Ireneusz Czarnowski

124 papers B 23C 5Misc 2Journal 30Unranked 48
YearRankTypeTitle / Venue / Authors
2026 J jnl
Autonomous Systems With State Self-Assessment and Functional Awareness Simulation.
IEEE Access
Maciej Majewski, Wojciech Kacalak, Zbigniew Budniak, Ireneusz Czarnowski
2025 B conf
A Comparative Study of Oversampling Techniques for Imbalanced Network Attack Detection.
KES
Veronika Hordieieva, Ireneusz Czarnowski, Piotr Jedrzejowicz
2025 B conf
A data-driven approach for reconstruction of damaged AIS messages.
KES
Marta Szarmach, Ireneusz Czarnowski
2025 B conf
Comparison of CNN architectures for INTERCO.
KES
Juliusz Losinski, Ireneusz Czarnowski
2025 — conf
Estimating the value of commercial real estate using machine learning approaches.
ISD
Ireneusz Czarnowski
2025 — conf
Imbalanced Data Problem in INTERCO Detection.
ICCCI (2)
Juliusz Losinski, Ireneusz Czarnowski
2025 — ed.
Intelligent Decision Technologies - Proceedings of the 16th KES-IDT 2024 Conference, Madeira, Portugal, 19-21 June 2024
KES-IDT
Ireneusz Czarnowski, Robert J. Howlett, Lakhmi C. Jain
2025 B conf
Selected approaches to handling class-imbalanced data in the context of network and network services security.
KES
Mateusz Dampc, Ireneusz Czarnowski
2025 — conf
Smart Factory Humanoid Robots with Cognitive Architectures for Human-Inspired Tasks.
EUROCON
Maciej Majewski, Ireneusz Czarnowski
2024 J jnl
A framework for damage detection in AIS data based on clustering and multi-label classification.
J. Comput. Sci.
Marta Szarmach, Ireneusz Czarnowski
2024 B conf
An implementation of the YOLO algorithm for the recognition of flags of the International Code of Signals.
KES
Jakub Krajewski, Ireneusz Czarnowski
2024 — conf
Convergence Analysis of the Population Learning Algorithm.
KES-IDT
Ireneusz Czarnowski
2024 — conf
Reward-Based Hybrid Genetic Algorithm for Solving the Class Scheduling Problem.
ICCCI (1)
Kamil Pieper, Bartosz Roczniok, Ireneusz Czarnowski
2024 B conf
VAR vs XGBoost: Performance of both models in AIS data reconstruction.
KES
Marta Szarmach, Ireneusz Czarnowski
2023 B conf
Agent-based population learning algorithm for over-sampling in the classification of imbalanced data streams.
KES
Ireneusz Czarnowski
2023 B conf
An application for collecting and mining reports referring vulnerabilities and exposures in physical systems: A comparative study of selected clustering methods.
KES
Krzysztof Sadowski, Pawel Wolski, Ireneusz Czarnowski
2023 — conf
Decision Tree-Based Algorithms for Detection of Damage in AIS Data.
ICCS (3)
Marta Szarmach, Ireneusz Czarnowski
2023 — conf
Decision-Making Model for Updating Geographical Information Systems for Polish Municipalities Using the Fuzzy TOPSIS Method.
KES-IDT
Oskar Sek, Ireneusz Czarnowski
2023 — ed.
Intelligent Decision Technologies - Proceedings of the 15th KES-IDT 2023 Conference, Rome, Italy, 14-16 June 2023
KES-IDT
Ireneusz Czarnowski, Robert J. Howlett, Lakhmi C. Jain
2023 B conf
Learning from Imbalanced Data Streams Using Rotation-Based Ensemble Classifiers.
ICCCI
Ireneusz Czarnowski
2022 B conf
A framework for the clustering and categorization of CISA reports.
KES
Ireneusz Czarnowski
2022 B conf
Application of Analytic Hierarchy Process in Selecting a State-Made Electronic Documentation Management System for Polish Municipalities.
KES
Oskar Sek, Ireneusz Czarnowski
2022 — conf
Impact of Clustering on a Synthetic Instance Generation in Imbalanced Data Streams Classification.
