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FLAIRS
2008
13 years 9 months ago
Building Useful Models from Imbalanced Data with Sampling and Boosting
Building useful classification models can be a challenging endeavor, especially when training data is imbalanced. Class imbalance presents a problem when traditional classificatio...
Chris Seiffert, Taghi M. Khoshgoftaar, Jason Van H...
IPPS
2007
IEEE
14 years 1 months ago
Identifying and Addressing Uncertainty in Architecture-Level Software Reliability Modeling
Assessing reliability at early stages of software development, such as at the level of software architecture, is desirable and can provide a cost-effective way of improving a soft...
Leslie Cheung, Leana Golubchik, Nenad Medvidovic, ...
EUROMICRO
2002
IEEE
14 years 9 days ago
Comparing JavaBeans and OSGi Towards an Integration of Two Complementary Component Models
In today's software engineering practices, building applications from components is the ongoing trend. What can be noticed however is that there really is not a clear consens...
Humberto Cervantes, Jean-Marie Favre
FTDCS
1999
IEEE
13 years 11 months ago
Integration of Object-Oriented Software Components for Distributed Application Software Development
The process of component integrationfor distributed application sofrware development requires identifying the candidate components and performing compatibility checks based on the...
Stephen S. Yau, Fariaz Karim
BMCBI
2008
115views more  BMCBI 2008»
13 years 7 months ago
Principal components analysis based methodology to identify differentially expressed genes in time-course microarray data
Background: Time-course microarray experiments are being increasingly used to characterize dynamic biological processes. In these experiments, the goal is to identify genes differ...
Sudhakar Jonnalagadda, Rajagopalan Srinivasan