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ICANN
2007
Springer
15 years 9 months ago
Recursive Principal Component Analysis of Graphs
Treatment of general structured information by neural networks is an emerging research topic. Here we show how representations for graphs preserving all the information can be devi...
Alessio Micheli, Alessandro Sperduti
110
Voted
NCA
2003
IEEE
15 years 8 months ago
Admission Control in Peer Groups
Security in collaborative peer groups is an active research topic. Most previous work focused on key management without addressing an important pre-requisite: admission control, i...
Yongdae Kim, Daniele Mazzocchi, Gene Tsudik
107
Voted
GLOBECOM
2007
IEEE
15 years 6 months ago
Capacity Assignment for Delay Bounded Packet Traffic
The capacity assignment (CA) problem is one of the most essential yet important topics in packet communication networks. However, most reported CA models were established under the...
Xian Liu
142
Voted
NIPS
2007
15 years 4 months ago
Gaussian Process Models for Link Analysis and Transfer Learning
In this paper we model relational random variables on the edges of a network using Gaussian processes (GPs). We describe appropriate GP priors, i.e., covariance functions, for dir...
Kai Yu, Wei Chu
107
Voted
LCN
2006
IEEE
15 years 8 months ago
ROADNet: A network of SensorNets
As sensor networks become denser and more widely deployed, the potential develops for interconnecting these networks to combine datasets, share technological solutions, and to con...
Todd Hansen, Sameer Tilak, Steve Foley, Kent Lindq...