| 2009 | ||
|---|---|---|
| 45 | Jerzy Blaszczynski, Jerzy Stefanowski, Magdalena Zajac: Ensembles of Abstaining Classifiers Based on Rule Sets. ISMIS 2009: 382-391 | |
| 2008 | ||
| 44 | Jerzy Stefanowski, Szymon Wilk: Selective Pre-processing of Imbalanced Data for Improving Classification Performance. DaWaK 2008: 283-292 | |
| 2007 | ||
| 43 | Aijun An, Jerzy Stefanowski, Sheela Ramanna, Cory J. Butz, Witold Pedrycz, Guoyin Wang: Rough Sets, Fuzzy Sets, Data Mining and Granular Computing, 11th International Conference, RSFDGrC 2007, Toronto, Canada, May 14-16, 2007, Proceedings Springer 2007 | |
| 42 | Jerzy Stefanowski, Dawid Weiss: Comprehensible and Accurate Cluster Labels in Text Clustering. RIAO 2007 | |
| 41 | Jerzy Stefanowski: Combining Answers of Sub-classifiers in the Bagging-Feature Ensembles. RSEISP 2007: 574-583 | |
| 40 | Salvatore Greco, Roman Slowinski, Jerzy Stefanowski: Evaluating Importance of Conditions in the Set of Discovered Rules. RSFDGrC 2007: 314-321 | |
| 39 | Jerzy Stefanowski: On Combined Classifiers, Rule Induction and Rough Sets. T. Rough Sets 6: 329-350 (2007) | |
| 2006 | ||
| 38 | Jerzy Stefanowski, Marcin Zienkowicz: Classification of Polish Email Messages: Experiments with Various Data Representations. ISMIS 2006: 723-728 | |
| 37 | Jerzy Stefanowski: An Empirical Study of Using Rule Induction and Rough Sets to Software Cost Estimation. Fundam. Inform. 71(1): 63-82 (2006) | |
| 36 | Mariusz Flasinski, Edward Nawarecki, Lech Polkowski, Robert Schaefer, Jerzy Stefanowski, Zbigniew Suraj: Preface. Fundam. Inform. 71(1): (2006) | |
| 35 | Jerzy Stefanowski, Szymon Wilk: Rough Sets for Handling Imbalanced Data: Combining Filtering and Rule-based Classifiers. Fundam. Inform. 72(1-3): 379-391 (2006) | |
| 2005 | ||
| 34 | Jerzy Stefanowski, Radoslaw Ziembinski: Mining Context Based Sequential Patterns. AWIC 2005: 401-407 | |
| 33 | Jerzy Stefanowski, Slawomir Nowaczyk: On Using Rule Induction in Multiple Classifiers with a Combiner Aggregation Strategy. ISDA 2005: 432-437 | |
| 2004 | ||
| 32 | Stanislaw Osinski, Jerzy Stefanowski, Dawid Weiss: Lingo: Search Results Clustering Algorithm Based on Singular Value Decomposition. Intelligent Information Systems 2004: 359-368 | |
| 31 | Jerzy W. Grzymala-Busse, Jerzy Stefanowski, Szymon Wilk: A Comparison of Two Approaches to Data Mining from Imbalanced Data. KES 2004: 757-763 | |
| 30 | Jerzy Stefanowski: The Bagging and n2-Classifiers Based on Rules Induced by MODLEM. Rough Sets and Current Trends in Computing 2004: 488-497 | |
| 29 | Roman Pindur, Robert Susmaga, Jerzy Stefanowski: Hyperplane Aggregation of Dominance Decision Rules. Fundam. Inform. 61(2): 117-137 (2004) | |
| 28 | Salvatore Greco, Roman Slowinski, Jerzy Stefanowski, Marcin Zurawski: Incremental versus Non-incremental Rule Induction for Multicriteria Classification. T. Rough Sets: 33-53 (2004) | |
| 27 | Jerzy Zaluski, Renata Szoszkiewicz, Jerzy Krysinski, Jerzy Stefanowski: Rough Set Theory and Decision Rules in Data Analysis of Breast Cancer Patients. T. Rough Sets: 375-391 (2004) | |
| 2003 | ||
| 26 | Jerzy Stefanowski, Dawid Weiss: Carrot and Language Properties in Web Search Results Clustering. AWIC 2003: 240-249 | |
| 25 | Dawid Weiss, Jerzy Stefanowski: Web Search Results Clustering in Polish: Experimental Evaluation of Carrot. IIS 2003: 209-218 | |
| 24 | Jerzy Stefanowski, Marcin Zurawski: Incremental Rule Induction for Multicriteria and Multiattribute Classification. IIS 2003: 311-319 | |
| 2002 | ||
| 23 | Salvatore Greco, Roman Slowinski, Jerzy Stefanowski: Mining Association Rules in Preference-Ordered Data. ISMIS 2002: 442-450 | |
| 22 | Jerzy Stefanowski: Bagging and Induction of Decision Rules. Intelligent Information Systems 2002: 121-130 | |
