Jan G. Bazan

Publication Activity (10 Years)

Years Active: 1994-2023
Publications (10 Years): 19

Top Topics

Coronary Artery

High Dimensional Datasets

Behavioral Patterns

Top Venues

Fundam. Informaticae

Publications

Ewa Rak, Adam Szczur, Jan G. Bazan, Stanislawa Bazan-Socha
Assessment measures of an ensemble classifier based on the distributivity equation to predict the presence of severe coronary artery disease. Int. J. Appl. Math. Comput. Sci. 33 (3) (2023)
Jan G. Bazan, Pawel Milan, Stanislawa Bazan-Socha, Krzysztof Wójcik
Application of Federated Learning to Prediction of Patient Mortality in Vasculitis Disease. IJCRS (2023)
Jan G. Bazan, Stanislawa Bazan-Socha, Urszula Bentkowska, Wojciech Galka, Marcin Mrukowicz, Lech Zareba
Comparison of aggregation classes in ensemble classifiers for high dimensional datasets. FUZZ-IEEE (2022)
Urszula Bentkowska, Jan G. Bazan, Lech Zareba, Jerzy Socha, Stanislawa Bazan-Socha, Marcin Mrukowicz
Interval modelling in optimization of k- N N classifiers for large number of attributes in data sets on an example of DNA microarrays. Int. J. Intell. Syst. 37 (6) (2022)
Barbara Pekala, Ewa Rak, Dawid Kosior, Marcin Mrukowicz, Jan G. Bazan
Application of similarity measures with uncertainty in classification methods. FUZZ-IEEE (2020)
Feng-Xia Zhang, Ewa Rak, Jan G. Bazan
On the distributivity of continuous triangular norms and triangular conorms with respect to 2-uninorms. Fuzzy Sets Syst. 395 (2020)
Jan G. Bazan, Pawel Drygas, Lech Zareba, Piotr Molenda
A new method of building a more effective ensemble classifiers. FUZZ-IEEE (2020)
Jan G. Bazan, Stanislawa Bazan-Socha, Marcin Ochab, Sylwia Buregwa-Czuma, Tomasz Nowakowski, Miroslaw Wozniak
Effective construction of classifiers with the k-NN method supported by a concept ontology. Knowl. Inf. Syst. 62 (4) (2020)
Ewa Rak, Jan G. Bazan, Adam Szczur, Wojciech Rzasa
The distributivity law as a tool of k-NN classifiers' aggregation: mining a cyber-attack data set. FUZZ-IEEE (2020)
Pawel Drygas, Jan G. Bazan, Piotr Pusz, Maksymilian Knap
Application of Uninorms to Aggregate Uncertainty from Many Classifiers. J. Autom. Mob. Robotics Intell. Syst. 13 (4) (2020)
Urszula Bentkowska, Jan G. Bazan, Marcin Mrukowicz, Lech Zareba, Piotr Molenda
Multi-class classification problems for the k-NN algorithm in the case of missing values. FUZZ-IEEE (2020)
Urszula Bentkowska, Jan G. Bazan, Wojciech Rzasa, Lech Zareba
Application of interval-valued aggregation to optimization problem of k-NN classifiers for missing values case. Inf. Sci. 486 (2019)
Jan G. Bazan, Adam Szczur, Andrzej Skowron, Marian Rzepko, Pawel Król, Wojciech Bajorek, Wojciech Czarny
A Classifier Based on a Decision Tree with Temporal Cuts. Fundam. Informaticae 165 (3-4) (2019)
Lukasz Maciura, Jan G. Bazan
Correction to: Granular computing in mosaicing of images from capsule endoscopy. Nat. Comput. 18 (3) (2019)
Sylwia Buregwa-Czuma, Jan G. Bazan, Stanislawa Bazan-Socha, Wojciech Rzasa, Lukasz Dydo, Andrzej Skowron
Resolving the Conflicts Between Cuts in a Decision Tree with Verifying Cuts. IJCRS (2) (2017)
Lukasz Dydo, Jan G. Bazan, Sylwia Buregwa-Czuma, Wojciech Rzasa, Andrzej Skowron
Verifying cuts as a tool for improving a classifier based on a decision tree. FedCSIS (2016)
Jan G. Bazan, Stanislawa Bazan-Socha, Sylwia Buregwa-Czuma, Lukasz Dydo, Wojciech Rzasa, Andrzej Skowron
A Classifier Based on a Decision Tree with Verifying Cuts. Fundam. Informaticae 143 (1-2) (2016)
Jan G. Bazan, Adam Szczur, Lukasz Dydo, Hubert Wojtowicz, Marcin Szpyrka
Classifiers for Behavioral Patterns Identification Induced from Huge Temporal Data. Fundam. Informaticae 143 (1-2) (2016)
Sylwia Buregwa-Czuma, Jan G. Bazan, Lech Zareba, Stanislawa Bazan-Socha, Barbara Rewerska, Przemyslaw Wiktor Pardel, Lukasz Dydo
