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ASWEC
2008
IEEE
15 years 10 months ago
An Exploration of Power-Law in Use-Relation of Java Software Systems
A software component graph, where a node represents a component and an edge represents a use-relation between components, is widely used for analysis methods of software engineeri...
Makoto Ichii, Makoto Matsushita, Katsuro Inoue
ICDM
2008
IEEE
110views Data Mining» more  ICDM 2008»
15 years 10 months ago
Start Globally, Optimize Locally, Predict Globally: Improving Performance on Imbalanced Data
Class imbalance is a ubiquitous problem in supervised learning and has gained wide-scale attention in the literature. Perhaps the most prevalent solution is to apply sampling to t...
David A. Cieslak, Nitesh V. Chawla
ICPR
2008
IEEE
15 years 10 months ago
Fast model selection for MaxMinOver-based training of support vector machines
OneClassMaxMinOver (OMMO) is a simple incremental algorithm for one-class support vector classification. We propose several enhancements and heuristics for improving model select...
Fabian Timm, Sascha Klement, Thomas Martinetz
ITNG
2008
IEEE
15 years 10 months ago
Prototype Generation from Ontology Charts
Semantic Analysis is a business analysis method designed to capture user requirements and represent them as text or in a graph that is called Ontology Chart. Ontology Charts can b...
George Tsaramirsis, Iman Poernomo
120
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KBSE
2008
IEEE
15 years 10 months ago
How Program History Can Improve Code Completion
Code completion is a widely used productivity tool. It takes away the burden of remembering and typing the exact names of methods or classes: As a developer starts typing a name, ...
Romain Robbes, Michele Lanza