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SIGIR
2004
ACM
14 years 3 months ago
Locality preserving indexing for document representation
Document representation and indexing is a key problem for document analysis and processing, such as clustering, classification and retrieval. Conventionally, Latent Semantic Index...
Xiaofei He, Deng Cai, Haifeng Liu, Wei-Ying Ma
KDD
2004
ACM
147views Data Mining» more  KDD 2004»
14 years 3 months ago
Semantic representation: search and mining of multimedia content
Semantic understanding of multimedia content is critical in enabling effective access to all forms of digital media data. By making large media repositories searchable, semantic ...
Apostol Natsev, Milind R. Naphade, John R. Smith
SPIN
2004
Springer
14 years 3 months ago
Directed Error Detection in C++ with the Assembly-Level Model Checker StEAM
Most approaches for model checking software are based on ration of abstract models from source code, which may greatly reduce the search space, but may also introduce errors that a...
Peter Leven, Tilman Mehler, Stefan Edelkamp
CPM
1997
Springer
87views Combinatorics» more  CPM 1997»
14 years 1 months ago
An Improved Pattern Matching Algorithm for Strings in Terms of Straight-Line Programs
We show an ecient pattern matching algorithm for strings that are succinctly described in terms of straight-line programs, in which the constants are symbols and the only operati...
Masamichi Miyazaki, Ayumi Shinohara, Masayuki Take...
AAAI
2010
13 years 11 months ago
Integrating Sample-Based Planning and Model-Based Reinforcement Learning
Recent advancements in model-based reinforcement learning have shown that the dynamics of many structured domains (e.g. DBNs) can be learned with tractable sample complexity, desp...
Thomas J. Walsh, Sergiu Goschin, Michael L. Littma...