Dynamic Reducts as a Tool for Extracting Laws from Decisions Tables. - Jan G. Bazan; Andrzej Skowron; Piotr Synak (ISMIS, 1994)

Application of Modal Logics and Rough Sets for Classifying Objects. - Jan G. Bazan; Hung Son Nguyen; Tuan Trung Nguyen; Andrzej Skowron; Jaroslaw Stepaniuk (WOCFAI, 1995)

Discovery of Decision Rules by Matching New Objects Against Data Tables. - Jan G. Bazan (Rough Sets and Current Trends in Computing, 1998)

RSES and RSESlib - A Collection of Tools for Rough Set Computations. - Jan G. Bazan; Marcin S. Szczuka (Rough Sets and Current Trends in Computing, 2000)

Rough Set Approach to the Survival Analysis. - Jan G. Bazan; Antoni Osmólski; Andrzej Skowron; Dominik Slezak; Marcin S. Szczuka; Jakub Wroblewski (Rough Sets and Current Trends in Computing, 2002)

A New Version of Rough Set Exploration System. - Jan G. Bazan; Marcin S. Szczuka; Jakub Wroblewski (Rough Sets and Current Trends in Computing, 2002)

Searching for the Complex Decision Reducts: The Case Study of the Survival Analysis. - Jan G. Bazan; Andrzej Skowron; Dominik Slezak; Jakub Wroblewski (ISMIS, 2003)

A View on Rough Set Concept Approximations. - Jan G. Bazan; Hung Son Nguyen; Andrzej Skowron; Marcin S. Szczuka (RSFDGrC, 2003)

Rough Set Approach to Pattern Extraction from Classifiers. - Jan G. Bazan; James F. Peters; Andrzej Skowron; Hung Son Nguyen; Marcin S. Szczuka (RSKD, 2003)

Classifiers Based on Approximate Reasoning Schemes. - Jan G. Bazan; Andrzej Skowron (MSRAS, 2004)

Classifiers Based on Two-Layered Learning. - Jan G. Bazan (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 (Rough Sets and Current Trends in Computing, 2004)

On the Evolution of Rough Set Exploration System. - Jan G. Bazan; Marcin S. Szczuka; Arkadiusz Wojna; Marcin Wojnarski (Rough Sets and Current Trends in Computing, 2004)

A View on Rough Set Concept Approximations. - Jan G. Bazan; Hung Son Nguyen; Marcin S. Szczuka (Fundam. Informaticae, 2004)

Layered Learning for Concept Synthesis. - Sinh Hoa Nguyen; Jan G. Bazan; Andrzej Skowron; Hung Son Nguyen (Trans. Rough Sets, 2004)

On-Line Elimination of Non-relevant Parts of Complex Objects in Behavioral Pattern Identification. - Jan G. Bazan; Andrzej Skowron (PReMI, 2005)

DIXER - Distributed Executor for Rough Set Exploration System. - Jan G. Bazan; Rafal Latkowski; Marcin S. Szczuka (RSFDGrC (2), 2005)

Behavioral Pattern Identification Through Rough Set Modelling. - Jan G. Bazan; James F. Peters; Andrzej Skowron (RSFDGrC (2), 2005)

A Hierarchical Approach to Multimodal Classification. - Andrzej Skowron; Hui Wang 001; Arkadiusz Wojna; Jan G. Bazan (RSFDGrC (2), 2005)

Modelling Complex Patterns by Information Systems. - Jaroslaw Stepaniuk; Jan G. Bazan; Andrzej Skowron (Fundam. Informaticae, 2005)

Spatio-Temporal Approximate Reasoning over Complex Objects. - Piotr Synak; Jan G. Bazan; Andrzej Skowron; James F. Peters (Fundam. Informaticae, 2005)

The Rough Set Exploration System. - Jan G. Bazan; Marcin S. Szczuka (Trans. Rough Sets, 2005)

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 (RSCTC, 2006)

Missing Template Decomposition Method and Its Implementation in Rough Set Exploration System. - Jan G. Bazan; Rafal Latkowski; Marcin S. Szczuka (RSCTC, 2006)

Behavioral Pattern Identification Through Rough Set Modeling. - Jan G. Bazan (Fundam. Informaticae, 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)

Multimodal Classification: Case Studies. - Andrzej Skowron; Hui Wang 001; Arkadiusz Wojna; Jan G. Bazan (Trans. Rough Sets, 2006)

Rough Set Approach to Behavioral Pattern Identification. - Jan G. Bazan; Piotr Kruczek; Stanislawa Bazan-Socha; Andrzej Skowron; Jacek J. Pietrzyk (Fundam. Informaticae, 2007)