ICCS (1)
Ireneusz Czarnowski, Denis Mayr Lima Martins
2022 — ed.
Intelligent Decision Technologies - Proceedings of the 14th KES-IDT 2022 Conference, Virtual Event / Rhodes, Greece, June 20-22, 2022
KES-IDT
Ireneusz Czarnowski, Robert J. Howlett, Lakhmi C. Jain
2022 J jnl
Multi-Label Classification for AIS Data Anomaly Detection Using Wavelet Transform.
IEEE Access
Marta Szarmach, Ireneusz Czarnowski
2022 — conf
Using the AHP Method to Select an Electronic Documentation Management System for Polish Municipalities.
KES-IDT
Oskar Sek, Ireneusz Czarnowski
2022 J jnl
Weighted Ensemble with one-class Classification and Over-sampling and Instance selection (WECOI): An approach for learning from imbalanced data streams.
J. Comput. Sci.
Ireneusz Czarnowski
2021 B conf
DBSCAN algorithm for AIS data reconstruction.
KES
Marta Mieczynska, Ireneusz Czarnowski
2021 J jnl
Designing RBFNs Structure Using Similarity-Based and Kernel-Based Fuzzy C-Means Clustering Algorithms.
IEEE Access
Ireneusz Czarnowski, Joanna Jedrzejowicz, Piotr Jedrzejowicz
2021 B conf
Firefly algorithm for instance selection.
KES
Ireneusz Czarnowski
2021 J jnl
Impact of Distance Measures on the Performance of AIS Data Clustering.
Comput. Syst. Sci. Eng.
Marta Mieczynska, Ireneusz Czarnowski
2021 — conf
Impact of the Time Window Length on the Ship Trajectory Reconstruction Based on AIS Data Clustering.
KES-IDT
Marta Mieczynska, Ireneusz Czarnowski
2021 — ed.
Intelligent Decision Technologies - Proceedings of the 13th KES-IDT 2021 Conference, Virtual Event, June 14-16, 2021.
KES-IDT
Ireneusz Czarnowski, Robert J. Howlett, Lakhmi C. Jain
2021 — conf
Learning from Imbalanced Data Streams Based on Over-Sampling and Instance Selection.
ICCS (3)
Ireneusz Czarnowski
2021 B conf
Learning from Imbalanced Data Using Over-Sampling and the Firefly Algorithm.
ICCCI
Ireneusz Czarnowski
2021 J jnl
Supervised Classification Problems-Taxonomy of Dimensions and Notation for Problems Identification.
IEEE Access
Ireneusz Czarnowski, Piotr Jedrzejowicz
2020 B conf
A Novel Framework for Decision Support System in Human Resource Management.
KES
Ireneusz Czarnowski, Piotr Pszczólkowski
2020 — ed.
Intelligent Decision Technologies - Proceedings of the 12th KES International Conference on Intelligent Decision Technologies (KES-IDT 2020), Split, Croatia, 17-19 June, 2020
KES-IDT
Ireneusz Czarnowski, Robert J. Howlett, Lakhmi C. Jain
2020 — ed.
Intelligent Decision Technologies 2019 - Proceedings of the 11th KES International Conference on Intelligent Decision Technologies (KES-IDT 2019), Volume 1, Malta, June 17-19, 2019.
KES-IDT (1)
Ireneusz Czarnowski, Robert J. Howlett, Lakhmi C. Jain
2019 — conf
An Approach to Imbalanced Data Classification Based on Instance Selection and Over-Sampling.
ICCCI (1)
Ireneusz Czarnowski, Piotr Jedrzejowicz
2019 J jnl
Data reduction and stacking for imbalanced data classification.
J. Intell. Fuzzy Syst.
Ireneusz Czarnowski, Piotr Jedrzejowicz
2019 — ed.
Intelligent Decision Technologies 2018 - Proceedings of the 10th KES International Conference on Intelligent Decision Technologies (KES-IDT 2018), Gold Coast, Queensland, Australia, June 20-22, 2018.
