Jan Kozak

63 papers B 15C 3Journal 18Unranked 25
YearRankTypeTitle / Venue / Authors
2026 — conf
Introduction to the Minitrack on Artificial Intelligence and Big Data for Innovative, Collaborative and Sustainable Development of Organizations.
HICSS
Celina M. Olszak, Jozef M. Zurada, Jan Kozak, Zahra Hatami
2026 J jnl
Machine Learning-Based Approach for the Gambling Problem Identification.
Vietnam. J. Comput. Sci.
Jan Kozak, Barbara Probierz, Przemyslaw Juszczuk, Grzegorz Dziczkowski, Tomasz Jach, Piotr Stefanski, Szymon Glowania, Anita Hrabia, Gabriel Wolek, Wojciech Sznapka, Lukasz Swierk, Natalia Joniec
2026 — conf
Predicting Flight Delays Using Machine Learning.
HICSS
Kenney Snell, Jozef M. Zurada, Zahra Hatami, Celina M. Olszak, Jan Kozak
2025 B conf
Emotion and Phrase-Based Patterns in Smishing: A Feature-Driven Detection Framework.
KES
Natalia Krawczyk, Barbara Probierz, Jan Kozak
2025 B conf
Impact of image segmentation on video frame classification performance with tiny objects.
KES
Piotr Stefanski, Tomasz Jach, Jan Kozak
2025 B conf
Optimizing operating room assignment using NLP-Based surgical case classification.
KES
Stachnik Lukasz, Przemyslaw Juszczuk, Jan Kozak
2024 — conf
A Heterogeneous Ensemble of Classifiers for Sports Betting: Based on the English Premier League.
ICCCI (1)
Szymon Glowania, Jan Kozak, Przemyslaw Juszczuk
2024 J jnl
Boxing Punch Detection with Single Static Camera.
Entropy
Piotr Stefanski, Jan Kozak, Tomasz Jach
2024 — conf
Game-Theory Based Voting Schemas for Ensemble of Classifiers.
ACIIDS (1)
Przemyslaw Juszczuk, Jan Kozak
2024 — conf
Identification of Users in a Gambling Problem with the Use of Machine Learning.
ACIIDS (2)
Tomasz Jach, Barbara Probierz, Jan Kozak, Piotr Stefanski, Grzegorz Dziczkowski, Anita Hrabia, Przemyslaw Juszczuk, Szymon Glowania, Gabriel Wolek, Wojciech Sznapka, Lukasz Swierk, Natalia Joniec
2024 — conf
Selection of Rapid Classifier Development Methodology Used to Implement a Screening Study Based on Children's Behavior During School Lessons.
GDN
Grzegorz Dziczkowski, Tomasz Jach, Barbara Probierz, Piotr Stefanski, Jan Kozak
2023 B conf
Classification of Punches in Olympic Boxing Using Static RGB Cameras.
ICCCI
Piotr Stefanski, Tomasz Jach, Jan Kozak
2023 B conf
Dimensionality reduction for real sports data from the German Bundesliga and English Premier League.
KES
Szymon Glowania, Jan Kozak, Przemyslaw Juszczuk
2023 — conf
Emotion Detection from Text in Social Networks.
ACIIDS (1)
Barbara Probierz, Jan Kozak, Przemyslaw Juszczuk
2023 — conf
Goal-Oriented Classification Measure Based on the Game Theory Concepts.
ACIIDS (Companion)
Przemyslaw Juszczuk, Jan Kozak
2023 B conf
Goal-Oriented Classification of Football Results.
ICCCI
Szymon Glowania, Jan Kozak, Przemyslaw Juszczuk
2023 B conf
Knowledge graphs to an analysis and visualization of texts from scientific articles.
KES
Barbara Probierz, Jan Kozak
2023 J jnl
Processing Real-Life Recordings of Facial Expressions of Polish Sign Language Using Action Units.
Entropy
Anna Irasiak, Jan Kozak, Adam Piasecki, Tomasz Steclik
2023 C conf
Sign language interpreting - relationships between research in different areas - overview.
