Ankita Suryavanshi
3 papers in the PaperMetrix corpus
Papers by this author
-
Synergistic Solutions: Federated Learning Meets CNNs in Soybean Disease Classification
2024
Modern agricultural demands call for creative, scalable, and flexible solutions, particularly for the early diagnosis and control of crop diseases. Using a Convolutional Neural Network (CNN) model and federated learning across five clients—O1 to O5—this …
-
Empowering a Violence Prevention with CNN-SVM based Classification
2024
This research study comprehensively investigates the violence categorization using a hybrid Convolutional Neural Network-Support Vector Machine (CNN-SVM) model for five violence classes. We aim to create a model that can precisely and correctly discriminate between …
-
Interpretable Deep Learning for Alzheimer Diseases Classification: Integrating XAI for Trustworthy AI-Assisted Diagnosis
2025
Alzheimer’s Disease (AD) moves progressively through the brain leading to neurodegeneration in millions of individuals across the world. The proper identification of AD subtypes with Normal Cognition (NC), Mild Cognitive Impairment (MCI), Moderate Alzheimer’s (MAD), …