| 2025 | KES | A Comparative Study of Oversampling Techniques for Imbalanced Network Attack Detection. | Veronika Hordieieva, Ireneusz Czarnowski, Piotr Jedrzejowicz |
| 2025 | KES | Parallelized Population-based Multi-heuristic Approach for Solving RCPSP/max. | Piotr Jedrzejowicz, Ewa Ratajczak-Ropel |
| 2025 | KES | Binary transformer-based classifier. | Piotr Jedrzejowicz, Ewa Ratajczak-Ropel, Izabela Wierzbowska |
| 2025 | KES | A differential evolution algorithm for discrete-continuous scheduling. | Aleksander Skakovski, Piotr Jedrzejowicz |
| 2025 | SGAI | Transformer-Based and Generative Classifiers for Mining Imbalanced Datasets. | Piotr Jedrzejowicz, Izabela Wierzbowska |
| 2024 | ICCCI | Collective Computational Intelligence Challenges and Opportunities. | Piotr Jedrzejowicz |
| 2024 | ICCCI | Parallelized Population-Based Multi-heuristic Approach for Solving RCPSP and MRCPSP Instances. | Piotr Jedrzejowicz, Ewa Ratajczak-Ropel |
| 2024 | KES | An efficient hybrid evolutionary algorithm for solving the traveling salesman problem. | Piotr Jedrzejowicz, Krzysztof Keller, Aleksander Skakovski |
| 2023 | FedCSIS | Mushroom Picking Framework with Cache Memories for Solving Job Shop Scheduling Problem. | Piotr Jedrzejowicz, Izabela Wierzbowska |
| 2023 | FedCSIS | Parallelized Population-Based Multi-Heuristic System with Reinforcement Learning for Solving Multi-Skill Resource-Constrained Project Scheduling Problem with Hierarchical Skills. | Ewa Ratajczak-Ropel, Piotr Jedrzejowicz |
| 2023 | ICCCI | Mining Multiple Class Imbalanced Datasets Using a Specialized Balancing Algorithm and the Adaboost Technique. | Joanna Jedrzejowicz, Piotr Jedrzejowicz |
| 2023 | ICCS | Balancing Agents for Mining Imbalanced Multiclass Datasets - Performance Evaluation. | Joanna Jedrzejowicz, Piotr Jedrzejowicz |
| 2022 | ICCCI | Oversampling for Mining Imbalanced Datasets: Taxonomy and Performance Evaluation. | Piotr Jedrzejowicz |
| 2022 | ICCS | Collective of Base Classifiers for Mining Imbalanced Data. | Joanna Jedrzejowicz, Piotr Jedrzejowicz |
| 2022 | KES | Bicriteria Oversampling for Imbalanced Data Classification. | Joanna Jedrzejowicz, Piotr Jedrzejowicz |
| 2022 | KES | A-Team Solving Multi-Skill Resource-Constrained Project Scheduling Problem. | Piotr Jedrzejowicz, Ewa Ratajczak-Ropel |
| 2022 | KES | Implementation of the Mushroom Picking Framework for Solving Flexible Job Shop Scheduling Problems in Parallel. | Piotr Jedrzejowicz, Izabela Wierzbowska |
| 2021 | ICCCI | Imbalanced Data Mining Using Oversampling and Cellular GEP Ensemble. | Joanna Jedrzejowicz, Piotr Jedrzejowicz |
| 2021 | ICCCI | A Population-Based Framework for Solving the Job Shop Scheduling Problem. | Piotr Jedrzejowicz, Ewa Ratajczak-Ropel, Izabela Wierzbowska |
| 2021 | ICCS | The Power of a Collective: Team of Agents Solving Instances of the Flow Shop and Job Shop Problems. | Piotr Jedrzejowicz, Izabela Wierzbowska |
| 2020 | KES | GEP-based classifier with drift detection for mining imbalanced data streams. | Joanna Jedrzejowicz, Piotr Jedrzejowicz |
| 2019 | ICCCI | An Approach to Imbalanced Data Classification Based on Instance Selection and Over-Sampling. | Ireneusz Czarnowski, Piotr Jedrzejowicz |
| 2019 | ICCCI | Current Trends in the Population-Based Optimization. | Piotr Jedrzejowicz |
| 2018 | ICCCI | Cluster-Based Instance Selection for the Imbalanced Data Classification. | Ireneusz Czarnowski, Piotr Jedrzejowicz |
| 2018 | ICCCI | Parallel GEP Ensemble for Classifying Big Datasets. | Joanna Jedrzejowicz, Piotr Jedrzejowicz, Izabela Wierzbowska |
| 2018 | ICCCI | A-Team Solving Distributed Resource-Constrained Multi-project Scheduling Problem. | Piotr Jedrzejowicz, Ewa Ratajczak-Ropel |
| 2018 | INISTA | Firefly Algorithm for the RBF Network Design. | Ireneusz Czarnowski, Piotr Jedrzejowicz |
