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Soni Singh

Atherosclerotic plaque classification in carotid ultrasound images using machine learning and explainable deep learning
2023 · Soni Singh, Pankaj K. Jain, et al. · Intelligent Medicine · 37
Machine Learning Techniques and Implementation of Different ML Algorithms
2021 · Soni Singh, K R Ramkumar, et al. · Global Conference for Advancement in Technology (GCAT) · 34
Pandemic Outbreak Prediction using Optimization-based Machine Learning Model
2023 · Soni Singh, Sonam Mittal · International Conference on Advances in Computing, Communication, Embedded and Secure Systems (ACCESS) · 21
Analysis and Forecasting of COVID-19 Pandemic Using ARIMA Model
2023 · Soni Singh, Sonam Mittal, et al. · International Conference on Advances in Computing, Communication, Embedded and Secure Systems (ACCESS) · 13
Analysis and Implementation of Microsoft Azure Machine Learning Studio Services with Respect to Machine Learning Algorithms
2023 · Soni Singh, K. R. Ramkumar, et al. · Lecture notes in electrical engineering · 6
Significance of Machine Learning Algorithms to Predict the Growth and Trend of COVID-19 Pandemic
2022 · Soni Singh, K.R. Ramkumar, et al. · ECS Transactions · 6
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Machine learning approach for data analysis and predicting coronavirus using COVID-19 India dataset
2023 · Soni Singh, K.R. Ramkumar, et al. · International Journal of Business Intelligence and Data Mining · 4
Deep adaptive CHIONet: designing novel herd immunity prediction of COVID-19 pandemic using hybrid RNN with LSTM
2023 · Soni Singh, K. R. Ramkumar, et al. · Multimedia Tools and Applications · 4
Data Analytics over Encrypted Data from Fully Homomorphic Encryption
2023 · Sonam Mittal, Soni Singh · 4
Early Intervention for Pneumonia: A Deep Learning-Driven Approach
2024 · Soni Singh, Mamta Sharma, et al. · Asian Conference on Innovation in Technology (ASIANCON) · 3
Security of internet of things based on cryptographic algorithm
2024 · Sonam Mittal, Soni Singh, et al. · International Journal of Electronic Security and Digital Forensics · 3
Deep Learning-Based Medical Image Classification Segmented with Particle Swarm Optimization Technique
2023 · Soni Singh, Pankaj Kumar Jain, et al. · OITS International Conference on Information Technology (OCIT) · 3
Detecting Alzheimer’s Disease (AD) Using Machine Learning Algorithms
2024 · Aayushi Saxena, Arpita, et al. · Asian Conference on Innovation in Technology (ASIANCON) · 2
Deep Learning Based CNN Model for Classification and Prediction of Leaf Diseases
2024 · Soni Singh, Srijan Panda, et al. · Lecture notes in networks and systems · 2
Role of Capsule Network Model in Brain Tumor Analysis and Detection: A Review
2025 · Mamta Sharma, Soni Singh, et al. · Lecture notes in networks and systems · 1
A Review of Deep Learning Models for Brain Tumor Prediction Using MRI Images
2024 · Mamta Sharma, Sunita Beniwal, et al. · 1
Retrospective Study on Classical Homomorphic Encryption Algorithms
2023 · Sonam Mittal, Soni Singh · International Conference on IoT, Communication and Automation Technology (ICICAT) · 1
Pandemic outbreak prediction with an enhanced parameter optimisation algorithm using machine learning models
2023 · Soni Singh, K.R. Ramkumar, et al. · International Journal of Electronic Security and Digital Forensics · 1
Exploring Consumer Behavior Through Neuromarketing Insights
2025 · Soni Singh · ASET Journal of Management Science
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Modelling and Predicting the Spread of Epidemic Outbreak using Machine Learning Model
2025 · Vaitheeshwari S, Glory Prasanth K, et al. · International Journal of Information and Decision Sciences
Atherosclerotic Plaque Segmentation Using Modified UNet with Hybrid Pooling Layers
2023 · Mausumi Pohit, Neeraj Sharma, et al. · International Journal of Biomedical Engineering and Technology
Pandemic Outbreak Prediction with An Enhanced Parameter Optimization Algorithm using Machine Learning Models
2022 · Ashima Kukkar, Dr.K.R.Ramkumar Kumar, et al. · International Journal of Electronic Security and Digital Forensics
Machine Learning approach for Data Analysis and Predicting Coronavirus Using COVID -19 India Dataset
2022 · Soni Singh, Dr.K.R.Ramkumar Kumar, et al. · International Journal of Business Intelligence and Data Mining
Works count: 24
Citation count: 152
H-index: 6
I10-index: 4
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