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» Visual data mining and analysis of software repositories
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WSC
2007
15 years 3 days ago
Visualization techniques utilizing the sensitivity analysis of models
Models of real world systems are being increasingly generated from data that describes the behaviour of systems. Data mining techniques, such as Artificial Neural Networks (ANN),...
Ivo Kondapaneni, Pavel Kordík, Pavel Slav&i...
BMCBI
2006
183views more  BMCBI 2006»
14 years 9 months ago
Mining gene expression data by interpreting principal components
Background: There are many methods for analyzing microarray data that group together genes having similar patterns of expression over all conditions tested. However, in many insta...
Joseph C. Roden, Brandon W. King, Diane Trout, Ali...
IPPS
2007
IEEE
15 years 4 months ago
Scalable, Dynamic Analysis and Visualization for Genomic Datasets
A challenge in data analysis and visualization is to build new-generation software tools and systems to truly accelerate scientific discoveries. The recent focus of Princeton’s ...
Grant Wallace, Matthew A. Hibbs, Maitreya J. Dunha...
BMCBI
2004
173views more  BMCBI 2004»
14 years 9 months ago
d-matrix - database exploration, visualization and analysis
Background: Motivated by a biomedical database set up by our group, we aimed to develop a generic database front-end with embedded knowledge discovery and analysis features. A maj...
Dominik Seelow, Raffaello Galli, Siegrun Mebus, Ha...
INFSOF
2006
90views more  INFSOF 2006»
14 years 9 months ago
Identifying knowledge brokers that yield software engineering knowledge in OSS projects
Much research on open source software development concentrates on developer lists and other software repositories to investigate what motivates professional software developers to...
Sulayman K. Sowe, Ioannis Stamelos, Lefteris Angel...