Návrh na zahájení habilitačního řízení Mgr. Miloš Kudělka, Ph.D. v oboru Informatika na FEI VŠB-TU Ostrava

Návrh na zahájení habilitačního řízení Mgr. Miloš Kudělka, Ph.D. v oboru Informatika na FEI VŠB-TU Ostrava Osobní údaje Uchazeč: Miloš Kudělka Datum a místo narození: 6. 8. 1960, Olomouc Adresa trvalého bydliště: Polívkova 816/10, Olomouc, 779 00 Zaměstnání: Odborný asistent, Katedra informatiky, FEI, VŠB-TU Ostrava Název habilitační práce: Data Analysis for Social Media Vzdělání 2009 Ph.D. FEI, VŠB-TU Ostrava obor: Informatika a aplikovaná matematika dizertační práce: Mining of Named Web Objects 1984 Mgr. PřF UP Olomouc obor: Matematika Deskriptivní geometrie diplomová práce: Mimoběžnost podprostorů v E n Profesní praxe 2010- Junior researcher, IT4 Innovations, VŠB-TU Ostrava 2010- Odborný asistent, Katedra informatiky, FEI, VŠB-TU Ostrava 2004-2010 Vedoucí softwarového vývoje a softwarový architekt, Inflex, s.r.o. Olomouc 1991-2005 Odborný asistent, Katedra informatiky, PřF UP Olomouc. 1989-1991 Zástupce ředitele pro teoretické vyučování, SOU Dobrovolského 6, Hodonín 1984-1989 Učitel, SOU Dobrovolského 6, Hodonín. Výuka cvičící 2010-2011 Algoritmy I 2011-2012 Algoritmy II 2010-2011 Základy softwarového inženýrství

2011- Vývoj informačních systémů 2013- Programování II garant 2011- Vývoj informačních systémů (nový předmět) 2013- Programování II (nový předmět) dříve (KI PřF UP) 1991-2005 vedení cvičení a garant předmětů Paradigmata programování I, Metody výuky informatiky, Algoritmická matematika Školitel bakalářské práce 16 diplomové práce 34 Granty hlavní řešitel, spoluřešitel MŠMT FRVS2014/229 Výuka programování v I. ročníku bakalářského studijního programu Informační a komunikační technologie - inovace materiálů k přednáškám, 2014, Mgr. Miloš Kudělka, Ph.D. (řešitel) Granty člen řešitelského týmu MŠMT ED1.1.00/02.0070 Centrum excelence IT4Innovations, 2011-2015, prof. Ing. Ivo Vondrák, CSc (řešitel). MŠMT EE.2.3.20.0072 Rozvoj lidských zdrojů ve výzkumu a vývoji moderních soft computingových metod a jejich praktického využití, 2011-2014, prof. Ing. Ivan Zelinka, Ph.D (řešitel). Publikace 3 články v impaktovaných časopisech, 1 přijat k publikaci 1 článek v recenzovaných časopisech databáze Scopus 37 příspěvků ve sbornících na ISI Proceedings 16 příspěvků ve sbornících na Scopus 10 dalších publikací Dle http://core.edu.au/ je hodnoceno 18 konferenčních příspěvků: A-1, B-7, C-10. 3 IF články podle ISI Web of Knowledge (ISI WoK) - Kudelka, M., Snasel, V., Horak, Z., Ella Hassanien, A., Abraham, A., Velasquez, J. D. (2014). A Novel Approach for Comparing Web Sites by Using MicroGenres. Engineering Applications of Artificial Intelligence, 35, 187-198. IF/SJR (2013) 1.962/1.186, Q1 in Control and Systems Engineering, Q2 in Artificial Intelligence.

