Miroslav Kubat
Home * People * Miroslav Kubat
Miroslav Kubat [1]
Miroslav Kubat,
a Czech American computer scientist and associate professor at Department of Electrical and Computer Engineering, University of Miami and before, ssociate professor in CS at University of Louisiana at Lafayette. His research focuses on machine learning, neural networks, and pattern recognition.
Prior to coming to the U.S, he held positions in Austria, Canada, and the Czech Republic [2].
Contents
Selected Publications
1990 ...
- Miroslav Kubat (1992). Introduction to Machine Learning. Advanced Topics in Artificial Intelligence 1992
- Miroslav Kubat (1996). Second Tier for Decision Trees. ICML 1996
- Miroslav Kubat, Robert Holte, Stan Matwin (1997). Learning When Negative Examples Abound. ECML 1997
- Miroslav Kubat, Robert Holte, Stan Matwin (1998). Machine Learning for the Detection of Oil Spills in Satellite Radar Images. Machine Learning, Vol. 30
- Ryszard Michalski, Ivan Bratko, Miroslav Kubat (eds.) (1998). Machine Learning and Data Mining: Methods and Applications. John Wiley & Sons
- Miroslav Kubat, Ivan Bratko, Ryszard Michalski (1998). A Review of Machine Learning Methods. pdf
2000 ...
- Miroslav Kubat, Jan Žižka (2000). Learning Middle Game Patterns in Chess: A Case Study. Lecture Notes in Computer Science, Vol. 1821, Springer
- Miroslav Kubat (2000). Designing neural network architectures for pattern recognition. The Knowledge Engineering Review, Vol. 15, No. 2
- Johannes Fürnkranz, Miroslav Kubat (eds.) (2001). Machines that Learn to Play Games. Advances in Computation: Theory and Practice, Vol. 8,. NOVA Science Publishers
2010 ...
- Thiago Quirino, Miroslav Kubat, Nicholas J. Bryan (2010). Instinct-Based Mating in Genetic Algorithms Applied to the Tuning of 1-NN Classifiers. IEEE Transactions on Knowledge and Data Engineering
- Miroslav Kubat (2015). An Introduction to Machine Learning. Springer
- Miroslav Kubat (2017). An Introduction to Machine Learning. Second Edition, Springer
- Hassen Dhrif, Luis G. Sanchez Giraldo, Miroslav Kubat, Stefan Wuchty (2019). A Stable Combinatorial Particle Swarm Optimization for Scalable Feature Selection in Gene Expression Data. arXiv:1901.08619
External Links
- Miroslav Kubat | People Directory | UM COE
- IJCAI tutorial program for 2001 - Neural Networks for Pattern Recognition: The Impact of Architecture by Miroslav Kubat
- VORTRAG: Prof.Dr. Miroslav Kubat "MULTI-LABEL HIERARCHICAL CLASSIFICATION" | Österreichische Studiengesellschaft für Kybernetik, 12.06.2013
