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Ireneusz Czarnowski
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2020 – today
- 2024
- [j29]Marta Szarmach, Ireneusz Czarnowski:
A framework for damage detection in AIS data based on clustering and multi-label classification. J. Comput. Sci. 76: 102218 (2024) - [c65]Kamil Pieper, Bartosz Roczniok, Ireneusz Czarnowski:
Reward-Based Hybrid Genetic Algorithm for Solving the Class Scheduling Problem. ICCCI (1) 2024: 16-27 - 2023
- [c64]Marta Szarmach, Ireneusz Czarnowski:
Decision Tree-Based Algorithms for Detection of Damage in AIS Data. ICCS (3) 2023: 17-32 - [c63]Ireneusz Czarnowski:
Learning from Imbalanced Data Streams Using Rotation-Based Ensemble Classifiers. ICCCI 2023: 794-805 - [c62]Ireneusz Czarnowski:
Agent-based population learning algorithm for over-sampling in the classification of imbalanced data streams. KES 2023: 686-692 - [c61]Krzysztof Sadowski, Pawel Wolski, Ireneusz Czarnowski:
An application for collecting and mining reports referring vulnerabilities and exposures in physical systems: A comparative study of selected clustering methods. KES 2023: 2763-2772 - 2022
- [j28]Marta Szarmach, Ireneusz Czarnowski:
Multi-Label Classification for AIS Data Anomaly Detection Using Wavelet Transform. IEEE Access 10: 109119-109131 (2022) - [j27]Ireneusz Czarnowski:
Weighted Ensemble with one-class Classification and Over-sampling and Instance selection (WECOI): An approach for learning from imbalanced data streams. J. Comput. Sci. 61: 101614 (2022) - [c60]Ireneusz Czarnowski, Denis Mayr Lima Martins:
Impact of Clustering on a Synthetic Instance Generation in Imbalanced Data Streams Classification. ICCS (1) 2022: 586-597 - [c59]Oskar Sek, Ireneusz Czarnowski:
Application of Analytic Hierarchy Process in Selecting a State-Made Electronic Documentation Management System for Polish Municipalities. KES 2022: 3969-3977 - [c58]Ireneusz Czarnowski:
A framework for the clustering and categorization of CISA reports. KES 2022: 4369-4377 - [c57]Oskar Sek, Ireneusz Czarnowski:
Using the AHP Method to Select an Electronic Documentation Management System for Polish Municipalities. KES-IDT 2022: 535-545 - [e11]Ireneusz Czarnowski, Robert J. Howlett, Lakhmi C. Jain:
Intelligent Decision Technologies - Proceedings of the 14th KES-IDT 2022 Conference, Virtual Event / Rhodes, Greece, June 20-22, 2022. Smart Innovation, Systems and Technologies 309, Springer 2022, ISBN 978-981-19-3443-8 [contents] - 2021
- [j26]Ireneusz Czarnowski, Joanna Jedrzejowicz, Piotr Jedrzejowicz:
Designing RBFNs Structure Using Similarity-Based and Kernel-Based Fuzzy C-Means Clustering Algorithms. IEEE Access 9: 4411-4422 (2021) - [j25]Ireneusz Czarnowski, Piotr Jedrzejowicz:
Supervised Classification Problems-Taxonomy of Dimensions and Notation for Problems Identification. IEEE Access 9: 151386-151400 (2021) - [j24]Marta Mieczynska, Ireneusz Czarnowski:
Impact of Distance Measures on the Performance of AIS Data Clustering. Comput. Syst. Sci. Eng. 36(1): 69-82 (2021) - [c56]Ireneusz Czarnowski:
