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Jerzy Stefanowski: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Jerzy Stefanowski, Dawid Weiss
    Carrot and Language Properties in Web Search Results Clustering. [Citation Graph (0, 0)][DBLP]
    AWIC, 2003, pp:240-249 [Conf]
  2. Jerzy Stefanowski, Radoslaw Ziembinski
    Mining Context Based Sequential Patterns. [Citation Graph (0, 0)][DBLP]
    AWIC, 2005, pp:401-407 [Conf]
  3. Jacek Jelonek, Jerzy Stefanowski
    Experiments on Solving Multiclass Learning Problems by n2-classifier. [Citation Graph (0, 0)][DBLP]
    ECML, 1998, pp:172-177 [Conf]
  4. Jerzy Stefanowski, Roman Slowinski, Ryszard Nowicki
    The Rough Sets Approach to Knowledge Analysis for Classification Support in Technical Diagnostics of Mechanical Objects. [Citation Graph (0, 0)][DBLP]
    IEA/AIE, 1992, pp:556-565 [Conf]
  5. Jerzy Stefanowski
    Bagging and Induction of Decision Rules. [Citation Graph (0, 0)][DBLP]
    Intelligent Information Systems, 2002, pp:121-130 [Conf]
  6. Jerzy Stefanowski, Marcin Zurawski
    Incremental Rule Induction for Multicriteria and Multiattribute Classification. [Citation Graph (0, 0)][DBLP]
    IIS, 2003, pp:311-319 [Conf]
  7. Stanislaw Osinski, Jerzy Stefanowski, Dawid Weiss
    Lingo: Search Results Clustering Algorithm Based on Singular Value Decomposition. [Citation Graph (0, 0)][DBLP]
    Intelligent Information Systems, 2004, pp:359-368 [Conf]
  8. Dawid Weiss, Jerzy Stefanowski
    Web Search Results Clustering in Polish: Experimental Evaluation of Carrot. [Citation Graph (0, 0)][DBLP]
    IIS, 2003, pp:209-218 [Conf]
  9. Jerzy Stefanowski, Slawomir Nowaczyk
    On Using Rule Induction in Multiple Classifiers with a Combiner Aggregation Strategy. [Citation Graph (0, 0)][DBLP]
    ISDA, 2005, pp:432-437 [Conf]
  10. Salvatore Greco, Roman Slowinski, Jerzy Stefanowski
    Mining Association Rules in Preference-Ordered Data. [Citation Graph (0, 0)][DBLP]
    ISMIS, 2002, pp:442-450 [Conf]
  11. Jerzy Stefanowski, Marcin Zienkowicz
    Classification of Polish Email Messages: Experiments with Various Data Representations. [Citation Graph (0, 0)][DBLP]
    ISMIS, 2006, pp:723-728 [Conf]
  12. Jerzy W. Grzymala-Busse, Jerzy Stefanowski, Szymon Wilk
    A Comparison of Two Approaches to Data Mining from Imbalanced Data. [Citation Graph (0, 0)][DBLP]
    KES, 2004, pp:757-763 [Conf]
  13. Jerzy Stefanowski, Krzysztof Slowinski
    Rough Set Theory and Rule Induction Techniques for Discovery of Attribute Dependencies in Medical Information Systems. [Citation Graph (0, 0)][DBLP]
    PKDD, 1997, pp:36-46 [Conf]
  14. Salvatore Greco, Benedetto Matarazzo, Roman Slowinski, Jerzy Stefanowski
    Variable Consistency Model of Dominance-Based Rough Sets Approach. [Citation Graph (0, 0)][DBLP]
    Rough Sets and Current Trends in Computing, 2000, pp:170-181 [Conf]
  15. Salvatore Greco, Benedetto Matarazzo, Roman Slowinski, Jerzy Stefanowski
    An Algorithm for Induction of Decision Rules Consistent with the Dominance Principle. [Citation Graph (0, 0)][DBLP]
    Rough Sets and Current Trends in Computing, 2000, pp:304-313 [Conf]
