Nino Antulov-Fantulin

Complex networks and epidemic processes:

• Antulov-Fantulin, N., Lancic, A., Stefancic, H. and Sikic, M., FastSIR Algorithm: A Fast Algorithm for simulation of epidemic spread in large networks by using SIR compartment model, arXiv link
• Šikić, M., Lančić, A., Antulov-Fantulin, N. and Štefančić, H., Epidemic centrality – identifying “superspreaders” in complex networks, Book of Abstracts ECCS'11 Vienna, 2011. 124-125 (poster)
• Šikić, M., Lančić, A., Antulov-Fantulin, N. and Štefančić, H., Epidemic centrality and the underestimated epidemic impact on network peripheral nodes, arXiv link
• Lančić, A., Antulov-Fantulin, N., Šikić, M. and Štefančić, H., Phase diagram of epidemic spreading -- unimodal vs. bimodal probability distributions, Physica A: Statistical Mechanics and its Applications 390 (2011) 65-76, DOI: 10.1016/j.physa.2010.06.024,arXiv link

Machine learning, data-mining and recommender systems:

• Antulov-Fantulin, N., Bošnjak, M., Zlatic, V., Grcar, M., Smuc, T., Memory biased random walk approach to synthetic clickstream generation, arXiv link
• Antulov-Fantulin, N., Bošnjak, M., Žnidaršič, M., Grčar, M., Morzy, M., Šmuc, T., ECML/PKDD 2011 Discovery Challenge Overview, In Proc.of ECML-PKDD 2011 Discovery Challenge Workshop, pp 7-20, 2011, Athens, Greece, link
• Bošnjak, M., Antulov-Fantulin, N. Šmuc, T. and Gamberger, D., Constructing recommender systems workflow templates in RapidMiner, Proceedings of the RapidMiner Community Meeting And Conference (RCOMM 2011), Dublin, Ireland, link
• Piškorec, M., Antulov-Fantulin, N., Ćurić, J., Dragoljević, O., Ivanac, V. and Karlović, L., Computer vision system for the chess game reconstruction, MIPRO 2011, Proceedings of the 34rd International Convention on Information and Communication Technology, Electronics and Microelectronics, link, preprint link, video demonstration

Bioinformatics:

• Sović, I., Antulov-Fantulin, N. Čanadi, I., Piškorec, M. and Šikić, M., Parallel Protein Docking Tool, MIPRO 2010, Proceedings of the 33rd International Convention on Information and Communication Technology, Electronics and Microelectronics, link, preprint link