Title	An Improved Intrusion Detection System for SDN using Multi-Stage Optimized Deep Forest Classifier
Author	Saritha Reddy A, Ramasubba Reddy B, and Suresh Babu A
Citation	Vol. 22  No. 4  pp. 374-386
Keywords	Software Defined Networking (SDN), Network Intrusion Detection Systems (NIDS), DDoS attacks, Deep forest Classification.

Title	OAPR-HOML’1: Optimal automated program repair approach based on hybrid improved grasshopper optimization and opposition learning based artificial neural network
Author	T.MAMATHA, B. RAMA SUBBA REDDY, C SHOBA BINDU
Citation	Vol. 22  No. 4  pp. 261-273
Keywords	Fault location identification, AST node-level transforms, software testing, automatic program repair, grasshopper optimization.

Title	ABMJ: An Ensemble Model for Risk Prediction in Software Requirements
Author	Mohammad Mahmood Otoom
Citation	Vol. 22  No. 3  pp. 710-718
Keywords	Software Requirements, Risk in Requirements, Machine Learning, Decision Tree, Random Forest, Support Vector Machine

Title	An Empirical Investigation of Vendor Readiness to Assess Offshore Software Maintenance Outsourcing Project
Author	Atif Ikram, Masita Abdul Jalil, Amir Bin Ngah, Ahmad Salman Khan , Yasir Mahmood
Citation	Vol. 22  No. 3  pp. 229-235
Keywords	An empirical study, Client project assessment, Offshore software maintenance outsourcing, Software risk, Software Practices.