Jan Kozak

Jan Kozak

Uniwersytet Ekonomiczny w Katowicach

H-index: 12

Europe-Poland

About Jan Kozak

Jan Kozak, With an exceptional h-index of 12 and a recent h-index of 10 (since 2020), a distinguished researcher at Uniwersytet Ekonomiczny w Katowicach, specializes in the field of machine learning, ensemble methods, ant colony optimization, nature inspired computing.

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

Dimensionality reduction for real sports data from the German Bundesliga and English Premier League

Emotion Detection from Text in Social Networks

Knowledge graphs to an analysis and visualization of texts from scientific articles

A New Method for Graph-Based Representation of Text in Natural Language Processing

Sign language interpreting-relationships between research in different areas-overview

Knowledge Discovery in Databases for a Football Match Result

Classification of Punches in Olympic Boxing Using Static RGB Cameras

Entropy in Real-World Datasets and Its Impact on Machine Learning

Jan Kozak Information

University

Position

___

Citations(all)

567

Citations(since 2020)

363

Cited By

334

hIndex(all)

12

hIndex(since 2020)

10

i10Index(all)

18

i10Index(since 2020)

10

Email

University Profile Page

Uniwersytet Ekonomiczny w Katowicach

Google Scholar

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Jan Kozak Skills & Research Interests

machine learning

ensemble methods

ant colony optimization

nature inspired computing

Top articles of Jan Kozak

Title

Journal

Author(s)

Publication Date

Dimensionality reduction for real sports data from the German Bundesliga and English Premier League

Procedia Computer Science

Szymon Głowania

Jan Kozak

Przemysław Juszczuk

2023/1/1

Emotion Detection from Text in Social Networks

Barbara Probierz

Jan Kozak

Przemysław Juszczuk

2023/7/24

Knowledge graphs to an analysis and visualization of texts from scientific articles

Procedia Computer Science

Barbara Probierz

Jan Kozak

2023/1/1

A New Method for Graph-Based Representation of Text in Natural Language Processing

Electronics

Barbara Probierz

Anita Hrabia

Jan Kozak

2023/6/27

Sign language interpreting-relationships between research in different areas-overview

Barbara Probierz

Jan Kozak

Adam Piasecki

Angelika Podlaszewska

2023/9/17

Knowledge Discovery in Databases for a Football Match Result

Electronics

Szymon Głowania

Jan Kozak

Przemysław Juszczuk

2023/6/17

Classification of Punches in Olympic Boxing Using Static RGB Cameras

Piotr Stefański

Tomasz Jach

Jan Kozak

2023/9/13

Entropy in Real-World Datasets and Its Impact on Machine Learning

Jan Kozak

Przemysław Juszczuk

2023/6/14

Goal-Oriented Classification of Football Results

Szymon Głowania

Jan Kozak

Przemysław Juszczuk

2023/9/13

Processing Real-Life Recordings of Facial Expressions of Polish Sign Language Using Action Units

Entropy

Anna Irasiak

Jan Kozak

Adam Piasecki

Tomasz Stęclik

2023/1/6

Goal-oriented classification measure based on the game theory concepts

Przemysław Juszczuk

Jan Kozak

2023/7/24

The problem of detecting boxers in the boxing ring

Piotr Stefański

Jan Kozak

Tomasz Jach

2022/11/24

Modelling an IT solution to anonymise selected data processed in digital documents

Barbara Probierz

Tomasz Jach

Jan Kozak

Radosław Pacud

Tomasz Turek

2022/9/4

Preference-driven classification measure

Entropy

Jan Kozak

Barbara Probierz

Krzysztof Kania

Przemysław Juszczuk

2022/4/10

Preference-driven Classification for Cooperation and Resolving Decision-maker-AI Conflicts

Zeszyty Naukowe. Organizacja i Zarządzanie/Politechnika Śląska

Krzysztof Kania

Jan Kozak

2022/12/30

Clustering of scientific articles using natural language processing

Procedia Computer Science

Barbara Probierz

Jan Kozak

Anita Hrabia

2022/1/1

A comparative study of classification and clustering methods from text of books

Barbara Probierz

Jan Kozak

Anita Hrabia

2022/11/28

New voting schemas for heterogeneous ensemble of classifiers in the problem of football results prediction

Procedia Computer Science

Szymon Głowania

Jan Kozak

Przemysław Juszczuk

2022/1/1

Portfolio Investments in the Forex Market

Przemysław Juszczuk

Jan Kozak

2022/11/28

Rapid detection of fake news based on machine learning methods

Procedia Computer Science

Barbara Probierz

Piotr Stefański

Jan Kozak

2021/1/1

See List of Professors in Jan Kozak University(Uniwersytet Ekonomiczny w Katowicach)

Co-Authors

H-index: 26
Maciej Mitręga

Maciej Mitręga

Uniwersytet Ekonomiczny w Katowicach

H-index: 9
Przemysław Juszczuk

Przemysław Juszczuk

Uniwersytet Ekonomiczny w Katowicach

H-index: 9
Rafał Skinderowicz

Rafał Skinderowicz

Uniwersytet Slaski w Katowicach

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