- Kudelka, M., Horak, Z., Snasel, V., Kromer, P., Platos, J., Abraham, A. (2012). Social and Swarm Aspects of Co-authorship Network. Logic Journal of the IGPL, 20(3), 634-643. IF/SJR (2012) 1.126/0.756, Q4 in Applied Mathematics, Q1 in Logic, Citace 6. - Kudelka, M., Horak, Z., Vozenilek, V., Snasel, V. (2012). Orthophoto Feature Extraction and Clustering. Neural Network World, 22(2), 103-121. IF/SJR (2012) 0.362/0.320, Q3 in Artificial Intelligence, Citace 2. - Kudelka, M., Zehnalova, S., Horak, Z., Kromer, P., Snasel, V. (přijato 29.9.2014), Local Dependency in Networks. International Journal of Applied Mathematics and Computer Science (AMCS). IF/SJR (2013) 1.390/0.661, Q1 in Engineering, Q2 in Applied Mathematics, Q1 in Computer Science. 1 ostatní časopisecký článek podle Scopus - Snasel, V., Kudelka, M., Horak, Z. (2010). Web Content Mining Using MicroGenres. Studies in Computational Intelligence, 311, 79-111. SJR (2010) 0.172, Q4 in Artificial Intelligence. 37 konferenčních příspěvků podle ISI Proceedings - Radvansky, M., Horak, Z., Kudelka, M., Snasel, V. (2013). Evolution of Author s Profiles Based on Analysis of DBLP Data. In Advances in Databases and Information Systems (ADBIS), pp. 17-326. Springer: Advances in Intelligent Systems and Computing. - Horak, Z., Kudelka, M., Snasel, V. (2013). Properties of Concept Lattice Reduction Based on Matrix Factorization. In Systems, Man, and Cybernetics (SMC), pp. 333-338. Hodnocení B. - Radvansky, M., Horak, Z., Kudelka, M., Snasel, V. (2013). Author Profile Identification Using Formal Concept Analysis. In Soft Computing Models in Industrial and Environmental Applications (SOCO), pp. 485-494. Springer: Advances in Intelligent Systems and Computing. SJR (2013) 0.139 - Radvansky, M., Kudelka, M., Horak, Z.,Snasel, V. (2013). Visualization of social network dynamics using Sammon s projection. In Computational Aspects of Social Networks (CASoN), pp. 56-61. - Kopka, M., Kudelka, M., Stolfa, J., Kobersky, O.,Snasel, V. (2013). Extraction and analysis social networks from process data. In Computational Aspects of Social Networks (CASoN), pp. 38-43. - Zehnalova, S., Horak, Z., Kudelka, M., Snasel, V. (2013). Using Self-organizing Maps for Identification of Roles in Social Networks. In Computational Aspects of Social Networks (CASoN), pp. 44-49. - Kudelka, M., Radvansky, M., Horak, Z., Kromer, P., Snasel, V. (2012). Soft Identification of Experts in DBLP Using FCA and Fuzzy Rules. In Systems, Man, and

- Cybernetics (SMC), pp. 1942-1947. Hodnocení B. - Snasel, V., Kromer, P., Platos, J., Kudelka, M., Horak, Z. (2012). On Spectral Partitioning of Co-authorship Networks. In Computer Information Systems and Industrial Management (CISIM), pp. 302-313. Springer: Lecture Notes in Computer Science. SJR (2012) 0.305, Q2 in Computer Science, Hodnocení C. - Radvansky, M., Kudelka, M., Snasel, V. (2012). Detection of Head Experts in Social Network. In Computational Aspects of Social Networks (CASoN), pp. 93-98. - Zehnalova, S., Horak, Z., Kudelka, M., Snasel, V. (2012). Evolution of Author s Topic in Authorship Network. In Advances in Social Networks Analysis and Mining (ASONAM), pp. 1207-1210. Citace 1. - Krutil, J., Kudelka, M., Snasel, V. (2012). Web Page Classification Based on Schema.org Collection. In Next Generation Web Services Practices (NWeSP), pp. 356-360. Hodnocení C, Citace 2. - Zehnalova, S., Kudelka, M., Kudelka, M., Jr., Snasel, V. (2012). Comparing two local methods for community detection in social networks. In Computational Aspects of Social Networks (CASoN), pp. 155-160. - Kromer, P., Snasel, V., Platos, J., Kudelka, M., Horak, Z. (2012). An ACO Inspired Weighting Approach for the Spectral Partitioning of Co-authorship Networks. In Evolutionary Computation (CEC), pp. 1-7. Hodnocení A. - Hassanien, A. E., El-Bendary, N., Kudelka, M., Snasel, V. (2012). Breast Cancer Detection and Classification Using Support Vector Machines and Pulse Coupled Neural Network. In Intelligent Human Computer Interaction (IHCI), pp. 269-279. Springer: Advances in Intelligent Systems and Computing. SJR (2012) 0.129, Q4 in Computer Science. - Kudelka, M., Drazdilova, P., Ochodkova, E., Slaninova, K., Horak, Z. (2012). Local Community Detection and Visualization: Experiment Based on Student Data. In Intelligent Human Computer Interaction (IHCI), pp. 291-303. Springer: Advances in Intelligent Systems and Computing. SJR (2012) 0.129, Q4 in Computer Science. - Zehnalova, S., Horak, Z., Kudelka, M. (2012). Image Search: A Story of One User Interface. In em Intelligent Human Computer Interaction (IHCI), pp. 39-49. Springer: Advances in Intelligent Systems and Computing. SJR (2012) 0.129, Q4 in Computer Science. - Snasel, V., Horak, Z., Kudelka, M., Abraham, A. (2011). Fuzzy Signatures Organized Using S-Tree. In Systems, Man, and Cybernetics (SMC), pp. 633-637. Hodnocení B, Citace 1. - Horak, Z., Kudelka, M., Snasel, V. (2011). Feature Clustering for Orthophotomap Analysis. In Systems, Man, and Cybernetics (SMC), pp. 307-312. Hodnocení B.

