| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Thanuka Wickramarathne, Kamal Premaratne, Miroslav Kubat, D. T. Jayaweera |
CoFiDS: A Belief-Theoretic Approach for Automated Collaborative Filtering.  |
IEEE Trans. Knowl. Data Eng.  |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Sareewan Dendamrongvit, Peerapon Vateekul, Miroslav Kubat |
Irrelevant attributes and imbalanced classes in multi-label text-categorization domains. |
Intell. Data Anal. |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Thiago Quirino, Miroslav Kubat, Nicholas J. Bryan |
Instinct-Based Mating in Genetic Algorithms Applied to the Tuning of 1-NN Classifiers. |
IEEE Trans. Knowl. Data Eng. |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Miroslav Kubat, Kanoksri Sarinnapakorn, Sareewan Dendamrongvit |
Induction in Multi-Label Text Classification Domains. |
Advances in Machine Learning II |
2010 |
DBLP DOI BibTeX RDF |
Classifier induction, multi-label examples, text classification, information fusion, Dempster-Shafer theory |
| 1 | Kasun Wickramaratna, Miroslav Kubat, Kamal Premaratne |
Predicting Missing Items in Shopping Carts. |
IEEE Trans. Knowl. Data Eng. |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Peerapon Vateekul, Miroslav Kubat |
Fast Induction of Multiple Decision Trees in Text Categorization from Large Scale, Imbalanced, and Multi-label Data. |
ICDM Workshops |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Sareewan Dendamrongvit, Miroslav Kubat |
Undersampling Approach for Imbalanced Training Sets and Induction from Multi-label Text-Categorization Domains. |
PAKDD Workshops |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Kasun Wickramaratna, Miroslav Kubat, Kamal Premaratne, Thanuka Wickramarathne |
Rule Mining and Missing-Value Prediction in the Presence of Data Ambiguities. |
FLAIRS Conference |
2009 |
DBLP BibTeX RDF |
|
| 1 | Hans Holland, Miroslav Kubat, Jan Zizka |
Handling Ambiguous Values in Instance-Based Classifiers. |
International Journal on Artificial Intelligence Tools |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Kanoksri Sarinnapakorn, Miroslav Kubat |
Induction from Multi-Label Examples in Information Retrieval Systems: a Case Study. |
Applied Artificial Intelligence |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Kasun Wickramaratna, Miroslav Kubat, Peter J. Minnett |
Discovering numeric laws, a case study: CO_2 fugacity in the ocean. |
Intell. Data Anal. |
2008 |
DBLP BibTeX RDF |
|
| 1 | S. 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 |
DBLP DOI BibTeX RDF |
|
| 1 | Kanoksri Sarinnapakorn, Miroslav Kubat |
Combining Subclassifiers in Text Categorization: A DST-Based Solution and a Case Study. |
IEEE Trans. Knowl. Data Eng. |
2007 |
DBLP DOI BibTeX RDF |
multi-label examples, Machine Learning, data fusion, text categorization, Dempster-Shafer Theory |
| 1 | Wadee S. Alhalabi, Miroslav Kubat, Moiez A. Tapia |
A Tool to Personalize the Ranking of the Documents Returned by an Internet Search Engine. |
JCIT |
2007 |
DBLP BibTeX RDF |
|
| 1 | Wadee S. Alhalabi, Miroslav Kubat, Moiez A. Tapia |
Search engine ranking efficiency evaluation tool. |
SIGCSE Bulletin |
2007 |
DBLP DOI BibTeX RDF |
performance evaluation, internet, search engines, ranking |
| 1 | Kanoksri Sarinnapakorn, Miroslav Kubat |
Induction from Multi-Label Training Examples in Text Categorization: Combining Subclassifiers (a Case Study). |
IC-AI |
2007 |