KES-IDT
Ireneusz Czarnowski, Robert J. Howlett, Lakhmi C. Jain, Ljubo Vlacic
2019 — ed.
Intelligent Decision Technologies 2019 - Proceedings of the 11th KES International Conference on Intelligent Decision Technologies (KES-IDT 2019), Volume 2, Malta, June 17-19, 2019.
KES-IDT (2)
Ireneusz Czarnowski, Robert J. Howlett, Lakhmi C. Jain
2018 J jnl
An Approach to Data Reduction for Learning from Big Datasets: Integrating Stacking, Rotation, and Agent Population Learning Techniques.
Complex.
Ireneusz Czarnowski, Piotr Jedrzejowicz
2018 — conf
Cluster-Based Instance Selection for the Imbalanced Data Classification.
ICCCI (2)
Ireneusz Czarnowski, Piotr Jedrzejowicz
2018 C conf
Firefly Algorithm for the RBF Network Design.
INISTA
Ireneusz Czarnowski, Piotr Jedrzejowicz
2018 — ed.
Intelligent Decision Technologies 2017 - Proceedings of the 9th KES International Conference on Intelligent Decision Technologies (KES-IDT 2017) - Part I, Algarve, Portugal, June 21-23, 2017.
KES-IDT (1)
Ireneusz Czarnowski, Robert J. Howlett, Lakhmi C. Jain
2018 — ed.
Intelligent Decision Technologies 2017 - Proceedings of the 9th KES International Conference on Intelligent Decision Technologies (KES-IDT 2017) - Part II, Algarve, Portugal, June 21-23, 2017.
KES-IDT (2)
Ireneusz Czarnowski, Robert J. Howlett, Lakhmi C. Jain
2018 J jnl
Overcoming "Big Data" Barriers in Machine Learning Techniques for the Real-Life Applications.
Complex.
Ireneusz Czarnowski, Piotr Jedrzejowicz, Kuo-Ming Chao, Tülay Yildirim
2017 C ed.
IEEE International Conference on INnovations in Intelligent SysTems and Applications, INISTA 2017, Gdynia, Poland, July 3-5, 2017
INISTA
Piotr Jedrzejowicz, Tülay Yildirim, Ireneusz Czarnowski
2017 J jnl
Learning from examples with data reduction and stacked generalization.
J. Intell. Fuzzy Syst.
Ireneusz Czarnowski, Piotr Jedrzejowicz
2017 C conf
Preface.
INISTA
Piotr Jedrzejowicz, Tulay Yildirim, Ireneusz Czarnowski
2017 C conf
Stacking and rotation-based technique for machine learning classification with data reduction.
INISTA
Ireneusz Czarnowski, Piotr Jedrzejowicz
2017 — conf
Stacking-Based Integrated Machine Learning with Data Reduction.
KES-IDT (1)
Ireneusz Czarnowski, Piotr Jedrzejowicz
2016 J jnl
Agent-Based RBF Network Classifier with Feature Selection in a Kernel Space.
Cybern. Syst.
Ireneusz Czarnowski, Piotr Jedrzejowicz
2016 B conf
An approach to machine classification based on stacked generalization and instance selection.
SMC
Ireneusz Czarnowski, Piotr Jedrzejowicz
2016 — conf
Bi-criteria Data Reduction for Instance-Based Classification.
ICCCI (1)
Ireneusz Czarnowski, Joanna Jedrzejowicz, Piotr Jedrzejowicz
2016 J jnl
Computational Intelligence Tools for Processing Collective Data.
J. Univers. Comput. Sci.
Ngoc Thanh Nguyen, Ireneusz Czarnowski, Dosam Hwang
2016 — ed.
Intelligent Decision Technologies 2016 - Proceedings of the 8th KES International Conference on Intelligent Decision Technologies (KES-IDT 2016) - Part I, Puerto de la Cruz, Spain, 15-17 June, 2016
KES-IDT (1)
Ireneusz Czarnowski, Alfonso Mateos Caballero, Robert J. Howlett, Lakhmi C. Jain
2016 — conf
Kernel-Based Fuzzy C-Means Clustering Algorithm for RBF Network Initialization.
