Radosław Michalski - home page    Wersja polska       English version   
Publications
Book chapters
  1. Michalski, R., Kazienko, P.: Social Network Analysis in Organizational Structures Evaluation. Alhajj, R., Rokne, J. (eds.) Encyclopedia of Social Network Analysis and Mining, vol. 3, pp. 1832-1844. Springer (2014)
  2. Michalski, R., Kazienko, P.: Maximizing Social Influence in Real-World Networks - the State of the Art and Current Challenges. Król, D., Fay, D., Gabryś, B. (eds.) Propagation Phenomena in Real World Networks, Intelligent Systems Reference Library, Vol. 85, pp. 329-359. Springer (2015)
  3. Palus, S., Kazienko, P., Michalski, R.: Evaluation of Corporate Structure Based on Social Network Analysis. Cakir, A., De Pablos, P.O. (eds.) Social Development and High Technology Industries: Strategies and Applications, pp. 58-69. IGI-Global (2012)
International journals
  1. Jankowski, J., Bródka, P., Kazienko, P., Szymański, B., Michalski, R., Kajdanowicz, T.: Balancing Speed and Coverage by Sequential Seeding in Complex Networks. Scientific Reports (JCR-listed journal), 7(1), 891 (2017)
  2. Kajdanowicz, T., Michalski, R., Musiał, K., Kazienko, P.: Learning in Unlabelled Networks - An Active Learning and Inference Approach. AI Communications (JCR-listed journal), Vol. 29, No. 1, pp. 123-148, IOS Press (2016) [abstract] PDF
  3. Michalski, R., Kajdanowicz, T., Bródka, P., Kazienko, P.: Seed Selection for Spread of Influence in Social Networks: Temporal vs. Static Approach. New Generation Computing (JCR-listed journal), Vol. 32, Issue 3-4, pp. 213-235. Ohmsha-Japan and Springer (2014) [abstract] PDF BibTeX
  4. Jankowski. J., Michalski, R., Bródka, P., Kazienko, P., Utz, S.: Knowledge Acquisition from Social Platforms Based on Network Distributions Fitting. Computers in Human Behavior (JCR-listed journal), Vol. 51, Part B, pp. 685–693, Elsevier (2015) PDF BibTeX
  5. Różewski, P., Jankowski. J., Bródka, P., Michalski, R.: Knowledge Workers' Collaborative Learning Behavior Modeling in an Organizational Social Network. Computers in Human Behavior (JCR-listed journal), Vol. 51, Part B, pp. 1248–1260, Elsevier (2015) PDF BibTeX
Preprints
  1. Jankowski, J., Michalski, R., Bródka, P.: How we interact and influence each other in virtual worlds: spreading processes in multilayer complex network. arXiv preprint, arXiv:1702.06373 (2017)
International conferences
  1. Jankowski, J., Michalski, R.: Increasing Coverage of Information Spreading in Social Networks with Supporting Seeding. DMBD 2017, The Second International Conference on Data Mining and Big Data, pp. TBA (2017)
  2. Jankowski, J., Bródka, P., Kazienko, P., Szymański, B., Kajdanowicz, T., Michalski, R.: Sequential Seeding in Complex Networks - Trading Speed for Coverage. Poster at NetSci-X 2017, The 2017 International School and Conference on Network Science (2017)
  3. Michalski, R., Weskida, M.: Using Evolutionary Algorithm and GPGPU for Finding Influential Nodes in Social Networks. Poster at NetSci-X 2017, The 2017 International School and Conference on Network Science (2017) PDF
  4. Weskida, M., Michalski, R.: Evolutionary Algorithm for Seed Selection in Social Influence Process. SNAA 2016 Workshop at ASONAM 2016, The 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining. IEEE Computer Society, pp. 1189-1196 (2016)
  5. Michalski, R., Kazienko, P., Kulisiewicz M.: Core Nodes as the Influencers in Temporal Social Networks. Poster at ICCSS 2016 - 2016 International Conference on Computational Social Science. Evanston, IL, USA (2016)
  6. Michalski, R., Kazienko, P., Kulisiewicz M.: Powerful by Presence: the Role of Core Nodes in the Social Influence Process. Lightning talk at NetSci 2016 - International School and Conference on Network Science. Seoul, Korea (2016)
  7. Jankowski, J., Bródka, P., Kajdanowicz, T., Szymański, B., Kazienko, P., Michalski, R.: Sequential Seeding in Social Networks with the Dynamic Recomputation of Network Measures. Lightning talk at NetSci 2016 - International School and Conference on Network Science. Seoul, Korea (2016)
  8. Jankowski, J., Kajdanowicz, T., Bródka, P., Michalski, R., Kazienko, P.: Sequential Seeding in Social Networks. Poster at NetSci-X 2016 - International School and Conference on Network Science. Wrocław, Poland (2016)
