Malliga Subramanian

Forest fire and smoke detection using deep learning-based learning without forgetting

V E Sathishkumar, Jaehyuk Cho, Malliga Subramanian et al. · Fire Ecology · 2023 · 218 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Forest Fire +24

On fine-tuning deep learning models using transfer learning and hyper-parameters optimization for disease identification in maize leaves

Malliga Subramanian, Kogilavani Shanmugavadivel, P Nandhini · Neural Computing and Applications · 2022 · 123 citations

Disease Identification, Convolutional Neural Network, Engineering +9

Hyperparameter Optimization for Transfer Learning of VGG16 for Disease Identification in Corn Leaves Using Bayesian Optimization

Malliga Subramanian, L V Narasimha Prasad, B. Janakiramaiah et al. · Big Data · 2021 · 72 citations

Convolutional Neural Network, Precision Agriculture, Corn Leaf Images +22

A survey on hate speech detection and sentiment analysis using machine learning and deep learning models

Malliga Subramanian, Veerappampalayam Easwaramoorthy Sathiskumar, G. Deepalakshmi et al. · Alexandria Engineering Journal · 2023 · 71 citations · Full text

Abuse Detection, Engineering, Machine Learning +16

Diagnosis of Retinal Diseases Based on Bayesian Optimization Deep Learning Network Using Optical Coherence Tomography Images

Malliga Subramanian, Sandeep Kumar Mathivanan, V E Sathishkumar et al. · Computational Intelligence and Neuroscience · 2022 · 65 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +22