E. A. Gopalakrishnan

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 20

Top Topics

Stock Price Prediction

Atrial Fibrillation

Convolutional Neural Networks

Top Venues

Circuits Syst. Signal Process.

Eng. Appl. Artif. Intell.

Publications

Iswarya Kannoth Veetil, Divi Eswar Chowdary, Paleti Nikhil Chowdary, V. Sowmya, E. A. Gopalakrishnan
An analysis of data leakage and generalizability in MRI based classification of Parkinson's Disease using explainable 2D Convolutional Neural Networks. Digit. Signal Process. 147 (2024)
K. Deepa Raj, G. Jyothish Lal, E. A. Gopalakrishnan, V. Sowmya, Juan Rafael Orozco-Arroyave
A Visibility Graph Approach for Multi-Stage Classification of Parkinson's Disease Using Multimodal Data. IEEE Access 12 (2024)
S. Akshay, E. A. Gopalakrishnan, Sowmya Vishvanathan, J. Venkatramani, Dheeraj Tripathi, Jay Shankar Prasad, Sirshendu Mondal
Open Set Domain Adaptation for Classification of Dynamical States in Nonlinear Fluid Dynamical Systems. IEEE Access 12 (2024)
Iswarya Kannoth Veetil, V. Sowmya, Juan Rafael Orozco-Arroyave, E. A. Gopalakrishnan
Robust language independent voice data driven Parkinson's disease detection. Eng. Appl. Artif. Intell. 129 (2024)
Mredulraj S. Pandianchery, V. Sowmya, E. A. Gopalakrishnan, Vinayakumar Ravi, K. P. Soman
Centralized CNN-GRU Model by Federated Learning for COVID-19 Prediction in India. IEEE Trans. Comput. Soc. Syst. 11 (1) (2024)
Paleti Nikhil Chowdary, Sathvika P, Pranav U, Rohan S, V. Sowmya, E. A. Gopalakrishnan, Dhanya M
Unleashing the Power of Dynamic Mode Decomposition and Deep Learning for Rainfall Prediction in North-East India. CoRR (2023)
J. Arun Prakash, CR Asswin, K. S. Dharshan Kumar, Avinash Dora, Vinayakumar Ravi, V. Sowmya, E. A. Gopalakrishnan, Soman K. P.
Transfer learning approach for pediatric pneumonia diagnosis using channel attention deep CNN architectures. Eng. Appl. Artif. Intell. 123 (Part B) (2023)
Ganeshkumar M., Vinayakumar Ravi, V. Sowmya, E. A. Gopalakrishnan, K. P. Soman, M. Rupeshkumar
Two-stage deep learning model for automate detection and classification of lung diseases. Soft Comput. 27 (21) (2023)
G. Jyothish Lal, E. A. Gopalakrishnan, D. Govind
A Recurrence Network Approach for Characterization and Detection of Dynamical Transitions During Human Speech Production. Circuits Syst. Signal Process. 41 (12) (2022)
Hari Theivaprakasham, S. Darshana, Vinayakumar Ravi, V. Sowmya, E. A. Gopalakrishnan, K. P. Soman
Odonata identification using Customized Convolutional Neural Networks. Expert Syst. Appl. 206 (2022)
Priyanga V. T, Sanjanasri J. P., Vijay Krishna Menon, E. A. Gopalakrishnan, K. P. Soman
Exploring fake news identification using word and sentence embeddings. J. Intell. Fuzzy Syst. 41 (5) (2021)
Sanjana K., V. Sowmya, E. A. Gopalakrishnan, K. P. Soman
Performance Improvement of Deep Residual Skip Convolution Neural Network for Atrial Fibrillation Classification. FICTA (1) (2020)
M. T. Vyshnav, V. Sowmya, E. A. Gopalakrishnan, V. V. Sajith Variyar, Vijay Krishna Menon, K. P. Soman
Deep Learning Based Approach for Multiple Myeloma Detection. ICCCNT (2020)
Ramji Balasubramanian, V. Sowmya, E. A. Gopalakrishnan, Vijay Krishna Menon, V. V. Sajith Variyar, K. P. Soman
Analysis of Adversarial based Augmentation for Diabetic Retinopathy Disease Grading. ICCCNT (2020)
G. Jyothish Lal, E. A. Gopalakrishnan, D. Govind
Glottal Activity Detection from the Speech Signal Using Multifractal Analysis. Circuits Syst. Signal Process. 39 (4) (2020)
G. Jyothish Lal, E. A. Gopalakrishnan, D. Govind
Accurate Estimation of Glottal Closure Instants and Glottal Opening Instants from Electroglottographic Signal Using Variational Mode Decomposition. Circuits Syst. Signal Process. 37 (2) (2018)
G. Jyothish Lal, E. A. Gopalakrishnan, D. Govind
Epoch Estimation from Emotional Speech Signals Using Variational Mode Decomposition. Circuits Syst. Signal Process. 37 (8) (2018)
Deepthi Praveenlal Kuttichira, E. A. Gopalakrishnan, Vijay Krishna Menon, K. P. Soman
Stock price prediction using dynamic mode decomposition. ICACCI (2017)
Sreelekshmy Selvin, R. Vinayakumar, E. A. Gopalakrishnan, Vijay Krishna Menon, K. P. Soman
Stock price prediction using LSTM, RNN and CNN-sliding window model. ICACCI (2017)
Rohit Mohan, E. A. Gopalakrishnan, K. P. Soman
Classification of states of bi-stable oscillator using deep learning. ICACCI (2017)