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PAKDD
2010
ACM
198views Data Mining» more  PAKDD 2010»
16 years 12 days ago
A Better Strategy of Discovering Link-Pattern Based Communities by Classical Clustering Methods
Abstract. The definition of a community in social networks varies with applications. To generalize different types of communities, the concept of linkpattern based community was pr...
Chen-Yi Lin, Jia-Ling Koh, Arbee L. P. Chen
COLCOM
2009
IEEE
16 years 10 days ago
Unified analytical models for Location Management costs and optimum design of location areas
—Within collaborative computing, computer mediated communications are evolving rapidly thanks to the development of new technologies. The facilitation of awareness and discovery ...
Eladio Martin, Ling Liu, Matt Weber, Péter ...
FPL
2009
Springer
156views Hardware» more  FPL 2009»
16 years 7 days ago
A highly scalable Restricted Boltzmann Machine FPGA implementation
Restricted Boltzmann Machines (RBMs) — the building block for newly popular Deep Belief Networks (DBNs) — are a promising new tool for machine learning practitioners. However,...
Sang Kyun Kim, Lawrence C. McAfee, Peter L. McMaho...
ICANN
2009
Springer
16 years 7 days ago
Statistical Instance-Based Ensemble Pruning for Multi-class Problems
Recent research has shown that the provisional count of votes of an ensemble of classifiers can be used to estimate the probability that the final ensemble prediction coincides w...
Gonzalo Martínez-Muñoz, Daniel Hern&...
ICN
2001
Springer
16 years 2 days ago
An Evaluation of Shared Multicast Trees with Multiple Active Cores
Abstract. Core-based multicast trees use less router state, but have significant drawbacks when compared to shortest-path trees, namely higher delay and poor fault tolerance. We e...
Daniel Zappala, Aaron Fabbri
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