Concepedia

Somya Goyal

SG

17

Publications

584

Citations

14

H-Index

2016

Active since

Affiliations

Manipal University Jaipur(Current)

Guru Jambheshwar University of Science and Technology

Indian Institute of Management Rohtak

Somya Goyal is an author at Manipal University Jaipur specializing in engineering, computer science, and software engineering.

Top concepts

EngineeringComputer ScienceSoftware TestingSoftware AnalysisSoftware EngineeringSoftware MaintenanceData SciencePredictive AnalyticsData MiningMachine Learning

Publications per year

2016–2024

17

Publications

17

Handling Class-Imbalance with KNN (Neighbourhood) Under-Sampling for Software Defect Prediction

Somya Goyal · Artificial Intelligence Review · 2021 · 156 citations

Software Maintenance, Software Defect Prediction, Software Quality +12

Effective software defect prediction using support vector machines (SVMs)

Somya Goyal · International Journal of Systems Assurance Engineering and Management · 2021 · 70 citations

Software Maintenance, Support Vector Machine, Reliability Engineering +13

Comparison of Machine Learning Techniques for Software Quality Prediction

Somya Goyal, Pradeep Kumar Bhatia · International Journal of Knowledge and Systems Science · 2020 · 47 citations

Software Maintenance, Software Reliability Testing, Engineering +23

Predicting the Defects using Stacked Ensemble Learner with Filtered Dataset

Somya Goyal · Automated Software Engineering · 2021 · 42 citations

Engineering, Machine Learning, Data Science +13

A Non-Linear Technique for Effective Software Effort Estimation using Multi-Layer Perceptrons

Somya Goyal, Pradeep Kumar Bhatia · 2019 · 28 citations

Software Maintenance, Engineering, Machine Learning +26

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