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ASWEC
2008
IEEE
14 years 3 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»
14 years 3 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
14 years 3 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
14 years 3 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
KBSE
2008
IEEE
14 years 3 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