Differences

This shows you the differences between two versions of the page.

--- start [2022/01/20 10:45]
sbobek [Most relevant publication list]
+++ start [2023/01/11 08:34] (current)
sbobek [Szymon Bobek, PhD]
@@ Line 7: / Line 7: @@
 Follow me on [[https://www.researchgate.net/profile/Szymon_Bobek|Researchage]] \\
-Follow me on [[https://www.linkedin.com/in/sbobek/|Linked in]]
+Follow me on [[https://www.linkedin.com/in/sbobek/|Linked in]] \\
+Checkout my code on [[https://github.com/sbobek/|Github]]
 ===== Most recent publication list =====
 For full publication list see [[https://orcid.org/0000-0002-6350-8405|Full publication list]]
-  * Jakubowski J., Stanisz P., Bobek S., Nalepa G.J., Anomaly detection in asset degradation process using variational autoencoder and explanations, Sensors, 22, 291, (2022-01-01). https://doi.org/10.3390/s22010291 (cited 0 times).
+   * Kutt K., Drazyk D., Zuchowska L., Szelazek M., Bobek S., Nalepa G.J., BIRAFFE2, a multimodal dataset for emotion-based personalization in rich affective game environments, Scientific Data, 9, 274, (2022-12-01). https://doi.org/10.1038/s41597-022-01402-6.
-  * 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), 12, 331, (2022-01-01). https://doi.org/10.3390/app12010331 (cited 0 times).
+  * Bobek S., Kuk M., Brzegowski J., Brzychczy E., Nalepa G.J., KnAC: an approach for enhancing cluster analysis with background knowledge and explanations, Applied Intelligence, , (2022-01-01). https://doi.org/10.1007/s10489-022-04310-9. (Source code: https://github.com/sbobek/knac)
-  * Nalepa G.J., Bobek S., Kutt K., Atzmueller M., Semantic data mining in ubiquitous sensing: A survey, Sensors, 21, 4322, (2021-07-01). https://doi.org/10.3390/s21134322 (cited 1 times).
+  * Bobek S., Kuk M., Szelazek M., Nalepa G.J., Enhancing Cluster Analysis With Explainable AI and Multidimensional Cluster Prototypes, IEEE Access, 10, 101556-101574, (2022-01-01). https://doi.org/10.1109/ACCESS.2022.3208957. (Source code: https://github.com/sbobek/clamp)
-  * Atzmueller M., Nalepa G.J., Bobek S., Lavrac N., Semantic Data Mining: A Brief Outline, CEUR Workshop Proceedings, 3032, (2021-01-01). http://ceur-ws.org/Vol-3032 (cited 0 times).
+  * Kuk M., Bobek S., Nalepa G.J., Comparing Explanations from Glass-Box and Black-Box Machine-Learning Models, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 13352 LNCS, 668-675, (2022-01-01). https://doi.org/10.1007/978-3-031-08757-8_55.
-  * Kutt K., Zuchowska L., Bobek S., Nalepa G.J., People in the context - An analysis of game-based experimental protocol, CEUR Workshop Proceedings, 2995, 46-50, (2021-01-01). http://ceur-ws.org/Vol-2995 (cited 0 times).
+  * Jakubowski J., Stanisz P., Bobek S., Nalepa G.J., Performance of Explainable AI Methods in Asset Failure Prediction, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 13353 LNCS, 472-485, (2022-01-01). https://doi.org/10.1007/978-3-031-08760-8_40.
-  * Bobek S., Nalepa G.J., Augmenting Automatic Clustering with Expert Knowledge and Explanations, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 12745 LNCS, 631-638, (2021-01-01). https://doi.org/10.1007/978-3-030-77970-2_48 (cited 0 times).
+  * Jakubowski J., Stanisz P., Bobek S., Nalepa G.J., Anomaly detection in asset degradation process using variational autoencoder and explanations, Sensors, 22, 291, (2022-01-01). https://doi.org/10.3390/s22010291.
-  * Bobek S., Balaga P., Nalepa G.J., Towards Model-Agnostic Ensemble Explanations, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 12745 LNCS, 39-51, (2021-01-01). https://doi.org/10.1007/978-3-030-77970-2_4 (cited 0 times).
+  * 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), 12, 331, (2022-01-01). https://doi.org/10.3390/app12010331.
-  * Bobek S., Mozolewski M., Nalepa G.J., Explanation-Driven Model Stacking, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 12747 LNCS, 361-371, (2021-01-01). https://doi.org/10.1007/978-3-030-77980-1_28 (cited 0 times).
+  * Nalepa G.J., Bobek S., Kutt K., Atzmueller M., Semantic data mining in ubiquitous sensing: A survey, Sensors, 21, 4322, (2021-07-01). https://doi.org/10.3390/s21134322.
-  * Bobek S., Nalepa G.J., Introducing Uncertainty into Explainable AI Methods, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 12747 LNCS, 444-457, (2021-01-01). https://doi.org/10.1007/978-3-030-77980-1_34 (cited 0 times).
+  * 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://doi.org/10.1109/DSAA53316.2021.9564220.
-  * Nalepa G.J., Araszkiewicz M., Atzmueller M., Verheij B., Bobek S., Preface, CEUR Workshop Proceedings, 2891, (2021-01-01). http://ceur-ws.org/Vol-2891 (cited 0 times).
+  * 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://doi.org/10.1109/DSAA53316.2021.9564228.
-  * Kutt K., Drazyk D., Bobek S., Nalepa G.J., Personality-based affective adaptation methods for intelligent systems, Sensors (Switzerland), 21, 1-32, (2021-01-01). https://doi.org/10.3390/s21010163 (cited 4 times).
