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VAMOS
2010
Springer
15 years 8 months ago
Variability Modelling for Model-Driven Development of Software Product Lines
Model-driven development of software-intensive systems aims at designing systems by stepwise model refinement. In order to create software product lines by model-driven development...
Ina Schaefer
200
Voted
HIS
2008
15 years 8 months ago
Evolutionary Training Set Selection to Optimize C4.5 in Imbalanced Problems
Classification in imbalanced domains is a recent challenge in machine learning. We refer to imbalanced classification when data presents many examples from one class and few from ...
Salvador García, Francisco Herrera
LREC
2008
91views Education» more  LREC 2008»
15 years 8 months ago
Diacritic Annotation in the Arabic Treebank and its Impact on Parser Evaluation
The Arabic Treebank (ATB), released by the Linguistic Data Consortium, contains multiple annotation files for each source file, due in part to the role of diacritic inclusion in t...
Mohamed Maamouri, Seth Kulick, Ann Bies
SDM
2007
SIAM
81views Data Mining» more  SDM 2007»
15 years 8 months ago
A PAC Bound for Approximate Support Vector Machines
We study a class of algorithms that speed up the training process of support vector machines (SVMs) by returning an approximate SVM. We focus on algorithms that reduce the size of...
Dongwei Cao, Daniel Boley
SIS
2007
15 years 8 months ago
An Ontology for the Expression of Intellectual Property Entities and Relations
Ontologies represent knowledge in a particular area. Intellectual Property (IP) Entities lifecycle lacks any explicit standard representation, and a semantic expression of its proc...
Víctor Rodríguez-Doncel, Marc Gauvin...