Przemyslaw Juszczuk

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 27

Top Topics

Symbolic Descriptions

Machine Learning

Nash Equilibria

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)
Szymon Glowania, Jan Kozak, Przemyslaw Juszczuk
Dimensionality reduction for real sports data from the German Bundesliga and English Premier League. KES (2023)
Przemyslaw Juszczuk, Ignacy Kaliszewski, Janusz Miroforidis, Dmitry Podkopaev
Expected mean return - standard deviation efficient frontier approximation with low-cardinality portfolios in the presence of the risk-free asset. Int. Trans. Oper. Res. 30 (5) (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)
Szymon Glowania, Jan Kozak, Przemyslaw Juszczuk
New Voting Schemas for Heterogeneous Ensemble of Classifiers in the Problem of Football Results Prediction. KES (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)
Anita Hrabia, Jan Kozak, Przemyslaw Juszczuk
Machine Learning in the Context of COVID-19 Pandemic Data Analysis. ICCCI (CCIS Volume) (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, 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)
Przemyslaw Juszczuk, Lech Krus
Soft multicriteria computing supporting decisions on the Forex market. Appl. Soft Comput. 96 (2020)
Przemyslaw Juszczuk, Lech Krus
Supporting Decisions on the Forex Market Using Fuzzy Approach. J. Autom. Mob. Robotics Intell. Syst. 14 (2) (2020)
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)
Przemyslaw Juszczuk
A novel approximate method of computing extended Nash equilibria. Appl. Soft Comput. 76 (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)
Przemyslaw Juszczuk
Multi-start Differential Evolution Approach in the Process of Finding Equilibrium Points in the Covariant Games. ICCCI (2) (2015)
Przemyslaw Juszczuk
Finding Optimal Strategies in the Coordination Games. ICCCI (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)
Urszula Boryczka, Przemyslaw Juszczuk
Differential Evolution as a New Method of Computing Nash Equilibria. Trans. Comput. Collect. Intell. 9 (2013)
Przemyslaw Juszczuk, Urszula Boryczka
The Differential Evolution with the Entropy Based Population Size Adjustment for the Nash Equilibria Problem. ICCCI (2013)
Urszula Boryczka, Przemyslaw Juszczuk
New Differential Evolution Selective Mutation Operator for the Nash Equilibria Problem. ICCCI (2) (2012)
Urszula Boryczka, Przemyslaw Juszczuk
A new evolutionary approach for computing Nash equilibria in bimatrix games with known support. Central Eur. J. Comput. Sci. 2 (2) (2012)
Wojciech Wieczorek, Rafal Skinderowicz, Jan Kozak, Przemyslaw Juszczuk
New Trends in Clobber Programming. J. Int. Comput. Games Assoc. 34 (3) (2011)
Urszula Boryczka, Przemyslaw Juszczuk
Approximate Nash Equilibria in Bimatrix Games. ICCCI (2) (2011)
Urszula Boryczka, Przemyslaw Juszczuk
Comparative Study of the Differential Evolution and Approximation Algorithms for Computing Optimal Mixed Strategies in Zero-Sum Games. ICCCI (1) (2010)