Louisiana at Lafayette]. His research focuses on [[Learning|machine learning]], [[Neural Networks|neural networks]], and [[Pattern Recognition|pattern recognition]].
Prior to coming to the [https://en.wikipedia.org/wiki/United_States U.S], he held positions in [https://en.wikipedia.org/wiki/Austria Austria], [https://en.wikipedia.org/wiki/Canada Canada], and the [https://en.wikipedia.org/wiki/Czech_Republic Czech Republic] <ref>[http://www.ijcai.org/past/ijcai-01/tutorial_program.htm#SA3 IJCAI tutorial program for 2001 - Neural Networks for Pattern Recognition: The Impact of Architecture] by [[Miroslav Kubat]]</ref>.
=Selected Publications=
<ref>[https://dblp.uni-trier.de/pers/hd/k/Kubat:Miroslav dblp: Miroslav Kubat]</ref>
==1990 ...==
* [[Miroslav Kubat]] ('''1992'''). ''Introduction to Machine Learning''. [https://dblp.uni-trier.de/db/conf/ac/ai1992.html Advanced Topics in Artificial Intelligence 1992]
* [[Miroslav Kubat]] ('''1996'''). ''[https://www.semanticscholar.org/paper/Second-Tier-for-Decision-Trees-Kubat/b6197c531b1c83dfaa52563449f9b8248cc68c5a Second Tier for Decision Trees]''. [http://dblp.uni-trier.de/db/conf/icml/icml1996.html#Kubat96 ICML 1996]
* [[Ryszard Michalski]], [[Ivan Bratko]], [[Miroslav Kubat]] (eds.) ('''1998'''). ''[https://www.wiley.com/en-gb/Machine+Learning+and+Data+Mining%3A+Methods+and+Applications-p-9780471971993 Machine Learning and Data Mining: Methods and Applications]''. [https://en.wikipedia.org/wiki/John_Wiley_%26_Sons John Wiley & Sons]
: [[Miroslav Kubat]], [[Ivan Bratko]], [[Ryszard Michalski]] ('''1998'''). ''A Review of Machine Learning Methods''. [http://lacam.di.uniba.it/people/courses/IA/IA1213/IA/letture/MLReview.pdf pdf]
==2000 ...==
* [[Miroslav Kubat]], [[Jan Žižka]] ('''2000'''). ''[http://link.springer.com/chapter/10.1007%2F3-540-45049-1_52 Learning Middle Game Patterns in Chess: A Case Study]''. [https://en.wikipedia.org/wiki/Lecture_Notes_in_Computer_Science Lecture Notes in Computer Science], Vol. 1821, [https://de.wikipedia.org/wiki/Springer_Science%2BBusiness_Media Springer]
* [[Miroslav Kubat]] ('''2000'''). ''[http://journals.cambridge.org/action/displayAbstract?fromPage=online&aid=58577 Designing neural network architectures for pattern recognition]''. [http://dblp2.uni-trier.de/db/journals/ker/ker15.html The Knowledge Engineering Review, Vol. 15], No. 2
* [[Johannes Fürnkranz]], [[Miroslav Kubat]] (eds.) ('''2001'''). ''[http://www.novapublishers.org/catalog/product_info.php?products_id=720 Machines that Learn to Play Games]''. Advances in Computation: Theory and Practice, Vol. 8,. [https://en.wikipedia.org/wiki/Nova_Publishers NOVA Science Publishers]
==2010 ...==
* [https://dblp.uni-trier.de/pers/hd/q/Quirino:Thiago Thiago Quirino], [[Miroslav Kubat]], [https://dblp.uni-trier.de/pers/hd/b/Bryan:Nicholas_J= Nicholas J. Bryan] ('''2010'''). ''[https://www.computer.org/csdl/trans/tk/2010/12/ttk2010121724.html Instinct-Based Mating in Genetic Algorithms Applied to the Tuning of 1-NN Classifiers]''. [IEEE#TKDE|IEEE Transactions on Knowledge and Data Engineering]
* [[Miroslav Kubat]] ('''2015'''). ''[https://www.springer.com/us/book/9783319348865#otherversion=9783319200095 An Introduction to Machine Learning]''. [https://en.wikipedia.org/wiki/Springer_Science%2BBusiness_Media Springer]
* [[Miroslav Kubat]] ('''2017'''). ''[https://www.springer.com/gp/book/9783319639123 An Introduction to Machine Learning]''. Second Edition, [https://en.wikipedia.org/wiki/Springer_Science%2BBusiness_Media Springer]
* [https://dblp.uni-trier.de/pers/hd/d/Dhrif:Hassen Hassen Dhrif], [https://dblp.uni-trier.de/pers/hd/g/Giraldo:Luis_G=_S=eacute=nchez Luis G. Sanchez Giraldo], [[Miroslav Kubat]], [https://www.wuchtylab.org/ Stefan Wuchty] ('''2019'''). ''A Stable Combinatorial Particle Swarm Optimization for Scalable Feature Selection in Gene Expression Data''. [https://arxiv.org/abs/1901.08619 arXiv:1901.08619]
=External Links=
* [http://www.coe.miami.edu/faculty-directory/name/miroslav-kubat/ Miroslav Kubat | People Directory | UM COE]
* [http://www.ijcai.org/past/ijcai-01/tutorial_program.htm#SA3 IJCAI tutorial program for 2001 - Neural Networks for Pattern Recognition: The Impact of Architecture] by [[Miroslav Kubat]]
* [http://www.ots.at/presseaussendung/OTS_20130612_OTS0255/vortrag-profdr-miroslav-kubat-multi-label-hierarchical-classification VORTRAG: Prof.Dr. Miroslav Kubat "MULTI-LABEL HIERARCHICAL CLASSIFICATION" | Österreichische Studiengesellschaft für Kybernetik, 12.06.2013]
=References=
<references />
'''[[People|Up one level]]'''
