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» Toward Optimal Feature Selection
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131
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FSKD
2007
Springer
98views Fuzzy Logic» more  FSKD 2007»
15 years 9 months ago
Learning Selective Averaged One-Dependence Estimators for Probability Estimation
Naïve Bayes is a well-known effective and efficient classification algorithm, but its probability estimation performance is poor. Averaged One-Dependence Estimators, simply AODE,...
Qing Wang, Chuan-hua Zhou, Jiankui Guo
133
Voted
VTC
2006
IEEE
118views Communications» more  VTC 2006»
15 years 9 months ago
Minimum Energy Cooperative Path Routing in Wireless Networks: An Integer Programming Formulation
We study the problem of minimum energy cooperative path (MECP) routing in wireless networks. The joint problem of cooperative routing in wireless networks that combines route sele...
Fulu Li, Andrew Lippman, Kui Wu
148
Voted
CVDB
2005
ACM
15 years 5 months ago
Optimizing progressive query-by-example over pre-clustered large image databases
The typical mode for querying in an image content-based information system is query-by-example, which allows the user to provide an image as a query and to search for similar imag...
Anicet Kouomou Choupo, Laure Berti-Equille, Annie ...
134
Voted
FLAIRS
2000
15 years 4 months ago
Overriding the Experts: A Stacking Method for Combining Marginal Classifiers
The design of an optimal Bayesian classifier for multiple features is dependent on the estimation of multidimensional joint probability density functions and therefore requires a ...
Mark D. Happel, Peter Bock
127
Voted
EMO
2006
Springer
158views Optimization» more  EMO 2006»
15 years 7 months ago
The Hypervolume Indicator Revisited: On the Design of Pareto-compliant Indicators Via Weighted Integration
The design of quality measures for approximations of the Pareto-optimal set is of high importance not only for the performance assessment, but also for the construction of multiobj...
Eckart Zitzler, Dimo Brockhoff, Lothar Thiele