Jan G. Bazan

According to our database, Jan G. Bazan authored at least 67 papers between 1994 and 2024.

Collaborative distances:

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

2024

Self-tuning framework to reduce the number of false positive instances using aggregation functions in ensemble classifier.

Wojciech Galka, Jan G. Bazan, Urszula Bentkowska, Marcin Mrukowicz, Pawel Drygas, Marcin Ochab, Piotr Suszalski, Sebastian Obara

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 28th International Conference KES-2024, 2024

2023

Assessment measures of an ensemble classifier based on the distributivity equation to predict the presence of severe coronary artery disease.

Ewa Rak, Adam Szczur, Jan G. Bazan, Stanislawa Bazan-Socha

Int. J. Appl. Math. Comput. Sci., 2023

Application of Federated Learning to Prediction of Patient Mortality in Vasculitis Disease.

Jan G. Bazan, Pawel Milan, Stanislawa Bazan-Socha, Krzysztof Wójcik

Proceedings of the Rough Sets - International Joint Conference, 2023

2022

Interval modelling in optimization of k- N N classifiers for large number of attributes in data sets on an example of DNA microarrays.

Urszula Bentkowska, Jan G. Bazan, Lech Zareba, Jerzy Socha, Stanislawa Bazan-Socha, Marcin Mrukowicz

Int. J. Intell. Syst., 2022

Comparison of aggregation classes in ensemble classifiers for high dimensional datasets.

Jan G. Bazan, Stanislawa Bazan-Socha, Urszula Bentkowska, Wojciech Galka, Marcin Mrukowicz, Lech Zareba

Proceedings of the IEEE International Conference on Fuzzy Systems, 2022

2020

Effective construction of classifiers with the k-NN method supported by a concept ontology.

Jan G. Bazan, Stanislawa Bazan-Socha, Marcin Ochab, Sylwia Buregwa-Czuma, Tomasz Nowakowski, Miroslaw Wozniak

Knowl. Inf. Syst., 2020

Application of Uninorms to Aggregate Uncertainty from Many Classifiers.

Pawel Drygas, Jan G. Bazan, Piotr Pusz, Maksymilian Knap

J. Autom. Mob. Robotics Intell. Syst., 2020

On the distributivity of continuous triangular norms and triangular conorms with respect to 2-uninorms.

Feng-Xia Zhang, Ewa Rak, Jan G. Bazan

Fuzzy Sets Syst., 2020

The distributivity law as a tool of k-NN classifiers' aggregation: mining a cyber-attack data set.

Ewa Rak, Jan G. Bazan, Adam Szczur, Wojciech Rzasa

Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

Application of similarity measures with uncertainty in classification methods.

Barbara Pekala, Ewa Rak, Dawid Kosior, Marcin Mrukowicz, Jan G. Bazan

Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

Multi-class classification problems for the k-NN algorithm in the case of missing values.

Urszula Bentkowska, Jan G. Bazan, Marcin Mrukowicz, Lech Zareba, Piotr Molenda

Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

A new method of building a more effective ensemble classifiers.

Jan G. Bazan, Pawel Drygas, Lech Zareba, Piotr Molenda

Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

2019

Correction to: Granular computing in mosaicing of images from capsule endoscopy.

Lukasz Maciura, Jan G. Bazan

Nat. Comput., 2019

Application of interval-valued aggregation to optimization problem of k-NN classifiers for missing values case.

Urszula Bentkowska, Jan G. Bazan, Wojciech Rzasa, Lech Zareba

Inf. Sci., 2019

A Classifier Based on a Decision Tree with Temporal Cuts.

Jan G. Bazan, Adam Szczur, Andrzej Skowron, Marian Rzepko, Pawel Król, Wojciech Bajorek, Wojciech Czarny

Fundam. Informaticae, 2019

2017

Resolving the Conflicts Between Cuts in a Decision Tree with Verifying Cuts.

Sylwia Buregwa-Czuma, Jan G. Bazan, Stanislawa Bazan-Socha, Wojciech Rzasa, Lukasz Dydo, Andrzej Skowron

Proceedings of the Rough Sets - International Joint Conference, 2017

2016

The Method for Describing Changes in the Perception of Stenosis in Blood Vessels Caused by an Additional Drug.