FedCSIS
Barbara Probierz, Jan Kozak, Adam Piasecki, Angelika Podlaszewska
2022 — conf
A Comparative Study of Classification and Clustering Methods from Text of Books.
ACIIDS (2)
Barbara Probierz, Jan Kozak, Anita Hrabia
2022 B conf
Clustering of scientific articles using natural language processing.
KES
Barbara Probierz, Jan Kozak, Anita Hrabia
2022 C conf
Modelling an IT solution to anonymise selected data processed in digital documents.
FedCSIS
Barbara Probierz, Tomasz Jach, Jan Kozak, Radoslaw Pacud, Tomasz Turek
2022 B conf
New Voting Schemas for Heterogeneous Ensemble of Classifiers in the Problem of Football Results Prediction.
KES
Szymon Glowania, Jan Kozak, Przemyslaw Juszczuk
2022 — conf
Portfolio Investments in the Forex Market.
ACIIDS (1)
Przemyslaw Juszczuk, Jan Kozak
2022 J jnl
Preference-Driven Classification Measure.
Entropy
Jan Kozak, Barbara Probierz, Krzysztof Kania, Przemyslaw Juszczuk
2022 — conf
The Problem of Detecting Boxers in the Boxing Ring.
ACIIDS (Companion)
Piotr Stefanski, Jan Kozak, Tomasz Jach
2021 B conf
Adaptive Goal Function of Ant Colony Optimization in Fake News Detection.
ICCCI
Barbara Probierz, Jan Kozak, Piotr Stefanski, Przemyslaw Juszczuk
2021 B conf
Heterogeneous ensembles of classifiers in predicting Bundesliga football results.
KES
Jan Kozak, Szymon Glowania
2021 — conf
Machine Learning in the Context of COVID-19 Pandemic Data Analysis.
ICCCI (CCIS Volume)
Anita Hrabia, Jan Kozak, Przemyslaw Juszczuk
2021 J jnl
Minimum Query Set for Decision Tree Construction.
Entropy
Wojciech Wieczorek, Jan Kozak, Lukasz Strak, Arkadiusz Nowakowski
2021 B conf
Rapid detection of fake news based on machine learning methods.
KES
Barbara Probierz, Piotr Stefanski, Jan Kozak
2021 J jnl
Real-World Data Difficulty Estimation with the Use of Entropy.
Entropy
Przemyslaw Juszczuk, Jan Kozak, Grzegorz Dziczkowski, Szymon Glowania, Tomasz Jach, Barbara Probierz
2021 J jnl
Swarm intelligence goal-oriented approach to data-driven innovation in customer churn management.
Int. J. Inf. Manag.
Jan Kozak, Krzysztof Kania, Przemyslaw Juszczuk, Maciej Mitrega
2020 J jnl
Permutation Entropy as a Measure of Information Gain/Loss in the Different Symbolic Descriptions of Financial Data.
Entropy
Jan Kozak, Krzysztof Kania, Przemyslaw Juszczuk
2020 J jnl
The hybrid ant colony optimization and ensemble method for solving the data stream e-mail foldering problem.
Neural Comput. Appl.
Jan Kozak, Przemyslaw Juszczuk, Barbara Probierz
2020 J jnl
Using similarity measures in prediction of changes in financial market stream data - Experimental approach.
Data Knowl. Eng.
Przemyslaw Juszczuk, Jan Kozak, Krzysztof Kania
2019 — conf
Classification of the Symbolic Financial Data on the Forex Market.
ICCCI (2)
Jan Kozak, Przemyslaw Juszczuk, Krzysztof Kania
2019 — book
Decision Tree and Ensemble Learning Based on Ant Colony Optimization
Decision Tree and Ensemble Learning Based on Ant Colony Optimization
Jan Kozak
2019 J jnl
Enhanced Symbolic Description in Analyzing Patterns and Volatility on the Forex Market.
Vietnam. J. Comput. Sci.
Krzysztof Kania, Przemyslaw Juszczuk, Jan Kozak
2018 — conf
Ant Colony Optimization Algorithms in the Problem of Predicting the Efficiency of the Bank Telemarketing Campaign.
