Megha Khanna

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 18

Top Topics

Software Engineering

Systematic Review

Ensemble Classifier

Top Venues

e Informatica Softw. Eng. J.

Inf. Softw. Technol.

GECCO (Companion)

Publications

Megha Khanna, Ankita Bansal
An assessment of heterogenous ensemble classifiers for analyzing change-proneness in open-source software systems. J. Softw. Evol. Process. 36 (8) (2024)
Ruchika Malhotra, Megha Khanna
On the applicability of search-based algorithms for software change prediction. Int. J. Syst. Assur. Eng. Manag. 14 (1) (2023)
Ruchika Malhotra, Megha Khanna
A Text Mining Framework for Analyzing Change Impact and Maintenance Effort of Software Bug Reports. Int. J. Inf. Retr. Res. 12 (1) (2022)
Megha Khanna
A Systematic Review of Ensemble Techniques for Software Defect and Change Prediction. e Informatica Softw. Eng. J. 16 (1) (2022)
Megha Khanna, Srishti Priya, Diksha Mehra
Software Change Prediction with Homogeneous Ensemble Learners on Large Scale Open-Source Systems. OSS (2021)
Ruchika Malhotra, Megha Khanna
Software Change Prediction: A Systematic Review and Future Guidelines. e Informatica Softw. Eng. J. 13 (1) (2019)
Ruchika Malhotra, Megha Khanna
Analyzing Evolution Patterns of Object-Oriented Metrics: A Case Study on Android Software. Int. J. Rough Sets Data Anal. 6 (3) (2019)
Ruchika Malhotra, Megha Khanna
Dynamic selection of fitness function for software change prediction using Particle Swarm Optimization. Inf. Softw. Technol. 112 (2019)
Ruchika Malhotra, Megha Khanna
Particle swarm optimization-based ensemble learning for software change prediction. Inf. Softw. Technol. 102 (2018)
Ruchika Malhotra, Megha Khanna
Prediction of change prone classes using evolution-based and object-oriented metrics. J. Intell. Fuzzy Syst. 34 (3) (2018)
Ruchika Malhotra, Megha Khanna
Threats to validity in search-based predictive modelling for software engineering. IET Softw. 12 (4) (2018)
Ruchika Malhotra, Megha Khanna
An empirical study to evaluate the relationship of object-oriented metrics and change proneness. Int. Arab J. Inf. Technol. 15 (6) (2018)
Ruchika Malhotra, Megha Khanna
An exploratory study for software change prediction in object-oriented systems using hybridized techniques. Autom. Softw. Eng. 24 (3) (2017)
Ruchika Malhotra, Megha Khanna, Rajeev R. Raje
On the application of search-based techniques for software engineering predictive modeling: A systematic review and future directions. Swarm Evol. Comput. 32 (2017)
Ruchika Malhotra, Megha Khanna
An empirical study for software change prediction using imbalanced data. Empir. Softw. Eng. 22 (6) (2017)
Ruchika Malhotra, Megha Khanna
Software change prediction using voting particle swarm optimization based ensemble classifier. GECCO (Companion) (2017)
Ruchika Malhotra, Megha Khanna
Common threats to software quality predictive modeling studies using search-based techniques. ICACCI (2016)
Ruchika Malhotra, Megha Khanna
Mining the impact of object oriented metrics for change prediction using Machine Learning and Search-based techniques. ICACCI (2015)
Ruchika Malhotra, Megha Khanna
A new metric for predicting software change using gene expression programming. WETSoM (2014)
Ruchika Malhotra, Megha Khanna
Analyzing software change in open source projects using Artificial Immune System algorithms. ICACCI (2014)
Ruchika Malhotra, Megha Khanna
Examining the effectiveness of machine learning algorithms for prediction of change prone classes. HPCS (2014)
Ruchika Malhotra, Megha Khanna
Investigation of relationship between object-oriented metrics and change proneness. Int. J. Mach. Learn. Cybern. 4 (4) (2013)