دنبال کردن
Jerzy Stefanowski
عنوان
نقل شده توسط
نقل شده توسط
سال
Ensemble learning for data stream analysis: A survey‏
B Krawczyk, LL Minku, J Gama, J Stefanowski, M Woźniak‏
Information Fusion 37, 132-156, 2017‏
11582017
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
6522015
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
5582013
Incomplete information tables and rough classification‏
J Stefanowski, A Tsoukias‏
Computational intelligence 17 (3), 545-566, 2001‏
5432001
On the extension of rough sets under incomplete information‏
J Stefanowski, A Tsoukiàs‏
New Directions in Rough Sets, Data Mining, and Granular-Soft Computing: 7th …, 1999‏
4411999
Lingo: Search results clustering algorithm based on singular value decomposition‏
S Osiński, J Stefanowski, D Weiss‏
Intelligent Information Processing and Web Mining: Proceedings of the …, 2004‏
4342004
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
3942014
On rough set based approaches to induction of decision rules‏
J Stefanowski‏
Rough sets in knowledge discovery 1 (1), 500-529, 1998‏
3651998
Local neighbourhood extension of SMOTE for mining imbalanced data‏
T Maciejewski, J Stefanowski‏
2011 IEEE symposium on computational intelligence and data mining (CIDM …, 2011‏
3332011
Types of minority class examples and their influence on learning classifiers from imbalanced data‏
K Napierala, J Stefanowski‏
Journal of Intelligent Information Systems 46, 563-597, 2016‏
3292016
Learning from imbalanced data in presence of noisy and borderline examples‏
K Napierała, J Stefanowski, S Wilk‏
Rough Sets and Current Trends in Computing: 7th International Conference …, 2010‏
2942010
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
2542008
ROSE-software implementation of the rough set theory‏
B Predki, R Słowiński, J Stefanowski, R Susmaga, S Wilk‏
Rough Sets and Current Trends in Computing: First International Conference …, 1998‏
2461998
An algorithm for induction of decision rules consistent with the dominance principle‏
S Greco, B Matarazzo, R Slowinski, J Stefanowski‏
Rough Sets and Current Trends in Computing: Second International Conference …, 2001‏
2382001
Variable consistency model of dominance-based rough sets approach‏
S Greco, B Matarazzo, R Slowinski, J Stefanowski‏
Rough Sets and Current Trends in Computing: Second International Conference …, 2001‏
2372001
Neighbourhood sampling in bagging for imbalanced data‏
J Błaszczyński, J Stefanowski‏
Neurocomputing 150, 529-542, 2015‏
2322015
Combining block-based and online methods in learning ensembles from concept drifting data streams‏
D Brzezinski, J Stefanowski‏
Information Sciences 265, 50-67, 2014‏
2112014
Accuracy updated ensemble for data streams with concept drift‏
D Brzeziński, J Stefanowski‏
International conference on hybrid artificial intelligence systems, 155-163, 2011‏
2082011
Rough classification in incomplete information systems‏
R SLOWIŃSKI, J Stefanowski‏
Models and Methods in Multiple Criteria Decision Making, 1347-1357, 1989‏
2001989
Dealing with data difficulty factors while learning from imbalanced data‏
J Stefanowski‏
Challenges in computational statistics and data mining, 333-363, 2015‏
1592015
سیستم در حال حاضر قادر به انجام عملکرد نیست. بعداً دوباره امتحان کنید.
مقاله‌ها 1–20