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COLT
2007
Springer
16 years 21 days ago
Online Learning with Prior Knowledge
The standard so-called experts algorithms are methods for utilizing a given set of “experts” to make good choices in a sequential decision-making problem. In the standard setti...
Elad Hazan, Nimrod Megiddo
GECCO
2007
Springer
181views Optimization» more  GECCO 2007»
16 years 21 days ago
A study on metamodeling techniques, ensembles, and multi-surrogates in evolutionary computation
Surrogate-Assisted Memetic Algorithm(SAMA) is a hybrid evolutionary algorithm, particularly a memetic algorithm that employs surrogate models in the optimization search. Since mos...
Dudy Lim, Yew-Soon Ong, Yaochu Jin, Bernhard Sendh...
GECCO
2007
Springer
171views Optimization» more  GECCO 2007»
16 years 21 days ago
Concept-based multi-objective problems and their solution by EC
Recent studies on the support of engineers during conceptual design resulted in a non-traditional type of Multi-Objective Problems (MOPs), namely concept-based ones. In concept-ba...
Amiram Moshaiov, Gideon Avigad
ICANN
2007
Springer
16 years 21 days ago
Sparse Least Squares Support Vector Regressors Trained in the Reduced Empirical Feature Space
Abstract. In this paper we discuss sparse least squares support vector regressors (sparse LS SVRs) defined in the reduced empirical feature space, which is a subspace of mapped tr...
Shigeo Abe, Kenta Onishi
ISI
2007
Springer
16 years 20 days ago
On-Demand Information Portals for Disaster Situations
Abstract—This paper describes our work on developing technology for rapidly assembling information portals that provide integrated access to and analysis of information from mult...
Yiming Ma, Dmitri V. Kalashnikov, Ramaswamy Hariha...