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» The Link Prediction Problem in Bipartite Networks
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KDD
2010
ACM
235views Data Mining» more  KDD 2010»
13 years 9 months ago
New perspectives and methods in link prediction
This paper examines important factors for link prediction in networks and provides a general, high-performance framework for the prediction task. Link prediction in sparse network...
Ryan Lichtenwalter, Jake T. Lussier, Nitesh V. Cha...
JCDL
2005
ACM
95views Education» more  JCDL 2005»
13 years 11 months ago
Link prediction approach to collaborative filtering
Recommender systems can provide valuable services in a digital library environment, as demonstrated by its commercial success in book, movie, and music industries. One of the most...
Zan Huang, Xin Li, Hsinchun Chen
ACTA
2006
70views more  ACTA 2006»
13 years 5 months ago
Throughput analysis in wireless networks with multiple users and multiple channels
Abstract We consider the problem of maximizing throughput in a multi-carrier wireless network that employs predictive link adaptation. We explicitly consider the time-penalty incur...
Amrinder Arora, Fanchun Jin, Gokhan Sahin, Hosam M...
KDD
2008
ACM
184views Data Mining» more  KDD 2008»
14 years 6 months ago
Joint latent topic models for text and citations
In this work, we address the problem of joint modeling of text and citations in the topic modeling framework. We present two different models called the Pairwise-Link-LDA and the ...
Ramesh Nallapati, Amr Ahmed, Eric P. Xing, William...
VTC
2010
IEEE
184views Communications» more  VTC 2010»
13 years 4 months ago
Cooperative Interference Prediction for Enhanced Link Adaptation in the 3GPP LTE Uplink
—The interference situation in the uplink of cellular networks, such as the 3GPP UTRAN Long Term Evolution (LTE), is usually highly volatile since from one transmission time inte...
Andreas Müller, Philipp Frank