Jan Kozak

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 36

Top Topics

Machine Learning

Decision Tree Algorithm

Symbolic Description

Top Venues

Publications

Przemyslaw Juszczuk, Jan Kozak
Game-Theory Based Voting Schemas for Ensemble of Classifiers. ACIIDS (1) (2024)
Tomasz Jach, Barbara Probierz, Jan Kozak, Piotr Stefanski, Grzegorz Dziczkowski, Anita Hrabia, Przemyslaw Juszczuk, Szymon Glowania, Gabriel Wolek, Wojciech Sznapka, Lukasz Swierk, Natalia Joniec
Identification of Users in a Gambling Problem with the Use of Machine Learning. ACIIDS (2) (2024)
Grzegorz Dziczkowski, Tomasz Jach, Barbara Probierz, Piotr Stefanski, Jan Kozak
Selection of Rapid Classifier Development Methodology Used to Implement a Screening Study Based on Children's Behavior During School Lessons. GDN (2024)
Szymon Glowania, Jan Kozak, Przemyslaw Juszczuk
Dimensionality reduction for real sports data from the German Bundesliga and English Premier League. KES (2023)
Barbara Probierz, Jan Kozak, Adam Piasecki, Angelika Podlaszewska
Sign language interpreting - relationships between research in different areas - overview. FedCSIS (2023)
Barbara Probierz, Jan Kozak
Knowledge graphs to an analysis and visualization of texts from scientific articles. KES (2023)
Piotr Stefanski, Tomasz Jach, Jan Kozak
Classification of Punches in Olympic Boxing Using Static RGB Cameras. ICCCI (2023)
Szymon Glowania, Jan Kozak, Przemyslaw Juszczuk
Goal-Oriented Classification of Football Results. ICCCI (2023)
Przemyslaw Juszczuk, Jan Kozak
Goal-Oriented Classification Measure Based on the Game Theory Concepts. ACIIDS (Companion) (2023)
Barbara Probierz, Jan Kozak, Przemyslaw Juszczuk
Emotion Detection from Text in Social Networks. ACIIDS (1) (2023)
Anna Irasiak, Jan Kozak, Adam Piasecki, Tomasz Steclik
Processing Real-Life Recordings of Facial Expressions of Polish Sign Language Using Action Units. Entropy 25 (1) (2023)
Szymon Glowania, Jan Kozak, Przemyslaw Juszczuk
New Voting Schemas for Heterogeneous Ensemble of Classifiers in the Problem of Football Results Prediction. KES (2022)
Piotr Stefanski, Jan Kozak, Tomasz Jach
The Problem of Detecting Boxers in the Boxing Ring. ACIIDS (Companion) (2022)
Przemyslaw Juszczuk, Jan Kozak
Portfolio Investments in the Forex Market. ACIIDS (1) (2022)
Jan Kozak, Barbara Probierz, Krzysztof Kania, Przemyslaw Juszczuk
Preference-Driven Classification Measure. Entropy 24 (4) (2022)
Barbara Probierz, Jan Kozak, Anita Hrabia
Clustering of scientific articles using natural language processing. KES (2022)
Barbara Probierz, Tomasz Jach, Jan Kozak, Radoslaw Pacud, Tomasz Turek
Modelling an IT solution to anonymise selected data processed in digital documents. FedCSIS (2022)
Barbara Probierz, Jan Kozak, Anita Hrabia
A Comparative Study of Classification and Clustering Methods from Text of Books. ACIIDS (2) (2022)
Anita Hrabia, Jan Kozak, Przemyslaw Juszczuk
Machine Learning in the Context of COVID-19 Pandemic Data Analysis. ICCCI (CCIS Volume) (2021)
Wojciech Wieczorek, Jan Kozak, Lukasz Strak, Arkadiusz Nowakowski
Minimum Query Set for Decision Tree Construction. Entropy 23 (12) (2021)
Barbara Probierz, Jan Kozak, Piotr Stefanski, Przemyslaw Juszczuk
Adaptive Goal Function of Ant Colony Optimization in Fake News Detection. ICCCI (2021)
Przemyslaw Juszczuk, Jan Kozak, Grzegorz Dziczkowski, Szymon Glowania, Tomasz Jach, Barbara Probierz
Real-World Data Difficulty Estimation with the Use of Entropy. Entropy 23 (12) (2021)
Jan Kozak, Szymon Glowania
Heterogeneous ensembles of classifiers in predicting Bundesliga football results. KES (2021)
Barbara Probierz, Piotr Stefanski, Jan Kozak
Rapid detection of fake news based on machine learning methods. KES (2021)
Jan Kozak, Krzysztof Kania, Przemyslaw Juszczuk, Maciej Mitrega
Swarm intelligence goal-oriented approach to data-driven innovation in customer churn management. Int. J. Inf. Manag. 60 (2021)
