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Large Networks, Clusters and Kronecker Products Invited talk at ILP/MLG/SRL collocated International conferences/workshops on learning from relational, graph-based and probabilistic knowledge, 2009. |
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Meme-tracking and the dynamics of the news cycle Paper presentation at ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), 2009. |
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Dynamics of Large Networks Disseration award talk at ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), 2009. |
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Modeling Social and Information Networks: Opportunities for Machine Learning Tutorial at ICML, 2009. |
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Dynamics of large networks PhD thesis defense at Carnegie Mellon University, 2009 More than 5,500 views on Videolectures! |
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Tools for large graph mining: structure and diffusion Tutorial at WWW, 2008. Tutorial has 4 parts: Statistical properties and models, Diffusion and cascading behavior, Matrix tools for large graphs, and Case studies. |
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Microscopic Evolution of Social Networks Paper presentation at ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), 2008. |
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Cost-effective Outbreak Detection in Networks Solomon seminar, 2008. |
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Dynamics of Real-World Networks My job talk given at University of Washington, 2008. |
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Mining Large Graphs: Laws and Tools Tutorial at ECML/PKDD, 2007. More than 2,500 views on Videolectures! |
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Cost-effective Outbreak Detection in Networks Paper presentation at ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), 2007. |
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Diffusion and Cascading Behaviour in Networks Tutorial at NATO Advanced Study Institute on Mining Massive Data Sets for Security, 2007. |
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Scalable Modeling of Real Graphs using Kronecker Multiplication Paper presentation at ICML, 2007. |
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Dynamics of Real-world Networks PhD thesis proposal at Carnegie Mellon University, 2007 More than 1,000 views on Videolectures! |
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Modeling real-world networks using Kronecker multiplication Solomono seminar, 2007. |
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Velika socialna omrezja: od Instant Messengerja do Facebooka Kvarkadabra, Hisa eksperimentov Ljubljana, 2009. |
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Analiza svetovnega socialnega omrezja: Omrezje pogovorov MSN Messenger Kiberpipa, Ljubljana, 2008. |
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Ucenje povzemanja besedil s pretvorbo v semanticno mrezo Undergrad thesis defense, University of Ljubljana, 2004. |