Kubat, Miroslav

14 publications

ICML 2001 Using the Genetic Algorithm to Reduce the Size of a Nearest-Neighbor Classifier and to Select Relevant Attributes Antonin Rozsypal, Miroslav Kubat

ICML 2000 Voting Nearest-Neighbor Subclassifiers Miroslav Kubat, Martin Cooperson Jr.

AAAI 1999 Initializing RBF-Networks with Small Subsets of Training Examples Miroslav Kubat, Martin Cooperson Jr.

MLJ 1998 Guest Editors' Introduction Gerhard Widmer, Miroslav Kubat

MLJ 1998 Machine Learning for the Detection of Oil Spills in Satellite Radar Images Miroslav Kubat, Robert C. Holte, Stan Matwin

ICML 1997 Addressing the Curse of Imbalanced Training Sets: One-Sided Selection Miroslav Kubat, Stan Matwin

ECML-PKDD 1997 Learning When Negative Examples Abound Miroslav Kubat, Robert C. Holte, Stan Matwin

MLJ 1996 Learning in the Presence of Concept Drift and Hidden Contexts Gerhard Widmer, Miroslav Kubat

ICML 1996 Second Tier for Decision Trees Miroslav Kubat

ECML-PKDD 1995 Adapting to Drift in Continuous Domains (Extended Abstract) Miroslav Kubat, Gerhard Widmer

ECML-PKDD 1995 Decision-Tree Based Neural Network (Extended Abstract) Irena Ivanova, Miroslav Kubat

ECML-PKDD 1995 Pruning Multivariate Decision Trees by Hyperplane Merging Miroslav Kubat, Doris Flotzinger

ECML-PKDD 1993 Discovering Patterns in EEG-Signals: Comparative Study of a Few Methods Miroslav Kubat, Doris Flotzinger, Gert Pfurtscheller

ECML-PKDD 1993 Effective Learning in Dynamic Environments by Explicit Context Tracking Gerhard Widmer, Miroslav Kubat