Publications

Found 52 results

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2009
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
Graffiti Dance Interaction of Light, Information, and Environment Shamma, D.A.; Scheible, J.; Sheppard, R.M. , Creativity and Cognition, 10/27/2009, Berkeley, CA USA, (2009) Abstract
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
Characterizing Individual Communication Patterns Malmgren, D.; Hofman, J.; Amaral, L.; Watts, D. , KDD 2009, Paris, (2009)
Collaborative Filtering with Temporal Dynamics Koren, Y. , KDD 2009, Paris, France, (2009) Abstract
Factor in the Neighbors: Scalable and Accurate Collaborative Filtering Koren, Y. , Transactions on Knowledge Discovery from Data (TKDD), (2009) Abstract
2008
Building Community Wikipedias: A Machine-Human Partnership Approach DeRose, P.; Chai, X.; Gao, B.; Shen, W.; Doan, A.; Bohannon, P.; Zhu, J. , International Conference on Data Engineering, 07/04/2008, (2008)
Fast Solvers and Efficient Implementations for Distance Metric Learning Weinberger, K.Q.; Saul, L.K. , International Conference on Machine Learning (ICML), 05/05/2008, Helsinki, Finland, (2008) Abstract
AI's 10 to Watch Hendler, J.; Cimiano, P.; Dolgov, D.; Levin, A.; Mika, P.; Milch, B.; Morency, L.; Motik, B.; Neville, J.; Sudderth, E.B.; von LuisAhn, , IEEE Intelligent Systems, Volume 23, Issue 3, p.9-19, (2008)
Collaborative Filtering for Implicit Feedback Datasets Hu, Y.; Koren, Y.; Volinsky, C. , IEEE International Conference on Data Mining (ICDM 2008), (2008) Abstract
Factorization Meets the Neighborhood: a Multifaceted Collaborative Filtering Model Koren, Y. , ACM Int. Conference on Knowledge Discovery and Data Mining (KDD'08), (2008) Abstract
Purple SOX Extraction Management System Bohannon, P.; Merugu, S.; Yu, C.; Agarwal, V.; DeRose, P.; Iyer, A.; Jain, A.; Kakade, V.; Muralidharan, M.; Ramakrishnan, R.; Shen, W. , SIGMOD Record, Volume 37, Issue 4, p.21-27, (2008)
Recent Progress in Collaborative Filtering Koren, Y. , Recommender Systems 2008, (2008)
The Binary Stress Model for Graph Drawing Koren, Y.; Civril, A. , Graph Drawing 2008, (2008) Abstract
Toward best-effort information extraction Shen, W.; DeRose, P.; McCann, R.; Doan, A.; Ramakrishnan, R. , SIGMOD Conference, p.1031-1042, (2008)
2007
Chasing $1,000,000: How We Won The Netflix Progress Prize Bell, R.; Koren, Y.; volinsky, C. , ASA Statistical and Computing Graphics Newsletter, Volume 18, Issue 2, (2007)
Fast Direction-Aware Proximity for Graph Mining Tong, H.; Koren, Y.; Faloutsos, C. , ACM Int. Conference on Knowledge Discovery and Data Mining (KDD'07), (2007) Abstract
Lessons from the Netflix Prize Challenge Bell, R.; Koren, Y. , SIGKDD Explorations, Volume 9, Issue 2, (2007) Abstract
Measuring and Extracting Proximity in Networks Koren, Y.; North, S.; Volinsky, C. , ACM Transactions on Knowledge Discovery from Data (TKDD), Volume 1, Issue 3, (2007) Abstract
Modeling Relationships at Multiple Scales to Improve Accuracy of Large Recommender Systems Bell, R.; Koren, Y.; Volinsky, C. , ACM Int. Conference on Knowledge Discovery and Data Mining (KDD'07), (2007) Abstract
Modeling Relationships at Multiple Scales to Improve Accuracy of Large Recommender Systems Bell, R.; Koren, Y.; Volisnky, C. , ACM Int. Conference on Knowledge Discovery and Data Mining (KDD'07), (2007) Abstract
Scalable Collaborative Filtering with Jointly Derived Neighborhood Interpolation Weights Bell, R.; Koren, Y. , IEEE International Conference on Data Mining (ICDM 2007), (2007) Abstract
A Fault-Tolerant Middleware Architecture for High-Availability Storage Services Seshadri, S.; Liu, L.; Cooper, B.F.; Chiu, L.; Gupta, K.; Muench, P. , IEEE SCC, p.286-293, (2007)
Building Structured Web Community Portals: A Top-Down, Compositional, and Incremental Approach DeRose, P.; Shen, W.; 0002, F.C.; Doan, A.; Ramakrishnan, R. , VLDB, p.399-410, (2007)