A New Heuristic Function in Ant-miner Approach. - Urszula Boryczka; Jan Kozak (ICEIS (2), 2009)

New Algorithms for Generation Decision Trees-Ant-Miner and Its Modifications. - Urszula Boryczka; Jan Kozak (Foundations of Computational Intelligence (6), 2009)

Ant Colony Decision Trees - A New Method for Constructing Decision Trees Based on Ant Colony Optimization. - Urszula Boryczka; Jan Kozak (ICCCI (1), 2010)

An Adaptive Discretization in the ACDT Algorithm for Continuous Attributes. - Urszula Boryczka; Jan Kozak (ICCCI (2), 2011)

New insights of cooperation among ants in Ant Colony Decision Trees. - Urszula Boryczka; Jan Kozak (NaBIC, 2011)

New Trends in Clobber Programming. - Wojciech Wieczorek; Rafal Skinderowicz; Jan Kozak; Przemyslaw Juszczuk (J. Int. Comput. Games Assoc., 2011)

Ant Colony Decision Forest Meta-ensemble. - Urszula Boryczka; Jan Kozak (ICCCI (2), 2012)

Dynamic Version of the ACDT/ACDF Algorithm for H-Bond Data Set Analysis. - Jan Kozak; Urszula Boryczka (ICCCI, 2013)

Selected Algorithms from the 2013 Toads-and-Frogs Blitz Tournament. - Wojciech Wieczorek; Rafal Skinderowicz; Jan Kozak; Przemyslaw Juszczuk; Arkadiusz Nowakowski (J. Int. Comput. Games Assoc., 2013)

Heterarchy in Constructing Decision Trees - Parallel ACDT. - Urszula Boryczka; Jan Kozak; Rafal Skinderowicz (Trans. Comput. Collect. Intell., 2013)

On-the-Go Adaptability in the New Ant Colony Decision Forest Approach. - Urszula Boryczka; Jan Kozak (ACIIDS (2), 2014)

An Ant Colony Optimization Algorithm for an Automatic Categorization of Emails. - Urszula Boryczka; Barbara Probierz; Jan Kozak (ICCCI, 2014)

Goal-Oriented Requirements for ACDT Algorithms. - Jan Kozak; Urszula Boryczka (ICCCI, 2014)

The 3th Silesian University Computer Combinatorial Games Tournament. - Jan Kozak; Arkadiusz Nowakowski; Rafal Skinderowicz; Wojciech Wieczorek (J. Int. Comput. Games Assoc., 2014)

Adaptive Ant Colony Decision Forest in Automatic Categorization of Emails. - Urszula Boryczka; Barbara Probierz; Jan Kozak (ACIIDS (1), 2015)

A New Algorithm to Categorize E-mail Messages to Folders with Social Networks Analysis. - Urszula Boryczka; Barbara Probierz; Jan Kozak (ICCCI (2), 2015)

Enhancing the effectiveness of Ant Colony Decision Tree algorithms by co-learning. - Urszula Boryczka; Jan Kozak (Appl. Soft Comput., 2015)

Multiple Boosting in the Ant Colony Decision Forest meta-classifier. - Jan Kozak; Urszula Boryczka (Knowl. Based Syst., 2015)

Adaptive Ant Clustering Algorithm with Pheromone. - Urszula Boryczka; Jan Kozak (ACIIDS (2), 2016)

Collective data mining in the ant colony decision tree approach. - Jan Kozak; Urszula Boryczka (Inf. Sci., 2016)

Classification and Preprocessing in the Stock Data. - Przemyslaw Juszczuk; Jan Kozak (BIS (Workshops), 2017)

Association ACDT as a tool for discovering the financial data rules. - Jan Kozak; Przemyslaw Juszczuk (INISTA, 2017)

Investigating Patterns in the Financial Data with Enhanced Symbolic Description. - Krzysztof Kania; Przemyslaw Juszczuk; Jan Kozak (ICCCI (2), 2018)

Ant Colony Optimization Algorithms in the Problem of Predicting the Efficiency of the Bank Telemarketing Campaign. - Jan Kozak; Przemyslaw Juszczuk (ICCCI (2), 2018)

Classification of the Symbolic Financial Data on the Forex Market. - Jan Kozak; Przemyslaw Juszczuk; Krzysztof Kania (ICCCI (2), 2019)

Enhanced Symbolic Description in Analyzing Patterns and Volatility on the Forex Market. - Krzysztof Kania; Przemyslaw Juszczuk; Jan Kozak (Vietnam. J. Comput. Sci., 2019)

Decision Tree and Ensemble Learning Based on Ant Colony Optimization - Jan Kozak (Decision Tree and Ensemble Learning Based on Ant Colony Optimization, 2019)

Using similarity measures in prediction of changes in financial market stream data - Experimental approach. - Przemyslaw Juszczuk; Jan Kozak; Krzysztof Kania (Data Knowl. Eng., 2020)

Permutation Entropy as a Measure of Information Gain/Loss in the Different Symbolic Descriptions of Financial Data. - Jan Kozak; Krzysztof Kania; Przemyslaw Juszczuk (Entropy, 2020)

