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JMLR
2012
12 years 1 months ago
Conditional Likelihood Maximisation: A Unifying Framework for Information Theoretic Feature Selection
We present a unifying framework for information theoretic feature selection, bringing almost two decades of research on heuristic filter criteria under a single theoretical inter...
Gavin Brown, Adam Pocock, Ming-Jie Zhao, Mikel Luj...
ECAL
2007
Springer
14 years 2 months ago
Constructing the Basic Umwelt of Artificial Agents: An Information-Theoretic Approach
Abstract. In the context of situated and embodied cognition, we evaluate an information-theoretic approach to the construction of the Umwelt of an artificial agent. We make the ass...
Philippe Capdepuy, Daniel Polani, Chrystopher L. N...
HICSS
2003
IEEE
138views Biometrics» more  HICSS 2003»
14 years 4 months ago
A Single Buyer-Single Supplier Bargaining Problem with Asymmetric Information - Theoretical Approach and Software Implementation
This paper is focused on the coordination of order and production policy between buyers and suppliers in supply chains. When a buyer and a supplier of an item work independently, ...
Eric Sucky
AIME
2009
Springer
14 years 2 months ago
Data-Efficient Information-Theoretic Test Selection
We use the concept of conditional mutual information (MI) to approach problems involving the selection of variables in the area of medical diagnosis. Computing MI requires estimate...
Marianne Mueller, Rómer Rosales, Harald Ste...