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» Generalization Improvement in Multi-Objective Learning
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ICML
2006
IEEE
16 years 1 months ago
Pruning in ordered bagging ensembles
We present a novel ensemble pruning method based on reordering the classifiers obtained from bagging and then selecting a subset for aggregation. Ordering the classifiers generate...
Alberto Suárez, Gonzalo Martínez-Mu&...
102
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ICML
2004
IEEE
16 years 1 months ago
A graphical model for protein secondary structure prediction
In this paper, we present a graphical model for protein secondary structure prediction. This model extends segmental semi-Markov models (SSMM) to exploit multiple sequence alignme...
Wei Chu, Zoubin Ghahramani, David L. Wild
GECCO
2005
Springer
183views Optimization» more  GECCO 2005»
15 years 6 months ago
802.11 network intrusion detection using genetic programming
Genetic Programming (GP) based Intrusion Detection Systems (IDS) use connection state network data during their training phase. These connection states are recorded as a set of fe...
Patrick LaRoche, A. Nur Zincir-Heywood
ASPDAC
2004
ACM
79views Hardware» more  ASPDAC 2004»
15 years 6 months ago
Enhancing the performance of multi-cycle path analysis in an industrial setting
Abstract— In this paper we enhance the performance of multicycle path analysis in an industrial setting. Industrial designs are, in general, more complicated, but contain more in...
Hiroyuki Higuchi, Yusuke Matsunaga
CIKM
2000
Springer
15 years 4 months ago
Relevance and Reinforcement in Interactive Browsing
We consider the problem of browsing the top ranked portion of the documents returned by an information retrieval system. We describe an interactive relevance feedback agent that a...
Anton Leuski