Jan G. Bazan

72 papers B 6C 5Journal 27Unranked 31
YearRankTypeTitle / Venue / Authors
2025 J jnl
Aggregation-Based Ensemble Classifier Versus Neural Networks Models for Recognizing Phishing Attacks.
IEEE Access
Wojciech Galka, Jan G. Bazan, Urszula Bentkowska, Kamil Szwed, Marcin Mrukowicz, Pawel Drygas, Lech Zareba, Marcin Szpyrka, Piotr Suszalski, Sebastian Obara
2025 — conf
Neural networks based ensemble classifier for phishing link detection.
ISD
Wojciech Galka, Marcin Mrukowicz, Urszula Bentkowska, Jan G. Bazan
2024 B conf
Self-tuning framework to reduce the number of false positive instances using aggregation functions in ensemble classifier.
KES
Wojciech Galka, Jan G. Bazan, Urszula Bentkowska, Marcin Mrukowicz, Pawel Drygas, Marcin Ochab, Piotr Suszalski, Sebastian Obara
2023 — conf
Application of Federated Learning to Prediction of Patient Mortality in Vasculitis Disease.
IJCRS
Jan G. Bazan, Pawel Milan, Stanislawa Bazan-Socha, Krzysztof Wójcik
2023 J jnl
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.
Ewa Rak, Adam Szczur, Jan G. Bazan, Stanislawa Bazan-Socha
2022 B conf
Comparison of aggregation classes in ensemble classifiers for high dimensional datasets.
FUZZ-IEEE
Jan G. Bazan, Stanislawa Bazan-Socha, Urszula Bentkowska, Wojciech Galka, Marcin Mrukowicz, Lech Zareba
2022 J jnl
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.
Urszula Bentkowska, Jan G. Bazan, Lech Zareba, Jerzy Socha, Stanislawa Bazan-Socha, Marcin Mrukowicz
2020 B conf
A new method of building a more effective ensemble classifiers.
FUZZ-IEEE
Jan G. Bazan, Pawel Drygas, Lech Zareba, Piotr Molenda
2020 J jnl
Application of Uninorms to Aggregate Uncertainty from Many Classifiers.
J. Autom. Mob. Robotics Intell. Syst.
Pawel Drygas, Jan G. Bazan, Piotr Pusz, Maksymilian Knap
2020 B conf
Application of similarity measures with uncertainty in classification methods.
FUZZ-IEEE
Barbara Pekala, Ewa Rak, Dawid Kosior, Marcin Mrukowicz, Jan G. Bazan
2020 J jnl
Effective construction of classifiers with the k-NN method supported by a concept ontology.
Knowl. Inf. Syst.
Jan G. Bazan, Stanislawa Bazan-Socha, Marcin Ochab, Sylwia Buregwa-Czuma, Tomasz Nowakowski, Miroslaw Wozniak
2020 B conf
Multi-class classification problems for the k-NN algorithm in the case of missing values.
FUZZ-IEEE
Urszula Bentkowska, Jan G. Bazan, Marcin Mrukowicz, Lech Zareba, Piotr Molenda
2020 J jnl
On the distributivity of continuous triangular norms and triangular conorms with respect to 2-uninorms.
Fuzzy Sets Syst.
Feng-Xia Zhang, Ewa Rak, Jan G. Bazan
2020 B conf
The distributivity law as a tool of k-NN classifiers' aggregation: mining a cyber-attack data set.
FUZZ-IEEE
Ewa Rak, Jan G. Bazan, Adam Szczur, Wojciech Rzasa
2019 J jnl
A Classifier Based on a Decision Tree with Temporal Cuts.
Fundam. Informaticae
Jan G. Bazan, Adam Szczur, Andrzej Skowron, Marian Rzepko, Pawel Król, Wojciech Bajorek, Wojciech Czarny
2019 J jnl
Application of interval-valued aggregation to optimization problem of k-NN classifiers for missing values case.
Inf. Sci.
Urszula Bentkowska, Jan G. Bazan, Wojciech Rzasa, Lech Zareba
2019 J jnl
Correction to: Granular computing in mosaicing of images from capsule endoscopy.
Nat. Comput.