  9. Kulisiewicz, M., Lawyer, G., Michalski, R.: How to Find the most Infectious Nodes in Temporal Setting?. Talk at NetSci-X 2016 - International School and Conference on Network Science. Wrocław, Poland (2016)
  10. Tuligłowicz, W., Jankowski, J., Michalski, R., Kazienko, P.: Spread of Negative User Behaviours in Social Networks. Talk at NetSci-X 2016 - International School and Conference on Network Science. Wrocław, Poland (2016)
  11. Jankowski, J., Michalski, R., Kazienko, P., Bródka, P., Utz, S.: Adaptive Survey Design Using Structural Characteristics of the Social Network. SocInfo 2015 - The 7th International Conference on Social Informatics. Lecture Notes in Computer Science LNCS, vol. 9471, pp. 153-163, Springer, Berlin Heidelberg (2015)
  12. Kulisiewicz, M., Lawyer, G., Michalski, R.: Predicting the Spreading Power of Infectious Nodes in Temporal Networks. Talk at CCS'15 Satellite Workshop: Contagion'15 - Modeling of Disease Contagion Processes (2015)
  13. Michalski, R., Kazienko, P.: The Spreading Power of Core Nodes in Temporal Social Networks. Talk at CCS'15 Satellite Workshop: Computational Social Science (2015)
  14. Michalski, R.: Linear Threshold Model in Temporal Networks - Seed Selection for Social Influence. ASONAM 2015, The 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining. IEEE Computer Society, pp. 922-923 (2015)
  15. Michalski, R., Kajdanowicz, T., Bródka, P., Kazienko, P.: Spread of Influence in Temporal Networks. Poster at International Conference on Computational Social Science ICCSS 2015
  16. Bródka, P., Kazienko, P., Michalski, R.: Group Extraction in Multi-layered Social Network, NetSci 2015
  17. Michalski, R., Jankowski, J., Bródka, P., Kazienko, P.: The Same Network - Different Communities? The Multidimensional Study of Groups in the Cyberspace. ASONAM 2014, The 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining. IEEE Computer Society, pp. 864-869 (2014)
  18. Bródka, P., Kazienko, P., Andreasson, A., Frączkowski, K., Misiaszek, A., Saganowski, S., Zhao, L., Curcin, V., Arvanitis, T.N., Delaney, B.C., Michalski, R.: Remote Patient Health Condition Monitoring for Clinical Research. Talk at WONCA 2014 (2014)
  19. Michalski, R., Kazienko, P., Kajdanowicz, T., Bródka, P.: Data-driven Seed Selection for Spread of Influence in Temporal Social Networks. Workshop on Sociophysics at SigmaPhi 2014 - The International Conference on Statistical Physics 2014, Kaniadakis G., Scarfone A.M. (eds.), p. 75. (2014)
  20. Michalski, R., Kajdanowicz, T., Bródka, P., Kazienko, P.: Seed Selection in Social Networks - Temporal Approach Benefits. Satellite Symposium on Temporal Networks, Human Dynamics and Social Physics (TnetSphys'14) at NetSci 2014
  21. Kajdanowicz, T., Michalski, R., Musiał, K., Kazienko, P.: Active Learning and Inference for Classification in Networks. Poster at NetSci 2014 PDF
  22. Michalski, R., Kazienko, P., Jankowski, J.: Convince a Dozen More and Succeed - The Influence in Multi-layered Social Networks. The Second Workshop on Complex Networks and their Applications at SITIS 2013 - The 9th International Conference on Signal Image Technology & Internet based Systems, December 2-5 2013, Kyoto, Japan, IEEE Computer Society, pp. 499-505 (2013) [abstract] PDF BibTeX
  23. Michalski, R., Jankowski, J., Bródka, P., Kazienko, P.: How the Network Dynamics Influences the Diffusion of Innovations. Poster at Workshop on Temporal and Dynamic Networks: From Data to Models - NetSci 2013 PDF
  24. Bródka, P., Kazienko, P., Saganowski, S., Michalski, R.: Quantifying Multi-layered Complex Networks. Satellite Symposium on Multiple Network Modeling, Analysis and Mining at NetSci 2013
  25. Michalski, R., Kazienko, P., Jankowski, J.: Analysing Viral Campaigns in Social Networks by Means of Branching Processes. Poster at NetSci 2013 PDF
  26. Kajdanowicz, T., Michalski, R., Musiał-Gabryś, K., Kazienko, P.: Active Learning and Inference Method for Within Network Classification. ASONAM 2013, The 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining. IEEE Computer Society, pp. 1299-1306 (2013)
  27. Jankowski, J., Michalski, R., Kazienko, P.: Compensatory Seeding in Networks with Varying Availability of Nodes. ASONAM 2013, The 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining. IEEE Computer Society, pp. 1242-1249 (2013) [abstract] PDF BibTeX