- Snasel, V., Kromer, P., Platos, J., Kudelka, M., Horak, Z., Wegrzyn-Wolska, K. (2011). Two New Methods for Network Analysis: Ant Colony Optimization and Reduction by Forgetting. In Atlantic Web Intelligence Conference (AWIC), pp. 225-234. Springer: Advances in Intelligent Systems and Computing. SJR (2011) 0.134, Q4 in Computer Science, Hodnocení C, Citace 3. - Kudelka, M., Horak, Z., Snasel, V., Abraham, A. (2011). Weighted Co-authorship Network Based on Forgetting. In Future Information Technology (FutureTech), pp. 72-79. Springer: Communications in Computer and Information Science. SJR (2011) 0.135, Q4 in Computer Science. - Kudelka, M., Takama, Y., Snasel, V., Klos, K., Pokorny, J. (2010). Visual Similarity of Web Pages. In Atlantic Web Intelligence Conference (AWIC), pp. 135-146. Springer: Advances in Intelligent and Soft Computing. SJR (2010) 0.127, Q4 in Computer Science, Hodnocení C, Citace 2. - Kudelka, M., Snasel, V., Horak, Z., Hassanien, A. E. (2009). From Web Pages to Web Communities. In CEUR Workshop Proceedings, pp. 13-22. Citace 1. - Rezankova, H., Husek, D., Snasel, V., Kudelka, M., Lehecka, O. (2009). Cluster, SOM and NMF Analyses ofweb Patterns. In Next GenerationWeb Services Practices (NWeSP), pp. 9-16. Hodnocení C. - Kudelka, M., Snasel, V., Horak, Z., Abraham, A. (2009). Social Aspects of Web Page Contents. In Computational Aspects of Social Networks (CASoN), pp. 80-87. Citace 4. - Kudelka, M., Snasel, V., Horak, Z., Abraham, A. (2009). Web Site Description Based on Genres and Web Design Patterns. In Workshop on Social Informatics (SocInfo), pp. 68-73. - Kudelka, M., Snasel, V., Lehecka, O., El-Qawasmeh, E., Pokorny, J. (2009). Semantic Annotation of Web Pages Using Web Patterns. In Signal-Image Technology and Internet-Based Systems, pp. 280-291. Springer: Lecture Notes in Computer Science. SJR (2009) 0.284, Q2 in Computer Science, Citace 2. - Kudelka, M., Mosova, V. (2009). Teaching Methods in Computer Based Learning. In Trends in Education: Information Technologies and Technical Education, 1(2), 309-312. - Kudelka, M., Snasel, V., Lehecka, O., Abdulla, H., Alwahaishi, S. (2008). Web Retrieval Improvement: Using Pattern Detection. In Innovations in Information Technology (IIT), 2008. IIT 2008, pp. 170-174. - Kudelka, M., Snasel, V., Lehecka, O., El-Qawasmeh, E. (2008). Web Content Mining Using Web Design Patterns. In Information Reuse and Integration (IRI), pp. 232-237. Hodnocení C, Citace 1. - Klos, K., Kocibova, J., Lehecka, O., Kudelka, M., Snasel, V. (2008). Web Page Analysis: Experiments Based on Web Patterns. In Innovations in Information Technology (IIT), pp. 16-20. Citace 1.

