Publications

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2009
Interactive Analysis of Web-Scale Data Olston, C.; Bortnikov, E.; Emeleegy, K.; Junqueira, F.; Reed, B. , CIDR, 4/1/2009, (2009) Abstract
The Load-Distance Balancing Problem Bortnikov, E.; Khuller, S.; Mansour, I.; Naor, S. , Internation Network Optimization Conference (INOC), 26/04/2009, Pisa, Italy, (2009) Abstract
Extending the Spring-Electrical Model to Overcome Warping Effects Hu, Y.; Koren, Y. , IEEE Pacific Visualization Symposium 2009, 20/04/2009, Beijing, China, (2009) Abstract
Algorithms and Models for the Web-Graph Konstantin Avrachenkov, D.D. , Algorithms and Models for the Web-Graph, 6th International Workshop, WAW 2009, 12/02/2009, Barcelona, Spain, (2009)
Matrix Factorization Techniques for Recommender Systems Koren, Y.; Bell, R.; Volinsky, C. , IEEE Computer, 08/2009, Volume 42, Issue 8, p.30-37, (2009) Abstract
The Million Dollar Programming Prize Bell, R.; Bennett, J.; Koren, Y.; Volinsky, C. , IEEE Spectrum, 05/2009, p.28--33, (2009) Abstract
Brahms:Byzantine Resilient Random Membership Sampling Bortnikov, E.; Gurevich, M.; Kliot, G.; Keidar, I.; Shraer, A. , Computer Networks, Volume 53, Issue 13, p.2340-2359, (2009) Abstract
Collaborative Filtering with Temporal Dynamics Koren, Y. , KDD 2009, Paris, France, (2009) Abstract
Efficient and Accurate Lp-norm Multiple Kernel Learning Kloft, M.; Brefeld, U.; Sonnenburg, S.; Laskov, P.; Müller, K.-R.; Zien, A. , NIPS, (2009) Abstract
Factor in the Neighbors: Scalable and Accurate Collaborative Filtering Koren, Y. , Transactions on Knowledge Discovery from Data (TKDD), (2009) Abstract
Origins of Homophily in an Evolving Social Network Gueorgi Kossinets, D.J.W. , American Journal of Sociology, Volume 115, Issue 2, p.405-450, (2009)
Wikipedia-based Semantic Interpretation for Natural Language Processing Gabrilovich, E.; Markovitch, S. , Journal of Artificial Intelligence Research (JAIR), p.443-498, (2009)
2008
Brahms: Byzantine Resilient Random Membership Sampling. Bortnikov, E.; Gurevich, M.; Keidar, I.; Kliot, G.; Shraer, A. , ACM PODC, 18/08/2008, Toronto, Canada, (2008) Abstract
Brief Announcement: Dynamic Service Assignment in Mobile Networks - the MAGMA Approach Bortnikov, E.; I.Cidon,; I.Keidar, , ACM PODC, 18/08/2008, Toronto, Canada, (2008)
Collaborative Filtering for Implicit Feedback Datasets Hu, Y.; Koren, Y.; Volinsky, C. , IEEE International Conference on Data Mining (ICDM 2008), (2008) Abstract
Concept-Based Feature Generation and Selection for Information Retrieval Egozi, O.; Gabrilovich, E.; Markovitch, S. , Proceedings of the 23rd AAAI Conference on Artificial Intelligence, (2008)
Factorization Meets the Neighborhood: a Multifaceted Collaborative Filtering Model Koren, Y. , ACM Int. Conference on Knowledge Discovery and Data Mining (KDD'08), (2008) Abstract
Recent Progress in Collaborative Filtering Koren, Y. , Recommender Systems 2008, (2008)
Searching the Wikipedia with contextual information Ukkonen, A.; Castillo, C.; Donato, D.; Gionis, A. , Conference on Information and Knowledge Management (CIKM), (2008) Abstract
Statistical Properties of Community Structure in Large Social and Information Networks Leskovec, J.; Lang, K.; Dasgupta, A.; Mahoney, M. , WWW, (2008) Abstract
The structure of information pathways in a social communication network Gueorgi Kossinets, J.K. , KDD 2008, Las Vegas, (2008)
The Binary Stress Model for Graph Drawing Koren, Y.; Civril, A. , Graph Drawing 2008, (2008) Abstract
WYSIWYG Development of Data Driven Web Applications Yang, F.; Gupta, N.; Botev, C.; Churchill, E.; Levchenko, G.; Shanmugasundaram, J. , VLDB, (2008)
2007
Computing Semantic Relatedness using Wikipedia-based Explicit Semantic Analysis Gabrilovich, E.; Markovitch, S. , Proceedings of the 20th International Joint Conference on Artificial Intelligence, January, p.1606--1611, (2007)
Efficient processing of pathological images using the grid: computer-aided prognosis of neuroblastoma Cambazoglu, B.B.; Sertel, O.; Kong, J.; Saltz, J.; Gurcan, M.N.; Catalyurek, U.V. , Proceedings of the Fifth International Workshop on Challenges of Large Applications in Distributed Environments, 25/06/2007, Monterey Bay, California, p.35-41, (2007) Abstract