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Somya Rakesh Goyal
Somya Rakesh Goyal
Other namesSRG - Top 2% Scientists over the World-Stanford University (Elsevier) 2023
GURU JAMBHESHWAR UNIVERSITY OF SCIENCE & TECHNOLOGY, HISAR, INDIA
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Cited by
Year
Handling class-imbalance with KNN (neighbourhood) under-sampling for software defect prediction
S Goyal
Artificial Intelligence Review 55 (3), 2023-2064, 2022
1022022
Effective software defect prediction using support vector machines (SVMs)
S Goyal
International Journal of System Assurance Engineering and Management 13 (2 …, 2022
512022
Comparison of Machine Learning Techniques for Software Quality Prediction
S Goyal, P Bhatia
International Journal of Knowledge and Systems Science (IJKSS) 11 (2), 20-40, 2020
482020
Heterogeneous stacked ensemble classifier for software defect prediction
S Goyal
2020 sixth international conference on parallel, distributed and grid …, 2020
472020
Machine learning application to improve COCOMO model using neural networks
S Goyal, A Parashar
International Journal of Information Technology and Computer Science (IJITCS …, 2018
362018
A non-linear technique for effective software effort estimation using multi-layer perceptrons
S Goyal, PK Bhatia
2019 International Conference on Machine Learning, Big Data, Cloud and …, 2019
332019
Feature selection technique for effective software effort estimation using multi-layer perceptrons
S Goyal, PK Bhatia
Proceedings of ICETIT 2019: Emerging Trends in Information Technology, 183-194, 2020
292020
Predicting the defects using stacked ensemble learner with filtered dataset
S Goyal
Automated Software Engineering 28 (2), 14, 2021
252021
Software fault prediction using lion optimization algorithm
S Goyal, PK Bhatia
International Journal of Information Technology 13, 2185-2190, 2021
222021
Push recovery for humanoid robot in dynamic environment and classifying the data using K-mean
A Parashar, A Parashar, S Goyal, B Sahjalan
Proceedings of the Second International Conference on Information and …, 2016
182016
FOFS: firefly optimization for feature selection to predict fault-prone software modules
S Goyal
Data Engineering for Smart Systems: Proceedings of SSIC 2021, 479-487, 2022
172022
GA based dimensionality reduction for effective software effort estimation using ANN
S Goyal, PK Bhatia
Adv Appl Math Sci 18 (8), 637-649, 2019
162019
Genetic evolution-based feature selection for software defect prediction using SVMs
S Goyal
Journal of Circuits, Systems and Computers 31 (11), 2250161, 2022
142022
3PcGE: 3-parent child-based genetic evolution for software defect prediction
S Goyal
Innovations in Systems and Software Engineering 19 (2), 197-216, 2023
132023
Empirical software measurements with machine learning
S Goyal, PK Bhatia
Computational intelligence techniques and their applications to software …, 2020
132020
Effective software effort estimation using heterogenous stacked ensemble
S Goyal
2022 IEEE International Conference on Signal Processing, Informatics …, 2022
112022
Software fault prediction using evolving populations with mathematical diversification
S Goyal
Soft Computing 26 (24), 13999-14020, 2022
92022
Predicting the heart disease using machine learning techniques
S Goyal
ICT Analysis and Applications: Proceedings of ICT4SD 2022, 191-199, 2022
92022
Intelligent traffic management system using industry 4.0
A Panwar, S Bafna, A Raghav, S Goyal
Advances in Micro-Electronics, Embedded Systems and IoT: Proceedings of …, 2022
92022
Software Quality Prediction Using Machine Learning Techniques
S Goyal, PK Bhatia
Innovations in Computational Intelligence and Computer Vision 1189, 551-560, 2020
92020
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