Sylwia Buregwa-Czuma, Jan G. Bazan, Lech Zareba, Stanislawa Bazan-Socha, Barbara Rewerska, Przemyslaw Wiktor Pardel, Lukasz Dydo

Fundam. Informaticae, 2016

Classifiers for Behavioral Patterns Identification Induced from Huge Temporal Data.

Jan G. Bazan, Adam Szczur, Lukasz Dydo, Hubert Wojtowicz, Marcin Szpyrka

Fundam. Informaticae, 2016

A Classifier Based on a Decision Tree with Verifying Cuts.

Jan G. Bazan, Stanislawa Bazan-Socha, Sylwia Buregwa-Czuma, Lukasz Dydo, Wojciech Rzasa, Andrzej Skowron

Fundam. Informaticae, 2016

Verifying cuts as a tool for improving a classifier based on a decision tree.

Lukasz Dydo, Jan G. Bazan, Sylwia Buregwa-Czuma, Wojciech Rzasa, Andrzej Skowron

Proceedings of the 2016 Federated Conference on Computer Science and Information Systems, 2016

2015

Predicting the Presence of Serious Coronary Artery Disease Based on 24 Hour Holter ECG Monitoring.

Jan G. Bazan, Sylwia Buregwa-Czuma, Przemyslaw Wiktor Pardel, Stanislawa Bazan-Socha, Barbara Sokolowska, Sylwia Dziedzina

Trans. Rough Sets, 2015

Granular computing in mosaicing of images from capsule endoscopy.

Lukasz Maciura, Jan G. Bazan

Nat. Comput., 2015

A two-level classifier for automatic medical objects classification.

Przemyslaw Wiktor Pardel, Jan G. Bazan, Jacek Zarychta, Stanislawa Bazan-Socha

Proceedings of the 2015 Federated Conference on Computer Science and Information Systems, 2015

Extracting of temporal patterns from data for hierarchical classifiers construction.

Marcin Szpyrka, Adam Szczur, Jan G. Bazan, Lukasz Dydo

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

An Approach for Resolving Conflicts in Automatic Medical Objects Classification.

Przemyslaw Wiktor Pardel, Jan G. Bazan, Jacek Zarychta, Stanislawa Bazan-Socha

Proceedings of the 24th International Workshop on Concurrency, 2015

The Method for Describing Changes in the Perception of Stenosis in Blood Vessels Caused by an Additional Drug.

Sylwia Buregwa-Czuma, Jan G. Bazan, Lech Zareba, Stanislawa Bazan-Socha, Przemyslaw Wiktor Pardel, Barbara Sokolowska, Lukasz Dydo

Proceedings of the 24th International Workshop on Concurrency, 2015

Automatic Medical Objects Classification Based on Data Sets and Domain Knowledge.

Przemyslaw Wiktor Pardel, Jan G. Bazan, Jacek Zarychta, Stanislawa Bazan-Socha

Proceedings of the Beyond Databases, Architectures and Structures, 2015

2013

Classifiers Based on Data Sets and Domain Knowledge: A Rough Set Approach.

Jan G. Bazan, Stanislawa Bazan-Socha, Sylwia Buregwa-Czuma, Przemyslaw Wiktor Pardel, Andrzej Skowron, Barbara Sokolowska

Proceedings of the Rough Sets and Intelligent Systems - Professor Zdzisław Pawlak in Memoriam, 2013

A Domain Knowledge as a Tool For Improving Classifiers.

Jan G. Bazan, Sylwia Buregwa-Czuma, Andrzej Jankowski

Fundam. Informaticae, 2013

2012

Semantic Search and Analytics over Large Repository of Scientific Articles.

Hung Son Nguyen, Dominik Slezak, Andrzej Skowron, Jan G. Bazan

Proceedings of the Intelligent Tools for Building a Scientific Information Platform, 2012

Rough Set Based Reasoning About Changes.

Andrzej Skowron, Jaroslaw Stepaniuk, Andrzej Jankowski, Jan G. Bazan, Roman W. Swiniarski

Fundam. Informaticae, 2012

Rough Derivatives as Dynamic Granules in Rough Granular Calculus.

