S. Sowmya Kamath

Stacking Deep learning and Machine learning models for short-term energy consumption forecasting

Sujan Reddy A, S. Akashdeep, R. Harshvardhan et al. · Advanced Engineering Informatics · 2022 · 65 citations

Forecasting Methodology, Energy Modeling, Machine Learning +10

A novel GA-ELM model for patient-specific mortality prediction over large-scale lab event data

Gokul Krishnan, S. Sowmya Kamath · Applied Soft Computing · 2019 · 63 citations

Novel Ga-elm Model, Predictive Analytics, Prognosis +8

A deep neural network model for content-based medical image retrieval with multi-view classification

K. Karthik, S. Sowmya Kamath · The Visual Computer · 2020 · 63 citations

Image Analysis, Machine Learning, Medical Imaging +13

An empirical study of preprocessing techniques with convolutional neural networks for accurate detection of chronic ocular diseases using fundus images

Veena Mayya, S. Sowmya Kamath, Uma Kulkarni et al. · Applied Intelligence · 2022 · 62 citations · Full text

Content-based medical image retrieval system for lung diseases using deep CNNs

Shubham Agrawal, Aastha Chowdhary, Saurabh Agarwala et al. · International Journal of Information Technology · 2022 · 57 citations · Full text

Image Analysis, Engineering, Medical Imaging +12