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ECML
2007
Springer
16 years 1 months ago
Multi-objective Genetic Programming for Multiple Instance Learning
Abstract. This paper introduces the use of multi-objective evolutionary algorithms in multiple instance learning. In order to achieve this purpose, a multi-objective grammar-guided...
Amelia Zafra, Sebastián Ventura
GECCO
2007
Springer
210views Optimization» more  GECCO 2007»
16 years 1 months ago
Markov chain models of bare-bones particle swarm optimizers
We apply a novel theoretical approach to better understand the behaviour of different types of bare-bones PSOs. It avoids many common but unrealistic assumptions often used in an...
Riccardo Poli, William B. Langdon
206
Voted
ICCS
2007
Springer
16 years 1 months ago
Learning Common Outcomes of Communicative Actions Represented by Labeled Graphs
We build a generic methodology based on learning and reasoning to detect specific attitudes of human agents and patterns of their interactions. Human attitudes are determined in te...
Boris Galitsky, Boris Kovalerchuk, Sergei O. Kuzne...
204
Voted
RSEISP
2007
Springer
16 years 1 months ago
Generalizing Data in Natural Language
This paper concerns the development of a new direction in machine learning, called natural induction, which requires from computergenerated knowledge not only to have high predicti...
Ryszard S. Michalski, Janusz Wojtusiak
SAMOS
2007
Springer
16 years 1 months ago
The Weight-Watcher Service and its Lightweight Implementation
—This paper presents the Weight-Watcher service. This service aims at providing resource consumption measurements and estimations for software executing on resourceconstrained de...
Benoît Garbinato, Rachid Guerraoui, Jarle Hu...
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