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IDA
2002
Springer
15 years 6 months ago
Boosting strategy for classification
This paper introduces a strategy for training ensemble classifiers by analysing boosting within margin theory. We present a bound on the generalisation error of ensembled classifi...
Huma Lodhi, Grigoris J. Karakoulas, John Shawe-Tay...
SIAMCOMP
2000
109views more  SIAMCOMP 2000»
15 years 6 months ago
Dual-Bounded Generating Problems: Partial and Multiple Transversals of a Hypergraph
Abstract. We consider two natural generalizations of the notion of transversal to a finite hypergraph, arising in data-mining and machine learning, the so called multiple and parti...
Endre Boros, Vladimir Gurvich, Leonid Khachiyan, K...
CN
1998
100views more  CN 1998»
15 years 6 months ago
Metabroker: A Generic Broker for Electronic Commerce
In traditional commerce, brokers act as middlemen between customers and providers, aggregating, repackaging and adding value to products, services or information. In the broadest ...
Steve J. Caughey, David B. Ingham, Paul Watson
AI
1999
Springer
15 years 6 months ago
Cooperative Behavior Acquisition for Mobile Robots in Dynamically Changing Real Worlds Via Vision-Based Reinforcement Learning a
In this paper, we first discuss the meaning of physical embodiment and the complexity of the environment in the context of multi-agent learning. We then propose a vision-based rei...
Minoru Asada, Eiji Uchibe, Koh Hosoda
ISCI
2002
86views more  ISCI 2002»
15 years 6 months ago
Schedulable region for VBR media transmission with optimal resource allocation and utilization
Media data are VBR in nature due to the coding and compression technologies applied. As VBR streams are complicated for network management, different approaches were proposed to s...
Ray-I Chang, Meng Chang Chen, Jan-Ming Ho, Ming-Ta...
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