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Sai Krishna Gunda

Comparative Analysis of Machine Learning Models for Software Defect Prediction
2024 · Sai Krishna Gunda · International Conference on Power, Energy, Control and Transmission Systems (ICPECTS) · 62
Analyzing Machine Learning Techniques for Software Defect Prediction: A Comprehensive Performance Comparison
2024 · Sai Krishna Gunda · Asian Conference on Intelligent Technologies (ACOIT) · 49
The Future of Software Development and the Expanding Role of ML Models
2023 · Sai Krishna Gunda · International Journal of Emerging Research in Engineering and Technology · 45
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Fault Prediction Unveiled: Analyzing the Effectiveness of RandomForest, LogisticRegression, and KNeighbors
2024 · Sai Krishna Gunda · International Conference on Self Sustainable Artificial Intelligence Systems (ICSSAS) · 40
Accelerating Scientific Discovery With Machine Learning and HPC-Based Simulations
2024 · Sai Krishna Gunda · Advances in systems analysis, software engineering, and high performance computing book series · 32
Automatic Software Vulnerabilty Detection Using Code Metrics and Feature Extraction
2025 · Sai Krishna Gunda · International Conference on Multidisciplinary Research and Innovations in Engineering (MRIE) · 31
Enhancing Software Fault Prediction with Machine Learning: A Comparative Study on the PC1 Dataset
2024 · Sai Krishna Gunda · Global Conference on Communications and Information Technologies (GCCIT) · 30
Software Defect Prediction Using Advanced Ensemble Techniques: A Focus on Boosting and Voting Method
2024 · Sai Krishna Gunda · International Conference on Electronic Systems and Intelligent Computing (ICESIC) · 29
A Deep Dive into Software Fault Prediction: Evaluating CNN and RNN Models
2024 · Sai Krishna Gunda · International Conference on Electronic Systems and Intelligent Computing (ICESIC) · 26
Machine Learning Approaches for Software Fault Diagnosis: Evaluating Decision Tree and KNN Models
2024 · Sai Krishna Gunda · Global Conference on Communications and Information Technologies (GCCIT) · 16
Scalable and Adaptive Machine Learning Models for Early Software Fault Prediction in Agile Development: Enhancing Software Reliability and Sprint Planning Efficiency
2025 · Sai Krishna Gunda · International Journal of Apllied Mathematics · 14
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An exploration of adaptive ensemble approaches in software fault detection: Balancing accuracy and robustness
2026 · Sai Krishna Gunda · AIP conference proceedings · 11
Advancing software fault detection: A comparative study of neural network architectures
2026 · Sai Krishna Gunda · AIP conference proceedings · 8
AI-Driven Decision Intelligence Architecture for Strategic Optimization of Grant Funding Outcomes in Mission-Driven Organizations: A Decision Science Perspective
2026 · Sai Krishna Gunda · Journal of Decision Science and Optimization · 1
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Counterfactual World Models for Software Defect Prediction: Long-Horizon Planning and Decision Quality
2026 · Rakesh Reddy Thalakanti, Sai Santosh Goud Bandari, et al.
A Novel Method to Measure Software Reliability by Integrating Particle Swarm and Improved Bayesian Growth Model
2026 · Sai Krishna Gunda · International Conference on Computational Intelligence Systems and Devices (ICCISD)
Privacy-Preserving Software Defect Prediction Using Federated Learning with Class-Imbalance Optimization
2026 · Sai Krishna Gunda · International Conference on Electronic Systems and Intelligent Computing (ICESIC)
Improving Software Defect Detection Using a Cascade Deep Learning Model
2026 · Sai Krishna Gunda, S. Ravikumar · Information systems engineering and management
Optimizing Machine Learning Classifiers for Software Defect Prediction Using GridSearchCV
2025 · Sai Krishna Gunda, S Ravi Kumar · International Conference on NexGen Networks and Cybernetics (IC2NC)
Development of Cranium Using Mimics and Rapid Prototyping Using ANSYS
2015 · Sadhasivam C, Sai Krishna Gunda · International Journal of Scientific Engineering and Research
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Works count: 20
Citation count: 394
H-index: 11
I10-index: 12
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