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HIS
2008
15 years 3 months ago
Evolutionary Training Set Selection to Optimize C4.5 in Imbalanced Problems
Classification in imbalanced domains is a recent challenge in machine learning. We refer to imbalanced classification when data presents many examples from one class and few from ...
Salvador García, Francisco Herrera
GECCO
2003
Springer
101views Optimization» more  GECCO 2003»
15 years 6 months ago
An Analysis of a Reordering Operator with Tournament Selection on a GA-Hard Problem
This paper analyzes the performance of a genetic algorithm that utilizes tournament selection, one-point crossover, and a reordering operator. A model is proposed to describe the c...
Ying-Ping Chen, David E. Goldberg
ICSE
2000
IEEE-ACM
15 years 5 months ago
A software engineering approach and tool set for developing Internet applications
If a business built a plant to produce products without first designing a process to manufacture them, the risk would be lack of capacity without significant plant redesign. Simil...
David A. Marca, Beth A. Perdue
TON
1998
80views more  TON 1998»
15 years 1 months ago
Blocking and nonblocking multirate Clos switching networks
— This paper investigates in detail the blocking and nonblocking behavior of multirate Clos switching networks at the connection/virtual connection level. The results are applica...
Soung C. Liew, Ming-Hung Ng, Cathy W. Chan
UAI
2003
15 years 2 months ago
The Revisiting Problem in Mobile Robot Map Building: A Hierarchical Bayesian Approach
We present an application of hierarchical Bayesian estimation to robot map building. The revisiting problem occurs when a robot has to decide whether it is seeing a previously-bui...
Benjamin Stewart, Jonathan Ko, Dieter Fox, Kurt Ko...