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121
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NIPS
2007
15 years 6 months ago
Anytime Induction of Cost-sensitive Trees
Machine learning techniques are increasingly being used to produce a wide-range of classifiers for complex real-world applications that involve nonuniform testing costs and miscl...
Saher Esmeir, Shaul Markovitch
AIPS
2006
15 years 6 months ago
Predictive Planning for Supply Chain Management
Supply chains are ubiquitous in the manufacturing of many complex products. Traditionally, supply chains have been created through the intricate interactions of human representati...
David Pardoe, Peter Stone
150
Voted
DIMVA
2006
15 years 6 months ago
Digital Forensic Reconstruction and the Virtual Security Testbed ViSe
This paper presents ViSe, a virtual security testbed, and demonstrates how it can be used to efficiently study computer attacks and suspect tools as part of a computer crime recons...
André Årnes, Paul Haas, Giovanni Vign...
IJCAI
1989
15 years 5 months ago
A Study of Empirical Learning for an Involved Problem
In real-world domains a concept to be learned may be unwieldy and the environment may be less than ideal. One combination of difficulties occurs if the concept is probabilistic an...
Larry A. Rendell
137
Voted
GECCO
2008
Springer
257views Optimization» more  GECCO 2008»
15 years 5 months ago
Rapid evaluation and evolution of neural models using graphics card hardware
This paper compares three common evolutionary algorithms and our modified GA, a Distributed Adaptive Genetic Algorithm (DAGA). The optimal approach is sought to adapt, in near rea...
Thomas F. Clayton, Leena N. Patel, Gareth Leng, Al...