Lukasz Maciura, Jan G. Bazan
2017 — conf
Resolving the Conflicts Between Cuts in a Decision Tree with Verifying Cuts.
IJCRS (2)
Sylwia Buregwa-Czuma, Jan G. Bazan, Stanislawa Bazan-Socha, Wojciech Rzasa, Lukasz Dydo, Andrzej Skowron
2016 J jnl
A Classifier Based on a Decision Tree with Verifying Cuts.
Fundam. Informaticae
Jan G. Bazan, Stanislawa Bazan-Socha, Sylwia Buregwa-Czuma, Lukasz Dydo, Wojciech Rzasa, Andrzej Skowron
2016 J jnl
Classifiers for Behavioral Patterns Identification Induced from Huge Temporal Data.
Fundam. Informaticae
Jan G. Bazan, Adam Szczur, Lukasz Dydo, Hubert Wojtowicz, Marcin Szpyrka
2016 J jnl
The Method for Describing Changes in the Perception of Stenosis in Blood Vessels Caused by an Additional Drug.
Fundam. Informaticae
Sylwia Buregwa-Czuma, Jan G. Bazan, Lech Zareba, Stanislawa Bazan-Socha, Barbara Rewerska, Przemyslaw Wiktor Pardel, Lukasz Dydo
2016 C conf
Verifying cuts as a tool for improving a classifier based on a decision tree.
FedCSIS
Lukasz Dydo, Jan G. Bazan, Sylwia Buregwa-Czuma, Wojciech Rzasa, Andrzej Skowron
2015 C conf
A two-level classifier for automatic medical objects classification.
FedCSIS
Przemyslaw Wiktor Pardel, Jan G. Bazan, Jacek Zarychta, Stanislawa Bazan-Socha
2015 — conf
An Approach for Resolving Conflicts in Automatic Medical Objects Classification.
CS&P
Przemyslaw Wiktor Pardel, Jan G. Bazan, Jacek Zarychta, Stanislawa Bazan-Socha
2015 — conf
Automatic Medical Objects Classification Based on Data Sets and Domain Knowledge.
BDAS
Przemyslaw Wiktor Pardel, Jan G. Bazan, Jacek Zarychta, Stanislawa Bazan-Socha
2015 — conf
Extracting of temporal patterns from data for hierarchical classifiers construction.
CYBCONF
Marcin Szpyrka, Adam Szczur, Jan G. Bazan, Lukasz Dydo
2015 J jnl
Granular computing in mosaicing of images from capsule endoscopy.
Nat. Comput.
Lukasz Maciura, Jan G. Bazan
2015 J jnl
Predicting the Presence of Serious Coronary Artery Disease Based on 24 Hour Holter ECG Monitoring.
Trans. Rough Sets
Jan G. Bazan, Sylwia Buregwa-Czuma, Przemyslaw Wiktor Pardel, Stanislawa Bazan-Socha, Barbara Sokolowska, Sylwia Dziedzina
2015 — conf
The Method for Describing Changes in the Perception of Stenosis in Blood Vessels Caused by an Additional Drug.
CS&P
Sylwia Buregwa-Czuma, Jan G. Bazan, Lech Zareba, Stanislawa Bazan-Socha, Przemyslaw Wiktor Pardel, Barbara Sokolowska, Lukasz Dydo
2015 — ed.
Transactions on Rough Sets XIX
Trans. Rough Sets
James F. Peters, Andrzej Skowron, Dominik Slezak, Hung Son Nguyen, Jan G. Bazan
2014 — conf
A Classifier Based on a Decision Tree with Verifying Cuts.
CS&P
Jan G. Bazan, Stanislawa Bazan-Socha, Sylwia Buregwa-Czuma, Lukasz Dydo, Wojciech Rzasa, Andrzej Skowron
2014 — conf
Classifiers for Behavioral Patterns Identification Induced from Huge Temporal Data.
CS&P
Jan G. Bazan, Marcin Szpyrka, Adam Szczur, Lukasz Dydo, Hubert Wojtowicz
2013 J jnl
A Domain Knowledge as a Tool For Improving Classifiers.
Fundam. Informaticae
Jan G. Bazan, Sylwia Buregwa-Czuma, Andrzej Jankowski
2013 — ch.
