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» Classifying Problems into Complexity Classes
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93
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AIPS
2007
15 years 3 months ago
Structural Patterns of Tractable Sequentially-Optimal Planning
We study the complexity of sequentially-optimal classical planning, and discover new problem classes for whose such optimization is tractable. The results are based on exploiting ...
Michael Katz, Carmel Domshlak
86
Voted
UAI
1997
15 years 2 months ago
Time-Critical Action: Representations and Application
We review the problem of time-critical action and discuss a reformulation that shifts knowledge acquisition from the assessment of complex temporal probabilistic dependencies to t...
Eric Horvitz, Adam Seiver
108
Voted
CSL
2010
Springer
15 years 1 months ago
Formal Theories for Linear Algebra
We introduce two-sorted theories in the style of [CN10] for the complexity classes L and DET, whose complete problems include determinants over Z2 and Z, respectively. We then desc...
Stephen Cook, Lila Fontes
KDD
2002
ACM
126views Data Mining» more  KDD 2002»
16 years 1 months ago
Integrating feature and instance selection for text classification
Instance selection and feature selection are two orthogonal methods for reducing the amount and complexity of data. Feature selection aims at the reduction of redundant features i...
Dimitris Fragoudis, Dimitris Meretakis, Spiros Lik...
117
Voted
PCM
2001
Springer
107views Multimedia» more  PCM 2001»
15 years 5 months ago
Analysis of Environmental Sounds as Indexical Signs in Film
Abstract. In this paper, we investigate the problem of classifying a subset of environmental sounds in movie audio tracks that indicate specific indexical semiotic use. These envi...
Simon Moncrieff, Chitra Dorai, Svetha Venkatesh