Jan Kozak, Przemyslaw Juszczuk, Barbara Probierz
The hybrid ant colony optimization and ensemble method for solving the data stream e-mail foldering problem. Neural Comput. Appl. 32 (19) (2020)
Przemyslaw Juszczuk, Jan Kozak, Krzysztof Kania
Using similarity measures in prediction of changes in financial market stream data - Experimental approach. Data Knowl. Eng. 125 (2020)
Jan Kozak, Krzysztof Kania, Przemyslaw Juszczuk
Permutation Entropy as a Measure of Information Gain/Loss in the Different Symbolic Descriptions of Financial Data. Entropy 22 (3) (2020)
Krzysztof Kania, Przemyslaw Juszczuk, Jan Kozak
Enhanced Symbolic Description in Analyzing Patterns and Volatility on the Forex Market. Vietnam. J. Comput. Sci. 6 (3) (2019)
Jan Kozak, Przemyslaw Juszczuk, Krzysztof Kania
Classification of the Symbolic Financial Data on the Forex Market. ICCCI (2) (2019)
Krzysztof Kania, Przemyslaw Juszczuk, Jan Kozak
Investigating Patterns in the Financial Data with Enhanced Symbolic Description. ICCCI (2) (2018)
Jan Kozak, Przemyslaw Juszczuk
Ant Colony Optimization Algorithms in the Problem of Predicting the Efficiency of the Bank Telemarketing Campaign. ICCCI (2) (2018)
Przemyslaw Juszczuk, Jan Kozak
Classification and Preprocessing in the Stock Data. BIS (Workshops) (2017)
Jan Kozak, Przemyslaw Juszczuk
Association ACDT as a tool for discovering the financial data rules. INISTA (2017)
Urszula Boryczka, Jan Kozak
Adaptive Ant Clustering Algorithm with Pheromone. ACIIDS (2) (2016)
Jan Kozak, Urszula Boryczka
Collective data mining in the ant colony decision tree approach. Inf. Sci. 372 (2016)
Urszula Boryczka, Barbara Probierz, Jan Kozak
A New Algorithm to Categorize E-mail Messages to Folders with Social Networks Analysis. ICCCI (2) (2015)
Urszula Boryczka, Jan Kozak
Enhancing the effectiveness of Ant Colony Decision Tree algorithms by co-learning. Appl. Soft Comput. 30 (2015)
Urszula Boryczka, Barbara Probierz, Jan Kozak
Adaptive Ant Colony Decision Forest in Automatic Categorization of Emails. ACIIDS (1) (2015)
Jan Kozak, Urszula Boryczka
Multiple Boosting in the Ant Colony Decision Forest meta-classifier. Knowl. Based Syst. 75 (2015)
Urszula Boryczka, Barbara Probierz, Jan Kozak
An Ant Colony Optimization Algorithm for an Automatic Categorization of Emails. ICCCI (2014)
Jan Kozak, Urszula Boryczka
Goal-Oriented Requirements for ACDT Algorithms. ICCCI (2014)
Jan Kozak, Arkadiusz Nowakowski, Rafal Skinderowicz, Wojciech Wieczorek
Silesian University Computer Combinatorial Games Tournament. J. Int. Comput. Games Assoc. 37 (3) (2014)
Urszula Boryczka, Jan Kozak
On-the-Go Adaptability in the New Ant Colony Decision Forest Approach. ACIIDS (2) (2014)
Wojciech Wieczorek, Rafal Skinderowicz, Jan Kozak, Przemyslaw Juszczuk, Arkadiusz Nowakowski
Selected Algorithms from the 2013 Toads-and-Frogs Blitz Tournament. J. Int. Comput. Games Assoc. 36 (4) (2013)
Jan Kozak, Urszula Boryczka
Dynamic Version of the ACDT/ACDF Algorithm for H-Bond Data Set Analysis. ICCCI (2013)
Urszula Boryczka, Jan Kozak, Rafal Skinderowicz
Heterarchy in Constructing Decision Trees - Parallel ACDT. Trans. Comput. Collect. Intell. 10 (2013)
Urszula Boryczka, Jan Kozak
Ant Colony Decision Forest Meta-ensemble. ICCCI (2) (2012)
Urszula Boryczka, Jan Kozak
New insights of cooperation among ants in Ant Colony Decision Trees. NaBIC (2011)
Wojciech Wieczorek, Rafal Skinderowicz, Jan Kozak, Przemyslaw Juszczuk
New Trends in Clobber Programming. J. Int. Comput. Games Assoc. 34 (3) (2011)
Urszula Boryczka, Jan Kozak
An Adaptive Discretization in the ACDT Algorithm for Continuous Attributes. ICCCI (2) (2011)
Urszula Boryczka, Jan Kozak
Ant Colony Decision Trees - A New Method for Constructing Decision Trees Based on Ant Colony Optimization. ICCCI (1) (2010)
Urszula Boryczka, Jan Kozak
A New Heuristic Function in Ant-miner Approach. ICEIS (2) (2009)