DBLP BibTeX RDF |
|
| 1 | Hans Holland, Miroslav Kubat, Jan Zizka |
Instance-Based Classifiers Dealing with Ambiguous Attributes and Class Labels. |
FLAIRS Conference |
2007 |
DBLP BibTeX RDF |
|
| 1 | Kasun Wickramaratna, Miroslav Kubat, Peter J. Minnett |
Automated Search for the Quantitative Laws Affecting CO2 Fugacity in Sea Water. |
FLAIRS Conference |
2007 |
DBLP BibTeX RDF |
|
| 1 | Yu Li, Miroslav Kubat |
Searching for high-support itemsets in itemset trees. |
Intell. Data Anal. |
2006 |
DBLP BibTeX RDF |
|
| 1 | Antonin Rozsypal, Miroslav Kubat |
Association mining in time-varying domains. |
Intell. Data Anal. |
2005 |
DBLP BibTeX RDF |
|
| 1 | Xiaoyuan Su, Miroslav Kubat, Moiez A. Tapia, Chao Hu |
Query Size Estimation Using Clustering Techniques. |
ICTAI |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Miroslav Kubat, Joao Gama, Paul E. Utgoff |
Incremental learning and concept drift: Editor's introduction. |
Intell. Data Anal. |
2004 |
DBLP BibTeX RDF |
|
| 1 | Miroslav Kubat |
Induction in Time-Varying Domains: Motivation, Origins, and Encouragements. |
ECBS |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Miroslav Kubat, Aladdin Hafez, Vijay V. Raghavan, Jayakrishna R. Lekkala, Wei Kian Chen |
Itemset Trees for Targeted Association Querying. |
IEEE Trans. Knowl. Data Eng. |
2003 |
DBLP DOI BibTeX RDF |
market baskets, Data mining, association mining |
| 1 | Antonin Rozsypal, Miroslav Kubat |
Selecting representative examples and attributes by a genetic algorithm. |
Intell. Data Anal. |
2003 |
DBLP BibTeX RDF |
|
| 1 | Antonin Rozsypal, Miroslav Kubat |
Association Mining in Gradually Changing Domains. |
FLAIRS Conference |
2003 |
DBLP BibTeX RDF |
|
| 1 | Ronnie Fanguy, Miroslav Kubat |
Modifying Upstart for Use in Multiclass Numerical Domains. |
FLAIRS Conference |
2002 |
DBLP BibTeX RDF |
|
| 1 | Miroslav Kubat, Martin Cooperson Jr. |
A reduction technique for nearest-neighbor classification: Small groups of examples. |
Intell. Data Anal. |
2001 |
DBLP BibTeX RDF |
|
| 1 | 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 |
2001 |
DBLP BibTeX RDF |
|
| 1 | Antonin Rozsypal, Miroslav Kubat |
Using the Genetic Algorithm to Reduce the Size of a Nearest-Neighbor Classifier and to Select Relevant Attributes. |
ICML |
2001 |
DBLP BibTeX RDF |
|
| 1 | Miroslav Kubat |
Recycling Decision Trees in Numeric Domains. |
Informatica (Slovenia) |
2000 |
DBLP BibTeX RDF |
|
| 1 | Ryan G. Benton, Miroslav Kubat, Rasiah Loganantharaj |
Meta-classifiers and Selective Superiority. |
IEA/AIE |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Miroslav Kubat, Jan Zizka |
Learning Middle Game Patterns in Chess: A Case Study. |
IEA/AIE |
2000 |
DBLP DOI BibTeX RDF |
pattern recognition, concept learning, computer chess |
| 1 | Miroslav Kubat, Martin Cooperson Jr. |
Voting Nearest-Neighbor Subclassifiers. |
ICML |
2000 |
DBLP BibTeX RDF |
|
| 1 | Miroslav Kubat, Martin Cooperson Jr. |
Initializing RBF-Networks with Small Subsets of Training Examples. |
AAAI/IAAI |
1999 |
DBLP BibTeX RDF |
|
| 1 | Gerhard Widmer, Miroslav Kubat |
Guest Editors' Introduction. |
Machine Learning |
1998 |
DBLP DOI BibTeX RDF |
|
| 1 | Miroslav Kubat, Robert C. Holte, Stan Matwin |
Machine Learning for the Detection of Oil Spills in Satellite Radar Images. |
Machine Learning |
1998 |
DBLP DOI BibTeX RDF |
|
| 1 | Miroslav Kubat, Robert C. Holte, Stan Matwin |
Learning When Negative Examples Abound. |
