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» Improving Exploration in UCT Using Local Manifolds
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P2P
2006
IEEE
101views Communications» more  P2P 2006»
15 years 5 months ago
Towards Scalable Mobility in Distributed Hash Tables
For the use in the Internet domain, distributed hash tables (DHTs) have proven to be an efficient and scalable approach to distributed content storage and access. In this paper, ...
Olaf Landsiedel, Stefan Götz, Klaus Wehrle
FSKD
2005
Springer
101views Fuzzy Logic» more  FSKD 2005»
15 years 4 months ago
Geometrical Probability Covering Algorithm
Abstract. In this paper, we propose a novel classification algorithm, called geometrical probability covering (GPC) algorithm, to improve classification ability. On the basis of ...
Junping Zhang, Stan Z. Li, Jue Wang
ISORC
2000
IEEE
15 years 3 months ago
TCP Throughput and Buffer Management
There have been many debates about the feasibility of providing guaranteed Quality of Service (QoS) when network traffic travels beyond the enterprise domain and into the vast unk...
Todd Lizambri, Fernando Duran, Shukri Wakid
ICDM
2007
IEEE
162views Data Mining» more  ICDM 2007»
15 years 3 months ago
Exploiting Network Structure for Active Inference in Collective Classification
Active inference seeks to maximize classification performance while minimizing the amount of data that must be labeled ex ante. This task is particularly relevant in the context o...
Matthew J. Rattigan, Marc Maier, David Jensen, Bin...
ECML
2006
Springer
15 years 2 months ago
Margin-Based Active Learning for Structured Output Spaces
In many complex machine learning applications there is a need to learn multiple interdependent output variables, where knowledge of these interdependencies can be exploited to impr...
Dan Roth, Kevin Small