Jan Kozak

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.

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[DOI]

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.

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[DOI]

Piotr Stefanski

Tomasz Jach

Proceedings of the Computational Collective Intelligence - 15th International Conference, 2023

Goal-Oriented Classification of Football Results.

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[DOI]

Proceedings of the Computational Collective Intelligence - 15th International Conference, 2023

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

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[DOI]

Adam Piasecki

Angelika Podlaszewska

Proceedings of the 18th Conference on Computer Science and Intelligence Systems, 2023

Emotion Detection from Text in Social Networks.

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[DOI]

Proceedings of the Intelligent Information and Database Systems - 15th Asian Conference, 2023

2022

Preference-Driven Classification Measure.

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[DOI]

Entropy, 2022

Clustering of scientific articles using natural language processing.

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[DOI]

Anita Hrabia

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.

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[DOI]

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.

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[DOI]

Proceedings of the 17th Conference on Computer Science and Intelligence Systems, 2022

The Problem of Detecting Boxers in the Boxing Ring.

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[DOI]

Piotr Stefanski

Tomasz Jach

Proceedings of the Recent Challenges in Intelligent Information and Database Systems, 2022

A Comparative Study of Classification and Clustering Methods from Text of Books.

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[DOI]

Anita Hrabia

Proceedings of the Intelligent Information and Database Systems - 14th Asian Conference, 2022

Portfolio Investments in the Forex Market.

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[DOI]

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.

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[DOI]

Int. J. Inf. Manag., 2021

Minimum Query Set for Decision Tree Construction.

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[DOI]

Entropy, 2021

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

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[DOI]

Entropy, 2021

Rapid detection of fake news based on machine learning methods.

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[DOI]

Piotr Stefanski

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.

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[DOI]

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.

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[DOI]

Proceedings of the Computational Collective Intelligence - 13th International Conference, 2021

Machine Learning in the Context of COVID-19 Pandemic Data Analysis.

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[DOI]

Anita Hrabia

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.

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[DOI]

Neural Comput. Appl., 2020

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

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[DOI]

Entropy, 2020

Using similarity measures in prediction of changes in financial market stream data - Experimental approach.

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[DOI]

Data Knowl. Eng., 2020

2019

Decision Tree and Ensemble Learning Based on Ant Colony Optimization

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[DOI]

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.

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[DOI]

Vietnam. J. Comput. Sci., 2019

Classification of the Symbolic Financial Data on the Forex Market.

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[DOI]

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.

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[DOI]

Proceedings of the Computational Collective Intelligence - 10th International Conference, 2018

Investigating Patterns in the Financial Data with Enhanced Symbolic Description.

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[DOI]

Proceedings of the Computational Collective Intelligence - 10th International Conference, 2018

2017

Association ACDT as a tool for discovering the financial data rules.

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[DOI]

Proceedings of the IEEE International Conference on INnovations in Intelligent SysTems and Applications, 2017

Classification and Preprocessing in the Stock Data.

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[DOI]

Proceedings of the Business Information Systems Workshops, 2017

2016

Collective data mining in the ant colony decision tree approach.

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[DOI]

Inf. Sci., 2016

Adaptive Ant Clustering Algorithm with Pheromone.

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[DOI]

Proceedings of the Intelligent Information and Database Systems - 8th Asian Conference, 2016

2015

Multiple Boosting in the Ant Colony Decision Forest meta-classifier.

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[DOI]

Knowl. Based Syst., 2015

Enhancing the effectiveness of Ant Colony Decision Tree algorithms by co-learning.

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[DOI]

Appl. Soft Comput., 2015

A New Algorithm to Categorize E-mail Messages to Folders with Social Networks Analysis.

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[DOI]

Proceedings of the Computational Collective Intelligence - 7th International Conference, 2015

Adaptive Ant Colony Decision Forest in Automatic Categorization of Emails.

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[DOI]

Proceedings of the Intelligent Information and Database Systems - 7th Asian Conference, 2015

2014

The 3<sup>th</sup> Silesian University Computer Combinatorial Games Tournament.

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[DOI]

J. Int. Comput. Games Assoc., 2014

Goal-Oriented Requirements for ACDT Algorithms.

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[DOI]

Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2014

An Ant Colony Optimization Algorithm for an Automatic Categorization of Emails.

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[DOI]

Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2014

On-the-Go Adaptability in the New Ant Colony Decision Forest Approach.

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[DOI]

Proceedings of the Intelligent Information and Database Systems - 6th Asian Conference, 2014

2013

Heterarchy in Constructing Decision Trees - Parallel ACDT.

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[DOI]

Rafal Skinderowicz

Trans. Comput. Collect. Intell., 2013

Selected Algorithms from the 2013 Toads-and-Frogs Blitz Tournament.

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[DOI]

J. Int. Comput. Games Assoc., 2013

Dynamic Version of the ACDT/ACDF Algorithm for H-Bond Data Set Analysis.

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[DOI]

Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2013

2012

Ant Colony Decision Forest Meta-ensemble.

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[DOI]

Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2012

2011

New Trends in Clobber Programming.

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[DOI]

J. Int. Comput. Games Assoc., 2011

New insights of cooperation among ants in Ant Colony Decision Trees.

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[DOI]

Proceedings of the Third World Congress on Nature & Biologically Inspired Computing, 2011

An Adaptive Discretization in the ACDT Algorithm for Continuous Attributes.

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[DOI]

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.

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[DOI]

Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2010

2009

New Algorithms for Generation Decision Trees-Ant-Miner and Its Modifications.

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[DOI]

Proceedings of the Foundations of Computational Intelligence - Volume 6: Data Mining, 2009

A New Heuristic Function in Ant-miner Approach.

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