- Kudelka, M., Snasel, V., Lehecka, O., El-Qawasmeh, E., Pokorny, J. (2008). Web Pages Reordering and Clustering Based on Web Patterns. In SOFSEM: Theory and Practice of Computer Science, pp. 731-742. Springer: Lecture Notes in Computer Science. SJR (2008) 0.269, Q2 in Computer Science, Hodnocení B, Citace 2. - Snasel, V., Rezankova, H., Husek, D., Kudelka, M., Lehecka, O. (2007). Semantic Analysis of Web Pages Using Cluster Analysis and Nonnegative Matrix Factorization. In Atlantic Web Intelligence Conference (AWIC), pp. 328-336. Springer: Advances in Soft Computing. SJR (2007) 0.129, Q3 in Computer Science, Hodnocení C. - Kocibova, J., Klos, K., Lehecka, O., Kudelka, M., Snasel, V. (2007). Web Page Analysis: Experiments Based on Discussion and Purchase Web Patterns. In Web Intelligence and Intelligent Agent Technology (WI-IAT), pp. 221-225. Hodnocení C, Citace 1. - Kudelka, M., Snasel, V., Lehecka, O., El-Qawasmeh, E. (2006). Semantic Analysis of Web Pages Using Web Patterns. In Web Intelligence (WI), pp. 329-333. Hodnocení B, Citace 7. - Kudelka, M., El-Qawasmeh, E., Snasel, V., Lehecka, O. (2006). Internet Searching Using Web Patterns. In Innovations in Information Technology (IIT), pp. 1-5. - Kudelka, M., Snasel, V., El-Qawasmeh, E., Lehecka, O., Tesarik, J. (2006). Domain Patterns and Semantic Annotation of Web Pages. In Digital Information Management (ICDIM), pp. 504-510. Citace 1. 16 konferenčních příspěvků podle Scopus (nejsou na ISI) - Kromer, P., Kudelka, M., Snasel, V., Radvansky, M., Horak, Z. (2014). Computing Sammon s Projection of Social Networks by Differential Evolution. In Advanced Information Networking and Applications (AINA), pp. 1001-1006. Ranking B. - Zehnalova, S., Kudelka, M., Horak, Z., Kromer, P., Snasel, V. (2014). Comparison of Local and Global Ranking in Networks. In Innovations in Bio-Inspired Computing and Applications (IBICA), pp. 355-364. Springer: Advances in Intelligent Systems and Computing. SJR (2013) 0.139. - Radvansky, M., Kudelka, M., Snasel, V. (2014). Short Term Power Prediction of the Photovoltaic Power Station Based on Power Profiles. In Innovations in Bio-Inspired Computing and Applications (IBICA), pp. 383-393. Springer: Advances in Intelligent Systems and Computing. SJR (2013) 0.139. - Jezowicz, T., Kudelka, M., Plato, J., Snasel, V. (2013). Visualization of Large Graphs Using GPU Computing. In Intelligent Networking and Collaborative Systems (INCoS), pp. 662-667. Citace 1.

- Zehnalova, S., Horak, Z., Kudelka, M., Snasel, V. (2013). Local Dependency in Networks. In Intelligent Networking and Collaborative Systems (INCoS), pp. 250-254. - Kromer, P., Kudelka, M., Horak, Z., Snasel, V. (2013). Evolution of Scale-Freeness in a Co-authorship Network. In Intelligent Networking and Collaborative Systems (INCoS), pp. 668-672. - Radvansky, M., Kudelka, M., Horak, Z.,Snasel, V. (2013). Network Layout isualization Based on Sammon s Projection. In Intelligent Networking and Collaborative Systems (INCoS), pp. 244-249. Best Paper Award. - Horak, Z., Kudelka, M., Snasel, V., Abraham, A., Rezankova, H. (2011). Forcoa.net: An Interactive Tool for Exploring the Significance of Authorship Networks in DBLP Data. In Computational Aspects of Social Networks (CASoN), pp. 261-266. Citace 4. - Alwahaishi, S., Martinovic, J., Snasel, V. (2011). Analysis of the DBLP Publication Classification Using Concept Lattices. In Digital Enterprise and Information Systems (DEIS), pp. 99-108. - Horak, Z., Kudelka, M., Snasel, V., Vozenilek, V. (2011). Orthophoto Map Feature Extraction Based on Neural Networks. In CEUR Workshop Proceedings, pp. 216-225. - Kudelka, M., Horak, Z., Snasel, V., Abraham, A. (2010). Social Network Reduction Based on Stability. In Computational Aspects of Social Networks (CASoN), pp. 509-514. Citace 2. - Horak, Z., Kudelka, M., Snasel, V. (2010). FCA as a Tool for Inaccuracy Detection in Content-Based Image Analysis. In Granular Computing (GrC), pp. 223-228. Hodnocení C, Citace 1. - Kudelka, M., Snasel, V., Horak, Z., Hassanien, A. E., Abraham, A. (2008). Web Communities De?ned by Web Page Content. In Web Intelligence and Intelligent Agent Technology (WI-IAT), pp. 385-389. Hodnocení C. - Kudelka, M., Lehecka, O., Snasel, V., El-Qawasmeh, E. (2007). Web Pages Clustering Based on Web Patterns. In Digital Information Management (ICDIM), pp. 657-664. - Kudelka, M., Snasel, V., Lehecka, O. (2006). Sémantika webových stránek založená na GUI vzorech. In Workshop on Theory and Practice of Information Technologies Applications and Theory (ITAT), pp. 95-100. In Czech. - Kudelka, M., Lehecka, O., Snasel, V. (2006). Klasifikace vzorů v širších souvislostech. InWorkshop on Theory and Practice of Information Technologies Applications and Theory (ITAT), pp. 87-93. In Czech. 10 dalších publikací - Snasel, V., Horak, Z., Kudelka, M. (2011). Social Network Analysis in Community- Built Databases. Community-Built Databases: Research and Development, pp. 51-71. Springer book. Kapitola v knize.

