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JMLR
2010
133views more  JMLR 2010»
13 years 2 months ago
Hierarchical Cost-Sensitive Algorithms for Genome-Wide Gene Function Prediction
In this work we propose new ensemble methods for the hierarchical classification of gene functions. Our methods exploit the hierarchical relationships between the classes in diffe...
Nicolò Cesa-Bianchi, Giorgio Valentini
ECAL
2005
Springer
14 years 1 months ago
The Quantitative Law of Effect is a Robust Emergent Property of an Evolutionary Algorithm for Reinforcement Learning
An evolutionary reinforcement-learning algorithm, the operation of which was not associated with an optimality condition, was instantiated in an artificial organism. The algorithm ...
J. J. McDowell, Zahra Ansari
CEC
2007
IEEE
14 years 2 months ago
Achieving environmental tolerance through the initiation and exploitation of external information
— It is often believed that biological organisms have an inherent tolerance to environmental changes. This is a seductive concept if transferred to artificial organisms. An expe...
Gunnar Tufte, Pauline C. Haddow
IPPS
2002
IEEE
14 years 17 days ago
A Middleware for Large Scale Networks Inspired by the Immune System
Very large scale networks such as the Internet require a new operational model to use resources efficiently and reduce the need for the administration necessary in clientserver n...
Mohamed Bakhouya, Jaafar Gaber, Abder Koukam
CONTEXT
1999
Springer
13 years 12 months ago
The Formal Structure of Ecological Contexts
This paper presents the outline of a formal ontology of contexts. More specifically, it deals with the ontology of ecological contexts (niches, habitats, environments, ambients) an...
Barry Smith, Achille C. Varzi