Andrzej Skowron, Jaroslaw Stepaniuk, Andrzej Jankowski, Jan G. Bazan

Proceedings of the Advances on Computational Intelligence, 2012

Prediction of Coronary Arteriosclerosis in Stable Coronary Heart Disease.

Jan G. Bazan, Stanislawa Bazan-Socha, Sylwia Buregwa-Czuma, Przemyslaw Wiktor Pardel, Barbara Sokolowska

Proceedings of the Advances on Computational Intelligence, 2012

Predicting the presence of serious coronary artery disease based on 24 hour Holter ECG monitoring.

Jan G. Bazan, Stanislawa Bazan-Socha, Sylwia Buregwa-Czuma, Przemyslaw Wiktor Pardel, Barbara Sokolowska

Proceedings of the Federated Conference on Computer Science and Information Systems, 2012

2011

Semantic Analytics of PubMed Content.

Dominik Slezak, Andrzej Janusz, Wojciech Swieboda, Hung Son Nguyen, Jan G. Bazan, Andrzej Skowron

Proceedings of the Information Quality in e-Health, 2011

2010

RSCTC'2010 Discovery Challenge: Mining DNA Microarray Data for Medical Diagnosis and Treatment.

Marcin Wojnarski, Andrzej Janusz, Hung Son Nguyen, Jan G. Bazan, Chuanjiang Luo, Ze Chen, Feng Hu, Guoyin Wang, Lihe Guan, Huan Luo

Proceedings of the Rough Sets and Current Trends in Computing, 2010

2009

Interactive Rough-Granular Computing in Pattern Recognition.

Andrzej Skowron, Jan G. Bazan, Marcin Wojnarski

Proceedings of the Pattern Recognition and Machine Intelligence, 2009

2008

Hierarchical Classifiers for Complex Spatio-temporal Concepts.

Jan G. Bazan

Trans. Rough Sets, 2008

Case-based Planning of Treatment of Infants with Respiratory Failure.

Grzegorz Góra, Piotr Kruczek, Andrzej Skowron, Jan G. Bazan, Stanislawa Bazan-Socha, Jacek J. Pietrzyk

Fundam. Informaticae, 2008

2007

Rough Set Approach to Behavioral Pattern Identification.

Jan G. Bazan, Piotr Kruczek, Stanislawa Bazan-Socha, Andrzej Skowron, Jacek J. Pietrzyk

Fundam. Informaticae, 2007

2006

Multimodal Classification: Case Studies.

Andrzej Skowron, Hui Wang, Arkadiusz Wojna, Jan G. Bazan

Trans. Rough Sets, 2006

Rough Sets and Vague Concept Approximation: From Sample Approximation to Adaptive Learning.

Jan G. Bazan, Andrzej Skowron, Roman W. Swiniarski

Trans. Rough Sets, 2006

Behavioral Pattern Identification Through Rough Set Modeling.

Jan G. Bazan

Fundam. Informaticae, 2006

Missing Template Decomposition Method and Its Implementation in Rough Set Exploration System.

Jan G. Bazan, Rafal Latkowski, Marcin S. Szczuka

Proceedings of the Rough Sets and Current Trends in Computing, 2006

Automatic Planning of Treatment of Infants with Respiratory Failure Through Rough Set Modeling.

Jan G. Bazan, Piotr Kruczek, Stanislawa Bazan-Socha, Andrzej Skowron, Jacek J. Pietrzyk

Proceedings of the Rough Sets and Current Trends in Computing, 2006

2005

The Rough Set Exploration System.

Jan G. Bazan, Marcin S. Szczuka

Trans. Rough Sets, 2005

Spatio-Temporal Approximate Reasoning over Complex Objects.

Piotr Synak, Jan G. Bazan, Andrzej Skowron, James F. Peters

Fundam. Informaticae, 2005

Modelling Complex Patterns by Information Systems.

Jaroslaw Stepaniuk, Jan G. Bazan, Andrzej Skowron

Fundam. Informaticae, 2005

A Hierarchical Approach to Multimodal Classification.