| 21 | Salvatore Greco, Benedetto Matarazzo, Roman Slowinski, Jerzy Stefanowski: Importance and Interaction of Conditions in Decision Rules. Rough Sets and Current Trends in Computing 2002: 255-262 | |
| 20 | Jerzy Stefanowski, Alexis Tsoukiàs: Induction of Decision Rules and Classification in the Valued Tolerance Approach. Rough Sets and Current Trends in Computing 2002: 271-278 | |
| 19 | Krzysztof Slowinski, Jerzy Stefanowski, Dariusz Siwinski: Application of Rule Induction and Rough Sets to Verification of Magnetic Resonance Diagnosis. Fundam. Inform. 53(3-4): 345-363 (2002) | |
| 2001 | ||
| 18 | Jerzy Stefanowski, Alexis Tsoukiàs: Incomplete Information Tables and Rough Classification. Computational Intelligence 17(3): 545-566 (2001) | |
| 17 | Jerzy Stefanowski, Daniel Vanderpooten: Induction of decision rules in classification and discovery-oriented perspectives. Int. J. Intell. Syst. 16(1): 13-27 (2001) | |
| 16 | Jerzy W. Grzymala-Busse, Jerzy Stefanowski: Three discretization methods for rule induction. Int. J. Intell. Syst. 16(1): 29-38 (2001) | |
| 2000 | ||
| 15 | Salvatore Greco, Benedetto Matarazzo, Roman Slowinski, Jerzy Stefanowski: Variable Consistency Model of Dominance-Based Rough Sets Approach. Rough Sets and Current Trends in Computing 2000: 170-181 | |
| 14 | Jerzy Stefanowski, Alexis Tsoukiàs: Valued Tolerance and Decision Rules. Rough Sets and Current Trends in Computing 2000: 212-219 | |
| 13 | Salvatore Greco, Benedetto Matarazzo, Roman Slowinski, Jerzy Stefanowski: An Algorithm for Induction of Decision Rules Consistent with the Dominance Principle. Rough Sets and Current Trends in Computing 2000: 304-313 | |
| 1999 | ||
| 12 | Jerzy Stefanowski, Alexis Tsoukiàs: On the Extension of Rough Sets under Incomplete Information. RSFDGrC 1999: 73-81 | |
| 1998 | ||
| 11 | Jacek Jelonek, Jerzy Stefanowski: Experiments on Solving Multiclass Learning Problems by n2-classifier. ECML 1998: 172-177 | |
| 10 | Jerzy Stefanowski: Handling Continuous Attributes in Discovery of Strong Decision Rules. Rough Sets and Current Trends in Computing 1998: 394-401 | |
| 9 | Bartlomiej Predki, Roman Slowinski, Jerzy Stefanowski, Robert Susmaga, Szymon Wilk: ROSE - Software Implementation of the Rough Set Theory. Rough Sets and Current Trends in Computing 1998: 605-608 | |
| 1997 | ||
| 8 | Jerzy Stefanowski, Krzysztof Slowinski: Rough Set Theory and Rule Induction Techniques for Discovery of Attribute Dependencies in Medical Information Systems. PKDD 1997: 36-46 | |
| 7 | Jacek Jelonek, Jerzy Stefanowski: Feature subset selection for classification of histological images. Artificial Intelligence in Medicine 9(3): 227-239 (1997) | |
| 1996 | ||
| 6 | Roman Slowinski, Jerzy Stefanowski: Rough-Set Reasoning about Uncertain Data. Fundam. Inform. 27(2/3): 229-243 (1996) | |
| 5 | Jerzy W. Grzymala-Busse, Jerzy Stefanowski, Wojciech Ziarko: Rough Sets: Facts Versus Misconceptions. Informatica (Slovenia) 20(4): (1996) | |
| 1993 | ||
| 4 | Jerzy Stefanowski, Daniel Vanderpooten: A General Two-Stage Approach to Inducing Rules from Examples. RSKD 1993: 317-325 | |
| 3 | Roman Slowinski, Jerzy Stefanowski: Handling Various Types of Uncertainty in the Rough Set Approach. RSKD 1993: 366-376 | |
| 2 | Jacek Jelonek, Krzysztof Krawiec, Roman Slowinski, Jerzy Stefanowski, Janusz Szymas: Neural Networks and Rough Sets - Comparison and Combination for Classification of Histological Pictures. RSKD 1993: 426-433 | |
| 1992 | ||
| 1 | Jerzy Stefanowski, Roman Slowinski, Ryszard Nowicki: The Rough Sets Approach to Knowledge Analysis for Classification Support in Technical Diagnostics of Mechanical Objects. IEA/AIE 1992: 556-565 | |