Saraswathi Meena R.

|Saraswathi R - Contributing Author|-

Publications

Deep Learning Advancements in Malaria Diagnosis: A PyTorch-Based Ensemble Approach for Image Classification
Deep Learning Advancements in Malaria Diagnosis: A PyTorch-Based Ensemble Approach for Image Classification
Saravana Kumar, Saraswathi Meena R., Hirthick S., Surya Devi B.. © 2024. 25 pages.
The authors introduce a robust convolutional neural network (CNN) model for malaria-infected cell identification, achieving over 96.5% test accuracy using PyTorch and GPU...
Time Series Analysis and Forecasting: Unveiling Patterns and Enhancing Predictions for Pharmaceutical Sales
Time Series Analysis and Forecasting: Unveiling Patterns and Enhancing Predictions for Pharmaceutical Sales
Saravana Kumar M., Saraswathi Meena R., Narmadha R., Tejaswini P. K.. © 2024. 40 pages.
This chapter investigates improving sales forecasting accuracy in the pharmaceutical sector, especially at individual pharmacies. It compares modern time-series techniques with...