| 2008 |
|---|
| 44 | EE | 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 | EE | Jerzy Stefanowski:
Combining Answers of Sub-classifiers in the Bagging-Feature Ensembles.
RSEISP 2007: 574-583 |
| 40 | EE | Salvatore Greco,
Roman Slowinski,
Jerzy Stefanowski:
Evaluating Importance of Conditions in the Set of Discovered Rules.
RSFDGrC 2007: 314-321 |
| 39 | EE | Jerzy Stefanowski:
On Combined Classifiers, Rule Induction and Rough Sets.
T. Rough Sets 6: 329-350 (2007) |
| 2006 |
|---|
| 38 | EE | Jerzy Stefanowski,
Marcin Zienkowicz:
Classification of Polish Email Messages: Experiments with Various Data Representations.
ISMIS 2006: 723-728 |
| 37 | EE | Jerzy Stefanowski:
An Empirical Study of Using Rule Induction and Rough Sets to Software Cost Estimation.
Fundam. Inform. 71(1): 63-82 (2006) |
| 36 | EE | Mariusz Flasinski,
Edward Nawarecki,
Lech Polkowski,
Robert Schaefer,
Jerzy Stefanowski,
Zbigniew Suraj:
Preface.
Fundam. Inform. 71(1): (2006) |
| 35 | EE | 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 | EE | Jerzy Stefanowski,
Radoslaw Ziembinski:
Mining Context Based Sequential Patterns.
AWIC 2005: 401-407 |
| 33 | EE | 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 | EE | Jerzy W. Grzymala-Busse,
Jerzy Stefanowski,
Szymon Wilk:
A Comparison of Two Approaches to Data Mining from Imbalanced Data.
KES 2004: 757-763 |
| 30 | EE | Jerzy Stefanowski:
The Bagging and n2-Classifiers Based on Rules Induced by MODLEM.
Rough Sets and Current Trends in Computing 2004: 488-497 |
| 29 | EE | Roman Pindur,
Robert Susmaga,
Jerzy Stefanowski:
Hyperplane Aggregation of Dominance Decision Rules.
Fundam. Inform. 61(2): 117-137 (2004) |
| 28 | EE | Salvatore Greco,
Roman Slowinski,
Jerzy Stefanowski,
Marcin Zurawski:
Incremental versus Non-incremental Rule Induction for Multicriteria Classification.
T. Rough Sets: 33-53 (2004) |
| 27 | EE | 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 | EE | 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 | EE | 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 | EE | 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 | EE | 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 | EE | 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 | EE | 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 | EE | Jerzy Stefanowski,
Alexis Tsoukiàs:
Valued Tolerance and Decision Rules.
Rough Sets and Current Trends in Computing 2000: 212-219 |
| 13 | EE | 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 | EE | Jerzy Stefanowski:
Handling Continuous Attributes in Discovery of Strong Decision Rules.
Rough Sets and Current Trends in Computing 1998: 394-401 |
| 9 | EE | 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 |
