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CIKM
2008
Springer
15 years 8 months ago
SoRec: social recommendation using probabilistic matrix factorization
Data sparsity, scalability and prediction quality have been recognized as the three most crucial challenges that every collaborative filtering algorithm or recommender system conf...
Hao Ma, Haixuan Yang, Michael R. Lyu, Irwin King
RECOMB
2001
Springer
16 years 7 months ago
Towards predicting coiled-coil protein interactions
Protein-protein interactions play a central role in many cellular functions, and as whole-genome data accumulates, computational methods for predicting these interactions become i...
Mona Singh, Peter S. Kim
RECOMB
2009
Springer
16 years 7 months ago
Finding Biologically Accurate Clusterings in Hierarchical Tree Decompositions Using the Variation of Information
Abstract. Hierarchical clustering is a popular method for grouping together similar elements based on a distance measure between them. In many cases, annotation information for som...
Saket Navlakha, James Robert White, Niranjan Nagar...
SAC
2010
ACM
16 years 1 months ago
Estimating node similarity from co-citation in a spatial graph model
Co-citation (number of nodes linking to both of a given pair of nodes) is often used heuristically to judge similarity between nodes in a complex network. We investigate the relat...
Jeannette Janssen, Pawel Pralat, Rory Wilson
PDCAT
2009
Springer
16 years 1 months ago
Analytical Study of Adversarial Strategies in Cluster-based Overlays
Abstract—Awerbuch and Scheideler have shown that peerto-peer overlays networks can survive Byzantine attacks only if malicious nodes are not able to predict what will be the topo...
Emmanuelle Anceaume, Francisco V. Brasileiro, Roma...