ECML |
1997 |
DBLP DOI BibTeX RDF |
|
| 1 | Miroslav Kubat, Stan Matwin |
Addressing the Curse of Imbalanced Training Sets: One-Sided Selection. |
ICML |
1997 |
DBLP BibTeX RDF |
|
| 1 | Gerhard Widmer, Miroslav Kubat |
Learning in the Presence of Concept Drift and Hidden Contexts. |
Machine Learning |
1996 |
DBLP DOI BibTeX RDF |
|
| 1 | Miroslav Kubat |
Second Tier for Decision Trees. |
ICML |
1996 |
DBLP BibTeX RDF |
|
| 1 | Simon Parsons, Miroslav Kubat, Mirko Dohnal |
A rough set approach to reasoning under uncertainty. |
J. Exp. Theor. Artif. Intell. |
1995 |
DBLP DOI BibTeX RDF |
|
| 1 | Irena Ivanova, Miroslav Kubat |
Initialization of neural networks by means of decision trees. |
Knowl.-Based Syst. |
1995 |
DBLP DOI BibTeX RDF |
|
| 1 | Miroslav Kubat, Gerhard Widmer |
Adapting to Drift in Continuous Domains (Extended Abstract). |
ECML |
1995 |
DBLP DOI BibTeX RDF |
|
| 1 | Irena Ivanova, Miroslav Kubat |
Decision-Tree Based Neural Network (Extended Abstract). |
ECML |
1995 |
DBLP DOI BibTeX RDF |
|
| 1 | Miroslav Kubat, Doris Flotzinger |
Pruning Multivariate Decision Trees by Hyperplane Merging. |
ECML |
1995 |
DBLP DOI BibTeX RDF |
|
| 1 | C. Andrew, Miroslav Kubat, Gert Pfurtscheller |
Trimming the inputs of RBF networks. |
ESANN |
1995 |
DBLP BibTeX RDF |
|
| 1 | Miroslav Kubat, Simon Parsons |
Approximating Knowledge in a Multi-Agent System. |
Informatica (Slovenia) |
1994 |
DBLP BibTeX RDF |
|
| 1 | Libor Spacek, Miroslav Kubat, Doris Flotzinger |
Face recognition through learning boundary characteristics. |
Applied Artificial Intelligence |
1994 |
DBLP DOI BibTeX RDF |
|
| 1 | Miroslav Kubat, Gert Pfurtscheller, Doris Flotzinger |
AI-based approach to automatic sleep classification. |
Biological Cybernetics |
1994 |
DBLP DOI BibTeX RDF |
|
| 1 | Miroslav Kubat |
Flexible concept learning in real-time systems. |
Journal of Intelligent and Robotic Systems |
1993 |
DBLP DOI BibTeX RDF |
flexible concepts, rough sets, Concept learning |
| 1 | Gerhard Widmer, Miroslav Kubat |
Effective Learning in Dynamic Environments by Explicit Context Tracking. |
ECML |
1993 |
DBLP DOI BibTeX RDF |
|
| 1 | Miroslav Kubat, Doris Flotzinger, Gert Pfurtscheller |
Discovering Patterns in EEG-Signals: Comparative Study of a Few Methods. |
ECML |
1993 |
DBLP DOI BibTeX RDF |
|
| 1 | Miroslav Kubat, Ivana Krizakova |
Forgetting and aging of knowledge in concept formation. |
Applied Artificial Intelligence |
1992 |
DBLP DOI BibTeX RDF |
|
| 1 | Miroslav Kubat |
Conceptual Inductive Learning: The Case of Unreliable Teachers. |
Artif. Intell. |
1992 |
DBLP DOI BibTeX RDF |
|
| 1 | Ivana Krizakova, Miroslav Kubat |
FAVORIT: Concept formation with ageing of knowledge. |
Pattern Recognition Letters |
1992 |
DBLP DOI BibTeX RDF |
|
| 1 | Gerhard Widmer, Miroslav Kubat |
Learning Flexible Concepts from Streams of Examples: FLORA 2. |
ECAI |
1992 |
DBLP BibTeX RDF |
|
| 1 | Miroslav Kubat |
Introduction to Machine Learning. |
Advanced Topics in Artificial Intelligence |
1992 |
DBLP DOI BibTeX RDF |
|
| 1 | Miroslav Kubat, Jirina Pavlickova |
The System FLORA: Learning from Type-Varying Training Sets. |
EWSL |
1991 |
DBLP DOI BibTeX RDF |
Incremental Learning, Learning from Examples, Forgetting |
| 1 | Miroslav Kubat |
Floating approximation in time-varying knowledge bases. |
Pattern Recognition Letters |
1989 |
DBLP DOI BibTeX RDF |
|
![[Valid RSS]](Pics/valid-rss.png "Validate my RSS feed")