Classifiers Based on Data Sets and Domain Knowledge: A Rough Set Approach.
Rough Sets and Intelligent Systems (2)
Jan G. Bazan, Stanislawa Bazan-Socha, Sylwia Buregwa-Czuma, Przemyslaw Wiktor Pardel, Andrzej Skowron, Barbara Sokolowska
2012 C conf
Predicting the presence of serious coronary artery disease based on 24 hour Holter ECG monitoring.
FedCSIS
Jan G. Bazan, Stanislawa Bazan-Socha, Sylwia Buregwa-Czuma, Przemyslaw Wiktor Pardel, Barbara Sokolowska
2012 — conf
Prediction of Coronary Arteriosclerosis in Stable Coronary Heart Disease.
IPMU (2)
Jan G. Bazan, Stanislawa Bazan-Socha, Sylwia Buregwa-Czuma, Przemyslaw Wiktor Pardel, Barbara Sokolowska
2012 — conf
Rough Derivatives as Dynamic Granules in Rough Granular Calculus.
IPMU (1)
Andrzej Skowron, Jaroslaw Stepaniuk, Andrzej Jankowski, Jan G. Bazan
2012 J jnl
Rough Set Based Reasoning About Changes.
Fundam. Informaticae
Andrzej Skowron, Jaroslaw Stepaniuk, Andrzej Jankowski, Jan G. Bazan, Roman W. Swiniarski
2012 — ch.
Semantic Search and Analytics over Large Repository of Scientific Articles.
Intelligent Tools for Building a Scientific Information Platform
Hung Son Nguyen, Dominik Slezak, Andrzej Skowron, Jan G. Bazan
2011 — conf
Semantic Analytics of PubMed Content.
USAB
Dominik Slezak, Andrzej Janusz, Wojciech Swieboda, Hung Son Nguyen, Jan G. Bazan, Andrzej Skowron
2010 — conf
RSCTC'2010 Discovery Challenge: Mining DNA Microarray Data for Medical Diagnosis and Treatment.
RSCTC
Marcin Wojnarski, Andrzej Janusz, Hung Son Nguyen, Jan G. Bazan, Chuanjiang Luo, Ze Chen, Feng Hu, Guoyin Wang, Lihe Guan, Huan Luo
2009 — conf
Interactive Rough-Granular Computing in Pattern Recognition.
PReMI
Andrzej Skowron, Jan G. Bazan, Marcin Wojnarski
2008 J jnl
Case-based Planning of Treatment of Infants with Respiratory Failure.
Fundam. Informaticae
Grzegorz Góra, Piotr Kruczek, Andrzej Skowron, Jan G. Bazan, Stanislawa Bazan-Socha, Jacek J. Pietrzyk
2008 J jnl
Hierarchical Classifiers for Complex Spatio-temporal Concepts.
Trans. Rough Sets
Jan G. Bazan
2007 J jnl
Rough Set Approach to Behavioral Pattern Identification.
Fundam. Informaticae
Jan G. Bazan, Piotr Kruczek, Stanislawa Bazan-Socha, Andrzej Skowron, Jacek J. Pietrzyk
2006 — conf
Automatic Planning of Treatment of Infants with Respiratory Failure Through Rough Set Modeling.
RSCTC
Jan G. Bazan, Piotr Kruczek, Stanislawa Bazan-Socha, Andrzej Skowron, Jacek J. Pietrzyk
2006 J jnl
Behavioral Pattern Identification Through Rough Set Modeling.
Fundam. Informaticae
Jan G. Bazan
2006 — conf
Missing Template Decomposition Method and Its Implementation in Rough Set Exploration System.
RSCTC
Jan G. Bazan, Rafal Latkowski, Marcin S. Szczuka
2006 J jnl
Multimodal Classification: Case Studies.
Trans. Rough Sets
Andrzej Skowron, Hui Wang, Arkadiusz Wojna, Jan G. Bazan
2006 J jnl
Rough Sets and Vague Concept Approximation: From Sample Approximation to Adaptive Learning.
Trans. Rough Sets
Jan G. Bazan, Andrzej Skowron, Roman W. Swiniarski
2005 — conf
A Hierarchical Approach to Multimodal Classification.