KES-IDT (1)
Ireneusz Czarnowski, Piotr Jedrzejowicz
2015 — conf
An Experimental Study of Scenarios for the Agent-Based RBF Network Design.
KES-IDT
Ireneusz Czarnowski, Piotr Jedrzejowicz
2015 — conf
Cluster-Dependent Feature Selection for the RBF Networks.
ICCCI (2)
Ireneusz Czarnowski, Piotr Jedrzejowicz
2015 — conf
Cluster-dependent rotation-based feature selection for the RBF networks initialization.
CYBCONF
Ireneusz Czarnowski, Piotr Jedrzejowicz
2015 J jnl
Ensemble Online Classifier Based on the One-Class Base Classifiers for Mining Data Streams.
Cybern. Syst.
Ireneusz Czarnowski, Piotr Jedrzejowicz
2015 — conf
Preface.
CYBCONF
Piotr Jedrzejowicz, Ngoc Thanh Nguyen, Tzung-Pei Hong, Ireneusz Czarnowski
2014 B ed.
18th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, KES 2014, Gdynia, Poland, 15-17 September 2014
KES
Piotr Jedrzejowicz, Lakhmi C. Jain, Robert J. Howlett, Ireneusz Czarnowski
2014 — conf
An Approach to RBF Initialization with Feature Selection.
IEEE Conf. on Intelligent Systems (1)
Ireneusz Czarnowski, Piotr Jedrzejowicz
2014 J jnl
Designing RBF Networks Using the Agent-Based Population Learning Algorithm.
New Gener. Comput.
Ireneusz Czarnowski, Piotr Jedrzejowicz
2014 B conf
Ensemble Classifier for Mining Data Streams.
KES
Ireneusz Czarnowski, Piotr Jedrzejowicz
2014 — conf
Online Learning Based on Prototypes.
ACIIDS (2)
Ireneusz Czarnowski, Piotr Jedrzejowicz
2013 J jnl
Agent-Based Approach to the Design of RBF Networks.
Cybern. Syst.
Ireneusz Czarnowski, Piotr Jedrzejowicz
2013 B conf
Agent-Based Data Reduction Using Ensemble Technique.
ICCCI
Ireneusz Czarnowski, Piotr Jedrzejowicz
2013 — book
Agent-Based Optimization
Ireneusz Czarnowski, Piotr Jedrzejowicz, Janusz Kacprzyk
2013 — conf
Agent-Based Population Learning Algorithm for RBF Network Tuning.
ICAISC (1)
Ireneusz Czarnowski, Piotr Jedrzejowicz
2013 — conf
Consensus-based cluster merging for the prototype selection.
CYBCONF
Ireneusz Czarnowski, Piotr Jedrzejowicz
2013 — ch.
Machine Learning and Multiagent Systems as Interrelated Technologies.
Agent-Based Optimization
Ireneusz Czarnowski, Piotr Jedrzejowicz
2013 — ch.
Team of A-Teams - A Study of the Cooperation between Program Agents Solving Difficult Optimization Problems.
Agent-Based Optimization
Dariusz Barbucha, Ireneusz Czarnowski, Piotr Jedrzejowicz, Ewa Ratajczak-Ropel, Izabela Wierzbowska
2012 — conf
Agent-Based Approach to RBF Network Training with Floating Centroids.
ICCCI (2)
Ireneusz Czarnowski, Piotr Jedrzejowicz
2012 B conf
An Approach to Cluster Initialization for RBF Networks.
KES
Ireneusz Czarnowski, Piotr Jedrzejowicz
2012 J jnl
Cluster-based instance selection for machine classification.
Knowl. Inf. Syst.
Ireneusz Czarnowski
2012 J jnl
Selecting a Representative Data Set of the Required Size Using the Agent-Based Population Learning Algorithm.
Cybern. Syst.
Ireneusz Czarnowski, Piotr Jedrzejowicz
2011 — conf
A New Cluster-based Instance Selection Algorithm.