The Method for Describing Changes in the Perception of Stenosis in Blood Vessels Caused by an Additional Drug. Fundam. Informaticae 147 (2-3) (2016)
Przemyslaw Wiktor Pardel, Jan G. Bazan, Jacek Zarychta, Stanislawa Bazan-Socha
Automatic Medical Objects Classification Based on Data Sets and Domain Knowledge. BDAS (2015)
Przemyslaw Wiktor Pardel, Jan G. Bazan, Jacek Zarychta, Stanislawa Bazan-Socha
A two-level classifier for automatic medical objects classification. FedCSIS (2015)
Przemyslaw Wiktor Pardel, Jan G. Bazan, Jacek Zarychta, Stanislawa Bazan-Socha
An Approach for Resolving Conflicts in Automatic Medical Objects Classification. CS&P (2015)
Sylwia Buregwa-Czuma, Jan G. Bazan, Lech Zareba, Stanislawa Bazan-Socha, Przemyslaw Wiktor Pardel, Barbara Sokolowska, Lukasz Dydo
The Method for Describing Changes in the Perception of Stenosis in Blood Vessels Caused by an Additional Drug. CS&P (2015)
Jan G. Bazan, Sylwia Buregwa-Czuma, Przemyslaw Wiktor Pardel, Stanislawa Bazan-Socha, Barbara Sokolowska, Sylwia Dziedzina
Predicting the Presence of Serious Coronary Artery Disease Based on 24 Hour Holter ECG Monitoring. Trans. Rough Sets 19 (2015)
Lukasz Maciura, Jan G. Bazan
Granular computing in mosaicing of images from capsule endoscopy. Nat. Comput. 14 (4) (2015)
Marcin Szpyrka, Adam Szczur, Jan G. Bazan, Lukasz Dydo
Extracting of temporal patterns from data for hierarchical classifiers construction. CYBCONF (2015)
Jan G. Bazan, Stanislawa Bazan-Socha, Sylwia Buregwa-Czuma, Lukasz Dydo, Wojciech Rzasa, Andrzej Skowron
A Classifier Based on a Decision Tree with Verifying Cuts. CS&P (2014)
Jan G. Bazan, Marcin Szpyrka, Adam Szczur, Lukasz Dydo, Hubert Wojtowicz
Classifiers for Behavioral Patterns Identification Induced from Huge Temporal Data. CS&P (2014)
Jan G. Bazan, Sylwia Buregwa-Czuma, Andrzej Jankowski
A Domain Knowledge as a Tool For Improving Classifiers. Fundam. Informaticae 127 (1-4) (2013)
Andrzej Skowron, Jaroslaw Stepaniuk, Andrzej Jankowski, Jan G. Bazan
Rough Derivatives as Dynamic Granules in Rough Granular Calculus. IPMU (1) (2012)
Jan G. Bazan, Stanislawa Bazan-Socha, Sylwia Buregwa-Czuma, Przemyslaw Wiktor Pardel, Barbara Sokolowska
Predicting the presence of serious coronary artery disease based on 24 hour Holter ECG monitoring. FedCSIS (2012)
Jan G. Bazan, Stanislawa Bazan-Socha, Sylwia Buregwa-Czuma, Przemyslaw Wiktor Pardel, Barbara Sokolowska
Prediction of Coronary Arteriosclerosis in Stable Coronary Heart Disease. IPMU (2) (2012)
Andrzej Skowron, Jaroslaw Stepaniuk, Andrzej Jankowski, Jan G. Bazan, Roman W. Swiniarski
Rough Set Based Reasoning About Changes. Fundam. Informaticae 119 (3-4) (2012)
Dominik Slezak, Andrzej Janusz, Wojciech Swieboda, Hung Son Nguyen, Jan G. Bazan, Andrzej Skowron
Semantic Analytics of PubMed Content. USAB (2011)
Marcin Wojnarski, Andrzej Janusz, Hung Son Nguyen, Jan G. Bazan, Chuanjiang Luo, Ze Chen, Feng Hu, Guoyin Wang, Lihe Guan, Huan Luo
RSCTC'2010 Discovery Challenge: Mining DNA Microarray Data for Medical Diagnosis and Treatment. RSCTC (2010)
Andrzej Skowron, Jan G. Bazan, Marcin Wojnarski
Interactive Rough-Granular Computing in Pattern Recognition. PReMI (2009)
Jan G. Bazan
Hierarchical Classifiers for Complex Spatio-temporal Concepts. Trans. Rough Sets 9 (2008)
Grzegorz Góra, Piotr Kruczek, Andrzej Skowron, Jan G. Bazan, Stanislawa Bazan-Socha, Jacek J. Pietrzyk
Case-based Planning of Treatment of Infants with Respiratory Failure. Fundam. Informaticae 85 (1-4) (2008)
Jan G. Bazan, Piotr Kruczek, Stanislawa Bazan-Socha, Andrzej Skowron, Jacek J. Pietrzyk
Rough Set Approach to Behavioral Pattern Identification. Fundam. Informaticae 75 (1-4) (2007)
Jan G. Bazan, Rafal Latkowski, Marcin S. Szczuka
