Ireneusz Czarnowski

According to our database, Ireneusz Czarnowski authored at least 95 papers between 1999 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A framework for damage detection in AIS data based on clustering and multi-label classification.

Marta Szarmach, Ireneusz Czarnowski

J. Comput. Sci., 2024

Reward-Based Hybrid Genetic Algorithm for Solving the Class Scheduling Problem.

Kamil Pieper, Bartosz Roczniok, Ireneusz Czarnowski

Proceedings of the Computational Collective Intelligence - 16th International Conference, 2024

2023

An application for collecting and mining reports referring vulnerabilities and exposures in physical systems: A comparative study of selected clustering methods.

Krzysztof Sadowski, Pawel Wolski, Ireneusz Czarnowski

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023

Agent-based population learning algorithm for over-sampling in the classification of imbalanced data streams.

Ireneusz Czarnowski

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023

Learning from Imbalanced Data Streams Using Rotation-Based Ensemble Classifiers.

Ireneusz Czarnowski

Proceedings of the Computational Collective Intelligence - 15th International Conference, 2023

Decision Tree-Based Algorithms for Detection of Damage in AIS Data.

Marta Szarmach, Ireneusz Czarnowski

Proceedings of the Computational Science - ICCS 2023, 2023

2022

Weighted Ensemble with one-class Classification and Over-sampling and Instance selection (WECOI): An approach for learning from imbalanced data streams.

Ireneusz Czarnowski

J. Comput. Sci., 2022

Multi-Label Classification for AIS Data Anomaly Detection Using Wavelet Transform.

Marta Szarmach, Ireneusz Czarnowski

IEEE Access, 2022

Using the AHP Method to Select an Electronic Documentation Management System for Polish Municipalities.

Oskar Sek, Ireneusz Czarnowski

Proceedings of the Intelligent Decision Technologies, 2022

Application of Analytic Hierarchy Process in Selecting a State-Made Electronic Documentation Management System for Polish Municipalities.

Oskar Sek, Ireneusz Czarnowski

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES-2022, 2022

A framework for the clustering and categorization of CISA reports.

Ireneusz Czarnowski

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES-2022, 2022

Impact of Clustering on a Synthetic Instance Generation in Imbalanced Data Streams Classification.

Ireneusz Czarnowski, Denis Mayr Lima Martins

Proceedings of the Computational Science - ICCS 2022, 2022

2021

Impact of Distance Measures on the Performance of AIS Data Clustering.

Marta Mieczynska, Ireneusz Czarnowski

Comput. Syst. Sci. Eng., 2021

Designing RBFNs Structure Using Similarity-Based and Kernel-Based Fuzzy C-Means Clustering Algorithms.

Ireneusz Czarnowski, Joanna Jedrzejowicz, Piotr Jedrzejowicz

IEEE Access, 2021

Supervised Classification Problems-Taxonomy of Dimensions and Notation for Problems Identification.

Ireneusz Czarnowski, Piotr Jedrzejowicz

IEEE Access, 2021

Impact of the Time Window Length on the Ship Trajectory Reconstruction Based on AIS Data Clustering.

Marta Mieczynska, Ireneusz Czarnowski

Proceedings of the Intelligent Decision Technologies, 2021

DBSCAN algorithm for AIS data reconstruction.

Marta Mieczynska, Ireneusz Czarnowski

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, 2021

Firefly algorithm for instance selection.

Ireneusz Czarnowski

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, 2021

Learning from Imbalanced Data Using Over-Sampling and the Firefly Algorithm.

Ireneusz Czarnowski

Proceedings of the Computational Collective Intelligence - 13th International Conference, 2021

Learning from Imbalanced Data Streams Based on Over-Sampling and Instance Selection.

Ireneusz Czarnowski

Proceedings of the Computational Science - ICCS 2021, 2021

2020

A Novel Framework for Decision Support System in Human Resource Management.