The hybrid ant colony optimization and ensemble method for solving the data stream e-mail foldering problem. - Jan Kozak; Przemyslaw Juszczuk; Barbara Probierz (Neural Comput. Appl., 2020)

Machine Learning in the Context of COVID-19 Pandemic Data Analysis. - Anita Hrabia; Jan Kozak; Przemyslaw Juszczuk (ICCCI (CCIS Volume), 2021)

Adaptive Goal Function of Ant Colony Optimization in Fake News Detection. - Barbara Probierz; Jan Kozak; Piotr Stefanski; Przemyslaw Juszczuk (ICCCI, 2021)

Heterogeneous ensembles of classifiers in predicting Bundesliga football results. - Jan Kozak; Szymon Glowania (KES, 2021)

Rapid detection of fake news based on machine learning methods. - Barbara Probierz; Piotr Stefanski; Jan Kozak (KES, 2021)

Real-World Data Difficulty Estimation with the Use of Entropy. - Przemyslaw Juszczuk; Jan Kozak; Grzegorz Dziczkowski; Szymon Glowania; Tomasz Jach; Barbara Probierz (Entropy, 2021)

Minimum Query Set for Decision Tree Construction. - Wojciech Wieczorek; Jan Kozak; Lukasz Strak; Arkadiusz Nowakowski (Entropy, 2021)

Swarm intelligence goal-oriented approach to data-driven innovation in customer churn management. - Jan Kozak; Krzysztof Kania; Przemyslaw Juszczuk; Maciej Mitrega (Int. J. Inf. Manag., 2021)

Portfolio Investments in the Forex Market. - Przemyslaw Juszczuk; Jan Kozak (ACIIDS (1), 2022)

A Comparative Study of Classification and Clustering Methods from Text of Books. - Barbara Probierz; Jan Kozak; Anita Hrabia (ACIIDS (2), 2022)

The Problem of Detecting Boxers in the Boxing Ring. - Piotr Stefanski; Jan Kozak; Tomasz Jach (ACIIDS (Companion), 2022)

Modelling an IT solution to anonymise selected data processed in digital documents. - Barbara Probierz; Tomasz Jach; Jan Kozak; Radoslaw Pacud; Tomasz Turek (FedCSIS, 2022)

New Voting Schemas for Heterogeneous Ensemble of Classifiers in the Problem of Football Results Prediction. - Szymon Glowania; Jan Kozak; Przemyslaw Juszczuk (KES, 2022)

Clustering of scientific articles using natural language processing. - Barbara Probierz; Jan Kozak; Anita Hrabia (KES, 2022)

Preference-Driven Classification Measure. - Jan Kozak; Barbara Probierz; Krzysztof Kania; Przemyslaw Juszczuk (Entropy, 2022)

Goal-Oriented Classification Measure Based on the Game Theory Concepts. - Przemyslaw Juszczuk; Jan Kozak (ACIIDS (Companion), 2023)

Emotion Detection from Text in Social Networks. - Barbara Probierz; Jan Kozak; Przemyslaw Juszczuk (ACIIDS (1), 2023)

Sign language interpreting - relationships between research in different areas - overview. - Barbara Probierz; Jan Kozak; Adam Piasecki; Angelika Podlaszewska (FedCSIS, 2023)

Goal-Oriented Classification of Football Results. - Szymon Glowania; Jan Kozak; Przemyslaw Juszczuk (ICCCI, 2023)

Classification of Punches in Olympic Boxing Using Static RGB Cameras. - Piotr Stefanski; Tomasz Jach; Jan Kozak (ICCCI, 2023)

Dimensionality reduction for real sports data from the German Bundesliga and English Premier League. - Szymon Glowania; Jan Kozak; Przemyslaw Juszczuk (KES, 2023)

Knowledge graphs to an analysis and visualization of texts from scientific articles. - Barbara Probierz; Jan Kozak (KES, 2023)

Processing Real-Life Recordings of Facial Expressions of Polish Sign Language Using Action Units. - Anna Irasiak; Jan Kozak; Adam Piasecki; Tomasz Steclik (Entropy, 2023)

Identification of Users in a Gambling Problem with the Use of Machine Learning. - Tomasz Jach; Barbara Probierz; Jan Kozak; Piotr Stefanski; Grzegorz Dziczkowski; Anita Hrabia; Przemyslaw Juszczuk; Szymon Glowania; Gabriel Wolek; Wojciech Sznapka; Lukasz Swierk; Natalia Joniec (ACIIDS (2), 2024)

Game-Theory Based Voting Schemas for Ensemble of Classifiers. - Przemyslaw Juszczuk; Jan Kozak (ACIIDS (1), 2024)

Selection of Rapid Classifier Development Methodology Used to Implement a Screening Study Based on Children's Behavior During School Lessons. - Grzegorz Dziczkowski; Tomasz Jach; Barbara Probierz; Piotr Stefanski; Jan Kozak (GDN, 2024)

A Heterogeneous Ensemble of Classifiers for Sports Betting: Based on the English Premier League. - Szymon Glowania; Jan Kozak; Przemyslaw Juszczuk (ICCCI (1), 2024)

Boxing Punch Detection with Single Static Camera. - Piotr Stefanski; Jan Kozak; Tomasz Jach (Entropy, 2024)