83 search results - page 1 / 17 » The Link Prediction Problem in Bipartite Networks |
98
Voted
IPMU
2010
Springer
15 years 2 months ago
2010
Springer
We define and study the link prediction problem in bipartite networks, specializing general link prediction algorithms to the bipartite case. In a graph, a link prediction functio...
150
Voted
ICDM
2009
IEEE
14 years 10 months ago
2009
IEEE
Abstract--The data in many disciplines such as social networks, web analysis, etc. is link-based, and the link structure can be exploited for many different data mining tasks. In t...
101
Voted
ICML
2009
IEEE
16 years 1 months ago
2009
IEEE
We present a unified framework for learning link prediction and edge weight prediction functions in large networks, based on the transformation of a graph's algebraic spectru...
118
Voted
CIKM
2003
Springer
15 years 5 months ago
2003
Springer
Given a snapshot of a social network, can we infer which new interactions among its members are likely to occur in the near future? We formalize this question as the link predicti...
113
Voted
ICALP
2009
Springer
16 years 16 days ago
2009
Springer
Traditionally, combinatorial optimization problems (such as maximum flow, maximum matching, etc.) have been studied for networks where each link has a fixed capacity. Recent resear...