Andrzej Skowron, Hui Wang, Arkadiusz Wojna, Jan G. Bazan

Proceedings of the Rough Sets, 2005

Behavioral Pattern Identification Through Rough Set Modelling.

Jan G. Bazan, James F. Peters, Andrzej Skowron

Proceedings of the Rough Sets, 2005

DIXER - Distributed Executor for Rough Set Exploration System.

Jan G. Bazan, Rafal Latkowski, Marcin S. Szczuka

Proceedings of the Rough Sets, 2005

On-Line Elimination of Non-relevant Parts of Complex Objects in Behavioral Pattern Identification.

Jan G. Bazan, Andrzej Skowron

Proceedings of the Pattern Recognition and Machine Intelligence, 2005

2004

Layered Learning for Concept Synthesis.

Sinh Hoa Nguyen, Jan G. Bazan, Andrzej Skowron, Hung Son Nguyen

Trans. Rough Sets, 2004

A View on Rough Set Concept Approximations.

Jan G. Bazan, Hung Son Nguyen, Marcin S. Szczuka

Fundam. Informaticae, 2004

On the Evolution of Rough Set Exploration System.

Jan G. Bazan, Marcin S. Szczuka, Arkadiusz Wojna, Marcin Wojnarski

Proceedings of the Rough Sets and Current Trends in Computing, 2004

Rough Set Methods in Approximation of Hierarchical Concepts.

Jan G. Bazan, Sinh Hoa Nguyen, Hung Son Nguyen, Andrzej Skowron

Proceedings of the Rough Sets and Current Trends in Computing, 2004

Classifiers Based on Two-Layered Learning.

Jan G. Bazan

Proceedings of the Rough Sets and Current Trends in Computing, 2004

Classifiers Based on Approximate Reasoning Schemes.

Jan G. Bazan, Andrzej Skowron

Proceedings of the Monitoring, Security, and Rescue Techniques in Multiagent Systems, 2004

2003

Rough Set Approach to Pattern Extraction from Classifiers.

Jan G. Bazan, James F. Peters, Andrzej Skowron, Hung Son Nguyen, Marcin S. Szczuka

Proceedings of the International Workshop on Rough Sets in Knowledge Discovery and Soft Computing, 2003

A View on Rough Set Concept Approximations.

Jan G. Bazan, Hung Son Nguyen, Andrzej Skowron, Marcin S. Szczuka

Proceedings of the Rough Sets, 2003

Searching for the Complex Decision Reducts: The Case Study of the Survival Analysis.

Jan G. Bazan, Andrzej Skowron, Dominik Slezak, Jakub Wroblewski

Proceedings of the Foundations of Intelligent Systems, 14th International Symposium, 2003

2002

A New Version of Rough Set Exploration System.

Jan G. Bazan, Marcin S. Szczuka, Jakub Wroblewski

Proceedings of the Rough Sets and Current Trends in Computing, 2002

Rough Set Approach to the Survival Analysis.

Jan G. Bazan, Antoni Osmólski, Andrzej Skowron, Dominik Slezak, Marcin S. Szczuka, Jakub Wroblewski

Proceedings of the Rough Sets and Current Trends in Computing, 2002

2000

RSES and RSESlib - A Collection of Tools for Rough Set Computations.

Jan G. Bazan, Marcin S. Szczuka

Proceedings of the Rough Sets and Current Trends in Computing, 2000

1998

Discovery of Decision Rules by Matching New Objects Against Data Tables.

Jan G. Bazan

Proceedings of the Rough Sets and Current Trends in Computing, 1998

1995

Application of Modal Logics and Rough Sets for Classifying Objects.

Jan G. Bazan, Hung Son Nguyen, Tuan Trung Nguyen, Andrzej Skowron, Jaroslaw Stepaniuk

Proceedings of the Second World Conference on the Fundamentals of Artificial Intelligence, 1995

1994

Dynamic Reducts as a Tool for Extracting Laws from Decisions Tables.

Jan G. Bazan, Andrzej Skowron, Piotr Synak

Proceedings of the Methodologies for Intelligent Systems, 8th International Symposium, 1994