Publications

2018:

  • Vojáček, L., Dráždilová, P., Dvorský, J.: Growing neural gas based on data density, (2018) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics).
  • Snasel, V., Drazdilova, P., Platos, J.: Closed trail distance in a biconnected graph, (2018) PLoS ONE, 13 (8), art. no. e0202181.

2017:

  • Kermaschek, J., Dráždilová, P., Menšík, M.: Data scaling by differential evolution for fca over data from lms elogika
    (2017) Mendel, 23 (1), pp. 15-20.
  • Menšík, M., Dráždilová, P., Kermaschek, J.: Students’ behavior patterns in LMS elogika detected by FCA
    (2017) International Multidisciplinary Scientific GeoConference Surveying Geology and Mining Ecology Management, SGEM, 17 (21), pp. 617-624.
  • Drazdilova, P., Konecny, J., Kudelka, M.: Chain of Influencers: Multipartite Intra-community Ranking
    (2017) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10392 LNCS, pp. 603-614.
  • Vojáček, L., Dráždilová, P., Dvorský, J.: Optimalization of parallel GNG by neurons assigned to processes
    (2017) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10244 LNCS, pp. 63-72.

2016:

  • Vojáček, L., Dráždilová, P., Dvorský, J.: Optimization of combining of self organizing maps and growing neural gas
    (2016) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 9842 LNCS, pp. 277-286.

2015:

  • Menšík, M., Dráždilová, P.: Analysis of student's behavior in LMS Elogika
    (2015) International Multidisciplinary Scientific GeoConference Surveying Geology and Mining Ecology Management, SGEM, 1 (2), pp. 27-34.
  • Menšík, M., Dráždilová, P.: Analysis of log files in LMS elogika
    (2015) Mendel, 2015-January, pp. 205-212.
  • Vojáček, L., Dráždilová, P., Dvorský, J.: Self organizing maps with delay actualization
    (2015) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 9339, pp. 154-165.

2014:

  • Vojáček, L., Dráždilová, P., Dvorský, J.: Combination of self organizing maps and growing neural gas
    (2014) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 8838, pp. 100-111.
  • Babskova, A., Martinovič, J., Dráždilová, P., Slaninová, K.: Dynamic centrality for directed co-author network with context
    (2014) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 8838, pp. 165-174.
  • Slaninová, K., Martinovič, J., Dráždilová, P., Snašel, V. : From moodle log file to the students network
    (2014) Advances in Intelligent Systems and Computing, 239, pp. 641-650.

2013:

  • Kocyan, T., Martinovič, J., Dráždilová, P., Slaninová, K.: Searching time series based on pattern extraction using dynamic time warping
    (2013) CEUR Workshop Proceedings, 971, pp. 129-138.
  • Babskova, A., Dráždilová, P., Martinovič, J., Svatoň, V., Snášel, V.: Evolution of co-authors communities formed by terms on DBLP
    (2013) CEUR Workshop Proceedings, 971, pp. 109-118.
  • Kocyan, T., Martinovič, J., Dráždilová, P., Slaninová, K.: Recognizing characteristic patterns in distorted data collections
    (2013) 25th European Modeling and Simulation Symposium, EMSS 2013, pp. 238-243.
  • Babskova, A., Draždilová, P., Martinovic, J., Slaninová, K.: Topic extension using the network extracted from dblp
    (2013) 25th European Modeling and Simulation Symposium, EMSS 2013, pp. 410-417.
  • Slaninová, K., Martinovič, J., Šperka, R., Dráždilová, P.: Extraction of agent groups with similar behaviour based on agent profiles
    (2013) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 8104 LNCS, pp. 348-357.
  • Kuchař, Š., Martinovič, J., Dráždilová, P., Slaninová, K.: Synthetic social network based on competency-based description of human resources
    (2013) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 8104 LNCS, pp. 313-324.
  • Martinovič, J., Slaninová, K., Vojáček, L., Dráždilová, P., Dvorský, J., Vondrák, I.: Effective clustering algorithm for high-dimensional sparse data based on SOM, (2013) Neural Network World, 23 (2), pp. 103-116.
  • Šperka, R., Spišák, M., Slaninová, K., Martinovič, J., Dráždilová, P.: Control loop model of virtual company in BPM simulation
    (2013) Advances in Intelligent Systems and Computing, 188 AISC, pp. 515-524.