Ireneusz Czarnowski, Piotr Pszczólkowski

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 24th International Conference KES-2020, 2020

2019

Data reduction and stacking for imbalanced data classification.

Ireneusz Czarnowski, Piotr Jedrzejowicz

J. Intell. Fuzzy Syst., 2019

An Approach to Imbalanced Data Classification Based on Instance Selection and Over-Sampling.

Ireneusz Czarnowski, Piotr Jedrzejowicz

Proceedings of the Computational Collective Intelligence - 11th International Conference, 2019

2018

Overcoming "Big Data" Barriers in Machine Learning Techniques for the Real-Life Applications.

Ireneusz Czarnowski, Piotr Jedrzejowicz, Kuo-Ming Chao, Tülay Yildirim

Complex., 2018

An Approach to Data Reduction for Learning from Big Datasets: Integrating Stacking, Rotation, and Agent Population Learning Techniques.

Ireneusz Czarnowski, Piotr Jedrzejowicz

Complex., 2018

Firefly Algorithm for the RBF Network Design.

Ireneusz Czarnowski, Piotr Jedrzejowicz

Proceedings of the 2018 Innovations in Intelligent Systems and Applications, 2018

Cluster-Based Instance Selection for the Imbalanced Data Classification.

Ireneusz Czarnowski, Piotr Jedrzejowicz

Proceedings of the Computational Collective Intelligence - 10th International Conference, 2018

2017

Learning from examples with data reduction and stacked generalization.

Ireneusz Czarnowski, Piotr Jedrzejowicz

J. Intell. Fuzzy Syst., 2017

Stacking-Based Integrated Machine Learning with Data Reduction.

Ireneusz Czarnowski, Piotr Jedrzejowicz

Proceedings of the Intelligent Decision Technologies 2017 - Proceedings of the 9th KES International Conference on Intelligent Decision Technologies (KES-IDT 2017), 2017

Preface.

Piotr Jedrzejowicz, Tulay Yildirim, Ireneusz Czarnowski

Proceedings of the IEEE International Conference on INnovations in Intelligent SysTems and Applications, 2017

Stacking and rotation-based technique for machine learning classification with data reduction.

Ireneusz Czarnowski, Piotr Jedrzejowicz

Proceedings of the IEEE International Conference on INnovations in Intelligent SysTems and Applications, 2017

2016

Computational Intelligence Tools for Processing Collective Data.

Ngoc Thanh Nguyen, Ireneusz Czarnowski, Dosam Hwang

J. Univers. Comput. Sci., 2016

Agent-Based RBF Network Classifier with Feature Selection in a Kernel Space.

Ireneusz Czarnowski, Piotr Jedrzejowicz

Cybern. Syst., 2016

An approach to machine classification based on stacked generalization and instance selection.

Ireneusz Czarnowski, Piotr Jedrzejowicz

Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

Kernel-Based Fuzzy C-Means Clustering Algorithm for RBF Network Initialization.

Ireneusz Czarnowski, Piotr Jedrzejowicz

Proceedings of the Intelligent Decision Technologies 2016 - Proceedings of the 8th KES International Conference on Intelligent Decision Technologies (KES-IDT 2016), 2016

Bi-criteria Data Reduction for Instance-Based Classification.

Ireneusz Czarnowski, Joanna Jedrzejowicz, Piotr Jedrzejowicz

Proceedings of the Computational Collective Intelligence - 8th International Conference, 2016

2015

Ensemble Online Classifier Based on the One-Class Base Classifiers for Mining Data Streams.

Ireneusz Czarnowski, Piotr Jedrzejowicz

Cybern. Syst., 2015

An Experimental Study of Scenarios for the Agent-Based RBF Network Design.

Ireneusz Czarnowski, Piotr Jedrzejowicz

Proceedings of the Intelligent Decision Technologies, 2015

Cluster-Dependent Feature Selection for the RBF Networks.