KES-AMSTA
Ireneusz Czarnowski, Piotr Jedrzejowicz
2011 B conf
A consensus-based approach to the distributed learning.
SMC
Ireneusz Czarnowski, Piotr Jedrzejowicz
2011 J jnl
An agent-based framework for distributed learning.
Eng. Appl. Artif. Intell.
Ireneusz Czarnowski, Piotr Jedrzejowicz
2011 J jnl
Application of agent-based simulated annealing and tabu search procedures to solving the data reduction problem.
Int. J. Appl. Math. Comput. Sci.
Ireneusz Czarnowski, Piotr Jedrzejowicz
2011 J jnl
Distributed Learning with Data Reduction.
Trans. Comput. Collect. Intell.
Ireneusz Czarnowski
2011 — conf
Experimental Evaluation of the Agent-Based Population Learning Algorithm for the Cluster-Based Instance Selection.
ICCCI (2)
Ireneusz Czarnowski, Piotr Jedrzejowicz
2011 — conf
Parallel Cooperating A-Teams.
ICCCI (2)
Dariusz Barbucha, Ireneusz Czarnowski, Piotr Jedrzejowicz, Ewa Ratajczak-Ropel, Izabela Wierzbowska
2011 J jnl
Population-Based Multi-Agent Approach to Solving Machine Learning Problems.
Cybern. Syst.
Ireneusz Czarnowski, Piotr Jedrzejowicz
2010 J jnl
An A-Team approach to learning classifiers from distributed data sources.
Int. J. Intell. Inf. Database Syst.
Ireneusz Czarnowski, Piotr Jedrzejowicz, Izabela Wierzbowska
2010 — conf
An Agent-Based Simulated Annealing Algorithm for Data Reduction.
KES-AMSTA (2)
Ireneusz Czarnowski, Piotr Jedrzejowicz
2010 J jnl
An Approach to Data Reduction and Integrated Machine Classification.
New Gener. Comput.
Ireneusz Czarnowski, Piotr Jedrzejowicz
2010 — conf
Cluster Integration for the Cluster-Based Instance Selection.
ICCCI (1)
Ireneusz Czarnowski, Piotr Jedrzejowicz
2010 J jnl
Implementation and performance evaluation of the agent-based algorithm for ANN training.
Int. J. Knowl. Based Intell. Eng. Syst.
Ireneusz Czarnowski, Piotr Jedrzejowicz
2010 — ch.
Influence of the Working Strategy on A-Team Performance.
Smart Information and Knowledge Management
Dariusz Barbucha, Ireneusz Czarnowski, Piotr Jedrzejowicz, Ewa Ratajczak-Ropel, Izabela Wierzbowska
2010 J jnl
JABAT Middleware as a Tool for Solving Optimization Problems.
Trans. Comput. Collect. Intell.
Dariusz Barbucha, Ireneusz Czarnowski, Piotr Jedrzejowicz, Ewa Ratajczak-Ropel, Izabela Wierzbowska
2010 J jnl
Prototype selection algorithms for distributed learning.
Pattern Recognit.
Ireneusz Czarnowski
2009 — conf
A Comparison Study of Strategies for Combining Classifiers from Distributed Data Sources.
ICANNGA
Ireneusz Czarnowski, Piotr Jedrzejowicz
2009 — conf
A-Team Middleware on a Cluster.
KES-AMSTA
Ireneusz Czarnowski, Piotr Jedrzejowicz, Izabela Wierzbowska
2009 — conf
Agent-Based Non-distributed and Distributed Clustering.
MLDM
Ireneusz Czarnowski, Piotr Jedrzejowicz
2009 — conf
Distributed Data Reduction through Agent Collaboration.
KES-AMSTA
Ireneusz Czarnowski
2009 B conf
Distributed Learning Algorithm based on Data Reduction.
ICAART
Ireneusz Czarnowski, Piotr Jedrzejowicz
2009 — ch.
e-JABAT - An Implementation of the Web-Based A-Team.
Intelligent Agents in the Evolution of Web and Applications
Dariusz Barbucha, Ireneusz Czarnowski, Piotr Jedrzejowicz, Ewa Ratajczak-Ropel, Izabela Wierzbowska
2008 Misc conf
A Framework for Adaptive and Integrated Classification.
