Jan G. Bazan

Jan G. Bazan

Uniwersytet Rzeszowski

H-index: 28

Europe-Poland

About Jan G. Bazan

Jan G. Bazan, With an exceptional h-index of 28 and a recent h-index of 11 (since 2020), a distinguished researcher at Uniwersytet Rzeszowski, specializes in the field of rough sets, granular computing, knowledge discovery, data mining, decision support systems and adaptive systems.

His recent articles reflect a diverse array of research interests and contributions to the field:

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

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

Co-Expression Analysis of Airway Epithelial Transcriptome in Asthma Patients with Eosinophilic vs. Non-Eosinophilic Airway Infiltration

Aggregation Functions in Researching Connections Between Bio-Markers and DNA Micro-arrays

Comparison of aggregation classes in ensemble classifiers for high dimensional datasets

Increased oxidative stress in asthma—relation to inflammatory blood and lung biomarkers and airway remodeling indices

Interval modelling in optimization of ‐ classifiers for large number of attributes in data sets on an example of DNA microarrays

Central retinal artery occlusion is related to vascular endothelial injury and left ventricular diastolic dysfunction

Jan G. Bazan Information

University

Position

Poland

Citations(all)

3696

Citations(since 2020)

519

Cited By

3357

hIndex(all)

28

hIndex(since 2020)

11

i10Index(all)

59

i10Index(since 2020)

13

Email

University Profile Page

Uniwersytet Rzeszowski

Google Scholar

View Google Scholar Profile

Jan G. Bazan Skills & Research Interests

rough sets

granular computing

knowledge discovery

data mining

decision support systems and adaptive systems

Top articles of Jan G. Bazan

Title

Journal

Author(s)

Publication Date

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

Jan G Bazan

Pawel Milan

Stanislawa Bazan-Socha

Krzysztof Wójcik

2023/10/5

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

International Journal of Applied Mathematics and Computer Science

Ewa Rak

Adam Szczur

Jan G Bazan

Stanisława Bazan-Socha

2023/9/1

Co-Expression Analysis of Airway Epithelial Transcriptome in Asthma Patients with Eosinophilic vs. Non-Eosinophilic Airway Infiltration

International Journal of Molecular Sciences

Pawel Kozlik-Siwiec

Sylwia Buregwa-Czuma

Izabela Zawlik

Sylwia Dziedzina

Aleksander Myszka

...

2023/2/14

Aggregation Functions in Researching Connections Between Bio-Markers and DNA Micro-arrays

Jan G Bazan

Stanislawa Bazan-Socha

Urszula Bentkowska

Wojciech Gałka

Marcin Mrukowicz

...

2022/10/13

Comparison of aggregation classes in ensemble classifiers for high dimensional datasets

Jan G Bazan

Stanislawa Bazan-Socha

Urszula Bentkowska

Wojciech Gałka

Marcin Mrukowicz

...

2022/7/18

Increased oxidative stress in asthma—relation to inflammatory blood and lung biomarkers and airway remodeling indices

Biomedicines

Stanisława Bazan-Socha

Krzysztof Wójcik

Magdalena Olchawa

Tadeusz Sarna

Jakub Pięta

...

2022/6/24

Interval modelling in optimization of ‐ classifiers for large number of attributes in data sets on an example of DNA microarrays

International Journal of Intelligent Systems

Urszula Bentkowska

Jan G Bazan

Lech Zarȩba

Jerzy Socha

Stanislawa Bazan‐Socha

...

2022/6

Central retinal artery occlusion is related to vascular endothelial injury and left ventricular diastolic dysfunction

Journal of Clinical Medicine

Jerzy Dropiński

Radosław Dziedzic

Agnieszka Kubicka-Trząska

Bożena Romanowska-Dixon

Teresa Iwaniec

...

2022/4/18

Prothrombotic state, endothelial injury, and echocardiographic changes in non-active sarcoidosis patients

Scientific Reports

Andzelika Siwiec-Kozlik

Piotr Kuszmiersz

Lukasz Kasper

Marzena Frolow

Pawel Kozlik-Siwiec

...

2022/12/9

Integration of Airway Inflammation and Remodeling Mechanisms Specific to Eosinophilic Asthma Through Differential Co-Expression of Genes in Bronchial Brush Biopsy Samples

Pawel Kozlik

Sylwia Buregwa-Czuma

Izabela Zawlik

Aleksander Myszka

Joanna Zuk

...

2021/2/24

Reticular basement membrane thickness is associated with growth-and fibrosis-promoting airway transcriptome profile-study in asthma patients

International Journal of Molecular Sciences

Stanislawa Bazan-Socha

Sylwia Buregwa-Czuma

Bogdan Jakiela

Lech Zareba

Izabela Zawlik

...

2021/1/20

Interactions Via α2β1 Cell Integrin May Protect against the Progression of Airway Structural Changes in Asthma

International Journal of Molecular Sciences

Stanislawa Bazan-Socha

Bogdan Jakiela

Joanna Zuk

Jacek Zarychta

Jerzy Soja

...

2021/6/12

Application of Decision Rules to Discover Knowledge for Fitting Aggregations to Datasets

Jan G Bazan

Urszula Bentkowska

Marcin Mrukowicz

2020/12/10

Citrullinated histone H3, a marker of extracellular trap formation, is increased in blood of stable asthma patients

Clinical and Translational Allergy

Pawel Kuczia

Joanna Zuk

Teresa Iwaniec

Jerzy Soja

Jerzy Dropinski

...

2020/12

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 Rząsa

2020/7/19

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

Fuzzy Sets and Systems

Feng-Xia Zhang

Ewa Rak

Jan Bazan

2020/9/15

Application of similarity measures with uncertainty in classification methods

Barbara Pȩkala

Ewa Rak

Dawid Kosior

Marcin Mrukowicz

Jan G Bazan

2020/7/19

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

2020/7/19

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

Knowledge and Information Systems

Jan Bazan

Stanisława Bazan-Socha

Marcin Ochab

Sylwia Buregwa-Czuma

Tomasz Nowakowski

...

2020/4

A new method of building a more effective ensemble classifiers

Jan G Bazan

Paweł Drygaś

Lech Zaręba

Piotr Molenda

2020/7/19

See List of Professors in Jan G. Bazan University(Uniwersytet Rzeszowski)