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WWW
2010
ACM
15 years 7 months ago
Web-scale knowledge extraction from semi-structured tables
A wealth of knowledge is encoded in the form of tables on the World Wide Web. We propose a classification algorithm and a rich feature set for automatically recognizing layout tab...
Eric Crestan, Patrick Pantel
CBSE
2010
Springer
15 years 7 months ago
A Three-Tier Approach for Composition of Real-Time Embedded Software Stacks
Abstract. Many component models and frameworks have been proabstract and capture concerns from Real-Time and Embedded application domains, based on high-level component-based appro...
Frédéric Loiret, Lionel Seinturier, ...
GECCO
2010
Springer
148views Optimization» more  GECCO 2010»
15 years 7 months ago
Guarding against premature convergence while accelerating evolutionary search
The fundamental dichotomy in evolutionary algorithms is that between exploration and exploitation. Recently, several algorithms [8, 9, 14, 16, 17, 20] have been introduced that gu...
Josh C. Bongard, Gregory S. Hornby
GECCO
2010
Springer
129views Optimization» more  GECCO 2010»
15 years 7 months ago
A probabilistic functional crossover operator for genetic programming
The original mechanism by which evolutionary algorithms were to solve problems was to allow for the gradual discovery of sub-solutions to sub-problems, and the automated combinati...
Josh C. Bongard
KDD
2009
ACM
175views Data Mining» more  KDD 2009»
15 years 7 months ago
Multi-class protein fold recognition using large margin logic based divide and conquer learning
Inductive Logic Programming (ILP) systems have been successfully applied to solve complex problems in bioinformatics by viewing them as binary classification tasks. It remains an...
Huma Lodhi, Stephen Muggleton, Michael J. E. Stern...
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