ICAISC
Ireneusz Czarnowski, Piotr Jedrzejowicz
2008 — conf
An A-Team Approach to Learning Classifiers from Distributed Data Sources.
KES-AMSTA
Ireneusz Czarnowski, Piotr Jedrzejowicz, Izabela Wierzbowska
2008 C conf
Data Reduction Algorithm for Machine Learning and Data Mining.
IEA/AIE
Ireneusz Czarnowski, Piotr Jedrzejowicz
2008 — conf
Web Accessible A-Team Middleware.
ICCS (3)
Dariusz Barbucha, Ireneusz Czarnowski, Piotr Jedrzejowicz, Ewa Ratajczak-Ropel, Izabela Wierzbowska
2007 — conf
An Agent-Based Algorithm for Data Reduction.
SGAI Conf.
Ireneusz Czarnowski, Piotr Jedrzejowicz
2007 — conf
An Agent-Based Approach to the Multiple-Objective Selection of Reference Vectors.
MLDM
Ireneusz Czarnowski, Piotr Jedrzejowicz
2007 — conf
Implementation and Performance Evaluation of the Agent-Based Algorithm for ANN Training.
KES-AMSTA
Ireneusz Czarnowski, Piotr Jedrzejowicz
2006 — conf
An Agent-Based Approach to Non-Distributed and Distributed Clustering.
SGAI Conf.
Ireneusz Czarnowski, Piotr Jedrzejowicz
2006 J jnl
An agent-based approach to ANN training.
Knowl. Based Syst.
Ireneusz Czarnowski, Piotr Jedrzejowicz
2006 J jnl
Instance reduction approach to machine learning and multi-database mining.
Ann. UMCS Informatica
Ireneusz Czarnowski, Piotr Jedrzejowicz
2006 — conf
JADE-Based A-Team as a Tool for Implementing Population-Based Algorithms.
ISDA (3)
Dariusz Barbucha, Ireneusz Czarnowski, Piotr Jedrzejowicz, Ewa Ratajczak, Izabela Wierzbowska
2005 — conf
An Agent-Based Approach to ANN Training.
SGAI Conf.
Ireneusz Czarnowski, Piotr Jedrzejowicz
2005 — conf
An Agent-Based PLA for the Cascade Correlation Learning Architecture.
ICANN (2)
Ireneusz Czarnowski, Piotr Jedrzejowicz
2005 — conf
Family of Instance Reduction Algorithms Versus Other Approaches.
Intelligent Information Systems
Ireneusz Czarnowski, Piotr Jedrzejowicz
2004 Misc conf
Probability Distribution of Solution Time in ANN Training Using Population Learning Algorithm.
ICAISC
Ireneusz Czarnowski, Piotr Jedrzejowicz
2003 — conf
An Approach to Instance Reduction in Supervised Learning.
SGAI Conf.
Ireneusz Czarnowski, Piotr Jedrzejowicz
2003 — conf
An Instance Reduction Algorithm for Supervised Learning.
IIS
Ireneusz Czarnowski, Piotr Jedrzejowicz
2001 J jnl
Evolution-based scheduling of multiple variant and multiple processor programs.
Future Gener. Comput. Syst.
Piotr Jedrzejowicz, Ireneusz Czarnowski, Aleksander Skakovski, Henryk Szreder
2000 — conf
Artifical Neural Network for Multiprocessor Tasks Scheduling.
Intelligent Information Systems
Ireneusz Czarnowski, Piotr Jedrzejowicz
1999 — conf
Evolution-Based Scheduling of Fault-Tolerant Programs on Multiple Processors.
IPPS/SPDP Workshops
Piotr Jedrzejowicz, Ireneusz Czarnowski, Henryk Szreder, Aleksander Skakovski
1999 B conf
Scheduling Fault-Tolerant Programs on Multiple Processors to Maximize Schedule Reliability.
SAFECOMP
Ireneusz Czarnowski, Piotr Jedrzejowicz, Ewa Ratajczak