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» On Issues of Instance Selection
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IJHIS
2008
84views more  IJHIS 2008»
13 years 8 months ago
Selective generation of training examples in active meta-learning
Meta-Learning has been successfully applied to acquire knowledge used to support the selection of learning algorithms. Each training example in Meta-Learning (i.e. each meta-exampl...
Ricardo Bastos Cavalcante Prudêncio, Teresa ...
LION
2009
Springer
160views Optimization» more  LION 2009»
14 years 3 months ago
Corridor Selection and Fine Tuning for the Corridor Method
In this paper we present a novel hybrid algorithm, in which ideas from the genetic algorithm and the GRASP metaheuristic are cooperatively used and intertwined to dynamically adjus...
Marco Caserta, Stefan Voß
ICSE
2001
IEEE-ACM
14 years 1 months ago
Dynamic and Selective Combination of Extensions in Component-Based Applications
Support for dynamic and client-specific customization is required in many application areas. We present a (distributed) application as consisting of a minimal functional core – ...
Eddy Truyen, Bart Vanhaute, Wouter Joosen, Pierre ...
IJCAI
2007
13 years 10 months ago
Emotions as Durative Dynamic State for Action Selection
Human intelligence requires decades of full-time training before it can be reliably utilised in modern economies. In contrast, AI agents must be made reliable but interesting in r...
Emmanuel Tanguy, Philip J. Willis, Joanna Bryson
ISAAC
2010
Springer
226views Algorithms» more  ISAAC 2010»
13 years 6 months ago
On Tractable Cases of Target Set Selection
We study the NP-complete TARGET SET SELECTION (TSS) problem occurring in social network analysis. Complementing results on its approximability and extending results for its restric...
André Nichterlein, Rolf Niedermeier, Johann...