ICCCI (2)
Jan Kozak, Przemyslaw Juszczuk
2018 — conf
Investigating Patterns in the Financial Data with Enhanced Symbolic Description.
ICCCI (2)
Krzysztof Kania, Przemyslaw Juszczuk, Jan Kozak
2017 C conf
Association ACDT as a tool for discovering the financial data rules.
INISTA
Jan Kozak, Przemyslaw Juszczuk
2017 — conf
Classification and Preprocessing in the Stock Data.
BIS (Workshops)
Przemyslaw Juszczuk, Jan Kozak
2016 — conf
Adaptive Ant Clustering Algorithm with Pheromone.
ACIIDS (2)
Urszula Boryczka, Jan Kozak
2016 J jnl
Collective data mining in the ant colony decision tree approach.
Inf. Sci.
Jan Kozak, Urszula Boryczka
2015 — conf
A New Algorithm to Categorize E-mail Messages to Folders with Social Networks Analysis.
ICCCI (2)
Urszula Boryczka, Barbara Probierz, Jan Kozak
2015 — conf
Adaptive Ant Colony Decision Forest in Automatic Categorization of Emails.
ACIIDS (1)
Urszula Boryczka, Barbara Probierz, Jan Kozak
2015 J jnl
Enhancing the effectiveness of Ant Colony Decision Tree algorithms by co-learning.
Appl. Soft Comput.
Urszula Boryczka, Jan Kozak
2015 J jnl
Multiple Boosting in the Ant Colony Decision Forest meta-classifier.
Knowl. Based Syst.
Jan Kozak, Urszula Boryczka
2014 B conf
An Ant Colony Optimization Algorithm for an Automatic Categorization of Emails.
ICCCI
Urszula Boryczka, Barbara Probierz, Jan Kozak
2014 B conf
Goal-Oriented Requirements for ACDT Algorithms.
ICCCI
Jan Kozak, Urszula Boryczka
2014 — conf
On-the-Go Adaptability in the New Ant Colony Decision Forest Approach.
ACIIDS (2)
Urszula Boryczka, Jan Kozak
2014 J jnl
The 3
ICGA J.
Jan Kozak, Arkadiusz Nowakowski, Rafal Skinderowicz, Wojciech Wieczorek
2013 B conf
Dynamic Version of the ACDT/ACDF Algorithm for H-Bond Data Set Analysis.
ICCCI
Jan Kozak, Urszula Boryczka
2013 J jnl
Heterarchy in Constructing Decision Trees - Parallel ACDT.
Trans. Comput. Collect. Intell.
Urszula Boryczka, Jan Kozak, Rafal Skinderowicz
2013 J jnl
Selected Algorithms from the 2013 Toads-and-Frogs Blitz Tournament.
ICGA J.
Wojciech Wieczorek, Rafal Skinderowicz, Jan Kozak, Przemyslaw Juszczuk, Arkadiusz Nowakowski
2012 — conf
Ant Colony Decision Forest Meta-ensemble.
ICCCI (2)
Urszula Boryczka, Jan Kozak
2011 — conf
An Adaptive Discretization in the ACDT Algorithm for Continuous Attributes.
ICCCI (2)
Urszula Boryczka, Jan Kozak
2011 J jnl
New Trends in Clobber Programming.
ICGA J.
Wojciech Wieczorek, Rafal Skinderowicz, Jan Kozak, Przemyslaw Juszczuk
2011 — conf
New insights of cooperation among ants in Ant Colony Decision Trees.
NaBIC
Urszula Boryczka, Jan Kozak
2010 — conf
Ant Colony Decision Trees - A New Method for Constructing Decision Trees Based on Ant Colony Optimization.
ICCCI (1)
Urszula Boryczka, Jan Kozak
2009 — conf
A New Heuristic Function in Ant-miner Approach.
ICEIS (2)
Urszula Boryczka, Jan Kozak
2009 — ch.
New Algorithms for Generation Decision Trees-Ant-Miner and Its Modifications.
Foundations of Computational Intelligence (6)
Urszula Boryczka, Jan Kozak