Ireneusz Czarnowski, Piotr Jedrzejowicz

Proceedings of the Computational Collective Intelligence - 7th International Conference, 2015

Preface.

Piotr Jedrzejowicz, Ngoc Thanh Nguyen, Tzung-Pei Hong, Ireneusz Czarnowski

Proceedings of the 2nd IEEE International Conference on Cybernetics, 2015

Cluster-dependent rotation-based feature selection for the RBF networks initialization.

Ireneusz Czarnowski, Piotr Jedrzejowicz

Proceedings of the 2nd IEEE International Conference on Cybernetics, 2015

2014

Designing RBF Networks Using the Agent-Based Population Learning Algorithm.

Ireneusz Czarnowski, Piotr Jedrzejowicz

New Gener. Comput., 2014

Ensemble Classifier for Mining Data Streams.

Ireneusz Czarnowski, Piotr Jedrzejowicz

Proceedings of the 18th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2014

An Approach to RBF Initialization with Feature Selection.

Ireneusz Czarnowski, Piotr Jedrzejowicz

Proceedings of the Intelligent Systems'2014, 2014

Online Learning Based on Prototypes.

Ireneusz Czarnowski, Piotr Jedrzejowicz

Proceedings of the Intelligent Information and Database Systems - 6th Asian Conference, 2014

2013

Machine Learning and Multiagent Systems as Interrelated Technologies.

Ireneusz Czarnowski, Piotr Jedrzejowicz

Proceedings of the Agent-Based Optimization, 2013

Team of A-Teams - A Study of the Cooperation between Program Agents Solving Difficult Optimization Problems.

Dariusz Barbucha, Ireneusz Czarnowski, Piotr Jedrzejowicz, Ewa Ratajczak-Ropel, Izabela Wierzbowska

Proceedings of the Agent-Based Optimization, 2013

Agent-Based Approach to the Design of RBF Networks.

Ireneusz Czarnowski, Piotr Jedrzejowicz

Cybern. Syst., 2013

Agent-Based Data Reduction Using Ensemble Technique.

Ireneusz Czarnowski, Piotr Jedrzejowicz

Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2013

Agent-Based Population Learning Algorithm for RBF Network Tuning.

Ireneusz Czarnowski, Piotr Jedrzejowicz

Proceedings of the Artificial Intelligence and Soft Computing, 2013

Consensus-based cluster merging for the prototype selection.

Ireneusz Czarnowski, Piotr Jedrzejowicz

Proceedings of the 2013 IEEE International Conference on Cybernetics, 2013

2012

Cluster-based instance selection for machine classification.

Ireneusz Czarnowski

Knowl. Inf. Syst., 2012

Selecting a Representative Data Set of the Required Size Using the Agent-Based Population Learning Algorithm.

Ireneusz Czarnowski, Piotr Jedrzejowicz

Cybern. Syst., 2012

An Approach to Cluster Initialization for RBF Networks.

Ireneusz Czarnowski, Piotr Jedrzejowicz

Proceedings of the Advances in Knowledge-Based and Intelligent Information and Engineering Systems, 2012

Agent-Based Approach to RBF Network Training with Floating Centroids.

Ireneusz Czarnowski, Piotr Jedrzejowicz

Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2012

2011

Distributed Learning with Data Reduction.

Ireneusz Czarnowski

Trans. Comput. Collect. Intell., 2011

An agent-based framework for distributed learning.

Ireneusz Czarnowski, Piotr Jedrzejowicz

Eng. Appl. Artif. Intell., 2011

Population-Based Multi-Agent Approach to Solving Machine Learning Problems.

Ireneusz Czarnowski, Piotr Jedrzejowicz

Cybern. Syst., 2011

Application of agent-based simulated annealing and tabu search procedures to solving the data reduction problem.

Ireneusz Czarnowski, Piotr Jedrzejowicz

Int. J. Appl. Math. Comput. Sci., 2011

A consensus-based approach to the distributed learning.

