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...
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...
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...
The process of component integrationfor distributed application sofrware development requires identifying the candidate components and performing compatibility checks based on the...
Background: Time-course microarray experiments are being increasingly used to characterize dynamic biological processes. In these experiments, the goal is to identify genes differ...