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ESANN
2007
15 years 4 months ago
Model Selection for Kernel Probit Regression
Abstract. The convex optimisation problem involved in fitting a kernel probit regression (KPR) model can be solved efficiently via an iteratively re-weighted least-squares (IRWLS)...
Gavin C. Cawley
SE
2007
15 years 4 months ago
A domain-specific language for industrial automation
Abstract: Software development is a complex task and therefore requires professional programming skills. Restricting the focus to a specific problem domain allows the application o...
Stefan Preuer
ESANN
2004
15 years 4 months ago
Fuzzy LP-SVMs for Multiclass Problems
Abstract. In this paper, we propose fuzzy linear programming support vector machines (LP-SVMs) that resolve unclassifiable regions for multiclass problems. Namely, in the direction...
Shigeo Abe
FLAIRS
2004
15 years 4 months ago
Mixed-Initiative Case Replay
Mixed-initiative case replay introduces an active human into the case-based planning process. The goals of this novel technique are to utilize the strengths of machine-based case ...
Michael T. Cox
ICAI
2004
15 years 4 months ago
Supervised Segmentation of Visible Human Data with Image Analogies
Abstract-- We present a new application of the Image Analogies algorithm to be used for image segmentation. Our approach requires supervised training data, so we apply it to the do...
James B. Lackey, Michael D. Colagrosso