- Kudelka, M., Snasel, V., Horak, Z., Hassanien, A. E., Abraham, A. (2009). Web Communities Defined by Web Page Content. Computational Social Network Analysis: Trends, Tools and Research Advances, pp. 349-370. Springer: Computer Communications and Networks. Kapitola v knize. Citace 2. - Zehnalova, S., Horak, Z., Kudelka, M., Snasel, V. (2014). Local representatives in weighted networks. In Advances in Social Networks Analysis and Mining (ASONAM), pp. 870-875. - Kudelka, M. (2014). X-Representativeness in Network and Vector Data. Workshop on Algorithms for Modern Massive Data Sets (MMDS), UC Berkeley, pp. 17-18 (poster abstract). https://mmds-data.org/program2014.pdf [Accessed 2014-10- 17]. - Zehnalova, S., Kudelka, M., Platos, J. (2014). Deterministic Data Sampling Based on Neighborhood Analysis. In Euro-China Conference on Intelligent Data Analysis and Applications (ECC), pp. 47-56. Springer: Advances in Intelligent Systems and Computing. SJR (2013) 0.139 - Radvansky, M., Kudelka, M., Snasel, V. (2014). Visualizing Clusters in the Photovoltaic Power Station Data by Sammon s Projection. In Innovations in Bioinspired Computing and Applications (IBICA), pp. 249-258. Springer: Advances in Intelligent Systems and Computing. SJR (2013) 0.139 - Kudelka, M., Zehnalova, S., Platos, J. (2014). Network Sampling Based on NN Representatives. In CoRR abs/1402.1661. - Kudelka, M. S., Horak, V., Z Abraham, A. (2009). Microgenre: Building Block of Web Pages. In Networked Digital Technologies (NDT), pp. 1-6. - Snasel, V., Kudelka, M. (2009). Web Content Mining Focused on Named Objects. In Intelligent Human Computer Interaction (IHCI), pp. 37-58. Citace 4. - Kudelka, M., Snasel, V., Lehecka, O., El-Qawasmeh, E. (2007). Web Patterns and Web Page Semantics. In Digital Information and Computer Applications (DCCA), pp. 641-650. Citační ohlas: 14/8 (ISI WoK), 48/19 (SCOPUS), 172 (Google Scholar) H-index (ISI WoK): 2 H-index (SCOPUS): 4 H-index (Google Scholar): 7 Témata výzkumu - Analýza a zpracování dat - Analýza sociálních sítí - Analýza webového obsahu

Mgr. Miloš Kudělka, Ph.D. předložil děkanovi FEI VŠB-TU Ostrava habilitační práci v oboru Informatika s názvem Data Analysis for Social Media.

Děkan FEI VŠB-TU Ostrava navrhuje pro habilitační řízení Mgr. Miloše Kudělky, Ph.D. v oboru Informatika komisi ve složení: předseda: členové: Prof. Ing. Ivo Vondrák, CSc. VŠB TU Ostrava odborné zaměření: informatika, softwarové inženýrství Prof. RNDr. Jaroslav Pokorný, CSc. MFF KU Praha odborné zaměření: informatika, databázové systémy Prof. Ing. Hana Řezanková, CSc. VŠE Praha odborné zaměření: statistika, analýza dat Prof. Ing. Karol Matiaško, Ph.D. ŽU Žilina odborné zaměření: informatika, databázové systémy Doc. Mgr. Jiří Dvorský, Ph.D. VŠB TU Ostrava odborné zaměření: informatika, algoritmy