2012:

  • R. Šperka, M. Spičák, K. Slaninová, J. Martinovič, P. Dráždilová: Control Loop Model of Virtual Company in BPM Simulation, 7th International Conference on Soft Computing Models in Industrial and Environmental Applications, OSTRAVA, CZECH REPUBLIC, 5th-8th September, 2012.
  • S. Minks, J. Martinovic, P. Drázdilová, A. Babskova, and K. Slaninová. Developers’ cooperation based on terms of project description. In Proceedings of Databases, Texts, Specifications, and Objects – DATESO2012, pp 38–48, 2012.
  • K. Slaninová, T. Kocyan, J. Martinovic, P. Drázdilová, and V. Snásel. Dynamic time warping in analysis of student behavioral patterns. In Proceedings of Databases, Texts, Specifications, and Objects – DATESO2012, p 49–59, 2012.

2011:

  • Peter Scherer, Martin Vicher, Pavla Drazdilova, Jan Martinovic, Jiri Dvorsky, Vaclav Snasel: Using SVM and Clustering Algorithms in IDS Systems, DATESO 2011, Pisek, Czech Republic, 2011.
  • Lukas Vojacek, Jan Martinovic, Katerina Slaninova, Pavla Drazdilova,  Jiri Dvorsky: Combined Method for Effective Clustering based on Parallel SOM and Spectral Clustering, DATESO 2011, Pisek, Czech Republic, 2011.
  • Katerina Slaninova, Jan Martinovic, Tomas Novosad, Pavla Drazdilova, Lukas Vojacek and Vaclav Snasel: Web Site Community Analysis Based on Suffix Tree and Clustering Algorithm, IEEE/WIC/ACM Web Intelligence and Intelligent Agent Technology (WI-IAT), 22-27 Aug. 2011, pp 110 - 113 , 2011.
  • Stepan Minks, Jan Martinovic, Pavla Drazdilova, and Katerina Slaninova: Author Cooperation based on Terms of Article Titles from DBLP, IHCI 2011, Praha, 2011.

2010:

  • Kateřina Slaninová, Jan Martinovič, Pavla Dráždilová, Gamila Obadi and Václav Snášel: Analysis of Social Networks Extracted from Log Files , Handbook of Social Network Technologies and Applications, Furht, Borko (Ed.) 1st Edition., 2010, XVIII, 716 p. 50 illus., Hardcover, Springer
  • Obadi G., Drazdilova P., Martinovic J., Slaninova K, Snasel V.: Using Spectral Clustering for Finding Students' Patterns of Behavior in Social Networks, DATESO 2010, Stedronin-Plazy, Czech Republic, April 21, 2010.
  • Obadi G., Drazdilova P., Hlavacek L., Martinovic J., and Snasel V.:, A Tolerance Rough Set Based Overlapping Clustering for the DBLP Data, IEEE/WIC/ACM Web Intelligence and Intelligent Agent Technology,  pp. 57-60, Toronto, 2010.
  • Dráždilová, P., Obadi, G., Slaninová, K., Al-Dubaee, S., Martinovič, J., and Snášel, V.: Computational intelligence methods for data analysis and mining of eLearning activities, (2010) Studies in Computational Intelligence.
  • Obadi, G., Dráždilová, P., Martinovič, J., Slaninová, K., and Snášel, V.: Finding patterns of students' behavior in synthetic social networks, 2010 International Conference on Advances in Social Network Analysis and Mining, ASONAM 2010.

2009:

  • Dráždilová, P., Martinovič, J., Snášel, V., Gamila Obadi, Kateřina Slaninová: Creation of Students’ Activities from Learning Management System and their Analysis. In CASON 2009, 2009, ISBN 978-0-7695-3740-5
  • Dráždilová, P., Dvorský, J., Martinovič, J., Snášel, V.: Search in Documents based on Topical Development. In AWIC 2009 Amazon.ca, 2009, ISBN-13: 978-3642106866

2008:

  • J. Martinovic, P. Drazdilova, K. Slaninova, and V. Snasel. Relation analysis in elearning. Computer Information Systems and Industrial Management Applications, 2008. CISIM '08. 7th, pages 133-138, June 2008. [IEEE]
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