Piotr Jedrzejowicz

ORCID

Publication Activity (10 Years)

Years Active: 1987-2023
Publications (10 Years): 65

Top Venues

KES-IDT (1)

ICCCI (2)

KES

J. Intell. Fuzzy Syst.

Publications

Ewa Ratajczak-Ropel, Piotr Jedrzejowicz
Parallelized Population-Based Multi-Heuristic System with Reinforcement Learning for Solving Multi-Skill Resource-Constrained Project Scheduling Problem with Hierarchical Skills. FedCSIS (Communication Papers) (2023)
Joanna Jedrzejowicz, Piotr Jedrzejowicz
Mining Multiple Class Imbalanced Datasets Using a Specialized Balancing Algorithm and the Adaboost Technique. ICCCI (2023)
Joanna Jedrzejowicz, Piotr Jedrzejowicz
An Approach for Mining Imbalanced Datasets Combining Specialized Oversampling and Undersampling Methods. IEEE Access 11 (2023)
Piotr Jedrzejowicz, Izabela Wierzbowska
Mushroom Picking Framework with Cache Memories for Solving Job Shop Scheduling Problem. FedCSIS (Communication Papers) (2023)
Joanna Jedrzejowicz, Piotr Jedrzejowicz
Balancing Agents for Mining Imbalanced Multiclass Datasets - Performance Evaluation. ICCS (3) (2023)
Piotr Jedrzejowicz, Ewa Ratajczak-Ropel
A-Team Solving Multi-Skill Resource-Constrained Project Scheduling Problem. KES (2022)
Joanna Jedrzejowicz, Piotr Jedrzejowicz
Bicriteria Oversampling for Imbalanced Data Classification. KES (2022)
Piotr Jedrzejowicz
Oversampling for Mining Imbalanced Datasets: Taxonomy and Performance Evaluation. ICCCI (2022)
Joanna Jedrzejowicz, Piotr Jedrzejowicz
Collective of Base Classifiers for Mining Imbalanced Data. ICCS (1) (2022)
Piotr Jedrzejowicz, Izabela Wierzbowska
Implementation of the Mushroom Picking Framework for Solving Flexible Job Shop Scheduling Problems in Parallel. KES (2022)
Aleksander Skakovski, Piotr Jedrzejowicz
A Multisize no Migration Island-Based Differential Evolution Algorithm With Removal of Ineffective Islands. IEEE Access 10 (2022)
Piotr Jedrzejowicz, Izabela Wierzbowska
The Power of a Collective: Team of Agents Solving Instances of the Flow Shop and Job Shop Problems. ICCS (3) (2021)
Piotr Jedrzejowicz, Ewa Ratajczak-Ropel, Izabela Wierzbowska
A Population-Based Framework for Solving the Job Shop Scheduling Problem. ICCCI (2021)
Joanna Jedrzejowicz, Piotr Jedrzejowicz
GEP-based classifiers with drift-detection. Expert Syst. J. Knowl. Eng. 38 (7) (2021)
Joanna Jedrzejowicz, Piotr Jedrzejowicz
GEP-based classifier for mining imbalanced data. Expert Syst. Appl. 164 (2021)
Joanna Jedrzejowicz, Piotr Jedrzejowicz
Imbalanced Data Mining Using Oversampling and Cellular GEP Ensemble. ICCCI (2021)
Ireneusz Czarnowski, Piotr Jedrzejowicz
Supervised Classification Problems-Taxonomy of Dimensions and Notation for Problems Identification. IEEE Access 9 (2021)
Ireneusz Czarnowski, Joanna Jedrzejowicz, Piotr Jedrzejowicz
Designing RBFNs Structure Using Similarity-Based and Kernel-Based Fuzzy C-Means Clustering Algorithms. IEEE Access 9 (2021)
Joanna Jedrzejowicz, Piotr Jedrzejowicz
GEP-based classifier with drift detection for mining imbalanced data streams. KES (2020)
Piotr Jedrzejowicz, Izabela Wierzbowska
Parallelized Swarm Intelligence Approach for Solving TSP and JSSP Problems. Algorithms 13 (6) (2020)
Piotr Jedrzejowicz, Izabela Wierzbowska
Solving Job Shop Scheduling with Parallel Population-Based Optimization and Apache Spark. KES-IDT (2020)
Aleksander Skakovski, Piotr Jedrzejowicz
An island-based differential evolution algorithm with the multi-size populations. Expert Syst. Appl. 126 (2019)
Piotr Jedrzejowicz, Ewa Ratajczak-Ropel
