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KDD
1995
ACM
114views Data Mining» more  KDD 1995»
14 years 1 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
KDD
1995
ACM
98views Data Mining» more  KDD 1995»
14 years 1 months ago
Optimization and Simplification of Hierarchical Clusterings
Clustering is often used to discover structure in data. Clustering systems differ in the objective function used to evaluate clustering quality and the control strategy used to se...
Douglas Fisher
KDD
1995
ACM
133views Data Mining» more  KDD 1995»
14 years 1 months ago
Feature Subset Selection Using the Wrapper Method: Overfitting and Dynamic Search Space Topology
In the wrapperapproachto feature subset selection, a searchfor an optimalset of features is madeusingthe induction algorithm as a black box. Theestimated future performanceof the ...
Ron Kohavi, Dan Sommerfield
SIGCOMM
1995
ACM
14 years 1 months ago
Performance of Checksums and CRCs over Real Data
Checksum and CRC algorithms have historically been studied under the assumption that the data fed to the algorithms was uniformly distributed. This paper examines the behavior of ...
Craig Partridge, James Hughes, Jonathan Stone
SIGMETRICS
1995
ACM
14 years 1 months ago
Talisman: Fast and Accurate Multicomputer Simulation
Talisman is a simulator that models the execution semantics and timing of a multicomputer. Talisman is unique in combining high semantic accuracy, high timing accuracy, portabilit...
Robert C. Bedichek