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JMLR
2006
105views more  JMLR 2006»
14 years 9 months ago
Parallel Software for Training Large Scale Support Vector Machines on Multiprocessor Systems
Parallel software for solving the quadratic program arising in training support vector machines for classification problems is introduced. The software implements an iterative dec...
Luca Zanni, Thomas Serafini, Gaetano Zanghirati
JMLR
2010
161views more  JMLR 2010»
14 years 4 months ago
Training and Testing Low-degree Polynomial Data Mappings via Linear SVM
Kernel techniques have long been used in SVM to handle linearly inseparable problems by transforming data to a high dimensional space, but training and testing large data sets is ...
Yin-Wen Chang, Cho-Jui Hsieh, Kai-Wei Chang, Micha...
SAC
2005
ACM
15 years 3 months ago
Towards the prioritization of regression test suites with data flow information
Regression test prioritization techniques re-order the execution of a test suite in an attempt to ensure that defects are revealed earlier in the test execution phase. In prior wo...
Matthew J. Rummel, Gregory M. Kapfhammer, Andrew T...
SPLC
2007
14 years 11 months ago
Automating Product-Line Variant Selection for Mobile Devices
Abstract—Product-line architectures (PLAs) designed for mobile devices create a unique challenge for automated product variant selection engines since variants must be derived on...
Jules White, Douglas C. Schmidt, Egon Wuchner, And...
CBMS
2006
IEEE
15 years 3 months ago
Telederm: Enhancing Dermatological Diagnosis for Rural and Remote Communities
This paper describes techniques used in a Web-based decision support system to enhance dermatological diagnosis for rural and remote communities. We proposed a technique to improv...
Monica H. Ou, Geoff A. W. West, Mihai Lazarescu, C...