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ATAL
2008
Springer
15 years 8 months ago
Reinforcement learning for DEC-MDPs with changing action sets and partially ordered dependencies
Decentralized Markov decision processes are frequently used to model cooperative multi-agent systems. In this paper, we identify a subclass of general DEC-MDPs that features regul...
Thomas Gabel, Martin A. Riedmiller
CIKM
2008
Springer
15 years 8 months ago
Generalized inverse document frequency
Inverse document frequency (IDF) is one of the most useful and widely used concepts in information retrieval. There have been various attempts to provide theoretical justification...
Donald Metzler
173
Voted
ESEM
2008
ACM
15 years 8 months ago
Strength of evidence in systematic reviews in software engineering
Systematic reviews are only as good as the evidence they are based on. It is important, therefore, that users of systematic reviews know how much confidence they can place in the ...
Tore Dybå, Torgeir Dingsøyr
SDM
2010
SIAM
156views Data Mining» more  SDM 2010»
15 years 8 months ago
Co-selection of Features and Instances for Unsupervised Rare Category Analysis
Rare category analysis is of key importance both in theory and in practice. Previous research work focuses on supervised rare category analysis, such as rare category detection an...
Jingrui He, Jaime G. Carbonell
LREC
2008
117views Education» more  LREC 2008»
15 years 8 months ago
Chooser: a Multi-Task Annotation Tool
The paper presents a tool assisting manual annotation of linguistic data developed at the Department of Computational linguistics, IBL-BAS. Chooser is a general-purpose modular ap...
Svetla Koeva, Borislav Rizov, Svetlozara Leseva