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J

Jacek Mańdziuk

Warsaw University of Technology

27H-index
244Paper Count
2.3KCitation Count
Published Papers 37
Publication Date
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Sequential-ChordGNN architecture as a knowledge-based approach to algorithmic Roman Numeral Analysis
errJournal of Computational Science
IF3.7
err2026-09-24
err0
PREAI
errJan Mycka; Mikołaj Sikora; Maciej Smołka; Jacek Mańdziuk
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A Fractional-Order Gradient Guided Dynamic Block-Coordinate Evolution Strategy for Large-Scale Expensive Optimization
errIEEE Transactions on Evolutionary Computation
IF12
err2026-09-08
err0
PREAI
errHanyu Hu; Jian Wang; Zhilei Sun; Sichen Tao; Jacek Mańdziuk; Nikhil R. Pal
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errSave
Training chord recognition models on artificially generated audio
errNeural Computing and Applications
IF4.5
err2026-03-30
err0
PREAI
errMartyna Majchrzak; Jacek Mańdziuk
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errSave
Classification of piano performers with deep learning models
errJournal of Computational Science
IF3.7
err2026-02-02
err0
PREAI
errJan Mycka; Jacek Mańdziuk
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errSave
MoBLS: A broad learning system with multi-objective optimization
errAPPLIED SOFT COMPUTING
IF6.6
err2026-01-21
err0
PREAI
errXie, Xuetao; Wang, Jian; Li, Jiamin; Yuan, Bin; Pedrycz, Witold; Mandziuk, Jacek
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errSave
A Unified View of Abstract Visual Reasoning Problems
errMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK AND APPLIED DATA SCIENCE TRACK, ECML PKDD 2025, PT VIII
IF0
err2026-01-01
err0
PREAI
errMalkinski, Mikolaj; Mandziuk, Jacek
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errSave
The Role of Text and Vision Modalities in Solving Bongard Problems with VLMs
errARTIFICIAL INTELLIGENCE AND SOFT COMPUTING, ICAISC 2025, PT II
IF0
err2026-01-01
err0
PREAI
errMalkinski, Mikolaj; Pawlonka, Szymon; Mandziuk, Jacek
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AutoGT: Automatic Generation of Game Trees for Algorithm Benchmarking
errIEEE TRANSACTIONS ON GAMES
IF2.8
err2025-12-01
err0
PREAI
errKarwowski, Jan; Swiechowski, Maciej; Mandziuk, Jacek
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Deep Learning Methods for Abstract Visual Reasoning: A Survey on Raven's Progressive Matrices
errACM COMPUTING SURVEYS
IF28
err2025-02-21
err0
errOAAI
errMalkinski, M; Mandziuk, J
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errSave
Leveraging spiking neural networks for topic modeling
errNEURAL NETWORKS
IF6.3
err2024-10-01
err0
errOAAI
errBialas, Marcin; Mironczuk, Marcin Michal; Mandziuk, Jacek
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errSave
Embedded feature selection approach based on TSK fuzzy system with sparse rule base for high-dimensional classification problems
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2024-07-01
err3
PREAI
errGong, Xiaoling; Wang, Jian; Ren, Qilin; Zhang, Kai; El-Alfy, El-Sayed M.; Mandziuk, Jacek
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Multi-Label Contrastive Learning for Abstract Visual Reasoning
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-02-01
err11
errOAAI
errMalkinski, Mikolaj; Mandziuk, Jacek
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errSave
Evaluation of machine learning methods for impostor detection in web applications✩
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2023-11-01
err2
PREAI
errGrzenda, Maciej; Kazmierczak, Stanislaw; Luckner, Marcin; Borowik, Grzegorz; Mandziuk, Jacek
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An interpretable neural network for robustly determining the location and number of cluster centers
errINTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS
IF2.7
err2023-10-21
err1
PREAI
errXie, Xuetao; Pu, Yi-Fei; Zhang, Huaqing; Mandziuk, Jacek; El-Alfy, El-Sayed M.; Wang, Jian
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errSave
Duel-based neuroevolutionary method for Stackelberg Security Games with boundedly rational Attacker
errAPPLIED SOFT COMPUTING
IF6.6
err2023-10-01
err0
errOAAI
errMandziuk, Jacek; Zychowski, Adam
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errSave
Cross-modal text and visual generation: A systematic review. Part 1: Image to text
errINFORMATION FUSION
IF15.5
err2023-05-01
err6
PREAI
errZelaszczyk, Maciej; Mandziuk, Jacek
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errSave
Coevolution of players strategies in security games
errnature computational science
IF3.7
err2023-04-01
err3
errOAAI
errZychowski, Adam; Mandziuk, Jacek
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errSave
A review of emerging research directions in Abstract Visual Reasoning
errINFORMATION FUSION
IF15.5
err2023-03-01
err5
errOAAI
errMalkinski, Mikolaj; Mandziuk, Jacek
errShare
errSave
Toward human-level tonal and modal melody harmonizations
errnature computational science
IF3.7
err2023-03-01
err2
errOAAI
errMycka, Jan; Zychowski, Adam; Mandziuk, Jacek
errShare
errSave
Sequential Stackelberg Games with bounded rationality
errAPPLIED SOFT COMPUTING
IF6.6
err2023-01-01
err5
PREAI
errKarwowski, Jan; Mandziuk, Jacek; Zychowski, Adam
errShare
errSave

Research Directions

The data has not been retrieved yet.
Co-authors
Cooperation Journals
Y
Yew-Soon Ong
H-index: 81 · Papers: 783
N
Nikhil R. Pal
H-index: 65 · Papers: 399
M
Marcin Woźniak
H-index: 59 · Papers: 392
汪建 cover
汪建 (Jian Wang)
H-index: 55 · Papers: 1.0K
张凯 cover
张凯 (Kai Zhang)
H-index: 51 · Papers: 630
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