Learning from Imbalanced Data Streams Based on Over-Sampling and Instance Selection. ICCS (3) 2021: 378-391 - [c55]Ireneusz Czarnowski:
Learning from Imbalanced Data Using Over-Sampling and the Firefly Algorithm. ICCCI 2021: 373-386 - [c54]Ireneusz Czarnowski:
Firefly algorithm for instance selection. KES 2021: 2269-2278 - [c53]Marta Mieczynska, Ireneusz Czarnowski:
DBSCAN algorithm for AIS data reconstruction. KES 2021: 2512-2521 - [c52]Marta Mieczynska, Ireneusz Czarnowski:
Impact of the Time Window Length on the Ship Trajectory Reconstruction Based on AIS Data Clustering. KES-IDT 2021: 25-36 - [e10]Ireneusz Czarnowski, Robert J. Howlett, Lakhmi C. Jain:
Intelligent Decision Technologies - Proceedings of the 13th KES-IDT 2021 Conference, Virtual Event, June 14-16, 2021. Smart Innovation, Systems and Technologies 238, Springer 2021, ISBN 978-981-16-2764-4 [contents] - 2020
- [c51]Ireneusz Czarnowski, Piotr Pszczólkowski:
A Novel Framework for Decision Support System in Human Resource Management. KES 2020: 1548-1556 - [e9]Ireneusz Czarnowski, Robert J. Howlett, Lakhmi C. Jain:
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. Smart Innovation, Systems and Technologies 142, Springer 2020, ISBN 978-981-13-8310-6 [contents] - [e8]Ireneusz Czarnowski, Robert J. Howlett, Lakhmi C. Jain:
Intelligent Decision Technologies - Proceedings of the 12th KES International Conference on Intelligent Decision Technologies (KES-IDT 2020), Split, Croatia, 17-19 June, 2020. Smart Innovation, Systems and Technologies 193, Springer 2020, ISBN 978-981-15-5924-2 [contents]
2010 – 2019
- 2019
- [j23]Ireneusz Czarnowski, Piotr Jedrzejowicz:
Data reduction and stacking for imbalanced data classification. J. Intell. Fuzzy Syst. 37(6): 7239-7249 (2019) - [c50]Ireneusz Czarnowski, Piotr Jedrzejowicz:
An Approach to Imbalanced Data Classification Based on Instance Selection and Over-Sampling. ICCCI (1) 2019: 601-610 - [e7]Ireneusz Czarnowski, Robert J. Howlett, Lakhmi C. Jain:
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. Smart Innovation, Systems and Technologies 143, Springer 2019, ISBN 978-981-13-8302-1 [contents] - 2018
- [j22]Ireneusz Czarnowski, Piotr Jedrzejowicz, Kuo-Ming Chao, Tülay Yildirim:
Overcoming "Big Data" Barriers in Machine Learning Techniques for the Real-Life Applications. Complex. 2018: 1234390:1-1234390:3 (2018) - [j21]Ireneusz Czarnowski, Piotr Jedrzejowicz:
An Approach to Data Reduction for Learning from Big Datasets: Integrating Stacking, Rotation, and Agent Population Learning Techniques. Complex. 2018: 7404627:1-7404627:13 (2018) - [c49]Ireneusz Czarnowski, Piotr Jedrzejowicz:
Cluster-Based Instance Selection for the Imbalanced Data Classification. ICCCI (2) 2018: 191-200 - [c48]Ireneusz Czarnowski, Piotr Jedrzejowicz:
Firefly Algorithm for the RBF Network Design. INISTA 2018: 1-6 - [e6]Ireneusz Czarnowski, Robert J. Howlett, Lakhmi C. Jain:
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. Smart Innovation, Systems and Technologies 72, Springer 2018, ISBN 978-3-319-59420-0 [contents] - [e5]Ireneusz Czarnowski, Robert J. Howlett, Lakhmi C. Jain:
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. Smart Innovation, Systems and Technologies 73, Springer 2018, ISBN 978-3-319-59423-1 [contents] - 2017
- [j20]Ireneusz Czarnowski, Piotr Jedrzejowicz:
Learning from examples with data reduction and stacked generalization. J. Intell. Fuzzy Syst. 32(2): 1401-1411 (2017) - [c47]Piotr Jedrzejowicz, Tulay Yildirim, Ireneusz Czarnowski:
Preface. INISTA 2017: 1 - [c46]Ireneusz Czarnowski, Piotr Jedrzejowicz:
Stacking and rotation-based technique for machine learning classification with data reduction. INISTA 2017: 55-60 - [c45]Ireneusz Czarnowski, Piotr Jedrzejowicz:
Stacking-Based Integrated Machine Learning with Data Reduction. KES-IDT (1) 2017: 92-103 - [e4]Piotr Jedrzejowicz, Tülay Yildirim, Ireneusz Czarnowski:
IEEE International Conference on INnovations in Intelligent SysTems and Applications, INISTA 2017, Gdynia, Poland, July 3-5, 2017. IEEE 2017, ISBN 978-1-5090-5795-5 [contents] - 2016
- [j19]Ireneusz Czarnowski, Piotr Jedrzejowicz:
Agent-Based RBF Network Classifier with Feature Selection in a Kernel Space. Cybern. Syst. 47(1-2): 17-31 (2016) - [j18]Ngoc Thanh Nguyen, Ireneusz Czarnowski, Dosam Hwang:
Computational Intelligence Tools for Processing Collective Data. J. Univers. Comput. Sci. 22(6): 735-741 (2016) - [c44]Ireneusz Czarnowski, Joanna Jedrzejowicz, Piotr Jedrzejowicz:
Bi-criteria Data Reduction for Instance-Based Classification. ICCCI (1) 2016: 444-453 - [c43]Ireneusz Czarnowski, Piotr Jedrzejowicz:
Kernel-Based Fuzzy C-Means Clustering Algorithm for RBF Network Initialization. KES-IDT (1) 2016: 337-347 - [c42]Ireneusz Czarnowski, Piotr Jedrzejowicz:
An approach to machine classification based on stacked generalization and instance selection. SMC 2016: 4836-4841 - [e3]Ireneusz Czarnowski, Alfonso Mateos Caballero, Robert J. Howlett, Lakhmi C. Jain:
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. Smart Innovation, Systems and Technologies 56, Springer 2016, ISBN 978-3-319-39629-3 [contents] - 2015
- [j17]Ireneusz Czarnowski, Piotr Jedrzejowicz:
Ensemble Online Classifier Based on the One-Class Base Classifiers for Mining Data Streams. Cybern. Syst. 46(1-2): 51-68 (2015) - [c41]Ireneusz Czarnowski, Piotr Jedrzejowicz:
Cluster-dependent rotation-based feature selection for the RBF networks initialization. CYBCONF 2015: 85-90 - [c40]Piotr Jedrzejowicz, Ngoc Thanh Nguyen, Tzung-Pei Hong, Ireneusz Czarnowski:
Preface. CYBCONF 2015 - [c39]Ireneusz Czarnowski, Piotr Jedrzejowicz:
Cluster-Dependent Feature Selection for the RBF Networks. ICCCI (2) 2015: 223-232 - [c38]Ireneusz Czarnowski, Piotr Jedrzejowicz:
An Experimental Study of Scenarios for the Agent-Based RBF Network Design. KES-IDT 2015: 113-124 - 2014
- [j16]Ireneusz Czarnowski, Piotr Jedrzejowicz:
Designing RBF Networks Using the Agent-Based Population Learning Algorithm. New Gener. Comput. 32(3-4): 331-351 (2014) - [c37]Ireneusz Czarnowski, Piotr Jedrzejowicz:
Online Learning Based on Prototypes. ACIIDS (2) 2014: 187-196 - [c36]Ireneusz Czarnowski, Piotr Jedrzejowicz:
An Approach to RBF Initialization with Feature Selection. IEEE Conf. on Intelligent Systems (1) 2014: 671-682 - [c35]Ireneusz Czarnowski, Piotr Jedrzejowicz:
Ensemble Classifier for Mining Data Streams. KES 2014: 397-406 - [e2]Piotr Jedrzejowicz, Lakhmi C. Jain, Robert J. Howlett, Ireneusz Czarnowski:
18th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, KES 2014, Gdynia, Poland, 15-17 September 2014. Procedia Computer Science 35, Elsevier 2014 [contents] - 2013
- [j15]Ireneusz Czarnowski, Piotr Jedrzejowicz:
Agent-Based Approach to the Design of RBF Networks. Cybern. Syst. 44(2-3): 155-172 (2013) - [c34]Ireneusz Czarnowski, Piotr Jedrzejowicz:
Consensus-based cluster merging for the prototype selection. CYBCONF 2013: 98-103 - [c33]Ireneusz Czarnowski, Piotr Jedrzejowicz:
Agent-Based Population Learning Algorithm for RBF Network Tuning. ICAISC (1) 2013: 41-51 - [c32]Ireneusz Czarnowski, Piotr Jedrzejowicz:
Agent-Based Data Reduction Using Ensemble Technique. ICCCI 2013: 447-456 - [p4]Ireneusz Czarnowski, Piotr Jedrzejowicz:
Machine Learning and Multiagent Systems as Interrelated Technologies. Agent-Based Optimization 2013: 1-28 - [p3]Dariusz Barbucha, Ireneusz Czarnowski, Piotr Jedrzejowicz, Ewa Ratajczak-Ropel, Izabela Wierzbowska:
Team of A-Teams - A Study of the Cooperation between Program Agents Solving Difficult Optimization Problems. Agent-Based Optimization 2013: 123-141 - [e1]Ireneusz Czarnowski, Piotr Jedrzejowicz, Janusz Kacprzyk:
Agent-Based Optimization. Studies in Computational Intelligence 456, Springer 2013, ISBN 978-3-642-34096-3 [contents] - 2012
- [j14]Ireneusz Czarnowski, Piotr Jedrzejowicz:
Selecting a Representative Data Set of the Required Size Using the Agent-Based Population Learning Algorithm. Cybern. Syst. 43(4): 303-318 (2012) - [j13]Ireneusz Czarnowski:
Cluster-based instance selection for machine classification. Knowl. Inf. Syst. 30(1): 113-133 (2012) - [c31]Ireneusz Czarnowski, Piotr Jedrzejowicz:
Agent-Based Approach to RBF Network Training with Floating Centroids. ICCCI (2) 2012: 453-462 - [c30]Ireneusz Czarnowski, Piotr Jedrzejowicz:
An Approach to Cluster Initialization for RBF Networks. KES 2012: 1151-1160 - 2011
- [j12]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): 57-68 (2011) - [j11]Ireneusz Czarnowski, Piotr Jedrzejowicz:
Population-Based Multi-Agent Approach to Solving Machine Learning Problems. Cybern. Syst. 42(5): 341-357 (2011) - [j10]Ireneusz Czarnowski, Piotr Jedrzejowicz:
An agent-based framework for distributed learning. Eng. Appl. Artif. Intell. 24(1): 93-102 (2011) - [j9]Ireneusz Czarnowski:
Distributed Learning with Data Reduction. Trans. Comput. Collect. Intell. 4: 3-121 (2011) - [c29]Ireneusz Czarnowski, Piotr Jedrzejowicz:
Experimental Evaluation of the Agent-Based Population Learning Algorithm for the Cluster-Based Instance Selection. ICCCI (2) 2011: 301-310 - [c28]Dariusz Barbucha, Ireneusz Czarnowski, Piotr Jedrzejowicz, Ewa Ratajczak-Ropel, Izabela Wierzbowska:
Parallel Cooperating A-Teams. ICCCI (2) 2011: 322-331 - [c27]Ireneusz Czarnowski, Piotr Jedrzejowicz:
A New Cluster-based Instance Selection Algorithm. KES-AMSTA 2011: 436-445 - [c26]Ireneusz Czarnowski, Piotr Jedrzejowicz:
A consensus-based approach to the distributed learning. SMC 2011: 936-941 - 2010
- [j8]Ireneusz Czarnowski, Piotr Jedrzejowicz, Izabela Wierzbowska:
An A-Team approach to learning classifiers from distributed data sources. Int. J. Intell. Inf. Database Syst. 4(3): 245-263 (2010) - [j7]Ireneusz Czarnowski, Piotr Jedrzejowicz:
Implementation and performance evaluation of the agent-based algorithm for ANN training. Int. J. Knowl. Based Intell. Eng. Syst. 14(1): 1-10 (2010) - [j6]Ireneusz Czarnowski, Piotr Jedrzejowicz:
An Approach to Data Reduction and Integrated Machine Classification. New Gener. Comput. 28(1): 21-40 (2010) - [j5]Ireneusz Czarnowski:
Prototype selection algorithms for distributed learning. Pattern Recognit. 43(6): 2292-2300 (2010) - [j4]Dariusz Barbucha, Ireneusz Czarnowski, Piotr Jedrzejowicz, Ewa Ratajczak-Ropel, Izabela Wierzbowska:
JABAT Middleware as a Tool for Solving Optimization Problems. Trans. Comput. Collect. Intell. 2: 181-195 (2010) - [c25]Ireneusz Czarnowski, Piotr Jedrzejowicz:
Cluster Integration for the Cluster-Based Instance Selection. ICCCI (1) 2010: 353-362 - [c24]Ireneusz Czarnowski, Piotr Jedrzejowicz:
An Agent-Based Simulated Annealing Algorithm for Data Reduction. KES-AMSTA (2) 2010: 130-139 - [p2]Dariusz Barbucha, Ireneusz Czarnowski, Piotr Jedrzejowicz, Ewa Ratajczak-Ropel, Izabela Wierzbowska:
Influence of the Working Strategy on A-Team Performance. Smart Information and Knowledge Management 2010: 83-102
2000 – 2009
- 2009
- [c23]Ireneusz Czarnowski, Piotr Jedrzejowicz:
Distributed Learning Algorithm based on Data Reduction. ICAART 2009: 198-203 - [c22]Ireneusz Czarnowski, Piotr Jedrzejowicz:
A Comparison Study of Strategies for Combining Classifiers from Distributed Data Sources. ICANNGA 2009: 609-618 - [c21]Ireneusz Czarnowski:
Distributed Data Reduction through Agent Collaboration. KES-AMSTA 2009: 724-733 - [c20]Ireneusz Czarnowski, Piotr Jedrzejowicz, Izabela Wierzbowska:
A-Team Middleware on a Cluster. KES-AMSTA 2009: 764-772 - [c19]Ireneusz Czarnowski, Piotr Jedrzejowicz:
Agent-Based Non-distributed and Distributed Clustering. MLDM 2009: 347-360 - [p1]Dariusz Barbucha, Ireneusz Czarnowski, Piotr Jedrzejowicz, Ewa Ratajczak-Ropel, Izabela Wierzbowska:
e-JABAT - An Implementation of the Web-Based A-Team. Intelligent Agents in the Evolution of Web and Applications 2009: 57-86 - 2008
- [c18]Ireneusz Czarnowski, Piotr Jedrzejowicz:
A Framework for Adaptive and Integrated Classification. ICAISC 2008: 522-532 - [c17]Dariusz Barbucha, Ireneusz Czarnowski, Piotr Jedrzejowicz, Ewa Ratajczak-Ropel, Izabela Wierzbowska:
Web Accessible A-Team Middleware. ICCS (3) 2008: 624-633 - [c16]Ireneusz Czarnowski, Piotr Jedrzejowicz:
Data Reduction Algorithm for Machine Learning and Data Mining. IEA/AIE 2008: 276-285 - [c15]Ireneusz Czarnowski, Piotr Jedrzejowicz, Izabela Wierzbowska:
An A-Team Approach to Learning Classifiers from Distributed Data Sources. KES-AMSTA 2008: 536-546 - 2007
- [c14]Ireneusz Czarnowski, Piotr Jedrzejowicz:
Implementation and Performance Evaluation of the Agent-Based Algorithm for ANN Training. KES-AMSTA 2007: 131-140 - [c13]Ireneusz Czarnowski, Piotr Jedrzejowicz:
An Agent-Based Approach to the Multiple-Objective Selection of Reference Vectors. MLDM 2007: 117-130 - [c12]Ireneusz Czarnowski, Piotr Jedrzejowicz:
An Agent-Based Algorithm for Data Reduction. SGAI Conf. 2007: 351-356 - 2006
- [j3]Ireneusz Czarnowski, Piotr Jedrzejowicz:
An agent-based approach to ANN training. Knowl. Based Syst. 19(5): 304-308 (2006) - [j2]Ireneusz Czarnowski, Piotr Jedrzejowicz:
Instance reduction approach to machine learning and multi-database mining. Ann. UMCS Informatica 4(1): 60-71 (2006) - [c11]Dariusz Barbucha, Ireneusz Czarnowski, Piotr Jedrzejowicz, Ewa Ratajczak, Izabela Wierzbowska:
JADE-Based A-Team as a Tool for Implementing Population-Based Algorithms. ISDA (3) 2006: 144-149 - [c10]Ireneusz Czarnowski, Piotr Jedrzejowicz:
An Agent-Based Approach to Non-Distributed and Distributed Clustering. SGAI Conf. 2006: 382-386 - 2005
- [c9]Ireneusz Czarnowski, Piotr Jedrzejowicz:
An Agent-Based PLA for the Cascade Correlation Learning Architecture. ICANN (2) 2005: 197-202 - [c8]Ireneusz Czarnowski, Piotr Jedrzejowicz:
Family of Instance Reduction Algorithms Versus Other Approaches. Intelligent Information Systems 2005: 23-30 - [c7]Ireneusz Czarnowski, Piotr Jedrzejowicz:
An Agent-Based Approach to ANN Training. SGAI Conf. 2005: 191-201 - 2004
- [c6]Ireneusz Czarnowski, Piotr Jedrzejowicz:
Probability Distribution of Solution Time in ANN Training Using Population Learning Algorithm. ICAISC 2004: 172-177 - 2003
- [c5]Ireneusz Czarnowski, Piotr Jedrzejowicz:
An Instance Reduction Algorithm for Supervised Learning. IIS 2003: 241-250 - [c4]Ireneusz Czarnowski, Piotr Jedrzejowicz:
An Approach to Instance Reduction in Supervised Learning. SGAI Conf. 2003: 267-280 - 2001
- [j1]Piotr Jedrzejowicz, Ireneusz Czarnowski, Aleksander Skakovski, Henryk Szreder:
Evolution-based scheduling of multiple variant and multiple processor programs. Future Gener. Comput. Syst. 17(4): 405-414 (2001) - 2000
- [c3]Ireneusz Czarnowski, Piotr Jedrzejowicz:
Artifical Neural Network for Multiprocessor Tasks Scheduling. Intelligent Information Systems 2000: 207-216
1990 – 1999
- 1999
- [c2]Piotr Jedrzejowicz, Ireneusz Czarnowski, Henryk Szreder, Aleksander Skakovski:
Evolution-Based Scheduling of Fault-Tolerant Programs on Multiple Processors. IPPS/SPDP Workshops 1999: 210-219 - [c1]Ireneusz Czarnowski, Piotr Jedrzejowicz, Ewa Ratajczak:
Scheduling Fault-Tolerant Programs on Multiple Processors to Maximize Schedule Reliability. SAFECOMP 1999: 385-395
Coauthor Index
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