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HAIS
2009
Springer
15 years 11 months ago
An Evolutionary Ensemble-Based Method for Rule Extraction with Distributed Data
This paper presents a methodology for knowledge discovery from inherently distributed data without moving it from its original location, completely or partially, to other locations...
Diego M. Escalante, Miguel Angel Rodriguez, Antoni...
DAC
1995
ACM
15 years 10 months ago
A General Method for Compiling Event-Driven Simulations
Abstract—We present a new approach to event-driven simulation that does not use a centralized run-time event queue, yet is capable of handling arbitrary models, including those w...
Robert S. French, Monica S. Lam, Jeremy R. Levitt,...
KDD
1995
ACM
133views Data Mining» more  KDD 1995»
15 years 10 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
CICLING
2005
Springer
15 years 8 months ago
Evaluating Evaluation Methods for Generation in the Presence of Variation
Recent years have seen increasing interest in automatic metrics for the evaluation of generation systems. When a system can generate syntactic variation, automatic evaluation becom...
Amanda Stent, Matthew Marge, Mohit Singhai
CONSTRAINTS
2000
96views more  CONSTRAINTS 2000»
15 years 6 months ago
A Comparison of Traditional and Constraint-based Heuristic Methods on Vehicle Routing Problems with Side Constraints
The vehicle routing problem (VRP) is a variant of the familiar travelling salesperson problem (TSP). In the VRP we are to perform a number of visits, using a number of vehicles of ...
Philip Kilby, Patrick Prosser, Paul Shaw