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126
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PAKDD
2010
ACM
198views Data Mining» more  PAKDD 2010»
15 years 9 months 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
CDC
2009
IEEE
159views Control Systems» more  CDC 2009»
15 years 9 months ago
A distributed machine learning framework
Abstract— A distributed online learning framework for support vector machines (SVMs) is presented and analyzed. First, the generic binary classification problem is decomposed in...
Tansu Alpcan, Christian Bauckhage
113
Voted
CDC
2009
IEEE
133views Control Systems» more  CDC 2009»
15 years 9 months ago
New insights on generalized Nash games with shared constraints: Constrained and variational equilibria
— We consider generalized noncooperative Nash games with “shared constraints” in which there is a common constraint that players’ strategies are required to satisfy. We add...
Ankur A. Kulkarni, Uday V. Shanbhag
CDC
2009
IEEE
177views Control Systems» more  CDC 2009»
15 years 9 months ago
A control theoretic approach to noncooperative game design
— This paper investigates design of noncooperative games from a control theoretic perspective. Pricing mechanisms are used as a design tool to ensure that the Nash equilibrium of...
Tansu Alpcan, Lacra Pavel, Nem Stefanovic
CLUSTER
2009
IEEE
15 years 9 months ago
A scalable and generic task scheduling system for communication libraries
Abstract—Since the advent of multi-core processors, the physionomy of typical clusters has dramatically evolved. This new massively multi-core era is a major change in architectu...
François Trahay, Alexandre Denis
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