Cluster-based instance selection for machine classification I Czarnowski Knowledge and Information Systems 30, 113-133, 2012 | 79 | 2012 |
e-JABAT–an implementation of the web-based A-Team D Barbucha, I Czarnowski, P Jȩdrzejowicz, E Ratajczak-Ropel, ... Intelligent Agents in the Evolution of Web and Applications, 57-86, 2009 | 59 | 2009 |
An approach to instance reduction in supervised learning I Czarnowski, P Jȩdrzejowicz International Conference on Innovative Techniques and Applications of …, 2003 | 38 | 2003 |
Distributed learning with data reduction I Czarnowski Transactions on computational collective intelligence IV, 3-121, 2011 | 35 | 2011 |
Jade-based a-team as a tool for implementing population-based algorithms D Barbucha, I Czarnowski, P Jedrzejowicz, E Ratajczak, I Wierzbowska Sixth International Conference on Intelligent Systems Design and …, 2006 | 35 | 2006 |
An approach to data reduction for learning from big datasets: Integrating stacking, rotation, and agent population learning techniques I Czarnowski, P Jędrzejowicz Complexity 2018 (1), 7404627, 2018 | 33 | 2018 |
Weighted Ensemble with one-class Classification and Over-sampling and Instance selection (WECOI): An approach for learning from imbalanced data streams I Czarnowski Journal of Computational Science 61, 101614, 2022 | 32 | 2022 |
Ensemble classifier for mining data streams I Czarnowski, P Jędrzejowicz Procedia Computer Science 35, 397-406, 2014 | 24 | 2014 |
Prototype selection algorithms for distributed learning I Czarnowski Pattern recognition 43 (6), 2292-2300, 2010 | 23 | 2010 |
Influence of the working strategy on A-team performance D Barbucha, I Czarnowski, P Jędrzejowicz, E Ratajczak-Ropel, ... Smart Information and Knowledge Management: Advances, Challenges, and …, 2010 | 23 | 2010 |
Data reduction algorithm for machine learning and data mining I Czarnowski, P Jȩdrzejowicz International Conference on Industrial, Engineering and Other Applications …, 2008 | 23 | 2008 |
Instance reduction approach to machine learning and multi-database mining I Czarnowski, P Jędrzejowicz Annales Universitatis Mariae Curie-Skłodowska. Sectio AI, Informatica 4 (1), 2006 | 23 | 2006 |
JABAT middleware as a tool for solving optimization problems D Barbucha, I Czarnowski, P Jędrzejowicz, E Ratajczak-Ropel, ... Transactions on Computational Collective Intelligence II, 181-195, 2010 | 21 | 2010 |
An approach to data reduction and integrated machine classification I Czarnowski, P Jȩdrzejowicz New Generation Computing 28, 21-40, 2010 | 21 | 2010 |
An agent-based framework for distributed learning I Czarnowski, P Jędrzejowicz Engineering Applications of Artificial Intelligence 24 (1), 93-102, 2011 | 18 | 2011 |
A-team middleware on a cluster I Czarnowski, P Jȩdrzejowicz, I Wierzbowska Agent and Multi-Agent Systems: Technologies and Applications: Third KES …, 2009 | 18 | 2009 |
Scheduling Multiprocessor Tasks in Presence of Correlated Failures. I Czarnowski, WJ Gutjahr, P Jedrzejowicz, E Ratajczak, A Skakowski, ... Central European Journal of Operations Research 11 (2), 2003 | 18 | 2003 |
Evolution-based scheduling of fault-tolerant programs on multiple processors P Jedrzejowicz, I Czarnowski, H Szreder, A Skakowski International Parallel Processing Symposium, 210-219, 1999 | 18 | 1999 |
Ensemble online classifier based on the one-class base classifiers for mining data streams I Czarnowski, P Jędrzejowicz Cybernetics and Systems 46 (1-2), 51-68, 2015 | 17 | 2015 |
An agent-based approach to ANN training I Czarnowski, P Je Knowledge-Based Systems 19 (5), 304-308, 2006 | 16 | 2006 |