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Miroslav Kubat Vis

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*2009
50EEKasun Wickramaratna, Miroslav Kubat, Kamal Premaratne: Predicting Missing Items in Shopping Carts. IEEE Trans. Knowl. Data Eng. 21(7): 985-998 (2009)
2008
49EES. P. Subasingha, J. Zhang, Kamal Premaratne, Mei-Ling Shyu, Miroslav Kubat, K. K. Rohitha Hewawasam: Using Association Rules for Classification from Databases Having Class Label Ambiguities: A Belief Theoretic Method. Data Mining: Foundations and Practice 2008: 539-562
48EEKanoksri Sarinnapakorn, Miroslav Kubat: Induction from Multi-Label Examples in Information Retrieval Systems: a Case Study. Applied Artificial Intelligence 22(5): 407-432 (2008)
47EEKasun Wickramaratna, Miroslav Kubat, Peter Minnett: Discovering numeric laws, a case study: CO_2 fugacity in the ocean. Intell. Data Anal. 12(4): 379-391 (2008)
46EEHans Holland, Miroslav Kubat, Jan Zizka: Handling Ambiguous Values in Instance-Based Classifiers. International Journal on Artificial Intelligence Tools 17(3): 449-463 (2008)
2007
45 Hans Holland, Miroslav Kubat, Jan Zizka: Instance-Based Classifiers Dealing with Ambiguous Attributes and Class Labels. FLAIRS Conference 2007: 598-603
44 Kasun Wickramaratna, Miroslav Kubat, Peter Minnett: Automated Search for the Quantitative Laws Affecting CO2 Fugacity in Sea Water. FLAIRS Conference 2007: 638-
43 Kanoksri Sarinnapakorn, Miroslav Kubat: Induction from Multi-Label Training Examples in Text Categorization: Combining Subclassifiers (a Case Study). IC-AI 2007: 351-357
42EEKanoksri 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)
41EEWadee S. Alhalabi, Miroslav Kubat, Moiez A. Tapia: A Tool to Personalize the Ranking of the Documents Returned by an Internet Search Engine. JCIT 2(3): 6-10 (2007)
40EEWadee S. Alhalabi, Miroslav Kubat, Moiez A. Tapia: Search engine ranking efficiency evaluation tool. SIGCSE Bulletin 39(2): 97-101 (2007)
2006
39EEYu Li, Miroslav Kubat: Searching for high-support itemsets in itemset trees. Intell. Data Anal. 10(2): 105-120 (2006)
2005
38EEXiaoyuan Su, Miroslav Kubat, Moiez A. Tapia, Chao Hu: Query Size Estimation Using Clustering Techniques. ICTAI 2005: 185-189
37EEAntonin Rozsypal, Miroslav Kubat: Association mining in time-varying domains. Intell. Data Anal. 9(3): 273-288 (2005)
2004
36EEMiroslav Kubat: Induction in Time-Varying Domains: Motivation, Origins, and Encouragements. ECBS 2004: 316-322
35EEMiroslav Kubat, Joao Gama, Paul E. Utgoff: Incremental learning and concept drift: Editor's introduction. Intell. Data Anal. 8(3): 211-212 (2004)
2003
34 Antonin Rozsypal, Miroslav Kubat: Association Mining in Gradually Changing Domains. FLAIRS Conference 2003: 366-370
33EEMiroslav 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)
32EEAntonin Rozsypal, Miroslav Kubat: Selecting representative examples and attributes by a genetic algorithm. Intell. Data Anal. 7(4): 291-304 (2003)
2002
31 Ronnie Fanguy, Miroslav Kubat: Modifying Upstart for Use in Multiclass Numerical Domains. FLAIRS Conference 2002: 339-343
2001
30 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
29 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)
28EEMiroslav Kubat, Martin Cooperson Jr.: A reduction technique for nearest-neighbor classification: Small groups of examples. Intell. Data Anal. 5(6): 463-476 (2001)
2000
27 Miroslav Kubat, Martin Cooperson Jr.: Voting Nearest-Neighbor Subclassifiers. ICML 2000: 503-510
26EEMiroslav Kubat, Jan Zizka: Learning Middle Game Patterns in Chess: A Case Study. IEA/AIE 2000: 426-432
25EERyan Benton, Miroslav Kubat, Rasiah Loganantharaj: Meta-classifiers and Selective Superiority. IEA/AIE 2000: 434-442
24 Miroslav Kubat: Recycling Decision Trees in Numeric Domains. Informatica (Slovenia) 24(2): (2000)
1999
23 Miroslav Kubat, Martin Cooperson Jr.: Initializing RBF-Networks with Small Subsets of Training Examples. AAAI/IAAI 1999: 188-193
1998
22 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)
21 Gerhard Widmer, Miroslav Kubat: Guest Editors' Introduction. Machine Learning 32(2): 83-84 (1998)
1997
20EEMiroslav Kubat, Robert C. Holte, Stan Matwin: Learning When Negative Examples Abound. ECML 1997: 146-153
19 Miroslav Kubat, Stan Matwin: Addressing the Curse of Imbalanced Training Sets: One-Sided Selection. ICML 1997: 179-186
1996
18 Miroslav Kubat: Second Tier for Decision Trees. ICML 1996: 293-301
17 Gerhard Widmer, Miroslav Kubat: Learning in the Presence of Concept Drift and Hidden Contexts. Machine Learning 23(1): 69-101 (1996)
1995
16EEMiroslav Kubat, Doris Flotzinger: Pruning Multivariate Decision Trees by Hyperplane Merging. ECML 1995: 190-199
15EEIrena Ivanova, Miroslav Kubat: Decision-Tree Based Neural Network (Extended Abstract). ECML 1995: 295-298
14EEMiroslav Kubat, Gerhard Widmer: Adapting to Drift in Continuous Domains (Extended Abstract). ECML 1995: 307-310
13EEIrena Ivanova, Miroslav Kubat: Initialization of neural networks by means of decision trees. Knowl.-Based Syst. 8(6): 333-344 (1995)
1994
12 Libor Spacek, Miroslav Kubat, Doris Flotzinger: Face recognition through learning boundary characteristics. Applied Artificial Intelligence 8(1): 149-164 (1994)
11 Miroslav Kubat, Simon Parsons: Approximating Knowledge in a Multi-Agent System. Informatica (Slovenia) 18(2): (1994)
1993
10EEGerhard Widmer, Miroslav Kubat: Effective Learning in Dynamic Environments by Explicit Context Tracking. ECML 1993: 227-243
9EEMiroslav Kubat, Doris Flotzinger, Gert Pfurtscheller: Discovering Patterns in EEG-Signals: Comparative Study of a Few Methods. ECML 1993: 366-371
8EEMiroslav Kubat: Flexible concept learning in real-time systems. Journal of Intelligent and Robotic Systems 8(2): 155-171 (1993)
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)
3EEIvana Krizakova, Miroslav Kubat: FAVORIT: Concept formation with ageing of knowledge. Pattern Recognition Letters 13(1): 19-25 (1992)
1991
2EEMiroslav Kubat, Jirina Pavlickova: The System FLORA: Learning from Type-Varying Training Sets. EWSL 1991: 234
1989
1EEMiroslav Kubat: Floating approximation in time-varying knowledge bases. Pattern Recognition Letters 10(4): 223-227 (1989)