  16. Salvatore Greco, Benedetto Matarazzo, Roman Slowinski, Jerzy Stefanowski
    Importance and Interaction of Conditions in Decision Rules. [Citation Graph (0, 0)][DBLP]
    Rough Sets and Current Trends in Computing, 2002, pp:255-262 [Conf]
  17. Jacek Jelonek, Krzysztof Krawiec, Roman Slowinski, Jerzy Stefanowski, Janusz Szymas
    Neural Networks and Rough Sets - Comparison and Combination for Classification of Histological Pictures. [Citation Graph (0, 0)][DBLP]
    RSKD, 1993, pp:426-433 [Conf]
  18. Bartlomiej Predki, Roman Slowinski, Jerzy Stefanowski, Robert Susmaga, Szymon Wilk
    ROSE - Software Implementation of the Rough Set Theory. [Citation Graph (0, 0)][DBLP]
    Rough Sets and Current Trends in Computing, 1998, pp:605-608 [Conf]
  19. Roman Slowinski, Jerzy Stefanowski
    Handling Various Types of Uncertainty in the Rough Set Approach. [Citation Graph (0, 0)][DBLP]
    RSKD, 1993, pp:366-376 [Conf]
  20. Jerzy Stefanowski
    The Bagging and n2-Classifiers Based on Rules Induced by MODLEM. [Citation Graph (0, 0)][DBLP]
    Rough Sets and Current Trends in Computing, 2004, pp:488-497 [Conf]
  21. Jerzy Stefanowski
    Handling Continuous Attributes in Discovery of Strong Decision Rules. [Citation Graph (0, 0)][DBLP]
    Rough Sets and Current Trends in Computing, 1998, pp:394-401 [Conf]
  22. Jerzy Stefanowski, Alexis Tsoukiàs
    Valued Tolerance and Decision Rules. [Citation Graph (0, 0)][DBLP]
    Rough Sets and Current Trends in Computing, 2000, pp:212-219 [Conf]
  23. Jerzy Stefanowski, Alexis Tsoukiàs
    Induction of Decision Rules and Classification in the Valued Tolerance Approach. [Citation Graph (0, 0)][DBLP]
    Rough Sets and Current Trends in Computing, 2002, pp:271-278 [Conf]
  24. Jerzy Stefanowski, Daniel Vanderpooten
    A General Two-Stage Approach to Inducing Rules from Examples. [Citation Graph (0, 0)][DBLP]
    RSKD, 1993, pp:317-325 [Conf]
  25. Jerzy Stefanowski, Alexis Tsoukiàs
    On the Extension of Rough Sets under Incomplete Information. [Citation Graph (0, 0)][DBLP]
    RSFDGrC, 1999, pp:73-81 [Conf]
  26. Jacek Jelonek, Jerzy Stefanowski
    Feature subset selection for classification of histological images. [Citation Graph (0, 0)][DBLP]
    Artificial Intelligence in Medicine, 1997, v:9, n:3, pp:227-239 [Journal]
  27. Jerzy Stefanowski, Alexis Tsoukiàs
    Incomplete Information Tables and Rough Classification. [Citation Graph (0, 0)][DBLP]
    Computational Intelligence, 2001, v:17, n:3, pp:545-566 [Journal]
  28. Roman Pindur, Robert Susmaga, Jerzy Stefanowski
    Hyperplane Aggregation of Dominance Decision Rules. [Citation Graph (0, 0)][DBLP]
    Fundam. Inform., 2004, v:61, n:2, pp:117-137 [Journal]
  29. Roman Slowinski, Jerzy Stefanowski
    Rough-Set Reasoning about Uncertain Data. [Citation Graph (0, 0)][DBLP]
    Fundam. Inform., 1996, v:27, n:2/3, pp:229-243 [Journal]
  30. Krzysztof Slowinski, Jerzy Stefanowski, Dariusz Siwinski
    Application of Rule Induction and Rough Sets to Verification of Magnetic Resonance Diagnosis. [Citation Graph (0, 0)][DBLP]
