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IWANN
2005
Springer
15 years 9 months ago
Balanced Boosting with Parallel Perceptrons
Boosting constructs a weighted classifier out of possibly weak learners by successively concentrating on those patterns harder to classify. While giving excellent results in many ...
Iván Cantador, José R. Dorronsoro
182
Voted
LAMAS
2005
Springer
15 years 9 months ago
An Overview of Cooperative and Competitive Multiagent Learning
Abstract Multi-agent systems (MASs) is an area of distributed artificial intelligence that emphasizes the joint behaviors of agents with some degree of autonomy and the complexiti...
Pieter Jan't Hoen, Karl Tuyls, Liviu Panait, Sean ...
137
Voted
ERLANG
2004
ACM
15 years 9 months ago
HiPE on AMD64
Erlang is a concurrent functional language designed for developing large-scale, distributed, fault-tolerant systems. The primary implementation of the language is the Erlang/OTP s...
Daniel Luna, Mikael Pettersson, Konstantinos F. Sa...
135
Voted
CP
2004
Springer
15 years 9 months ago
Understanding Random SAT: Beyond the Clauses-to-Variables Ratio
It is well known that the ratio of the number of clauses to the number of variables in a random k-SAT instance is highly correlated with the instance’s empirical hardness. We con...
Eugene Nudelman, Kevin Leyton-Brown, Holger H. Hoo...
131
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ECML
2004
Springer
15 years 9 months ago
Conditional Independence Trees
It has been observed that traditional decision trees produce poor probability estimates. In many applications, however, a probability estimation tree (PET) with accurate probabilit...
Harry Zhang, Jiang Su