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» Towards a Systemic Approach to Autonomic Systems Engineering
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EUROMICRO
2009
IEEE
16 years 1 months ago
Exercise Generation by Group Models for Autonomous Web-Based Learning
Abstract— Creating exercises for learners requires significant time. This is one reason, beside difficulties of discussing individualized tasks in a classroom setting, why often ...
Michael Sonntag
ICML
2009
IEEE
16 years 7 months ago
Interactively optimizing information retrieval systems as a dueling bandits problem
We present an on-line learning framework tailored towards real-time learning from observed user behavior in search engines and other information retrieval systems. In particular, ...
Yisong Yue, Thorsten Joachims
ISMIR
2003
Springer
124views Music» more  ISMIR 2003»
15 years 11 months ago
Toward the scientific evaluation of music information retrieval systems
This paper outlines the findings-to-date of a project to assist in the efforts being made to establish a TREC-like evaluation paradigm within the Music Information Retrieval (MIR)...
J. Stephen Downie
GECCO
2008
Springer
145views Optimization» more  GECCO 2008»
15 years 7 months ago
Towards incremental social learning in optimization and multiagent systems
Social learning is a mechanism that allows individuals to acquire knowledge from others without incurring the costs of acquiring it individually. Individuals that learn socially c...
Marco Antonio Montes de Oca, Thomas Stützle
IWSAS
2001
Springer
15 years 11 months ago
An Approach to Self-adaptive Software Based on Supervisory Control
: Self-adaptive software systems use observations of their own behavior, and that of their environment, to select and enact adaptations in accordance with some objective(s). This a...
Gabor Karsai, Ákos Lédeczi, Janos Sz...