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PKDD
2010
Springer
122views Data Mining» more  PKDD 2010»
15 years 11 days ago
Exploration in Relational Worlds
Abstract. One of the key problems in model-based reinforcement learning is balancing exploration and exploitation. Another is learning and acting in large relational domains, in wh...
Tobias Lang, Marc Toussaint, Kristian Kersting
SOSYM
2010
174views more  SOSYM 2010»
15 years 10 days ago
Automatic generation of basic behavior schemas from UML class diagrams
: The specification of a software system must include all relevant static and dynamic aspects of the domain. Dynamic aspects are usually specified by means of a behavioral schema c...
Manoli Albert, Jordi Cabot, Cristina Gómez,...
ICMLA
2009
14 years 11 months ago
Learning Probabilistic Structure Graphs for Classification and Detection of Object Structures
Abstract--This paper presents a novel and domainindependent approach for graph-based structure learning. The approach is based on solving the Maximum Common SubgraphIsomorphism pro...
Johannes Hartz
CONEXT
2010
ACM
14 years 11 months ago
Declarative configuration management for complex and dynamic networks
Abstract-- Network management and operations are complicated, tedious, and error-prone, requiring significant human involvement and domain knowledge. As the complexity involved ine...
Xu Chen, Yun Mao, Zhuoqing Morley Mao, Jacobus E. ...
SPEECH
2010
154views more  SPEECH 2010»
14 years 8 months ago
Long story short - Global unsupervised models for keyphrase based meeting summarization
act 11 We analyze and compare two different methods for unsupervised extractive spontaneous speech summarization in the meeting 12 domain. Based on utterance comparison, we introdu...
Korbinian Riedhammer, Benoît Favre, Dilek Ha...