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Nino Antulov-Fantulin

+385 1 468 0220

1270

Krilo 1/108

https://sites.google.com/site/ninoantulovfantulin/

Education

  • Postgraduate (PhD) study, 2010-current, Computer Science, Faculty of Electrical Engineering and Computing (FER), Croatia, Zagreb
  • Graduate (MSc) study, 2008-2010, Computer Science, Faculty of Electrical Engineering and Computing (FER), Croatia, Zagreb
  • Undergraduate (BSc) study, 2005-2008, Computer Science, Faculty of Electrical Engineering and Computing (FER), Croatia, Zagreb

Specific research interests

bioinformatics, complex networks, complex systems, data mining, dynamic processes on complex networks, machine learning, recommender systems

Awards and Achievements

  • Rectors Award 2008./2009.

Classes

Teaching assistant:

Featured Publications

  • Antulov-Fantulin, N., Lancic, A., Smuc, T., Stefancic, H. and Sikic, M., Detectability limits of epidemic sources in networks, arXiv link
  • Antulov-Fantulin, Lancic, Stefancic, Sikic, Smuc, Statistical inference framework for source detection of contagion processes on arbitrary network structuresarXiv
  • Piškorec, M., Antulov-Fantulin, N., Kralj Novak, P., Mozetič, I., Grčar, M., Vodenska, I., Šmuc, T., News Cohesiveness: an Indicator of Systemic Risk in Financial Markets, link, Scientific Reports 4:5038, doi:10.1038/srep05038
  • Lancic, Antulov-Fantulin, Sikic, Stefancic, Phase diagram of epidemic spreading -- unimodal vs. bimodal probability distributions, Physica A: Statistical Mechanics and its Applications 390 (2011), arXiv
  • Antulov-Fantulin, Lancic, Stefancic, Sikic, FastSIR Algorithm: A Fast Algorithm for simulation of epidemic spread in large networks by using SIR compartment model, Information Sciences 239 (2013) , arXiv
  • Sikic, Lancic, Antulov-Fantulin, Stefancic, Epidemic centrality and the underestimated epidemic impact on network peripheral nodes, The European Physical Journal B (EPJ B),  86:440,  arXiv

All publications : link on personal page.

Miscellaneous

  • Personal web site, link
  • Member of the Organization Committee of the ECML-PKDD 2011 Discovery challenge: "VideoLectures.Net Recommender System Challenge
  • Worked on EU project e-LICO: An e-Laboratory for Interdisciplinary Collaborative Research in Data Mining and Data-Intensive Science
  • Working on EU project FOC: Forecasting Financial Crises
  • Organizer of the Summer School of Science S3++ 2012