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Grzegorz J. Nalepa

jagiellonian university

25H-index
317Paper Count
2.4KCitation Count
Published Papers 34
Publication Date
Benchmark datasets for predictive maintenance challenges in steel manufacturing
err2026-04-03
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errOAAI
errJJ Jakub Jakubowski; SB Szymon Bobek; GJ Grzegorz J. Nalepa
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Cloud-based digitization workflow with rich metadata acquisition for cultural heritage objects
err2026-01-17
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PREAI
errKrzysztof Kutt; Luiz do Valle Miranda; Jakub Gomułka; Grzegorz J. Nalepa
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Conditional Generative Adversarial Network-Based Travel Route Recommendation
err2026-01-01
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PREAI
errShin, Sunbin; Nguyen, Luong Vuong; Nalepa, Grzegorz J.; Novais, Paulo; Pham, Xuan Hau; Jung, Jason J.
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Toward Explainable Industrial AI: The Role of Knowledge Graphs
err2026-01-01
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PREAI
errManai, Sabri; Bobek, Szymon; Nalepa, Grzegorz J.; Miranda, Luiz do Valle; Kutt, Krzysztof; Jung, Jason J.
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User-centric evaluation of explainability of AI with and for humans: A comprehensive empirical study
err2025-09-13
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PREAI
errSzymon Bobek; Paloma Korycińska; Monika Krakowska; Maciej Mozolewski; Dorota Rak; Magdalena Zych; Magdalena Wójcik; Grzegorz J. Nalepa
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The Promise and Pitfalls of Artificial Intelligence in the Evaluation of Synthetic “Greenness”
err2025-08-21
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errOAAI
errPaweł Mateusz Nowak; Michał Woźniakiewicz; Grzegorz J. Nalepa; Bartosz A. Grzybowski
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Fuzzy Particle Filtering Based Approach for Battery RUL Prediction With Uncertainty Reduction Strategies
err2025-04-01
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errOAAI
errKim, Gwanpil; Jung, Jason J.; Kim, Dong Kyu; Koo, Min; Nalepa, Grzegorz J.; Nowaczyk, Slawomir
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Explainable proactive control of industrial processes
err2024-09-01
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PREAI
errKuk, Edyta; Bobek, Szymon; Nalepa, Grzegorz J.
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Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trends
err2023-12-01
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errOAAI
errGorriz, J. M.; Avarez-Illan, I.; Avarez-Marquina, A.; Arco, J. E.; Atzmueller, M.; Ballarini, F.; Barakova, E.; Bologna, G.; Bonomini, P.; Castellanos-Dominguez, G.; Castillo-Barnes, D.; Cho, S. B.; Contreras, R.; Cuadra, J. M.; Dominguez, E.; Dominguez-Mateos, F.; Duro, R. J.; Elizondo, D.; Fernandez-Caballero, A.; Fernandez-Jover, E.; Formoso, M. A.; Gallego-Molina, N. J.; Gamazo, J.; Gonzalez, J. Garcia; Garcia-Rodriguez, J.; Garre, C.; Garrigos, J.; Gomez-Rodellar, A.; Gomez-Vilda, P.; Grana, M.; Guerrero-Rodriguez, B.; Hendrikse, S. C. F.; Jimenez-Mesa, C.; Jodra-Chuan, M.; Julian, V.; Kotz, G.; Kutt, K.; Leming, M.; de Lope, J.; Macas, B.; Marrero-Aguiar, V.; Martinez, J. J.; Martinez-Murcia, F. J.; Martinez-Tomas, R.; Mekyska, J.; Nalepa, G. J.; Novais, P.; Orellana, D.; Ortiz, A.; Palacios-Alonso, D.; Palma, J.; Pereira, A.; Pinacho-Davidson, P.; Pinninghoff, M. A.; Ponticorvo, M.; Psarrou, A.; Ramirez, J.; Rincon, M.; Rodellar-Biarge, V.; Rodriguez-Rodriguez, I.; Roelofsma, P. H. M. P.; Santos, J.; Salas-Gonzalez, D.; Salcedo-Lagos, P.; Segovia, F.; Shoeibi, A.; Silva, M.; Simic, D.; Suckling, J.; Treur, J.; Tsanas, A.; Varela, R.; Wang, S. H.; Wang, W.; Zhang, Y. D.; Zhu, H.; Zhu, Z.; Ferrandez-Vicente, J. M.
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DeepVATS: Deep Visual Analytics for Time Series
err2023-10-01
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errOAAI
errRodriguez-Fernandez, Victor; Montalvo-Garcia, David; Piccialli, Francesco; Nalepa, Grzegorz J.; Camacho, David
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Semantic data mining-based decision support for quality assessment in steel industry
err2023-05-03
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PREAI
errSzelazek, Maciej; Bobek, Szymon; Nalepa, Grzegorz J. J.
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Imperative vs. Declarative Modeling of Industrial Process. The Case Study of the Longwall Shearer Operation
err2023-01-01
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errOAAI
errBrzychczy, Edyta; Szpyrka, Marcin; Korski, Jacek; Nalepa, Grzegorz J.
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KnAC: an approach for enhancing cluster analysis with background knowledge and explanations
err2022-11-23
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errOAAI
errBobek, Szymon; Kuk, Michal; Brzegowski, Jakub; Brzychczy, Edyta; Nalepa, Grzegorz J.
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Enhancing Cluster Analysis With Explainable AI and Multidimensional Cluster Prototypes
err2022-01-01
err19
errOAAI
errBobek, Szymon; Kuk, Michal; Szelazek, Maciej; Nalepa, Grzegorz J.
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Anomaly Detection in Asset Degradation Process Using Variational Autoencoder and Explanations
errSENSORS
IF3.5
err2021-12-31
err28
errOAAI
errJakubowski, Jakub; Stanisz, Przemyslaw; Bobek, Szymon; Nalepa, Grzegorz J.
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