RSFDGrC (2)
Andrzej Skowron, Hui Wang, Arkadiusz Wojna, Jan G. Bazan
2005 — conf
Behavioral Pattern Identification Through Rough Set Modelling.
RSFDGrC (2)
Jan G. Bazan, James F. Peters, Andrzej Skowron
2005 — conf
DIXER - Distributed Executor for Rough Set Exploration System.
RSFDGrC (2)
Jan G. Bazan, Rafal Latkowski, Marcin S. Szczuka
2005 J jnl
Modelling Complex Patterns by Information Systems.
Fundam. Informaticae
Jaroslaw Stepaniuk, Jan G. Bazan, Andrzej Skowron
2005 — conf
On-Line Elimination of Non-relevant Parts of Complex Objects in Behavioral Pattern Identification.
PReMI
Jan G. Bazan, Andrzej Skowron
2005 J jnl
Spatio-Temporal Approximate Reasoning over Complex Objects.
Fundam. Informaticae
Piotr Synak, Jan G. Bazan, Andrzej Skowron, James F. Peters
2005 J jnl
The Rough Set Exploration System.
Trans. Rough Sets
Jan G. Bazan, Marcin S. Szczuka
2004 J jnl
A View on Rough Set Concept Approximations.
Fundam. Informaticae
Jan G. Bazan, Hung Son Nguyen, Marcin S. Szczuka
2004 — conf
Classifiers Based on Approximate Reasoning Schemes.
MSRAS
Jan G. Bazan, Andrzej Skowron
2004 — conf
Classifiers Based on Two-Layered Learning.
Rough Sets and Current Trends in Computing
Jan G. Bazan
2004 J jnl
Layered Learning for Concept Synthesis.
Trans. Rough Sets
Sinh Hoa Nguyen, Jan G. Bazan, Andrzej Skowron, Hung Son Nguyen
2004 — conf
On the Evolution of Rough Set Exploration System.
Rough Sets and Current Trends in Computing
Jan G. Bazan, Marcin S. Szczuka, Arkadiusz Wojna, Marcin Wojnarski
2004 — conf
Rough Set Methods in Approximation of Hierarchical Concepts.
Rough Sets and Current Trends in Computing
Jan G. Bazan, Sinh Hoa Nguyen, Hung Son Nguyen, Andrzej Skowron
2003 — conf
A View on Rough Set Concept Approximations.
RSFDGrC
Jan G. Bazan, Hung Son Nguyen, Andrzej Skowron, Marcin S. Szczuka
2003 — conf
Rough Set Approach to Pattern Extraction from Classifiers.
RSKD
Jan G. Bazan, James F. Peters, Andrzej Skowron, Hung Son Nguyen, Marcin S. Szczuka
2003 C conf
Searching for the Complex Decision Reducts: The Case Study of the Survival Analysis.
ISMIS
Jan G. Bazan, Andrzej Skowron, Dominik Slezak, Jakub Wroblewski
2002 — conf
A New Version of Rough Set Exploration System.
Rough Sets and Current Trends in Computing
Jan G. Bazan, Marcin S. Szczuka, Jakub Wroblewski
2002 — conf
Rough Set Approach to the Survival Analysis.
Rough Sets and Current Trends in Computing
Jan G. Bazan, Antoni Osmólski, Andrzej Skowron, Dominik Slezak, Marcin S. Szczuka, Jakub Wroblewski
2000 — conf
RSES and RSESlib - A Collection of Tools for Rough Set Computations.
Rough Sets and Current Trends in Computing
Jan G. Bazan, Marcin S. Szczuka
1998 — conf
Discovery of Decision Rules by Matching New Objects Against Data Tables.
Rough Sets and Current Trends in Computing
Jan G. Bazan
1995 — conf
Application of Modal Logics and Rough Sets for Classifying Objects.
WOCFAI
Jan G. Bazan, Hung Son Nguyen, Tuan Trung Nguyen, Andrzej Skowron, Jaroslaw Stepaniuk
1994 C conf
Dynamic Reducts as a Tool for Extracting Laws from Decisions Tables.
ISMIS
Jan G. Bazan, Andrzej Skowron, Piotr Synak