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196
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KDD
1995
ACM
114views Data Mining» more  KDD 1995»
15 years 11 months ago
Designing Neural Networks from Statistical Models: A New Approach to Data Exploration
We develop,in the context of discriminantanalysis,a generalapproachto the designof neuralarchitectures. It consistsin building a neuralnet ‘around’a statistical model family; ...
Antonio Ciampi, Yves Lechevallier
190
Voted
ASM
2008
ASM
15 years 9 months ago
Formal Modeling and Analysis of a Flash Filesystem in Alloy
This paper describes the formal modeling and analysis of a design for a flash-based filesystem in Alloy. We model the basic operations of a filesystem as well as features that are ...
Eunsuk Kang, Daniel Jackson
220
Voted
ECAI
2008
Springer
15 years 9 months ago
Temporal Logic Patterns for Querying Qualitative Models of Genetic Regulatory Networks
Formal verification based on model checking provides a powerful technology to query qualitative models of dynamical systems. The application of model-checking approaches is hamper...
Pedro T. Monteiro, Delphine Ropers, Radu Mateescu,...
NAACL
2007
15 years 8 months ago
Joint Morphological-Lexical Language Modeling for Machine Translation
We present a joint morphological-lexical language model (JMLLM) for use in statistical machine translation (SMT) of language pairs where one or both of the languages are morpholog...
Ruhi Sarikaya, Yonggang Deng
279
Voted
PTS
2007
102views Hardware» more  PTS 2007»
15 years 8 months ago
Testing and Model-Checking Techniques for Diagnosis
Black-box testing is a popular technique for assessing the quality of a system. However, in case of a test failure, only little information is available to identify the root-cause ...
Maxim Gromov, Tim A. C. Willemse