Ireneusz Czarnowski, Piotr Jedrzejowicz

Proceedings of the IEEE International Conference on Systems, 2011

A New Cluster-based Instance Selection Algorithm.

Ireneusz Czarnowski, Piotr Jedrzejowicz

Proceedings of the Agent and Multi-Agent Systems: Technologies and Applications, 2011

Experimental Evaluation of the Agent-Based Population Learning Algorithm for the Cluster-Based Instance Selection.

Ireneusz Czarnowski, Piotr Jedrzejowicz

Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2011

Parallel Cooperating A-Teams.

Dariusz Barbucha, Ireneusz Czarnowski, Piotr Jedrzejowicz, Ewa Ratajczak-Ropel, Izabela Wierzbowska

Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2011

2010

Influence of the Working Strategy on A-Team Performance.

Dariusz Barbucha, Ireneusz Czarnowski, Piotr Jedrzejowicz, Ewa Ratajczak-Ropel, Izabela Wierzbowska

Proceedings of the Smart Information and Knowledge Management: Advances, 2010

JABAT Middleware as a Tool for Solving Optimization Problems.

Dariusz Barbucha, Ireneusz Czarnowski, Piotr Jedrzejowicz, Ewa Ratajczak-Ropel, Izabela Wierzbowska

Trans. Comput. Collect. Intell., 2010

Prototype selection algorithms for distributed learning.

Ireneusz Czarnowski

Pattern Recognit., 2010

An Approach to Data Reduction and Integrated Machine Classification.

Ireneusz Czarnowski, Piotr Jedrzejowicz

New Gener. Comput., 2010

Implementation and performance evaluation of the agent-based algorithm for ANN training.

Ireneusz Czarnowski, Piotr Jedrzejowicz

Int. J. Knowl. Based Intell. Eng. Syst., 2010

An A-Team approach to learning classifiers from distributed data sources.

Ireneusz Czarnowski, Piotr Jedrzejowicz, Izabela Wierzbowska

Int. J. Intell. Inf. Database Syst., 2010

An Agent-Based Simulated Annealing Algorithm for Data Reduction.

Ireneusz Czarnowski, Piotr Jedrzejowicz

Proceedings of the Agent and Multi-Agent Systems: Technologies and Applications, 2010

Cluster Integration for the Cluster-Based Instance Selection.

Ireneusz Czarnowski, Piotr Jedrzejowicz

Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2010

2009

e-JABAT - An Implementation of the Web-Based A-Team.

Dariusz Barbucha, Ireneusz Czarnowski, Piotr Jedrzejowicz, Ewa Ratajczak-Ropel, Izabela Wierzbowska

Proceedings of the Intelligent Agents in the Evolution of Web and Applications, 2009

Agent-Based Non-distributed and Distributed Clustering.

Ireneusz Czarnowski, Piotr Jedrzejowicz

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2009

A-Team Middleware on a Cluster.

Ireneusz Czarnowski, Piotr Jedrzejowicz, Izabela Wierzbowska

Proceedings of the Agent and Multi-Agent Systems: Technologies and Applications, 2009

Distributed Data Reduction through Agent Collaboration.

Ireneusz Czarnowski

Proceedings of the Agent and Multi-Agent Systems: Technologies and Applications, 2009

A Comparison Study of Strategies for Combining Classifiers from Distributed Data Sources.

Ireneusz Czarnowski, Piotr Jedrzejowicz

Proceedings of the Adaptive and Natural Computing Algorithms, 9th International Conference, 2009

Distributed Learning Algorithm based on Data Reduction.

Ireneusz Czarnowski, Piotr Jedrzejowicz

Proceedings of the ICAART 2009 - Proceedings of the International Conference on Agents and Artificial Intelligence, Porto, Portugal, January 19, 2009

2008

Data Reduction Algorithm for Machine Learning and Data Mining.

