Miroslav Kubat

2007
42		Hans Holland, Miroslav Kubat, Jan Zizka: Instance-Based Classifiers Dealing with Ambiguous Attributes and Class Labels. FLAIRS Conference 2007: 598-603
41		Kasun Wickramaratna, Miroslav Kubat, Peter Minnett: Automated Search for the Quantitative Laws Affecting CO2 Fugacity in Sea Water. FLAIRS Conference 2007: 638-
40		Kanoksri Sarinnapakorn, Miroslav Kubat: Induction from Multi-Label Training Examples in Text Categorization: Combining Subclassifiers (a Case Study). IC-AI 2007: 351-357
39	EE	Kanoksri Sarinnapakorn, Miroslav Kubat: Combining Subclassifiers in Text Categorization: A DST-Based Solution and a Case Study. IEEE Trans. Knowl. Data Eng. 19(12): 1638-1651 (2007)
2006
38	EE	Yu Li, Miroslav Kubat: Searching for high-support itemsets in itemset trees. Intell. Data Anal. 10(2): 105-120 (2006)
2005
37	EE	Xiaoyuan Su, Miroslav Kubat, Moiez A. Tapia, Chao Hu: Query Size Estimation Using Clustering Techniques. ICTAI 2005: 185-189
36	EE	Antonin Rozsypal, Miroslav Kubat: Association mining in time-varying domains. Intell. Data Anal. 9(3): 273-288 (2005)
2004
35	EE	Miroslav Kubat: Induction in Time-Varying Domains: Motivation, Origins, and Encouragements. ECBS 2004: 316-322
34	EE	Miroslav Kubat, Joao Gama, Paul E. Utgoff: Incremental learning and concept drift: Editor's introduction. Intell. Data Anal. 8(3): 211-212 (2004)
2003
33		Antonin Rozsypal, Miroslav Kubat: Association Mining in Gradually Changing Domains. FLAIRS Conference 2003: 366-370
32	EE	Miroslav Kubat, Aladdin Hafez, Vijay V. Raghavan, Jayakrishna R. Lekkala, Wei Kian Chen: Itemset Trees for Targeted Association Querying. IEEE Trans. Knowl. Data Eng. 15(6): 1522-1534 (2003)
31	EE	Antonin Rozsypal, Miroslav Kubat: Selecting representative examples and attributes by a genetic algorithm. Intell. Data Anal. 7(4): 291-304 (2003)
2002
30		Ronnie Fanguy, Miroslav Kubat: Modifying Upstart for Use in Multiclass Numerical Domains. FLAIRS Conference 2002: 339-343
2001
29		Antonin Rozsypal, Miroslav Kubat: Using the Genetic Algorithm to Reduce the Size of a Nearest-Neighbor Classifier and to Select Relevant Attributes. ICML 2001: 449-456
28		Yves Lespérance, Gerd Wagner, William P. Birmingham, Kurt D. Bollacker, Alexander Nareyek, J. Paul Walser, David W. Aha, Timothy W. Finin, Benjamin N. Grosof, Nathalie Japkowicz, Robert Holte, Lise Getoor, Carla P. Gomes, Holger H. Hoos, Alan C. Schultz, Miroslav Kubat, Tom M. Mitchell, Jörg Denzinger, Yolanda Gil, Karen L. Myers, Claudio Bettini, Angelo Montanari: AAAI 2000 Workshop Reports. AI Magazine 22(1): 127-136 (2001)
27	EE	Miroslav Kubat, Martin Cooperson Jr.: A reduction technique for nearest-neighbor classification: Small groups of examples. Intell. Data Anal. 5(6): 463-476 (2001)
2000
26		Miroslav Kubat, Martin Cooperson Jr.: Voting Nearest-Neighbor Subclassifiers. ICML 2000: 503-510
25	EE	Miroslav Kubat, Jan Zizka: Learning Middle Game Patterns in Chess: A Case Study. IEA/AIE 2000: 426-432
24	EE	Ryan Benton, Miroslav Kubat, Rasiah Loganantharaj: Meta-classifiers and Selective Superiority. IEA/AIE 2000: 434-442
23		Miroslav Kubat: Recycling Decision Trees in Numeric Domains. Informatica (Slovenia) 24(2): (2000)
1999
22		Miroslav Kubat, Martin Cooperson Jr.: Initializing RBF-Networks with Small Subsets of Training Examples. AAAI/IAAI 1999: 188-193
1998
21		Miroslav Kubat, Robert C. Holte, Stan Matwin: Machine Learning for the Detection of Oil Spills in Satellite Radar Images. Machine Learning 30(2-3): 195-215 (1998)
20		Gerhard Widmer, Miroslav Kubat: Guest Editors' Introduction. Machine Learning 32(2): 83-84 (1998)
1997
19		Miroslav Kubat, Robert C. Holte, Stan Matwin: Learning When Negative Examples Abound. ECML 1997: 146-153
18		Miroslav Kubat, Stan Matwin: Addressing the Curse of Imbalanced Training Sets: One-Sided Selection. ICML 1997: 179-186
1996
17		Miroslav Kubat: Second Tier for Decision Trees. ICML 1996: 293-301
16		Gerhard Widmer, Miroslav Kubat: Learning in the Presence of Concept Drift and Hidden Contexts. Machine Learning 23(1): 69-101 (1996)
1995
15		Miroslav Kubat, Doris Flotzinger: Pruning Multivariate Decision Trees by Hyperplane Merging. ECML 1995: 190-199
14		Irena Ivanova, Miroslav Kubat: Decision-Tree Based Neural Network (Extended Abstract). ECML 1995: 295-298
13		Miroslav Kubat, Gerhard Widmer: Adapting to Drift in Continuous Domains (Extended Abstract). ECML 1995: 307-310
12	EE	Irena Ivanova, Miroslav Kubat: Initialization of neural networks by means of decision trees. Knowl.-Based Syst. 8(6): 333-344 (1995)
1994
11		Libor Spacek, Miroslav Kubat, Doris Flotzinger: Face recognition through learning boundary characteristics. Applied Artificial Intelligence 8(1): 149-164 (1994)
10		Miroslav Kubat, Simon Parsons: Approximating Knowledge in a Multi-Agent System. Informatica (Slovenia) 18(2): (1994)
1993
9		Gerhard Widmer, Miroslav Kubat: Effective Learning in Dynamic Environments by Explicit Context Tracking. ECML 1993: 227-243
8		Miroslav Kubat, Doris Flotzinger, Gert Pfurtscheller: Discovering Patterns in EEG-Signals: Comparative Study of a Few Methods. ECML 1993: 366-371
1992
7		Miroslav Kubat: Introduction to Machine Learning. Advanced Topics in Artificial Intelligence 1992: 104-138
6		Gerhard Widmer, Miroslav Kubat: Learning Flexible Concepts from Streams of Examples: FLORA 2. ECAI 1992: 463-467
5		Miroslav Kubat, Ivana Krizakova: Forgetting and aging of knowledge in concept formation. Applied Artificial Intelligence 6(2): 195-206 (1992)
4		Miroslav Kubat: Conceptual Inductive Learning: The Case of Unreliable Teachers. Artif. Intell. 52(2): 169-182 (1992)
3	EE	Ivana Krizakova, Miroslav Kubat: FAVORIT: Concept formation with ageing of knowledge. Pattern Recognition Letters 13(1): 19-25 (1992)
1991
2		Miroslav Kubat, Jirina Pavlickova: The System FLORA: Learning from Type-Varying Training Sets. EWSL 1991: 234
1989
1	EE	Miroslav Kubat: Floating approximation in time-varying knowledge bases. Pattern Recognition Letters 10(4): 223-227 (1989)

