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ESANN
2007
15 years 6 months ago
One-class SVM regularization path and comparison with alpha seeding
One-class support vector machines (1-SVMs) estimate the level set of the underlying density observed data. Aside the kernel selection issue, one difficulty concerns the choice of t...
Alain Rakotomamonjy, Manuel Davy
ICMAS
1998
15 years 6 months ago
Agent-Oriented Programming of Manufacturing Control Tasks
The success of agent-oriented concepts in various application domains, in particular in manufacturing control, creates the need for an agent-oriented analysis, design, and program...
Stefan Bussmann
178
Voted
ACL
1997
15 years 6 months ago
Learning Parse and Translation Decisions from Examples with Rich Context
We present a knowledge and context-based system for parsing and translating natural language and evaluate it on sentences from the Wall Street Journal. Applying machine learning t...
Ulf Hermjakob, Raymond J. Mooney
131
Voted
CORR
2006
Springer
92views Education» more  CORR 2006»
15 years 5 months ago
Event-based Information Extraction for the biomedical domain: the Caderige project
This paper gives an overview of the Caderige project. This project involves teams from different areas (biology, machine learning, natural language processing) in order to develop...
Érick Alphonse, Sophie Aubin, Philippe Bess...
149
Voted
CORR
2006
Springer
95views Education» more  CORR 2006»
15 years 5 months ago
Solving Sparse Integer Linear Systems
We propose a new algorithm to solve sparse linear systems of equations over the integers. This algorithm is based on a p-adic lifting technique combined with the use of block matr...
Wayne Eberly, Mark Giesbrecht, Pascal Giorgi, Arne...