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164
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GECCO
2006
Springer
162views Optimization» more  GECCO 2006»
15 years 7 months ago
Evolutionary learning with kernels: a generic solution for large margin problems
In this paper we embed evolutionary computation into statistical learning theory. First, we outline the connection between large margin optimization and statistical learning and s...
Ingo Mierswa
142
Voted
INFSOF
2007
104views more  INFSOF 2007»
15 years 3 months ago
A state-based approach to integration testing based on UML models
: Correct functioning of object-oriented software depends upon the successful integration of classes. While individual classes may function correctly, several new faults can arise ...
Shaukat Ali, Lionel C. Briand, Muhammad Jaffar-Ur ...
ECCC
2011
185views ECommerce» more  ECCC 2011»
14 years 10 months ago
Property Testing Lower Bounds via Communication Complexity
We develop a new technique for proving lower bounds in property testing, by showing a strong connection between testing and communication complexity. We give a simple scheme for r...
Eric Blais, Joshua Brody, Kevin Matulef
226
Voted
APPROX
2007
Springer
153views Algorithms» more  APPROX 2007»
15 years 9 months ago
Distribution-Free Testing Lower Bounds for Basic Boolean Functions
: In the distribution-free property testing model, the distance between functions is measured with respect to an arbitrary and unknown probability distribution D over the input dom...
Dana Glasner, Rocco A. Servedio
ALENEX
2001
151views Algorithms» more  ALENEX 2001»
15 years 4 months ago
The Asymmetric Traveling Salesman Problem: Algorithms, Instance Generators, and Tests
The purpose of this paper is to provide a preliminary report on the rst broad-based experimental comparison of modern heuristics for the asymmetric traveling salesmen problem ATSP....
Jill Cirasella, David S. Johnson, Lyle A. McGeoch,...