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--- start [2020/09/27 20:44]
sbobek
+++ start [2022/06/06 08:33]
sbobek [Most recent publication list]
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 ====== Szymon Bobek, PhD ======
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-Assistant professor at [[https://fais.uj.edu.pl/start|WFAiIS]] \\ e-mail: [[szymon.bobek@uj.edu.pl|szymon.bobek [at] uj.edu.pl]] \\ Where you can find me: FIXME \\
+Assistant professor at [[https://fais.uj.edu.pl/start|WFAiIS]] \\ e-mail: [[szymon.bobek@uj.edu.pl|szymon.bobek [at] uj.edu.pl]] \\ Where you can find me: room C-2-36 \\
 Member of: [[http://geist.agh.edu.pl|GEIST]] [[http://pssi.agh.edu.pl|PSSI]] \\ Hobby: [[http://www.climb.pl/|Climbing]], [[http://patientonwheels.blogspot.com/|Motorcycles]] \\
 [[http://geist.agh.edu.pl|{{:geist.png|GEIST - Group for Engineering of Intelligent Systems and Technologies}}]][[http://pssi.agh.edu.pl|{{:pssi_logo.png|Polskie Stowarzyszenie Sztucznej Inteligencji}}]]
-Follow me on [[https://www.researchgate.net/profile/Szymon_Bobek|Researchage]]
+Follow me on [[https://www.researchgate.net/profile/Szymon_Bobek|Researchage]] \\
+Follow me on [[https://www.linkedin.com/in/sbobek/|Linked in]]
-===== Most relevant publication list =====
+===== Most recent publication list =====
-For full publication list see [[https://www.bpp.agh.edu.pl/autor/bobek-szymon-06393?lang=en|Full publication list]]
+For full publication list see [[https://orcid.org/0000-0002-6350-8405|Full publication list]]
-  * Bobek S., Nalepa G. (2016). [[http://www.sciencedirect.com/science/article/pii/S1574119205000441|Uncertainty handling in rule-based mobile context-aware systems]], Pervasive and Mobile Computing, **[[http://www.sciencedirect.com/science/article/pii/S1574119205000441|Bibtex]] **
+  * 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 1 times).
-  * Bobek S., Nalepa G. (2016). [[http://www.sciencedirect.com/science/article/pii/S0167739X1630187X|Uncertain context data management in dynamic mobile environments]], Future Generation Computer Systems, **[[http://www.sciencedirect.com/science/article/pii/S0167739X1630187X|Bibtex]]**
-  * Koping, L., Grzegorzek, M., Deinzer, F., Bobek, S., Slazynski, M., & Nalepa, G. J. (2015). [[http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=7266675|Improving indoor localization by user feedback.]] Paper presented at the Information Fusion (Fusion), 2015 18th International Conference on. **[[http://geist.agh.edu.pl/_bib/geist2015/sbk2015fusion|Bibtex]]**
+  * 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., Grodzki, O., & Nalepa, G. J. (2015). [[http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=7175912&filter%3DAND(p_IS_Number%3A7175890)|Indoor microlocation with BLE beacons and incremental rule learning]]. Paper presented at the Cybernetics (CYBCONF), 2015 IEEE 2nd International Conference on. **[[http://geist.agh.edu.pl/_bib/geist2015/sbk2015cybconf|Bibtex]]**
-  * Bobek, S., & Nalepa, G. (2015). [[http://link.springer.com/chapter/10.1007%2F978-3-319-21542-6_6#page-1|Compact representation of conditional probability for rule-based mobile context-aware systems]]. In A. Bikakis, P. Fodor & D. Roman (Eds.), Springer International Publishing. **[[http://geist.agh.edu.pl/_bib/geist2015/sbk2015ruleml|Bibtex]]**
+  * 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 2 times).
-  * Bobek, S., Nalepa, G., & Grodzki, O. (2015). [[http://link.springer.com/chapter/10.1007%2F978-3-319-19369-4_50|Automated Discovery of Mobile Users Locations with Improved K-means Clustering]]. Paper presented at the Artificial Intelligence and Soft Computing. **[[http://geist.agh.edu.pl/_bib/geist2015/sbk2015icaisc-cluster|Bibtex]]**
-  * Bobek, S., Ślażyński M., Nalepa, G.(2015). [[http://link.springer.com/chapter/10.1007%2F978-3-319-19369-4_51|Capturing Dynamics of Mobile Context-Aware Systems with Rules and Statistical Analysis of Historical Data]]. Paper presented at the Artificial Intelligence and Soft Computing. **[[http://geist.agh.edu.pl/_bib/geist2015/sbk2015icaisc-stat|Bibtex]]**
+  * 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 (cited 0 times).
-  * Bobek, S., & Nalepa, G. (2014). [[http://link.springer.com/chapter/10.1007%2F978-3-319-09870-8_11|Incomplete and Uncertain Data Handling in Context-Aware Rule-Based Systems with Modified Certainty Factors Algebra.]] In A. Bikakis, P. Fodor & D. Roman (Eds.), (Vol. 8620, pp. 157-167). Springer International Publishing.**[[http://geist.agh.edu.pl/_bib/geist2014/sbk2014ruleml|Bibtex]]**
-  * Szymon Bobek Grzegorz J. Nalepa, A. L. W. A. K. K. T. (2014). [[http://link.springer.com/article/10.1007%2Fs11042-014-2060-9|Mobile Context-based Framework for Threat Monitoring in Urban Environment with Social Threat Monitor.]] Multimedia Tools and Applications, XX(XX), xx-xx. **[[http://geist.agh.edu.pl/_bib/geist2014/sbk2014mtap|Bibtex]]**
+  * 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 (cited 3 times).
-  *  Nalepa, G. J., & Bobek, S. (2014). [[http://www.comsis.org/archive.php?show=pprsnaa5|Rule-Based Solution for Context-Aware Reasoning on Mobile Devices]] Computer Science and Information Systems, 11(1). **[[http://geist.agh.edu.pl/_bib/geist2014/gjn2013comsis|Bibtex]]**
-  * Bobek, S., Porzycki, K., & Nalepa, G. J. (2013). [[http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6644136|Learning sensors usage patterns in mobile context-aware systems]], Paper presented at the Proceedings of the FedCSIS 2013 conference, Krakow. **[[http://geist.agh.edu.pl/_bib/geist2013/sbk2013fedcsis|Bibtex]]**
+  * 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).
-  * Bobek, S., Nalepa, G. J., & Adrian, W. T. (2013). [[http://link.springer.com/chapter/10.1007%2F978-3-642-38559-9_3|Mobile context-based framework for monitoring threats in urban environment.]] Paper presented at the Multimedia Communications, Services and Security: 6th International Conference, MCSS 2013: Kraków, Poland. June 6-7, 2013. Proceedings. **[[http://geist.agh.edu.pl/_bib/geist2013**/sbk2013mcss|Bibtex]]
+  * 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).
+  * 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).
+  * 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., 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).
+  * 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).
+  * 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).
+  * 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).
+  * 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).
+  * 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).
+  * 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 2 times).
+  * 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).
+  * 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 18 times).
+  * 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 29 times).
+  * 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 9 times).
+  * 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 0 times).
+  * 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).
+  * 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).

Szymon Bobek

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