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sbobek
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sbobek [Szymon Bobek, PhD]
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 ====== Szymon Bobek, PhD ====== ====== Szymon Bobek, PhD ======
 {{ ::photo-code.png?250|}} {{ ::photo-code.png?250|}}
-Assistant professor at [[https://fais.uj.edu.pl/start|WFAiIS]] \\ e-mail: [[szymon.bobek@agh.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]] \\  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}}]] [[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]] \\ 
 +Checkout my code on [[https://github.com/sbobek/|Github]]
  
-===== 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]] 
 + 
 +   * 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., 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) 
 + 
 +  * 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) 
 + 
 +  * 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. 
 + 
 +  * 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. 
 + 
 +  * 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., 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. 
 + 
 +  * 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. 
 + 
 +  * 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. 
 + 
 +  * 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. 
 + 
 +  * 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. 
 + 
 +  * 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. 
 + 
 +  * 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. 
 + 
 +  * 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., 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. 
 + 
 +  * 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., Araszkiewicz M., Atzmueller M., Verheij B., Bobek S., Preface, CEUR Workshop Proceedings, 2891, (2021-01-01). http://ceur-ws.org/Vol-2891. 
 + 
 +  * 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. 
 + 
 +  * 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. 
 + 
 +  * 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.
  
-  * 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]] ** 
-  * 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., 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]]** 
-  * 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]]** 
-  * 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]]** 
-  *  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]]** 
-  * 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]] 
start.1601239414.txt.gz · Last modified: 2020/09/27 20:43 by sbobek