Megha Khanna

25 papers Journal 18Unranked 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
Enhancing quantum support vector machine for healthcare applications using custom feature maps.
Knowl. Based Syst.
Riya Bansal, Nikhil Kumar Rajput, Megha Khanna
2025 J jnl
Explainable-AI-assisted feature selection for software change-proneness prediction.
Soft Comput.
Ankit Rajpal, Megha Khanna, Naman Singhal
2025 J jnl
Validating multi-objective search algorithms to predict faulty classes.
Int. J. Syst. Assur. Eng. Manag.
Ruchika Malhotra, Monika Singh, Megha Khanna
2024 J jnl
An assessment of heterogenous ensemble classifiers for analyzing change-proneness in open-source software systems.
J. Softw. Evol. Process.
Megha Khanna, Ankita Bansal
2023 J jnl
On the applicability of search-based algorithms for software change prediction.
Int. J. Syst. Assur. Eng. Manag.
Ruchika Malhotra, Megha Khanna
2022 J jnl
A Systematic Review of Ensemble Techniques for Software Defect and Change Prediction.
e Informatica Softw. Eng. J.
Megha Khanna
2022 J jnl
A Text Mining Framework for Analyzing Change Impact and Maintenance Effort of Software Bug Reports.
Int. J. Inf. Retr. Res.
Ruchika Malhotra, Megha Khanna
2021 — conf
Software Change Prediction with Homogeneous Ensemble Learners on Large Scale Open-Source Systems.
OSS
Megha Khanna, Srishti Priya, Diksha Mehra
2019 J jnl
Analyzing Evolution Patterns of Object-Oriented Metrics: A Case Study on Android Software.
Int. J. Rough Sets Data Anal.
Ruchika Malhotra, Megha Khanna
2019 J jnl
Dynamic selection of fitness function for software change prediction using Particle Swarm Optimization.
Inf. Softw. Technol.
Ruchika Malhotra, Megha Khanna
2019 J jnl
Software Change Prediction: A Systematic Review and Future Guidelines.
e Informatica Softw. Eng. J.
Ruchika Malhotra, Megha Khanna
2018 J jnl
An empirical study to evaluate the relationship of object-oriented metrics and change proneness.
Int. Arab J. Inf. Technol.
Ruchika Malhotra, Megha Khanna
2018 J jnl
Particle swarm optimization-based ensemble learning for software change prediction.
Inf. Softw. Technol.
Ruchika Malhotra, Megha Khanna
2018 J jnl
Prediction of change prone classes using evolution-based and object-oriented metrics.
J. Intell. Fuzzy Syst.
Ruchika Malhotra, Megha Khanna
2018 J jnl
Threats to validity in search-based predictive modelling for software engineering.
IET Softw.
Ruchika Malhotra, Megha Khanna
2017 J jnl
An empirical study for software change prediction using imbalanced data.
Empir. Softw. Eng.
Ruchika Malhotra, Megha Khanna
2017 J jnl
An exploratory study for software change prediction in object-oriented systems using hybridized techniques.
Autom. Softw. Eng.
Ruchika Malhotra, Megha Khanna
2017 J jnl
On the application of search-based techniques for software engineering predictive modeling: A systematic review and future directions.
Swarm Evol. Comput.
Ruchika Malhotra, Megha Khanna, Rajeev R. Raje
2017 — conf
Software change prediction using voting particle swarm optimization based ensemble classifier.
GECCO (Companion)
Ruchika Malhotra, Megha Khanna
2016 — conf
Common threats to software quality predictive modeling studies using search-based techniques.
ICACCI
Ruchika Malhotra, Megha Khanna
2015 — conf
Mining the impact of object oriented metrics for change prediction using Machine Learning and Search-based techniques.
ICACCI
Ruchika Malhotra, Megha Khanna
2014 — conf
A new metric for predicting software change using gene expression programming.
WETSoM
Ruchika Malhotra, Megha Khanna
2014 — conf
Analyzing software change in open source projects using Artificial Immune System algorithms.
ICACCI
Ruchika Malhotra, Megha Khanna
2014 — conf
Examining the effectiveness of machine learning algorithms for prediction of change prone classes.
HPCS
Ruchika Malhotra, Megha Khanna
2013 J jnl
Investigation of relationship between object-oriented metrics and change proneness.
Int. J. Mach. Learn. Cybern.
Ruchika Malhotra, Megha Khanna