We consider the problem of binary classification where the classifier may abstain instead of classifying each observation. The Bayes decision rule for this setup, known as Chow...
Yves Grandvalet, Alain Rakotomamonjy, Joseph Keshe...
Context-aware applications should be intelligible so users can better understand how they work and improve their trust in them. However, providing intelligibility is nontrivial an...
DecisionSpace Infrastructure was an effort to develop new software in a company where the corporate culture was geared to support old products. The team was large and distributed,...
The purpose of this paper is to investigate how discrete event simulation can support the growing need of information in the production system. Agility, one key to future competit...
We propose a classification method based on a decision tree whose nodes consist of linear Support Vector Machines (SVMs). Each node defines a decision hyperplane that classifies p...