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CORR
2010
Springer
177views Education» more  CORR 2010»
14 years 9 months ago
Supervised Random Walks: Predicting and Recommending Links in Social Networks
Predicting the occurrence of links is a fundamental problem in networks. In the link prediction problem we are given a snapshot of a network and would like to infer which interact...
Lars Backstrom, Jure Leskovec
ASUNAM
2010
IEEE
14 years 11 months ago
A Unified Framework for Link Recommendation Using Random Walks
The phenomenal success of social networking sites, such as Facebook, Twitter and LinkedIn, has revolutionized the way people communicate. This paradigm has attracted the attention ...
Zhijun Yin, Manish Gupta, Tim Weninger, Jiawei Han
KDD
2007
ACM
244views Data Mining» more  KDD 2007»
15 years 9 months ago
A Recommender System Based on Local Random Walks and Spectral Methods
In this paper, we design recommender systems for weblogs based on the link structure among them. We propose algorithms based on refined random walks and spectral methods. First, w...
Zeinab Abbassi, Vahab S. Mirrokni
TELETRAFFIC
2007
Springer
15 years 3 months ago
Performance Analysis of a Fluid Queue with Random Service Rate in Discrete Time
We consider a fluid queue in discrete time with random service rate. Such a queue has been used in several recent studies on wireless networks where the packets can be arbitrarily...
Onno J. Boxma, Vinod Sharma, D. K. Prasad
INFOCOM
2012
IEEE
12 years 11 months ago
Link correlation aware opportunistic routing
—By exploiting reception diversity of wireless network links, researchers have shown that opportunistic routing can improve network performance significantly over traditional ro...
Anas Basalamah, Song Min Kim, Shuo Guo, Tian He, Y...