A-Team Solving Distributed Resource-Constrained Multi-Project Scheduling Problem. Vietnam. J. Comput. Sci. 6 (4) (2019)
Piotr Jedrzejowicz, Izabela Wierzbowska
Apache Spark as a Tool for Parallel Population-Based Optimization. KES-IDT (1) (2019)
Ireneusz Czarnowski, Piotr Jedrzejowicz
An Approach to Imbalanced Data Classification Based on Instance Selection and Over-Sampling. ICCCI (1) (2019)
Piotr Jedrzejowicz, Ewa Ratajczak-Ropel
Experimental Evaluation of A-Teams Solving Resource Availability Cost Problem. KES-IDT (1) (2019)
Ireneusz Czarnowski, Piotr Jedrzejowicz
Data reduction and stacking for imbalanced data classification. J. Intell. Fuzzy Syst. 37 (6) (2019)
Joanna Jedrzejowicz, Piotr Jedrzejowicz, Izabela Wierzbowska
Implementing Gene Expression Programming in the Parallel Environment for Big Datasets' Classification. Vietnam. J. Comput. Sci. 6 (2) (2019)
Joanna Jedrzejowicz, Piotr Jedrzejowicz
Gene Expression Programming Classifier with Concept Drift Detection Based on Fisher Exact Test. KES-IDT (1) (2019)
Piotr Jedrzejowicz
Current Trends in the Population-Based Optimization. ICCCI (1) (2019)
Joanna Jedrzejowicz, Piotr Jedrzejowicz
Gene Expression Programming as a data classification tool. A review. J. Intell. Fuzzy Syst. 36 (1) (2019)
Piotr Jedrzejowicz, Ewa Ratajczak-Ropel
A-Team Solving Distributed Resource-Constrained Multi-project Scheduling Problem. ICCCI (2) (2018)
Ireneusz Czarnowski, Piotr Jedrzejowicz
Firefly Algorithm for the RBF Network Design. INISTA (2018)
Joanna Jedrzejowicz, Piotr Jedrzejowicz
GEP-Based Ensemble Classifier with Drift-Detection. SGAI Conf. (2018)
Ireneusz Czarnowski, Piotr Jedrzejowicz
Cluster-Based Instance Selection for the Imbalanced Data Classification. ICCCI (2) (2018)
Joanna Jedrzejowicz, Piotr Jedrzejowicz, Izabela Wierzbowska
Parallel GEP Ensemble for Classifying Big Datasets. ICCCI (2) (2018)
Joanna Jedrzejowicz, Piotr Jedrzejowicz
Incremental Gene Expression Programming Classifier with Metagenes and Data Reduction. Complex. 2018 (2018)
Ireneusz Czarnowski, Piotr Jedrzejowicz
An Approach to Data Reduction for Learning from Big Datasets: Integrating Stacking, Rotation, and Agent Population Learning Techniques. Complex. 2018 (2018)
Ireneusz Czarnowski, Piotr Jedrzejowicz, Kuo-Ming Chao, Tülay Yildirim
Overcoming "Big Data" Barriers in Machine Learning Techniques for the Real-Life Applications. Complex. 2018 (2018)
Piotr Jedrzejowicz, Tulay Yildirim, Ireneusz Czarnowski
Preface. INISTA (2017)
Ireneusz Czarnowski, Piotr Jedrzejowicz
Learning from examples with data reduction and stacked generalization. J. Intell. Fuzzy Syst. 32 (2) (2017)
Joanna Jedrzejowicz, Piotr Jedrzejowicz
Gene Expression Programming Ensemble for Classifying Big Datasets. ICCCI (2) (2017)
Joanna Jedrzejowicz, Piotr Jedrzejowicz
Incremetal GEP-Based Ensemble Classifier. KES-IDT (1) (2017)
Ireneusz Czarnowski, Piotr Jedrzejowicz
Stacking-Based Integrated Machine Learning with Data Reduction. KES-IDT (1) (2017)
Joanna Jedrzejowicz, Piotr Jedrzejowicz
An ensemble of the distance-based and Naive Bayes classifiers for the online classification with data reduction. J. Intell. Fuzzy Syst. 32 (2) (2017)
Ireneusz Czarnowski, Piotr Jedrzejowicz
Stacking and rotation-based technique for machine learning classification with data reduction. INISTA (2017)
Joanna Jedrzejowicz, Piotr Jedrzejowicz, Izabela Wierzbowska
Apache Spark Implementation of the Distance-Based Kernel-Based Fuzzy C-Means Clustering Classifier. KES-IDT (1) (2016)
Ireneusz Czarnowski, Piotr Jedrzejowicz
Kernel-Based Fuzzy C-Means Clustering Algorithm for RBF Network Initialization. KES-IDT (1) (2016)