  28. Kazienko, P., Kajdanowicz, T., Michalski, R., Bródka, P.: From Data to Human Behaviour. SOCIETY 2013 - International Conference on Social Intelligence and Technology, IEEE Computer Society, pp. 100-108 (2013)
  29. Jankowski, J., Kozielski, M., Filipowski, W., Michalski, R.: The Diffusion of Viral Content in Multi-layered Social Networks. ICCCI 2013, The 5th International Conference on Computational Collective Intelligence Technologies and Applications. Lecture Notes in Artificial Intelligence LNAI, vol. 8083, pp. 30-39, Springer, Berlin Heidelberg (2013) [abstract] PDF BibTeX
  30. Jankowski, J., Ciuberek, S., Zbieg, A., Michalski, R.: Studying Paths of Participation in Viral Diffusion Process. SocInfo 2012 - The 4th International Conference on Social Informatics. Lecture Notes in Computer Science LNCS, vol. 7710, pp. 503-516, Springer, Berlin Heidelberg (2012) [abstract] PDF BibTeX
  31. Jankowski, J., Michalski, R., Kazienko, P.: The Multidimensional Study of Viral Campaigns as Branching Processes. SocInfo 2012 - The 4th International Conference on Social Informatics. Lecture Notes in Computer Science LNCS, vol. 7710, pp. 462-474, Springer, Berlin Heidelberg (2012) [abstract] PDF BibTeX
  32. Michalski, R., Bródka, P., Kazienko, P., Juszczyszyn, K.: Quantifying Social Network Dynamics. CASoN 2012, The Fourth International Conference on Computational Aspects of Social Networks. IEEE Computer Society, pp. 69-74 (2012) [abstract] PDF BibTeX
  33. Michalski, R., Jankowski, J., Kazienko, P.: Negative Effects of Incentivised Viral Campaigns for Activity in Social Networks. SCA 2012, The 2nd International Conference on Social Computing and its Applications. IEEE Computer Society, pp. 391-398 (2012) [abstract] PDF BibTeX
  34. Michalski, R., Kazienko, P.: Towards the Exception-Aware Workflow System. IADIS International Conference on Applied Computing 2012. Proceedings of the IADIS International Conference on Applied Computing, pp. 413-416 (2012) [abstract]
  35. Michalski, R., Kazienko, P.: Gathering Information about Social Network Users by means of CSRF Attack. MISSI 2012, The 8th International Conference on Multimedia & Network Information Systems. Tempo, pp. 165-173 (2012) [abstract]
  36. Zbieg, A., Żak, B., Jankowski, J., Michalski, R., Ciuberek, S.: Studying Diffusion of Viral Content at Dyadic Level. ASONAM 2012, The 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining. IEEE Computer Society, pp. 1291-1297 (2012) [abstract] PDF BibTeX
  37. Michalski, R., Kazienko, P., Król, D.: Predicting Social Network Measures using Machine Learning Approach. ASONAM 2012, The 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining. IEEE Computer Society, pp. 1088-1091 (2012) [abstract] PDF BibTeX
  38. Michalski, R., Bródka, P., Palus, S., Kazienko, P., Juszczyszyn, K.: Modelling Social Network Evolution. SocInfo 2011, The Third International Conference on Social Informatics. Lecture Notes in Computer Science LNCS, vol. 6984, pp. 283-286, Springer, Berlin Heidelberg (2011) [abstract] PDF BibTeX
  39. Michalski, R., Palus, S., Kazienko, P.: Matching Organizational Structure and Social Network Extracted from Email Communication. BIS 2011, 14th International Conference on Business Information Systems. Lecture Notes in Business Information Processing LNBIP, vol. 87, pp. 197-206, Springer, Berlin Heidelberg (2011) [abstract] PDF BibTeX
  40. Kazienko, P., Michalski, R., Palus, S.: Social Network Analysis as a Tool for Improving Enterprise Architecture. KES-AMSTA 2011, The 5th International KES Symposium on Agents and Multi-agent Systems - Technologies and Applications. Lecture Notes in Artificial Intelligence LNAI, vol. 6682, pp. 651-660, Springer, Berlin Heidelberg (2011) [abstract] PDF BibTeX
Doctoral dissertation
  1. Michalski, R.: Maximizing the Spread of Influence in Temporal Social Networks. Doctoral dissertation in computer science defended at Wrocław University of Science and Technology, Faculty of Computer Science and Management, Wrocław, Poland. Supervisor: Prof. Przemysław Kazienko (2014)
Contact me
Wrocław University of Science and Technology
Department of Computational Intelligence
Radosław Michalski

Wybrzeze Wyspianskiego 27
50-370 Wroclaw
Poland

Bldg. A-1, room 203L



My GPG key (about GPG)

Phone no. +48 71 320 36 09
Fax +48 71 320 34 53

University calendar

Kalendarz akademicki PWr


    Radosław Michalski © 2011-2017