Machine Learning Approach for Reliability Assessment of Open Source Software

no code implementations • International Conference on Computational Science and Its Applications 2019 • Ranjan Kumar Behera, Santanu Kumar Rath, Sanjay Misra, Marcelo Leon, Adewole Adewumi(

Bug tracking systems are often considered to monitor various software faults, detected mostly in open source software projects.

BIG-bench Machine Learning

Object Oriented Analysis using Natural Language Processing concepts: A Review

no code implementations • 26 Oct 2015 • Abinash Tripathy, Santanu Kumar Rath

The Software Development Life Cycle (SDLC) starts with eliciting requirements of the customers in the form of Software Requirement Specification (SRS).

Use Case Point Approach Based Software Effort Estimation using Various Support Vector Regression Kernel Methods

no code implementations • 14 Jan 2014 • Shashank Mouli Satapathy, Santanu Kumar Rath

Then, an attempt has been made to optimize the results obtained from use case point analysis using various SVR kernel methods to achieve better prediction accuracy.

regression