Ireneusz Czarnowski, Piotr Jedrzejowicz
Agent-Based RBF Network Classifier with Feature Selection in a Kernel Space. Cybern. Syst. 47 (1-2) (2016)
Piotr Jedrzejowicz, Ewa Ratajczak-Ropel
PLA Based Strategy for Solving MRCPSP by a Team of Agents. KES-IDT (1) (2016)
Piotr Jedrzejowicz, Ewa Ratajczak-Ropel
PLA Based Strategy for Solving RCPSP by a Team of Agents. J. Univers. Comput. Sci. 22 (6) (2016)
Piotr Jedrzejowicz, Aleksander Skakovski
Properties of the Island-Based and Single Population Differential Evolution Algorithms Applied to Discrete-Continuous Scheduling. KES-IDT (1) (2016)
Ireneusz Czarnowski, Piotr Jedrzejowicz
An approach to machine classification based on stacked generalization and instance selection. SMC (2016)
Ireneusz Czarnowski, Joanna Jedrzejowicz, Piotr Jedrzejowicz
Bi-criteria Data Reduction for Instance-Based Classification. ICCCI (1) (2016)
Piotr Jedrzejowicz, Aleksander Skakovski
Improving Performance of the Differential Evolution Algorithm Using Cyclic Decloning and Changeable Population Size. J. Univers. Comput. Sci. 22 (6) (2016)
Piotr Jedrzejowicz, Ewa Ratajczak-Ropel
Dynamic Cooperative Interaction Strategy for Solving RCPSP by a Team of Agents. ICCCI (1) (2016)
Joanna Jedrzejowicz, Piotr Jedrzejowicz
Distance-based online classifiers. Expert Syst. Appl. 60 (2016)
Ireneusz Czarnowski, Piotr Jedrzejowicz
An Experimental Study of Scenarios for the Agent-Based RBF Network Design. KES-IDT (2015)
Piotr Jedrzejowicz, Ewa Ratajczak-Ropel
Reinforcement Learning Strategy for Solving the MRCPSP by a Team of Agents. KES-IDT (2015)
Ireneusz Czarnowski, Piotr Jedrzejowicz
Ensemble Online Classifier Based on the One-Class Base Classifiers for Mining Data Streams. Cybern. Syst. 46 (1-2) (2015)
Piotr Jedrzejowicz, Ngoc Thanh Nguyen, Tzung-Pei Hong, Ireneusz Czarnowski
Preface. CYBCONF (2015)
Ireneusz Czarnowski, Piotr Jedrzejowicz
Cluster-Dependent Feature Selection for the RBF Networks. ICCCI (2) (2015)
Ireneusz Czarnowski, Piotr Jedrzejowicz
Cluster-dependent rotation-based feature selection for the RBF networks initialization. CYBCONF (2015)
Joanna Jedrzejowicz, Piotr Jedrzejowicz
A Hybrid Distance-Based and Naive Bayes Online Classifier. ICCCI (2) (2015)
Joanna Jedrzejowicz, Piotr Jedrzejowicz
Distance-Based Ensemble Online Classifier with Kernel Clustering. KES-IDT (2015)
Ireneusz Czarnowski, Piotr Jedrzejowicz
Ensemble Classifier for Mining Data Streams. KES (2014)
Piotr Jedrzejowicz, Aleksander Skakovski
Island-based Differential Evolution Algorithm for the Discrete-continuous Scheduling with Continuous Resource Discretisation. KES (2014)
Ireneusz Czarnowski, Piotr Jedrzejowicz
An Approach to RBF Initialization with Feature Selection. IEEE Conf. on Intelligent Systems (1) (2014)
Ireneusz Czarnowski, Piotr Jedrzejowicz
Online Learning Based on Prototypes. ACIIDS (2) (2014)
Joanna Jedrzejowicz, Piotr Jedrzejowicz
A Family of the Online Distance-Based Classifiers. ACIIDS (2) (2014)
Piotr Jedrzejowicz, Ewa Ratajczak-Ropel
Reinforcement Learning Strategy for Solving the Resource-Constrained Project Scheduling Problem by a Team of A-Teams. ACIIDS (2) (2014)
Ireneusz Czarnowski, Piotr Jedrzejowicz
Designing RBF Networks Using the Agent-Based Population Learning Algorithm. New Gener. Comput. 32 (3-4) (2014)
Piotr Jedrzejowicz, Ewa Ratajczak-Ropel
Reinforcement Learning strategies for A-Team solving the Resource-Constrained Project Scheduling Problem. Neurocomputing 146 (2014)
Ireneusz Czarnowski, Piotr Jedrzejowicz