Missing Template Decomposition Method and Its Implementation in Rough Set Exploration System. RSCTC (2006)
Jan G. Bazan, Andrzej Skowron, Roman W. Swiniarski
Rough Sets and Vague Concept Approximation: From Sample Approximation to Adaptive Learning. Trans. Rough Sets 5 (2006)
Jan G. Bazan
Behavioral Pattern Identification Through Rough Set Modeling. Fundam. Informaticae 72 (1-3) (2006)
Jan G. Bazan, Piotr Kruczek, Stanislawa Bazan-Socha, Andrzej Skowron, Jacek J. Pietrzyk
Automatic Planning of Treatment of Infants with Respiratory Failure Through Rough Set Modeling. RSCTC (2006)
Andrzej Skowron, Hui Wang, Arkadiusz Wojna, Jan G. Bazan
Multimodal Classification: Case Studies. Trans. Rough Sets 5 (2006)
Andrzej Skowron, Hui Wang, Arkadiusz Wojna, Jan G. Bazan
A Hierarchical Approach to Multimodal Classification. RSFDGrC (2) (2005)
Piotr Synak, Jan G. Bazan, Andrzej Skowron, James F. Peters
Spatio-Temporal Approximate Reasoning over Complex Objects. Fundam. Informaticae 67 (1-3) (2005)
Jan G. Bazan, James F. Peters, Andrzej Skowron
Behavioral Pattern Identification Through Rough Set Modelling. RSFDGrC (2) (2005)
Jaroslaw Stepaniuk, Jan G. Bazan, Andrzej Skowron
Modelling Complex Patterns by Information Systems. Fundam. Informaticae 67 (1-3) (2005)
Jan G. Bazan, Marcin S. Szczuka
The Rough Set Exploration System. Trans. Rough Sets 3 (2005)
Jan G. Bazan, Rafal Latkowski, Marcin S. Szczuka
DIXER - Distributed Executor for Rough Set Exploration System. RSFDGrC (2) (2005)
Jan G. Bazan, Andrzej Skowron
On-Line Elimination of Non-relevant Parts of Complex Objects in Behavioral Pattern Identification. PReMI (2005)
Sinh Hoa Nguyen, Jan G. Bazan, Andrzej Skowron, Hung Son Nguyen
Layered Learning for Concept Synthesis. Trans. Rough Sets 1 (2004)
Jan G. Bazan, Hung Son Nguyen, Marcin S. Szczuka
A View on Rough Set Concept Approximations. Fundam. Informaticae 59 (2-3) (2004)
Jan G. Bazan, Marcin S. Szczuka, Arkadiusz Wojna, Marcin Wojnarski
On the Evolution of Rough Set Exploration System. Rough Sets and Current Trends in Computing (2004)
Jan G. Bazan
Classifiers Based on Two-Layered Learning. Rough Sets and Current Trends in Computing (2004)
Jan G. Bazan, Andrzej Skowron
Classifiers Based on Approximate Reasoning Schemes. MSRAS (2004)
Jan G. Bazan, Sinh Hoa Nguyen, Hung Son Nguyen, Andrzej Skowron
Rough Set Methods in Approximation of Hierarchical Concepts. Rough Sets and Current Trends in Computing (2004)
Jan G. Bazan, James F. Peters, Andrzej Skowron, Hung Son Nguyen, Marcin S. Szczuka
Rough Set Approach to Pattern Extraction from Classifiers. Electron. Notes Theor. Comput. Sci. 82 (4) (2003)
Jan G. Bazan, Andrzej Skowron, Dominik Slezak, Jakub Wroblewski
Searching for the Complex Decision Reducts: The Case Study of the Survival Analysis. ISMIS (2003)
Jan G. Bazan, Hung Son Nguyen, Andrzej Skowron, Marcin S. Szczuka
A View on Rough Set Concept Approximations. RSFDGrC (2003)
Jan G. Bazan, Marcin S. Szczuka, Jakub Wroblewski
A New Version of Rough Set Exploration System. Rough Sets and Current Trends in Computing (2002)
Jan G. Bazan, Antoni Osmólski, Andrzej Skowron, Dominik Slezak, Marcin S. Szczuka, Jakub Wroblewski
Rough Set Approach to the Survival Analysis. Rough Sets and Current Trends in Computing (2002)
Jan G. Bazan, Marcin S. Szczuka
RSES and RSESlib - A Collection of Tools for Rough Set Computations. Rough Sets and Current Trends in Computing (2000)
Jan G. Bazan
Discovery of Decision Rules by Matching New Objects Against Data Tables. Rough Sets and Current Trends in Computing (1998)
Jan G. Bazan, Hung Son Nguyen, Tuan Trung Nguyen, Andrzej Skowron, Jaroslaw Stepaniuk
Application of Modal Logics and Rough Sets for Classifying Objects. WOCFAI (1995)
Jan G. Bazan, Andrzej Skowron, Piotr Synak
Dynamic Reducts as a Tool for Extracting Laws from Decisions Tables. ISMIS (1994)