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start [2022/01/20 10:45] sbobek [Most relevant publication list] |
start [2022/06/06 08:33] sbobek [Most recent publication list] |
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For full publication list see [[https:// | For full publication list see [[https:// | ||
- | * Jakubowski J., Stanisz P., Bobek S., Nalepa G.J., Anomaly detection in asset degradation process using variational autoencoder and explanations, | + | * Jakubowski J., Stanisz P., Bobek S., Nalepa G.J., Anomaly detection in asset degradation process using variational autoencoder and explanations, |
* Bobek S., Tadeja S.K., Struski L., Stachura P., Kipouros T., Tabor J., Nalepa G.J., Kristensson P.O., Virtual reality-based parallel coordinates plots enhanced with explainable ai and data-science analytics for decision-making processes, Applied Sciences (Switzerland), | * Bobek S., Tadeja S.K., Struski L., Stachura P., Kipouros T., Tabor J., Nalepa G.J., Kristensson P.O., Virtual reality-based parallel coordinates plots enhanced with explainable ai and data-science analytics for decision-making processes, Applied Sciences (Switzerland), | ||
- | * Nalepa G.J., Bobek S., Kutt K., Atzmueller M., Semantic data mining in ubiquitous sensing: A survey, Sensors, 21, 4322, (2021-07-01). https:// | + | * Nalepa G.J., Bobek S., Kutt K., Atzmueller M., Semantic data mining in ubiquitous sensing: A survey, Sensors, 21, 4322, (2021-07-01). https:// |
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+ | * Kuk M., Bobek S., Nalepa G.J., Explainable clustering with multidimensional bounding boxes, 2021 IEEE 8th International Conference on Data Science and Advanced Analytics, DSAA 2021, , (2021-01-01). https:// | ||
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+ | * Jakubowski J., Stanisz P., Bobek S., Nalepa G.J., Explainable anomaly detection for Hot-rolling industrial process*, 2021 IEEE 8th International Conference on Data Science and Advanced Analytics, DSAA 2021, , (2021-01-01). https:// | ||
* Atzmueller M., Nalepa G.J., Bobek S., Lavrac N., Semantic Data Mining: A Brief Outline, CEUR Workshop Proceedings, | * Atzmueller M., Nalepa G.J., Bobek S., Lavrac N., Semantic Data Mining: A Brief Outline, CEUR Workshop Proceedings, | ||
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* Zuchowska L., Kutt K., Geleta K., Bobek S., Nalepa G.J., Affective games provide controlable context. proposal of an experimental framework, CEUR Workshop Proceedings, | * Zuchowska L., Kutt K., Geleta K., Bobek S., Nalepa G.J., Affective games provide controlable context. proposal of an experimental framework, CEUR Workshop Proceedings, | ||
- | * Szelazek M., Bobek S., Gonzalez-Pardo A., Nalepa G.J., Towards the Modeling of the Hot Rolling Industrial Process. Preliminary Results, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), | + | * Szelazek M., Bobek S., Gonzalez-Pardo A., Nalepa G.J., Towards the Modeling of the Hot Rolling Industrial Process. Preliminary Results, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), |
* Bobek S., Tragarz M.M., Szelazek M., Nalepa G.J., Explaining Machine Learning Models of Emotion Using the BIRAFFE Dataset, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), | * Bobek S., Tragarz M.M., Szelazek M., Nalepa G.J., Explaining Machine Learning Models of Emotion Using the BIRAFFE Dataset, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), | ||
- | * Nalepa G.J., Kutt K., Zycka B.G., Jemiolo P., Bobek S., Analysis and use of the emotional context with wearable devices for games and intelligent assistants, Sensors (Switzerland), | + | * Nalepa G.J., Kutt K., Zycka B.G., Jemiolo P., Bobek S., Analysis and use of the emotional context with wearable devices for games and intelligent assistants, Sensors (Switzerland), |
- | * Nalepa G.J., Kutt K., Bobek S., Mobile platform for affective context-aware systems, Future Generation Computer Systems, 92, 490-503, (2019-03-01). https:// | + | * Nalepa G.J., Kutt K., Bobek S., Mobile platform for affective context-aware systems, Future Generation Computer Systems, 92, 490-503, (2019-03-01). https:// |
- | * Bobek S., Nalepa G.J., Slazynski M., HEARTDROID—Rule engine for mobile and context-aware expert systems, Expert Systems, 36, e12328, (2019-02-01). https:// | + | * Bobek S., Nalepa G.J., Slazynski M., HEARTDROID—Rule engine for mobile and context-aware expert systems, Expert Systems, 36, e12328, (2019-02-01). https:// |
- | * Nalepa G.J., Araszkiewicz M., Nowaczyk S., Bobek S., Building trust to AI systems through explainability. Technical and legal perspectives, | + | * Nalepa G.J., Araszkiewicz M., Nowaczyk S., Bobek S., Building trust to AI systems through explainability. Technical and legal perspectives, |
* Kutt K., Drazyk D., Jemiolo P., Bobek S., Gizycka B., Rodriguez-Fernandez V., Nalepa G.J., Biraffe: Bio-reactions and faces for emotion-based personalization, | * Kutt K., Drazyk D., Jemiolo P., Bobek S., Gizycka B., Rodriguez-Fernandez V., Nalepa G.J., Biraffe: Bio-reactions and faces for emotion-based personalization, | ||
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* Nalepa G.J., Brzychczy E., Bobek S., On the opportunities for using mobile devices for activity monitoring and understanding in mining applications, | * Nalepa G.J., Brzychczy E., Bobek S., On the opportunities for using mobile devices for activity monitoring and understanding in mining applications, | ||
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- | * Nalepa G.J., Kutt K., Bobek S., Gizycka B., Development of mobile platform for affect interpretation. Current progress, CEUR Workshop Proceedings, | ||
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- | * Bobek S., Misiak P., Uncertain decision tree classifier for mobile context-aware computing, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), |