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CAV
2004
Springer
108views Hardware» more  CAV 2004»
15 years 7 months ago
Functional Dependency for Verification Reduction
Abstract. The existence of functional dependency among the state variables of a state transition system was identified as a common cause of inefficient BDD representation in formal...
Jie-Hong Roland Jiang, Robert K. Brayton
CAEPIA
2003
Springer
15 years 9 months ago
Clustering Main Concepts from e-Mails
E–mail is one of the most common ways to communicate, assuming, in some cases, up to 75% of a company’s communication, in which every employee spends about 90 minutes a day in ...
Jesús S. Aguilar-Ruiz, Domingo S. Rodr&iacu...
NIPS
1997
15 years 5 months ago
Learning Human-like Knowledge by Singular Value Decomposition: A Progress Report
Singular value decomposition (SVD) can be viewed as a method for unsupervised training of a network that associates two classes of events reciprocally by linear connections throug...
Thomas K. Landauer, Darrell Laham, Peter W. Foltz
MEDINFO
2007
134views Healthcare» more  MEDINFO 2007»
15 years 5 months ago
Framework for Clinical Data Standardization Based on Archetypes
Standardization of data is a prerequisite to achieve semantic interoperability in any domain. This is even more important in the healthcare sector where the need for exchanging he...
José Alberto Maldonado, David Moner, Diego ...
FLAIRS
2008
15 years 6 months ago
Building Useful Models from Imbalanced Data with Sampling and Boosting
Building useful classification models can be a challenging endeavor, especially when training data is imbalanced. Class imbalance presents a problem when traditional classificatio...
Chris Seiffert, Taghi M. Khoshgoftaar, Jason Van H...