Jan Kozak

Orcid: 0000-0002-2128-6998

According to our database1, Jan Kozak authored at least 57 papers between 2009 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Boxing Punch Detection with Single Static Camera.
Entropy, August, 2024

A Heterogeneous Ensemble of Classifiers for Sports Betting: Based on the English Premier League.
Proceedings of the Computational Collective Intelligence - 16th International Conference, 2024

Selection of Rapid Classifier Development Methodology Used to Implement a Screening Study Based on Children's Behavior During School Lessons.
Proceedings of the Human-Centric Decision and Negotiation Support for Societal Transitions, 2024

Game-Theory Based Voting Schemas for Ensemble of Classifiers.
Proceedings of the Intelligent Information and Database Systems - 16th Asian Conference, 2024

Identification of Users in a Gambling Problem with the Use of Machine Learning.
Proceedings of the Intelligent Information and Database Systems - 16th Asian Conference, 2024

2023
Processing Real-Life Recordings of Facial Expressions of Polish Sign Language Using Action Units.
Entropy, January, 2023

Knowledge graphs to an analysis and visualization of texts from scientific articles.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023

Dimensionality reduction for real sports data from the German Bundesliga and English Premier League.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023

Classification of Punches in Olympic Boxing Using Static RGB Cameras.
Proceedings of the Computational Collective Intelligence - 15th International Conference, 2023

Goal-Oriented Classification of Football Results.
Proceedings of the Computational Collective Intelligence - 15th International Conference, 2023

Sign language interpreting - relationships between research in different areas - overview.
Proceedings of the 18th Conference on Computer Science and Intelligence Systems, 2023

Emotion Detection from Text in Social Networks.
Proceedings of the Intelligent Information and Database Systems - 15th Asian Conference, 2023

Goal-Oriented Classification Measure Based on the Game Theory Concepts.
Proceedings of the Recent Challenges in Intelligent Information and Database Systems, 2023

2022
Preference-Driven Classification Measure.
Entropy, 2022

Clustering of scientific articles using natural language processing.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES-2022, 2022

New Voting Schemas for Heterogeneous Ensemble of Classifiers in the Problem of Football Results Prediction.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES-2022, 2022

Modelling an IT solution to anonymise selected data processed in digital documents.
Proceedings of the 17th Conference on Computer Science and Intelligence Systems, 2022

The Problem of Detecting Boxers in the Boxing Ring.
Proceedings of the Recent Challenges in Intelligent Information and Database Systems, 2022

A Comparative Study of Classification and Clustering Methods from Text of Books.
Proceedings of the Intelligent Information and Database Systems - 14th Asian Conference, 2022

Portfolio Investments in the Forex Market.
Proceedings of the Intelligent Information and Database Systems - 14th Asian Conference, 2022

2021
Swarm intelligence goal-oriented approach to data-driven innovation in customer churn management.
Int. J. Inf. Manag., 2021

Minimum Query Set for Decision Tree Construction.
Entropy, 2021

Real-World Data Difficulty Estimation with the Use of Entropy.
Entropy, 2021

Rapid detection of fake news based on machine learning methods.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, 2021

Heterogeneous ensembles of classifiers in predicting Bundesliga football results.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, 2021

Adaptive Goal Function of Ant Colony Optimization in Fake News Detection.
Proceedings of the Computational Collective Intelligence - 13th International Conference, 2021

Machine Learning in the Context of COVID-19 Pandemic Data Analysis.
Proceedings of the Advances in Computational Collective Intelligence, 2021

2020
The hybrid ant colony optimization and ensemble method for solving the data stream e-mail foldering problem.
Neural Comput. Appl., 2020

Permutation Entropy as a Measure of Information Gain/Loss in the Different Symbolic Descriptions of Financial Data.
Entropy, 2020

Using similarity measures in prediction of changes in financial market stream data - Experimental approach.
Data Knowl. Eng., 2020

2019
Decision Tree and Ensemble Learning Based on Ant Colony Optimization
Studies in Computational Intelligence 781, Springer, ISBN: 978-3-319-93752-6, 2019

Enhanced Symbolic Description in Analyzing Patterns and Volatility on the Forex Market.
Vietnam. J. Comput. Sci., 2019

Classification of the Symbolic Financial Data on the Forex Market.
Proceedings of the Computational Collective Intelligence - 11th International Conference, 2019

2018
Ant Colony Optimization Algorithms in the Problem of Predicting the Efficiency of the Bank Telemarketing Campaign.
Proceedings of the Computational Collective Intelligence - 10th International Conference, 2018

Investigating Patterns in the Financial Data with Enhanced Symbolic Description.
Proceedings of the Computational Collective Intelligence - 10th International Conference, 2018

2017
Association ACDT as a tool for discovering the financial data rules.
Proceedings of the IEEE International Conference on INnovations in Intelligent SysTems and Applications, 2017

Classification and Preprocessing in the Stock Data.
Proceedings of the Business Information Systems Workshops, 2017

2016
Collective data mining in the ant colony decision tree approach.
Inf. Sci., 2016

Adaptive Ant Clustering Algorithm with Pheromone.
Proceedings of the Intelligent Information and Database Systems - 8th Asian Conference, 2016

2015
Multiple Boosting in the Ant Colony Decision Forest meta-classifier.
Knowl. Based Syst., 2015

Enhancing the effectiveness of Ant Colony Decision Tree algorithms by co-learning.
Appl. Soft Comput., 2015

A New Algorithm to Categorize E-mail Messages to Folders with Social Networks Analysis.
Proceedings of the Computational Collective Intelligence - 7th International Conference, 2015

Adaptive Ant Colony Decision Forest in Automatic Categorization of Emails.
Proceedings of the Intelligent Information and Database Systems - 7th Asian Conference, 2015

2014
The 3<sup>th</sup> Silesian University Computer Combinatorial Games Tournament.
J. Int. Comput. Games Assoc., 2014

Goal-Oriented Requirements for ACDT Algorithms.
Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2014

An Ant Colony Optimization Algorithm for an Automatic Categorization of Emails.
Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2014

On-the-Go Adaptability in the New Ant Colony Decision Forest Approach.
Proceedings of the Intelligent Information and Database Systems - 6th Asian Conference, 2014

2013
Heterarchy in Constructing Decision Trees - Parallel ACDT.
Trans. Comput. Collect. Intell., 2013

Selected Algorithms from the 2013 Toads-and-Frogs Blitz Tournament.
J. Int. Comput. Games Assoc., 2013

Dynamic Version of the ACDT/ACDF Algorithm for H-Bond Data Set Analysis.
Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2013

2012
Ant Colony Decision Forest Meta-ensemble.
Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2012

2011
New Trends in Clobber Programming.
J. Int. Comput. Games Assoc., 2011

New insights of cooperation among ants in Ant Colony Decision Trees.
Proceedings of the Third World Congress on Nature & Biologically Inspired Computing, 2011

An Adaptive Discretization in the ACDT Algorithm for Continuous Attributes.
Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2011

2010
Ant Colony Decision Trees - A New Method for Constructing Decision Trees Based on Ant Colony Optimization.
Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2010

2009
New Algorithms for Generation Decision Trees-Ant-Miner and Its Modifications.
Proceedings of the Foundations of Computational Intelligence - Volume 6: Data Mining, 2009

A New Heuristic Function in Ant-miner Approach.
Proceedings of the ICEIS 2009, 2009


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