My full video bibliography (over 80,000 views) at Videolectures.net
Can cascades be predicted? Talk at the Solomon Seminar, Jozef Stefan Institute, May 2014. | |
The Web: Humanity's Sensor Network. Talk at the 2014 AAAS Annual Meeting, Feb 2014. | |
Challenges in mining large-scale network data. Keynote at the 2012 IEEE Intl. Conf. on Data Mining (ICDM), 2012. | |
How users evaluate each other in social media. Keynote at the 2012 ACM Recommendery systems (RecSys), 2012. | |
Human Navigation in Networks. Keynote at the 2012 ACM Hypertext, 2012. | |
Memories Are Made of These. Talk at the 2012 DLD conference, 2012. | |
Web as a laboratory for studying humanity. Talk at the 2011 U.S. Kavli Frontiers of Science symposium, 2011. | |
Tutorial on Social Media Analytics. Tutorial at the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011. | |
Correcting for Missing Data in Information Cascades. Paper presentation at the ACM International Conference on Web Search and Data Mining (WSDM), 2011. | |
Rhythms of Information Flow through Networks. Invited talk at the 8th Extended Semantic Web Conference (ESWC), 2011. | |
Predicting Positive and Negative Links in Online Social Networks. Paper presentation at the ACM World Wide Web Conference (WWW), 2010. | |
Empirical Comparison of Algorithms for Network Community Detection. Paper presentation at the ACM World Wide Web Conference (WWW), 2010. | |
Governance in Social Media: A Case Study of the Wikipedia Promotion Process. Paper presentation at the AAAI International Conference of Weblogs and Social Media (ICWSM), 2010. | |
Large Networks, Clusters and Kronecker Products. Invited talk at the ILP/MLG/SRL collocated International conferences/workshops on learning from relational, graph-based and probabilistic knowledge, 2009. | |
Meme-tracking and the dynamics of the news cycle. Paper presentation at the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), 2009. | |
Dynamics of Large Networks. Dissertation award talk at the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), 2009. | |
Modeling Social and Information Networks: Opportunities for Machine Learning. Tutorial at the International Conference on Machine Learning (ICML), 2009. | |
Dynamics of large networks. PhD thesis defense at Carnegie Mellon University, 2009 More than 7,500 views on Videolectures! | |
Tools for large graph mining: structure and diffusion. Tutorial the ACM Wordl Wide Web (WWW) conference, 2008. Tutorial has 4 parts: Statistical properties and models, Diffusion and cascading behavior, Matrix tools for large graphs, and Case studies. | |
Microscopic Evolution of Social Networks. Paper presentation the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), 2008. | |
Cost-effective Outbreak Detection in Networks. Solomon seminar, 2008. | |
Dynamics of Real-World Networks. My job talk given at the University of Washington, 2008. | |
Mining Large Graphs: Laws and Tools. Tutorial at the ECML/PKDD, 2007. More than 2,500 views on Videolectures! | |
Cost-effective Outbreak Detection in Networks. Paper presentation at the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), 2007. | |
Diffusion and Cascading Behavior in Networks. Tutorial at NATO Advanced Study Institute on Mining Massive Data Sets for Security, 2007. | |
Scalable Modeling of Real Graphs using Kronecker Multiplication. Paper presentation at the International Conference on Machine Learning (ICML), 2007. | |
Dynamics of Real-world Networks. PhD thesis proposal at Carnegie Mellon University, 2007 More than 1,000 views on Videolectures! | |
Modeling real-world networks using Kronecker multiplication. Solomono seminar, 2007. |
Velika socialna omrezja: od Instant Messengerja do Facebooka. Kvarkadabra, Hisa eksperimentov Ljubljana, 2009. | |
Analiza svetovnega socialnega omrezja: Omrezje pogovorov MSN Messenger. Kiberpipa, Ljubljana, 2008. | |
Ucenje povzemanja besedil s pretvorbo v semanticno mrezo. Undergrad thesis defense, University of Ljubljana, 2004. |