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Bobek, Szymon
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1

Understanding Survival Models Through Counterfactual Explan..:

, In: Computational Science – ICCS 2024; Lecture Notes in Computer Science,
Alabdallah, Abdallah ; Jakubowski, Jakub ; Pashami, Sepideh... - p. 310-324 , 2024
Link: https://doi.org/10.1007/..
 
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2

Explainable proactive control of industrial processes:

Kuk, Edyta ; Bobek, Szymon ; Nalepa, Grzegorz J.
Journal of Computational Science.  81 (2024)  - p. 102329 , 2024
Link: https://doi.org/10.1016/..
 
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3

Assessment of Explainable Anomaly Detection for Monitoring ..:

, In: Computational Science – ICCS 2024; Lecture Notes in Computer Science,
Jakubowski, Jakub ; Stanisz, Przemysław ; Bobek, Szymon. - p. 330-344 , 2024
Link: https://doi.org/10.1007/..
 
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4

Towards Explainable Deep Domain Adaptation:

, In: Communications in Computer and Information Science; Artificial Intelligence. ECAI 2023 International Workshops,
Bobek, Szymon ; Nowaczyk, Sławomir ; Pashami, Sepideh.. - p. 101-113 , 2024
Link: https://doi.org/10.1007/..
 
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5

Hybrid and co-learning approach for anomalies prediction an..:

Rajaoarisoa, Lala ; Kuk, Michał ; Bobek, Szymon.
Engineering Applications of Artificial Intelligence.  133 (2024)  - p. 108046 , 2024
Link: https://doi.org/10.1016/..
 
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6

Explainable Anomaly Detection in Industrial Streams:

, In: Communications in Computer and Information Science; Artificial Intelligence. ECAI 2023 International Workshops,
Jakubowski, Jakub ; Stanisz, Przemysław ; Bobek, Szymon. - p. 87-100 , 2024
Link: https://doi.org/10.1007/..
 
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7

Improving Understandability of Explanations with a Usage of..:

, In: Communications in Computer and Information Science; Artificial Intelligence. ECAI 2023 International Workshops,
Szelążek, Maciej ; Bobek, Szymon ; Nalepa, Grzegorz J. - p. 36-47 , 2024
Link: https://doi.org/10.1007/..
 
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8

Artificial Intelligence. ECAI 2023 International Workshops:.. 

Communications in Computer and Information Science, 1948
Nowaczyk, Sławomir ; Biecek, Przemysław ; Chung, Neo Christopher... - 1st ed. 2024 . , 2024
Link: https://doi.org/10.1007/..
 
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9

Artificial Intelligence. ECAI 2023 International Workshops:.. 

Communications in Computer and Information Science, 1947
Nowaczyk, Sławomir ; Biecek, Przemysław ; Chung, Neo Christopher... - 1st ed. 2024 . , 2024
Link: https://doi.org/10.1007/..
 
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10

Visual Patterns in an Interactive App for Analysis Based on..:

, In: Communications in Computer and Information Science; Artificial Intelligence. ECAI 2023 International Workshops,
Grabska-Gradzińska, Iwona ; Szelążek, Maciej ; Bobek, Szymon. - p. 48-59 , 2024
Link: https://doi.org/10.1007/..
 
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11

Visual Explanations and Perturbation-Based Fidelity Metrics..:

, In: Computational Science – ICCS 2024; Lecture Notes in Computer Science,
Mozolewski, Maciej ; Bobek, Szymon ; Nalepa, Grzegorz J. - p. 294-309 , 2024
Link: https://doi.org/10.1007/..
 
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12

Semantic data mining‐based decision support for quality ass..:

Szelążek, Maciej ; Bobek, Szymon ; Nalepa, Grzegorz J.
Expert Systems.  41 (2023)  2 - p. , 2023
Link: https://doi.org/10.1111/..
 
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13

Poster: Human-in-the-Loop Anomaly Detection in Industrial D..:

, In: Proceedings of the 15th Biannual Conference of the Italian SIGCHI Chapter,
Jakubowski, Jakub ; Bobek, Szymon ; Nalepa, Grzegorz J. - p. 1-2 , 2023
Link: https://dl.acm.org/doi/1..
 
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14

Towards Online Anomaly Detection in Steel Manufacturing Pro..:

, In: Computational Science – ICCS 2023; Lecture Notes in Computer Science,
Jakubowski, Jakub ; Stanisz, Przemysław ; Bobek, Szymon. - p. 469-482 , 2023
Link: https://doi.org/10.1007/..
 
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15

Enhanced Explanations for Knowledge-Augmented Clustering us..:

, In: 2023 IEEE 10th International Conference on Data Science and Advanced Analytics (DSAA),
Szelazek, Maciej ; Hudson, Dan ; Bobek, Szymon.. - p. 1-11 , 2023
Link: https://doi.org/10.1109/..
 
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