+  * Atzmueller M., Nalepa G.J., Bobek S., Lavrac N., Semantic Data Mining: A Brief Outline, CEUR Workshop Proceedings, 3032, (2021-01-01). http://ceur-ws.org/Vol-3032.
-  * Bobek S., Trzcinkowska A., Brzychczy E., Nalepa G.J., Cluster discovery from sensor data incorporating expert knowledge, CEUR Workshop Proceedings, 3020, 10-21, (2020-01-01). http://ceur-ws.org/Vol-3020 (cited 0 times).
+  * Kutt K., Zuchowska L., Bobek S., Nalepa G.J., People in the context - An analysis of game-based experimental protocol, CEUR Workshop Proceedings, 2995, 46-50, (2021-01-01). http://ceur-ws.org/Vol-2995.
-  * Zuchowska L., Kutt K., Geleta K., Bobek S., Nalepa G.J., Affective games provide controlable context. proposal of an experimental framework, CEUR Workshop Proceedings, 2787, 45-50, (2020-01-01). http://ceur-ws.org/Vol-2787 (cited 2 times).
+  * Bobek S., Nalepa G.J., Augmenting Automatic Clustering with Expert Knowledge and Explanations, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 12745 LNCS, 631-638, (2021-01-01). https://doi.org/10.1007/978-3-030-77970-2_48.
-  * 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), 12489 LNCS, 385-396, (2020-01-01). https://doi.org/10.1007/978-3-030-62362-3_34 (cited 1 times).
+  * Bobek S., Balaga P., Nalepa G.J., Towards Model-Agnostic Ensemble Explanations, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 12745 LNCS, 39-51, (2021-01-01). https://doi.org/10.1007/978-3-030-77970-2_4.
-  * 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), 12416 LNAI, 290-300, (2020-01-01). https://doi.org/10.1007/978-3-030-61534-5_26 (cited 0 times).
+  * Bobek S., Mozolewski M., Nalepa G.J., Explanation-Driven Model Stacking, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 12747 LNCS, 361-371, (2021-01-01). https://doi.org/10.1007/978-3-030-77980-1_28.
-  * 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), 19, 2509, (2019-06-01). https://doi.org/10.3390/s19112509 (cited 14 times).
+  * Bobek S., Nalepa G.J., Introducing Uncertainty into Explainable AI Methods, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 12747 LNCS, 444-457, (2021-01-01). https://doi.org/10.1007/978-3-030-77980-1_34.
-  * 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://doi.org/10.1016/j.future.2018.02.033 (cited 26 times).
+  * Nalepa G.J., Araszkiewicz M., Atzmueller M., Verheij B., Bobek S., Preface, CEUR Workshop Proceedings, 2891, (2021-01-01). http://ceur-ws.org/Vol-2891.
-  * 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://doi.org/10.1111/exsy.12328 (cited 7 times).
+  * Kutt K., Drazyk D., Bobek S., Nalepa G.J., Personality-based affective adaptation methods for intelligent systems, Sensors (Switzerland), 21, 1-32, (2021-01-01). https://doi.org/10.3390/s21010163.
-  * Nalepa G.J., Araszkiewicz M., Nowaczyk S., Bobek S., Building trust to AI systems through explainability. Technical and legal perspectives, CEUR Workshop Proceedings, 2681, (2019-01-01). http://ceur-ws.org/Vol-2681 (cited 1 times).
+  * Bobek S., Trzcinkowska A., Brzychczy E., Nalepa G.J., Cluster discovery from sensor data incorporating expert knowledge, CEUR Workshop Proceedings, 3020, 10-21, (2020-01-01). http://ceur-ws.org/Vol-3020.
-  * 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, CEUR Workshop Proceedings, 2609, (2019-01-01). http://ceur-ws.org/Vol-2609 (cited 2 times).
+  * Zuchowska L., Kutt K., Geleta K., Bobek S., Nalepa G.J., Affective games provide controlable context. proposal of an experimental framework, CEUR Workshop Proceedings, 2787, 45-50, (2020-01-01). http://ceur-ws.org/Vol-2787.
-  * Lepicki M.Z., Bobek S., Affective context-aware systems: Architecture of a dynamic framework, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11509 LNAI, 575-584, (2019-01-01). https://doi.org/10.1007/978-3-030-20915-5_51 (cited 0 times).
-  * Bobek S., Jurek K., Causal rules detection in streams of unlabeled, mixed type values with finit domains, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11315 LNCS, 64-74, (2018-01-01). https://doi.org/10.1007/978-3-030-03496-2_8 (cited 0 times).
-  * Nalepa G.J., Brzychczy E., Bobek S., On the opportunities for using mobile devices for activity monitoring and understanding in mining applications, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11315 LNCS, 75-83, (2018-01-01). https://doi.org/10.1007/978-3-030-03496-2_9 (cited 1 times).
-  * Nalepa G.J., Kutt K., Bobek S., Gizycka B., Development of mobile platform for affect interpretation. Current progress, CEUR Workshop Proceedings, 2166, (2018-01-01). http://ceur-ws.org/Vol-2166 (cited 0 times).
-  * 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), 10842 LNAI, 276-287, (2018-01-01). https://doi.org/10.1007/978-3-319-91262-2_25 (cited 1 times).

Szymon Bobek

User Tools

Site Tools

Differences

Page Tools