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

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1 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: , Olomouc Adresa trvalého bydliště: Polívkova 816/10, Olomouc, 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 Junior researcher, IT4 Innovations, VŠB-TU Ostrava Odborný asistent, Katedra informatiky, FEI, VŠB-TU Ostrava Vedoucí softwarového vývoje a softwarový architekt, Inflex, s.r.o. Olomouc Odborný asistent, Katedra informatiky, PřF UP Olomouc Zástupce ředitele pro teoretické vyučování, SOU Dobrovolského 6, Hodonín Učitel, SOU Dobrovolského 6, Hodonín. Výuka cvičící Algoritmy I Algoritmy II Základy softwarového inženýrství

2 2011- Vývoj informačních systémů Programování II garant Vývoj informačních systémů (nový předmět) Programování II (nový předmět) dříve (KI PřF UP) 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/ Centrum excelence IT4Innovations, , prof. Ing. Ivo Vondrák, CSc (řešitel). MŠMT EE Rozvoj lidských zdrojů ve výzkumu a vývoji moderních soft computingových metod a jejich praktického využití, , 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 je hodnoceno 18 konferenčních příspěvků: A-1, B-7, C 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, IF/SJR (2013) 1.962/1.186, Q1 in Control and Systems Engineering, Q2 in Artificial Intelligence.

3 - 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), 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), IF/SJR (2012) 0.362/0.320, Q3 in Artificial Intelligence, Citace 2. - Kudelka, M., Zehnalova, S., Horak, Z., Kromer, P., Snasel, V. (přijato ), 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, 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 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 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 Springer: Advances in Intelligent Systems and Computing. SJR (2013) 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 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 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 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

4 - Cybernetics (SMC), pp 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 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 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 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 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 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 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 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 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 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 Hodnocení B, Citace 1. - Horak, Z., Kudelka, M., Snasel, V. (2011). Feature Clustering for Orthophotomap Analysis. In Systems, Man, and Cybernetics (SMC), pp Hodnocení B.

5 - 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 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 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 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 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 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 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 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 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), Kudelka, M., Snasel, V., Lehecka, O., Abdulla, H., Alwahaishi, S. (2008). Web Retrieval Improvement: Using Pattern Detection. In Innovations in Information Technology (IIT), IIT 2008, pp Kudelka, M., Snasel, V., Lehecka, O., El-Qawasmeh, E. (2008). Web Content Mining Using Web Design Patterns. In Information Reuse and Integration (IRI), pp 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 Citace 1.

6 - 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 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 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 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 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 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 Citace 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 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 Springer: Advances in Intelligent Systems and Computing. SJR (2013) 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 Springer: Advances in Intelligent Systems and Computing. SJR (2013) Jezowicz, T., Kudelka, M., Plato, J., Snasel, V. (2013). Visualization of Large Graphs Using GPU Computing. In Intelligent Networking and Collaborative Systems (INCoS), pp Citace 1.

7 - Zehnalova, S., Horak, Z., Kudelka, M., Snasel, V. (2013). Local Dependency in Networks. In Intelligent Networking and Collaborative Systems (INCoS), pp 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 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 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 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 Horak, Z., Kudelka, M., Snasel, V., Vozenilek, V. (2011). Orthophoto Map Feature Extraction Based on Neural Networks. In CEUR Workshop Proceedings, pp Kudelka, M., Horak, Z., Snasel, V., Abraham, A. (2010). Social Network Reduction Based on Stability. In Computational Aspects of Social Networks (CASoN), pp 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 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 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 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 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 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 Springer book. Kapitola v knize.

8 - 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 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 Kudelka, M. (2014). X-Representativeness in Network and Vector Data. Workshop on Algorithms for Modern Massive Data Sets (MMDS), UC Berkeley, pp (poster abstract). [Accessed ]. - 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 Springer: Advances in Intelligent Systems and Computing. SJR (2013) 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 Springer: Advances in Intelligent Systems and Computing. SJR (2013) Kudelka, M., Zehnalova, S., Platos, J. (2014). Network Sampling Based on NN Representatives. In CoRR abs/ Kudelka, M. S., Horak, V., Z Abraham, A. (2009). Microgenre: Building Block of Web Pages. In Networked Digital Technologies (NDT), pp Snasel, V., Kudelka, M. (2009). Web Content Mining Focused on Named Objects. In Intelligent Human Computer Interaction (IHCI), pp 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 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

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

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11 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