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ML
1998
ACM
102views Machine Learning» more  ML 1998»
15 years 7 months ago
Statistical Mechanics of Online Learning of Drifting Concepts: A Variational Approach
We review the application of statistical mechanics methods to the study of online learning of a drifting concept in the limit of large systems. The model where a feed-forward netwo...
Renato Vicente, Osame Kinouchi, Nestor Caticha
CEC
2011
IEEE
14 years 7 months ago
Cost-benefit analysis of using heuristics in ACGP
—Constrained Genetic Programming (CGP) is a method of searching the Genetic Programming search space non-uniformly, giving preferences to certain subspaces according to some heur...
John W. Aleshunas, Cezary Z. Janikow
232
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MOBIQUITOUS
2008
IEEE
16 years 1 months ago
A multi-dimensional model enabling autonomic reasoning for context-aware pervasive applications
A fundamental requirement for autonomic computing is to be able to automatically infer how human users react in similar contextual conditions. This paper examines the problem of a...
Nearchos Paspallis, Konstantinos Kakousis, George ...
APWEB
2005
Springer
16 years 1 months ago
Automatic Runtime Validation and Correction of the Navigational Design of Web Sites
Abstract. Essential to an audience driven website design philosophy is the organization of information and functionality according to the requirements of the different audience cla...
Sven Casteleyn, Irene Garrigós, Olga De Tro...
AH
2004
Springer
16 years 28 days ago
The Personal Reader: Personalizing and Enriching Learning Resources Using Semantic Web Technologies.
Traditional adaptive hypermedia systems have focused on providing adaptation functionality on a closed corpus, while Web search interfaces have delivered non-personalized informati...
Peter Dolog, Nicola Henze, Wolfgang Nejdl, Michael...