Coauthor Index

1	David W. Aha	[28]
2	Ryan Benton	[24]
3	Claudio Bettini	[28]
4	William P. Birmingham	[28]
5	Kurt D. Bollacker	[28]
6	Wei Kian Chen	[32]
7	Martin Cooperson Jr.	[22] [26] [27]
8	Jörg Denzinger	[28]
9	Ronnie Fanguy	[30]
10	Timothy W. Finin (Tim Finin)	[28]
11	Doris Flotzinger	[8] [11] [15]
12	João Gama (Joao Gama)	[34]
13	Lise Getoor	[28]
14	Yolanda Gil	[28]
15	Carla P. Gomes	[28]
16	Benjamin N. Grosof	[28]
17	Aladdin Hafez	[32]
18	Hans Holland	[42]
19	Robert C. Holte (Robert Holte)	[19] [21] [28]
20	Holger H. Hoos (Holger Hoos)	[28]
21	Chao Hu	[37]
22	Irena Ivanova	[12] [14]
23	Nathalie Japkowicz	[28]
24	Ivana Krizakova	[3] [5]
25	Jayakrishna R. Lekkala	[32]
26	Yves Lespérance	[28]
27	Yu Li	[38]
28	Rasiah Loganantharaj (Raja Loganantharaj)	[24]
29	Stan Matwin	[18] [19] [21]
30	Peter Minnett	[41]
31	Tom M. Mitchell	[28]
32	Angelo Montanari	[28]
33	Karen L. Myers	[28]
34	Alexander Nareyek	[28]
35	Simon Parsons	[10]
36	Jirina Pavlickova	[2]
37	Gert Pfurtscheller	[8]
38	Vijay V. Raghavan (Vijay Raghavan)	[32]
39	Antonin Rozsypal	[29] [31] [33] [36]
40	Kanoksri Sarinnapakorn	[39] [40]
41	Alan C. Schultz	[28]
42	Libor Spacek	[11]
43	Xiaoyuan Su	[37]
44	Moiez A. Tapia	[37]
45	Paul E. Utgoff	[34]
46	Gerd Wagner	[28]
47	J. Paul Walser	[28]
48	Kasun Wickramaratna	[41]
49	Gerhard Widmer	[6] [9] [13] [16] [20]
50	Jan Zizka	[25] [42]

Colors in the list of coauthors