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)

Hierarchical Classifiers for Complex Spatio-temporal Concepts. - Jan G. Bazan (Trans. Rough Sets, 2008)

Interactive Rough-Granular Computing in Pattern Recognition. - Andrzej Skowron; Jan G. Bazan; Marcin Wojnarski (PReMI, 2009)

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 001; Guoyin Wang 001; Lihe Guan; Huan Luo (RSCTC, 2010)

Semantic Analytics of PubMed Content. - Dominik Slezak; Andrzej Janusz; Wojciech Swieboda; Hung Son Nguyen; Jan G. Bazan; Andrzej Skowron (USAB, 2011)

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 (FedCSIS, 2012)

Prediction of Coronary Arteriosclerosis in Stable Coronary Heart Disease. - Jan G. Bazan; Stanislawa Bazan-Socha; Sylwia Buregwa-Czuma; Przemyslaw Wiktor Pardel; Barbara Sokolowska (IPMU (2), 2012)

Rough Derivatives as Dynamic Granules in Rough Granular Calculus. - Andrzej Skowron; Jaroslaw Stepaniuk; Andrzej Jankowski; Jan G. Bazan (IPMU (1), 2012)

Rough Set Based Reasoning About Changes. - Andrzej Skowron; Jaroslaw Stepaniuk; Andrzej Jankowski; Jan G. Bazan; Roman W. Swiniarski (Fundam. Informaticae, 2012)

Semantic Search and Analytics over Large Repository of Scientific Articles. - Hung Son Nguyen; Dominik Slezak; Andrzej Skowron; Jan G. Bazan (Intelligent Tools for Building a Scientific Information Platform, 2012)

A Domain Knowledge as a Tool For Improving Classifiers. - Jan G. Bazan; Sylwia Buregwa-Czuma; Andrzej Jankowski (Fundam. Informaticae, 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 (Rough Sets and Intelligent Systems (2), 2013)

Automatic Medical Objects Classification Based on Data Sets and Domain Knowledge. - Przemyslaw Wiktor Pardel; Jan G. Bazan; Jacek Zarychta; Stanislawa Bazan-Socha (BDAS, 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 (CS&P, 2015)

An Approach for Resolving Conflicts in Automatic Medical Objects Classification. - Przemyslaw Wiktor Pardel; Jan G. Bazan; Jacek Zarychta; Stanislawa Bazan-Socha (CS&P, 2015)

Extracting of temporal patterns from data for hierarchical classifiers construction. - Marcin Szpyrka; Adam Szczur; Jan G. Bazan; Lukasz Dydo (CYBCONF, 2015)

A two-level classifier for automatic medical objects classification. - Przemyslaw Wiktor Pardel; Jan G. Bazan; Jacek Zarychta; Stanislawa Bazan-Socha (FedCSIS, 2015)

Granular computing in mosaicing of images from capsule endoscopy. - Lukasz Maciura; Jan G. Bazan (Nat. Comput., 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)

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 (FedCSIS, 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)

Classifiers for Behavioral Patterns Identification Induced from Huge Temporal Data. - Jan G. Bazan; Adam Szczur; Lukasz Dydo; Hubert Wojtowicz; Marcin Szpyrka (Fundam. Informaticae, 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)

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 (IJCRS (2), 2017)

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)

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)

Correction to: Granular computing in mosaicing of images from capsule endoscopy. - Lukasz Maciura; Jan G. Bazan (Nat. Comput., 2019)

A new method of building a more effective ensemble classifiers. - Jan G. Bazan; Pawel Drygas; Lech Zareba; Piotr Molenda (FUZZ-IEEE, 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 (FUZZ-IEEE, 2020)

Application of similarity measures with uncertainty in classification methods. - Barbara Pekala; Ewa Rak; Dawid Kosior; Marcin Mrukowicz; Jan G. Bazan (FUZZ-IEEE, 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 (FUZZ-IEEE, 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)

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)

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)

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 (FUZZ-IEEE, 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)

Application of Federated Learning to Prediction of Patient Mortality in Vasculitis Disease. - Jan G. Bazan; Pawel Milan; Stanislawa Bazan-Socha; Krzysztof Wójcik (IJCRS, 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)

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 (KES, 2024)

Aggregation-Based Ensemble Classifier Versus Neural Networks Models for Recognizing Phishing Attacks. - Wojciech Galka; Jan G. Bazan; Urszula Bentkowska; Kamil Szwed; Marcin Mrukowicz; Pawel Drygas; Lech Zareba; Marcin Szpyrka; Piotr Suszalski; Sebastian Obara (IEEE Access, 2025)