| 2018 | SGAI | GEP-Based Ensemble Classifier with Drift-Detection. | Joanna Jedrzejowicz, Piotr Jedrzejowicz |
| 2017 | ICCCI | Gene Expression Programming Ensemble for Classifying Big Datasets. | Joanna Jedrzejowicz, Piotr Jedrzejowicz |
| 2017 | INISTA | Stacking and rotation-based technique for machine learning classification with data reduction. | Ireneusz Czarnowski, Piotr Jedrzejowicz |
| 2017 | INISTA | Preface. | Piotr Jedrzejowicz, Tulay Yildirim, Ireneusz Czarnowski |
| 2016 | ICCCI | Bi-criteria Data Reduction for Instance-Based Classification. | Ireneusz Czarnowski, Joanna Jedrzejowicz, Piotr Jedrzejowicz |
| 2016 | ICCCI | Dynamic Cooperative Interaction Strategy for Solving RCPSP by a Team of Agents. | Piotr Jedrzejowicz, Ewa Ratajczak-Ropel |
| 2016 | SMC | An approach to machine classification based on stacked generalization and instance selection. | Ireneusz Czarnowski, Piotr Jedrzejowicz |
| 2015 | ICCCI | Cluster-Dependent Feature Selection for the RBF Networks. | Ireneusz Czarnowski, Piotr Jedrzejowicz |
| 2015 | ICCCI | A Hybrid Distance-Based and Naive Bayes Online Classifier. | Joanna Jedrzejowicz, Piotr Jedrzejowicz |
| 2014 | ACIIDS | Online Learning Based on Prototypes. | Ireneusz Czarnowski, Piotr Jedrzejowicz |
| 2014 | ACIIDS | A Family of the Online Distance-Based Classifiers. | Joanna Jedrzejowicz, Piotr Jedrzejowicz |
| 2014 | ACIIDS | Reinforcement Learning Strategy for Solving the Resource-Constrained Project Scheduling Problem by a Team of A-Teams. | Piotr Jedrzejowicz, Ewa Ratajczak-Ropel |
| 2014 | KES | Ensemble Classifier for Mining Data Streams. | Ireneusz Czarnowski, Piotr Jedrzejowicz |
| 2014 | KES | Island-based Differential Evolution Algorithm for the Discrete-continuous Scheduling with Continuous Resource Discretisation. | Piotr Jedrzejowicz, Aleksander Skakovski |
| 2013 | ICAISC | Agent-Based Population Learning Algorithm for RBF Network Tuning. | Ireneusz Czarnowski, Piotr Jedrzejowicz |
| 2013 | ICCCI | Agent-Based Data Reduction Using Ensemble Technique. | Ireneusz Czarnowski, Piotr Jedrzejowicz |
| 2013 | ICCCI | Online Classifiers Based on Fuzzy C-means Clustering. | Joanna Jedrzejowicz, Piotr Jedrzejowicz |
| 2013 | ICCCI | Reinforcement Learning Strategy for A-Team Solving the Resource-Constrained Project Scheduling Problem. | Piotr Jedrzejowicz, Ewa Ratajczak-Ropel |
| 2012 | ICCCI | Agent-Based Approach to RBF Network Training with Floating Centroids. | Ireneusz Czarnowski, Piotr Jedrzejowicz |
| 2012 | ICCCI | A-Team for Solving the Resource Availability Cost Problem. | Piotr Jedrzejowicz, Ewa Ratajczak-Ropel |
| 2012 | ICCCI | Study of the Migration Scheme Influence on Performance of A-Teams Solving the Job Shop Scheduling Problem. | Piotr Jedrzejowicz, Izabela Wierzbowska |
| 2012 | KES | An Approach to Cluster Initialization for RBF Networks. | Ireneusz Czarnowski, Piotr Jedrzejowicz |
| 2012 | KES | Combined classifier constructed from the reduced dataset obtained using fuzzy C-means and differential evolution algorithms. | Joanna Jedrzejowicz, Piotr Jedrzejowicz |
| 2012 | KES | Team of A-Teams for Solving the Resource-Constrained Project Scheduling Problem. | Piotr Jedrzejowicz, Ewa Ratajczak-Ropel |
| 2012 | KES | Impact of Migration Topologies on Performance of Teams of A-Teams. | Piotr Jedrzejowicz, Izabela Wierzbowska |
| 2011 | ICCCI | Parallel Cooperating A-Teams. | Dariusz Barbucha, Ireneusz Czarnowski, Piotr Jedrzejowicz, Ewa Ratajczak-Ropel, Izabela Wierzbowska |
| 2011 | ICCCI | Experimental Evaluation of the Agent-Based Population Learning Algorithm for the Cluster-Based Instance Selection. | Ireneusz Czarnowski, Piotr Jedrzejowicz |
| 2011 | ICCCI | Double-Action Agents Solving the MRCPSP/Max Problem. | Piotr Jedrzejowicz, Ewa Ratajczak-Ropel |
| 2011 | SMC | A consensus-based approach to the distributed learning. | Ireneusz Czarnowski, Piotr Jedrzejowicz |