Ireneusz Czarnowski, Piotr Jedrzejowicz

Proceedings of the New Frontiers in Applied Artificial Intelligence, 2008

Web Accessible A-Team Middleware.

Dariusz Barbucha, Ireneusz Czarnowski, Piotr Jedrzejowicz, Ewa Ratajczak-Ropel, Izabela Wierzbowska

Proceedings of the Computational Science, 2008

A Framework for Adaptive and Integrated Classification.

Ireneusz Czarnowski, Piotr Jedrzejowicz

Proceedings of the Artificial Intelligence and Soft Computing, 2008

2007

An Agent-Based Algorithm for Data Reduction.

Ireneusz Czarnowski, Piotr Jedrzejowicz

Proceedings of the Research and Development in Intelligent Systems XXIV, 2007

An Agent-Based Approach to the Multiple-Objective Selection of Reference Vectors.

Ireneusz Czarnowski, Piotr Jedrzejowicz

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2007

2006

Instance reduction approach to machine learning and multi-database mining.

Ireneusz Czarnowski, Piotr Jedrzejowicz

Ann. UMCS Informatica, 2006

An agent-based approach to ANN training.

Ireneusz Czarnowski, Piotr Jedrzejowicz

Knowl. Based Syst., 2006

An Agent-Based Approach to Non-Distributed and Distributed Clustering.

Ireneusz Czarnowski, Piotr Jedrzejowicz

Proceedings of the Research and Development in Intelligent Systems XXIII, 2006

JADE-Based A-Team as a Tool for Implementing Population-Based Algorithms.

Dariusz Barbucha, Ireneusz Czarnowski, Piotr Jedrzejowicz, Ewa Ratajczak, Izabela Wierzbowska

Proceedings of the Sixth International Conference on Intelligent Systems Design and Applications (ISDA 2006), 2006

2005

Family of Instance Reduction Algorithms Versus Other Approaches.

Ireneusz Czarnowski, Piotr Jedrzejowicz

Proceedings of the Intelligent Information Processing and Web Mining, 2005

An Agent-Based PLA for the Cascade Correlation Learning Architecture.

Ireneusz Czarnowski, Piotr Jedrzejowicz

Proceedings of the Artificial Neural Networks: Formal Models and Their Applications, 2005

2004

Probability Distribution of Solution Time in ANN Training Using Population Learning Algorithm.

Ireneusz Czarnowski, Piotr Jedrzejowicz

Proceedings of the Artificial Intelligence and Soft Computing, 2004

2003

An Approach to Instance Reduction in Supervised Learning.

Ireneusz Czarnowski, Piotr Jedrzejowicz

Proceedings of the Research and Development in Intelligent Systems XX, 2003

An Instance Reduction Algorithm for Supervised Learning.

Ireneusz Czarnowski, Piotr Jedrzejowicz

Proceedings of the Intelligent Information Processing and Web Mining, 2003

2001

Evolution-based scheduling of multiple variant and multiple processor programs.

Piotr Jedrzejowicz, Ireneusz Czarnowski, Aleksander Skakovski, Henryk Szreder

Future Gener. Comput. Syst., 2001

2000

Artifical Neural Network for Multiprocessor Tasks Scheduling.

Ireneusz Czarnowski, Piotr Jedrzejowicz

Proceedings of the Intelligent Information Systems, 2000

1999

Scheduling Fault-Tolerant Programs on Multiple Processors to Maximize Schedule Reliability.

Ireneusz Czarnowski, Piotr Jedrzejowicz, Ewa Ratajczak

Proceedings of the Computer Safety, 1999

Evolution-Based Scheduling of Fault-Tolerant Programs on Multiple Processors.

Piotr Jedrzejowicz, Ireneusz Czarnowski, Henryk Szreder, Aleksander Skakovski

Proceedings of the Parallel and Distributed Processing, 1999