Jerzy Stefanowski
TytułCytowane przezRok
Incomplete information tables and rough classification
J Stefanowski, A Tsoukias
Computational intelligence 17 (3), 545-566, 2001
4792001
On the extension of rough sets under incomplete information
J Stefanowski, A Tsoukiàs
International Workshop on Rough Sets, Fuzzy Sets, Data Mining, and Granular …, 1999
4101999
Lingo: Search results clustering algorithm based on singular value decomposition
S Osiński, J Stefanowski, D Weiss
Intelligent information processing and web mining, 359-368, 2004
3432004
On rough set based approaches to induction of decision rules
J Stefanowski
Rough sets in knowledge discovery 1 (1), 500-529, 1998
3191998
Ensemble learning for data stream analysis: A survey
B Krawczyk, LL Minku, J Gama, J Stefanowski, M Woźniak
Information Fusion 37, 132-156, 2017
3172017
Reacting to different types of concept drift: The accuracy updated ensemble algorithm
D Brzezinski, J Stefanowski
IEEE Transactions on Neural Networks and Learning Systems 25 (1), 81-94, 2013
2712013
ROSE-software implementation of the rough set theory
B Predki, R Słowiński, J Stefanowski, R Susmaga, S Wilk
International Conference on Rough Sets and Current Trends in Computing, 605-608, 1998
1981998
Open challenges for data stream mining research
G Krempl, I Žliobaite, D Brzeziński, E Hüllermeier, M Last, V Lemaire, ...
ACM SIGKDD explorations newsletter 16 (1), 1-10, 2014
1952014
Variable consistency model of dominance-based rough sets approach
S Greco, B Matarazzo, R Slowinski, J Stefanowski
International Conference on Rough Sets and Current Trends in Computing, 170-181, 2000
1882000
SMOTE–IPF: Addressing the noisy and borderline examples problem in imbalanced classification by a re-sampling method with filtering
JA Sáez, J Luengo, J Stefanowski, F Herrera
Information Sciences 291, 184-203, 2015
1812015
Rough classification in incomplete information systems
R SLOWIŃSKI, J Stefanowski
Models and Methods in Multiple Criteria Decision Making, 1347-1357, 1989
1781989
An algorithm for induction of decision rules consistent with the dominance principle
S Greco, B Matarazzo, R Slowinski, J Stefanowski
International Conference on Rough Sets and Current Trends in Computing, 304-313, 2000
1732000
Learning from imbalanced data in presence of noisy and borderline examples
K Napierała, J Stefanowski, S Wilk
International Conference on Rough Sets and Current Trends in Computing, 158-167, 2010
1552010
Selective pre-processing of imbalanced data for improving classification performance
J Stefanowski, S Wilk
International Conference on Data Warehousing and Knowledge Discovery, 283-292, 2008
1492008
Local neighbourhood extension of SMOTE for mining imbalanced data
T Maciejewski, J Stefanowski
2011 IEEE Symposium on Computational Intelligence and Data Mining (CIDM …, 2011
1272011
Three discretization methods for rule induction
JW Grzymala‐Busse, J Stefanowski
International Journal of Intelligent Systems 16 (1), 29-38, 2001
1252001
The rough set based rule induction technique for classification problems
J Stefanowski
In Proceedings of 6th European Conference on Intelligent Techniques and Soft …, 1998
1211998
Rough classification with valued closeness relation
R Słowiński, J Stefanowski
New approaches in classification and data analysis, 482-489, 1994
1191994
Evaluation of vibroacoustic diagnostic symptoms by means of the rough sets theory
R Nowicki, R Słowiński, J Stefanowski
Computers in industry 20 (2), 141-152, 1992
1151992
Rough sets approach to analysis of data from peritoneal lavage in acute pancreatitis
K Slowiński, R Slowiński, J Stefanowski
Medical Informatics 13 (3), 143-159, 1988
1121988
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