Agent-Based Data Reduction Using Ensemble Technique. ICCCI (2013)
Ireneusz Czarnowski, Piotr Jedrzejowicz
Agent-Based Population Learning Algorithm for RBF Network Tuning. ICAISC (1) (2013)
Ireneusz Czarnowski, Piotr Jedrzejowicz
Agent-Based Approach to the Design of RBF Networks. Cybern. Syst. 44 (2-3) (2013)
Joanna Jedrzejowicz, Piotr Jedrzejowicz
Combining expression trees. CYBCONF (2013)
Piotr Jedrzejowicz, Ewa Ratajczak-Ropel
Reinforcement Learning Strategy for A-Team Solving the Resource-Constrained Project Scheduling Problem. ICCCI (2013)
Ireneusz Czarnowski, Piotr Jedrzejowicz
Consensus-based cluster merging for the prototype selection. CYBCONF (2013)
Piotr Jedrzejowicz, Aleksander Skakovski
Population learning with differential evolution for the discrete-continuous scheduling with continuous resource discretisation. CYBCONF (2013)
Joanna Jedrzejowicz, Piotr Jedrzejowicz
Online Classifiers Based on Fuzzy C-means Clustering. ICCCI (2013)
Piotr Jedrzejowicz, Ewa Ratajczak-Ropel
Team of A-Teams for Solving the Resource-Constrained Project Scheduling Problem. KES (2012)
Ngoc Thanh Nguyen, Piotr Jedrzejowicz, Geuk Lee
Special issue on intelligent and autonomous systems. Neurocomputing 88 (2012)
Ireneusz Czarnowski, Piotr Jedrzejowicz
Agent-Based Approach to RBF Network Training with Floating Centroids. ICCCI (2) (2012)
Ireneusz Czarnowski, Piotr Jedrzejowicz
An Approach to Cluster Initialization for RBF Networks. KES (2012)
Joanna Jedrzejowicz, Piotr Jedrzejowicz
Combined classifier constructed from the reduced dataset obtained using fuzzy C-means and differential evolution algorithms. KES (2012)
Piotr Jedrzejowicz, Izabela Wierzbowska
Study of the Migration Scheme Influence on Performance of A-Teams Solving the Job Shop Scheduling Problem. ICCCI (2) (2012)
Ireneusz Czarnowski, Piotr Jedrzejowicz
Selecting a Representative Data Set of the Required Size Using the Agent-Based Population Learning Algorithm. Cybern. Syst. 43 (4) (2012)
Piotr Jedrzejowicz, Izabela Wierzbowska
Impact of Migration Topologies on Performance of Teams of A-Teams. KES (2012)
Piotr Jedrzejowicz, Ewa Ratajczak-Ropel
A-Team for Solving the Resource Availability Cost Problem. ICCCI (2) (2012)
Piotr Jedrzejowicz, Ewa Ratajczak-Ropel
Double-Action Agents Solving the MRCPSP/Max Problem. ICCCI (2) (2011)
Ireneusz Czarnowski, Piotr Jedrzejowicz
Experimental Evaluation of the Agent-Based Population Learning Algorithm for the Cluster-Based Instance Selection. ICCCI (2) (2011)
Joanna Jedrzejowicz, Piotr Jedrzejowicz
Rotation Forest with GEP-Induced Expression Trees. KES-AMSTA (2011)
Ireneusz Czarnowski, Piotr Jedrzejowicz
A consensus-based approach to the distributed learning. SMC (2011)
Dariusz Barbucha, Ireneusz Czarnowski, Piotr Jedrzejowicz, Ewa Ratajczak-Ropel, Izabela Wierzbowska
Parallel Cooperating A-Teams. ICCCI (2) (2011)
Ireneusz Czarnowski, Piotr Jedrzejowicz
Application of agent-based simulated annealing and tabu search procedures to solving the data reduction problem. Int. J. Appl. Math. Comput. Sci. 21 (1) (2011)
Joanna Jedrzejowicz, Piotr Jedrzejowicz
Experimental evaluation of two new GEP-based ensemble classifiers. Expert Syst. Appl. 38 (9) (2011)
Piotr Jedrzejowicz, Ewa Ratajczak-Ropel
A-Team for Solving MRCPSP/max Problem. KES-AMSTA (2011)
Edward Szczerbicki, Piotr Jedrzejowicz, Ngoc Thanh Nguyen
Guest Editorial: Knowledge Processing Methodologies in Intelligent Autonomous Systems. Cybern. Syst. 42 (5) (2011)
Piotr Jedrzejowicz
Machine Learning and Agents. KES-AMSTA (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Piotr Jedrzejowicz