| 2010 | ICCCI | Cluster Integration for the Cluster-Based Instance Selection. | Ireneusz Czarnowski, Piotr Jedrzejowicz |
| 2010 | ICCCI | Cellular GEP-Induced Classifiers. | Joanna Jedrzejowicz, Piotr Jedrzejowicz |
| 2010 | ICCCI | Evaluation of Agents Performance within the A-Team Solving RCPSP/Max Problem. | Piotr Jedrzejowicz, Ewa Ratajczak-Ropel |
| 2010 | ICCCI | A Cross-Entropy Based Population Learning Algorithm for Multi-mode Resource-Constrained Project Scheduling Problem with Minimum and Maximum Time Lags. | Piotr Jedrzejowicz, Aleksander Skakovski |
| 2009 | ICAART | Distributed Learning Algorithm based on Data Reduction. | Ireneusz Czarnowski, Piotr Jedrzejowicz |
| 2009 | ICCCI | A-Teams and Their Applications. | Piotr Jedrzejowicz |
| 2009 | ICCCI | A Family of GEP-Induced Ensemble Classifiers. | Joanna Jedrzejowicz, Piotr Jedrzejowicz |
| 2009 | PAAMS | Agent-Based Approach to the Dynamic Vehicle Routing Problem. | Dariusz Barbucha, Piotr Jedrzejowicz |
| 2008 | ICAISC | A Framework for Adaptive and Integrated Classification. | Ireneusz Czarnowski, Piotr Jedrzejowicz |
| 2008 | ICCS | Web Accessible A-Team Middleware. | Dariusz Barbucha, Ireneusz Czarnowski, Piotr Jedrzejowicz, Ewa Ratajczak-Ropel, Izabela Wierzbowska |
| 2008 | KES | A Cross-Entropy Based Population Learning Algorithm for Discrete-Continuous Scheduling with Continuous Resource Discretisation. | Piotr Jedrzejowicz, Aleksander Skakovski |
| 2007 | KES | An Investigation of Agent-Based Hybrid Approach to Solve Flowshop and Job-Shop Scheduling Problems. | Joanna Jedrzejowicz, Piotr Jedrzejowicz |
| 2007 | SGAI | An Agent-Based Algorithm for Data Reduction. | Ireneusz Czarnowski, Piotr Jedrzejowicz |
| 2006 | ICCS | JADE-Based A-Team Environment. | Piotr Jedrzejowicz, Izabela Wierzbowska |
| 2006 | ISDA | JADE-Based A-Team as a Tool for Implementing Population-Based Algorithms. | Dariusz Barbucha, Ireneusz Czarnowski, Piotr Jedrzejowicz, Ewa Ratajczak, Izabela Wierzbowska |
| 2006 | ISDA | A Population Learning Algorithm for Discrete-Continuous Scheduling with Continuous Resource Discretisation. | Piotr Jedrzejowicz, Aleksander Skakovski |
| 2006 | SGAI | An Agent-Based Approach to Non-Distributed and Distributed Clustering. | Ireneusz Czarnowski, Piotr Jedrzejowicz |
| 2005 | ICANN | An Agent-Based PLA for the Cascade Correlation Learning Architecture. | Ireneusz Czarnowski, Piotr Jedrzejowicz |
| 2005 | SGAI | An Agent-Based Approach to ANN Training. | Ireneusz Czarnowski, Piotr Jedrzejowicz |
| 2004 | ICAISC | Probability Distribution of Solution Time in ANN Training Using Population Learning Algorithm. | Ireneusz Czarnowski, Piotr Jedrzejowicz |
| 2003 | KES | Population-Based Approach to Multiprocessor Task Scheduling in Multistage Hybrid Flowshops. | Joanna Jedrzejowicz, Piotr Jedrzejowicz |
| 2003 | SGAI | An Approach to Instance Reduction in Supervised Learning. | Ireneusz Czarnowski, Piotr Jedrzejowicz |
| 2002 | HIS | Experimental Evaluation of the PLA-Based Permutation-Scheduling. | Joanna Jedrzejowicz, Piotr Jedrzejowicz |
| 1999 | PDPTA | Online Scheduling of the Multiple Variant Programs - Competitiveness Analysis. | Piotr Jedrzejowicz, I. Wierzbowsba |
| 1999 | SAFECOMP | Scheduling Fault-Tolerant Programs on Multiple Processors to Maximize Schedule Reliability. | Ireneusz Czarnowski, Piotr Jedrzejowicz, Ewa Ratajczak |
| 1993 | ISSRE | Testing and reliability of logic programs. | Alireza Azem, Fevzi Belli, Oliver Jack, Piotr Jedrzejowicz |
| 1991 | ISSRE | Comparative analysis of concurrent fault tolerance techniques for real-time applications. | Fevzi Belli, Piotr Jedrzejowicz |
| 1988 | GI | FEUEX - Ein Expertensystem zur Beratung ber Gefahrguttransport und fr den Feuerwehreinsatz. | Fevzi Belli, Hinrich E. G. Bonin, W. Filipowicz, Piotr Jedrzejowicz |