    Fundam. Inform., 2002, v:53, n:3-4, pp:345-363 [Journal]
  31. Mariusz Flasinski, Edward Nawarecki, Lech Polkowski, Robert Schaefer, Jerzy Stefanowski, Zbigniew Suraj
    Preface. [Citation Graph (0, 0)][DBLP]
    Fundam. Inform., 2006, v:71, n:1, pp:- [Journal]
  32. Jerzy Stefanowski
    An Empirical Study of Using Rule Induction and Rough Sets to Software Cost Estimation. [Citation Graph (0, 0)][DBLP]
    Fundam. Inform., 2006, v:71, n:1, pp:63-82 [Journal]
  33. Jerzy Stefanowski, Szymon Wilk
    Rough Sets for Handling Imbalanced Data: Combining Filtering and Rule-based Classifiers. [Citation Graph (0, 0)][DBLP]
    Fundam. Inform., 2006, v:72, n:1-3, pp:379-391 [Journal]
  34. Jerzy W. Grzymala-Busse, Jerzy Stefanowski
    Three discretization methods for rule induction. [Citation Graph (0, 0)][DBLP]
    Int. J. Intell. Syst., 2001, v:16, n:1, pp:29-38 [Journal]
  35. Jerzy Stefanowski, Daniel Vanderpooten
    Induction of decision rules in classification and discovery-oriented perspectives. [Citation Graph (0, 0)][DBLP]
    Int. J. Intell. Syst., 2001, v:16, n:1, pp:13-27 [Journal]
  36. Jerzy W. Grzymala-Busse, Jerzy Stefanowski, Wojciech Ziarko
    Rough Sets: Facts Versus Misconceptions. [Citation Graph (0, 0)][DBLP]
    Informatica (Slovenia), 1996, v:20, n:4, pp:- [Journal]
  37. Salvatore Greco, Roman Slowinski, Jerzy Stefanowski, Marcin Zurawski
    Incremental versus Non-incremental Rule Induction for Multicriteria Classification. [Citation Graph (0, 0)][DBLP]
    , 2004, v:, n:, pp:33-53 [Journal]
  38. Jerzy Zaluski, Renata Szoszkiewicz, Jerzy Krysinski, Jerzy Stefanowski
    Rough Set Theory and Decision Rules in Data Analysis of Breast Cancer Patients. [Citation Graph (0, 0)][DBLP]
    , 2004, v:, n:, pp:375-391 [Journal]
  39. Salvatore Greco, Roman Slowinski, Jerzy Stefanowski
    Evaluating Importance of Conditions in the Set of Discovered Rules. [Citation Graph (0, 0)][DBLP]
    RSFDGrC, 2007, pp:314-321 [Conf]
  40. Jerzy Stefanowski
    Combining Answers of Sub-classifiers in the Bagging-Feature Ensembles. [Citation Graph (0, 0)][DBLP]
    RSEISP, 2007, pp:574-583 [Conf]
  41. Jerzy Stefanowski
    On Combined Classifiers, Rule Induction and Rough Sets. [Citation Graph (0, 0)][DBLP]
    T. Rough Sets, 2007, v:6, n:, pp:329-350 [Journal]

  42. Selective Pre-processing of Imbalanced Data for Improving Classification Performance. [Citation Graph (, )][DBLP]


  43. Ensembles of Abstaining Classifiers Based on Rule Sets. [Citation Graph (, )][DBLP]


  44. Learning from Imbalanced Data in Presence of Noisy and Borderline Examples. [Citation Graph (, )][DBLP]


  45. Argument Based Generalization of MODLEM Rule Induction Algorithm. [Citation Graph (, )][DBLP]


  46. Ordinal Classification with Monotonicity Constraints by Variable Consistency Bagging. [Citation Graph (, )][DBLP]


  47. Integrating Selective Pre-processing of Imbalanced Data with Ivotes Ensemble. [Citation Graph (, )][DBLP]


  48. Comprehensible and Accurate Cluster Labels in Text Clustering. [Citation Graph (, )][DBLP]


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