Coauthor Index

1David W. Aha [29]
2Wadee S. Alhalabi [40] [41]
3Ryan Benton [25]
4Claudio Bettini [29]
5William P. Birmingham [29]
6Kurt D. Bollacker [29]
7Wei Kian Chen [33]
8Martin Cooperson Jr. [23] [27] [28]
9Jörg Denzinger [29]
10Ronnie Fanguy [31]
11Timothy W. Finin (Tim Finin) [29]
12Doris Flotzinger [9] [12] [16]
13João Gama (Joao Gama) [35]
14Lise Getoor [29]
15Yolanda Gil [29]
16Carla P. Gomes [29]
17Benjamin N. Grosof [29]
18Aladdin Hafez [33]
19K. K. Rohitha Hewawasam [49]
20Hans Holland [45] [46]
21Robert C. Holte (Robert Holte) [20] [22] [29]
22Holger H. Hoos (Holger Hoos) [29]
23Chao Hu [38]
24Irena Ivanova [13] [15]
25Nathalie Japkowicz [29]
26Ivana Krizakova [3] [5]
27Jayakrishna R. Lekkala [33]
28Yves Lespérance [29]
29Yu Li [39]
30Rasiah Loganantharaj (Raja Loganantharaj) [25]
31Stan Matwin [19] [20] [22]
32Peter Minnett [44] [47]
33Tom M. Mitchell [29]
34Angelo Montanari [29]
35Karen L. Myers [29]
36Alexander Nareyek [29]
37Simon Parsons [11]
38Jirina Pavlickova [2]
39Gert Pfurtscheller [9]
40Kamal Premaratne [49] [50]
41Vijay V. Raghavan (Vijay Raghavan) [33]
42Antonin Rozsypal [30] [32] [34] [37]
43Kanoksri Sarinnapakorn [42] [43] [48]
44Alan C. Schultz [29]
45Mei-Ling Shyu [49]
46Libor Spacek [12]
47Xiaoyuan Su [38]
48S. P. Subasingha [49]
49Moiez A. Tapia [38] [40] [41]
50Paul E. Utgoff [35]
51Gerd Wagner [29]
52J. Paul Walser [29]
53Kasun Wickramaratna [44] [47] [50]
54Gerhard Widmer [6] [10] [14] [17] [21]
55J. Zhang [49]
56Jan Zizka [26] [45] [46]

Colors in the list of coauthors

Copyright © Tue Nov 3 08:52:44 2009 by Michael Ley (ley@uni-trier.de)