Aruna Devi

11 papers Journal 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
Automated stress detection with explainable-AI transformer TabNet technique and physiological signals.
Biomed. Signal Process. Control.
S. Janifer Jabin Jui, Ravinesh C. Deo, Rajendra Acharya, Prabal Datta Barua, Jeffrey Soar, Aruna Devi
2026 J jnl
Explainable stress detection system using hybrid CNN-Transformer and uncertainty quantification with copula GAN-based data.
Biomed. Signal Process. Control.
S. Janifer Jabin Jui, Ravinesh C. Deo, Rajendra Acharya, Prabal Datta Barua, Jeffrey Soar, Aruna Devi
2026 J jnl
Graph empirical mode decomposition and multiscale feature extraction for EEG-based classification of Alzheimer's disease and frontotemporal dementia.
Comput. Methods Programs Biomed.
Madhav R. Acharya, Ravinesh C. Deo, Prabal Datta Barua, Aruna Devi, Xiaohui Tao
2025 J jnl
A systematic review for artificial intelligence-driven assistive technologies to support children with neurodevelopmental disorders.
Inf. Fusion
Alen Shahini, Aditya Prabhakara Kamath, Ekta Sharma, Massimo Salvi, Ru-San Tan, Siuly Siuly, Silvia Seoni, Rahul Ganguly, Aruna Devi, Ravinesh C. Deo, Prabal Datta Barua, U. Rajendra Acharya
2025 J jnl
Deep learning techniques for automated Alzheimer's and mild cognitive impairment disease using EEG signals: A comprehensive review of the last decade (2013 - 2024).
Comput. Methods Programs Biomed.
Madhav R. Acharya, Ravinesh C. Deo, Xiaohui Tao, Prabal Datta Barua, Aruna Devi, Anirudh Atmakuru, Ru-San Tan
2025 J jnl
EEGConvNeXt: A novel convolutional neural network model for automated detection of Alzheimer's Disease and Frontotemporal Dementia using EEG signals.
Comput. Methods Programs Biomed.
Madhav R. Acharya, Ravinesh C. Deo, Prabal Datta Barua, Aruna Devi, Xiaohui Tao
2024 J jnl
DSWIN: Automated hunger detection model based on hand-crafted decomposed shifted windows architecture using EEG signals.
Knowl. Based Syst.
Serkan Kirik, Irem Tasci, Prabal Datta Barua, Arif Metehan Yildiz, Tugce Keles, Mehmet Baygin, Ilknur Tuncer, Sengul Dogan, Turker Tuncer, Aruna Devi, Ru-San Tan, U. Rajendra Acharya
2024 J jnl
Explainable artificial intelligence-machine learning models to estimate overall scores in tertiary preparatory general science course.
Comput. Educ. Artif. Intell.
Sujan Ghimire, Shahab A. Abdulla, Lionel P. Joseph, Salvin Prasad, Angela Murphy, Aruna Devi, Prabal Datta Barua, Ravinesh C. Deo, Udyavara Rajendra Acharya, Zaher Mundher Yaseen
2023 J jnl
Application of Entropy for Automated Detection of Neurological Disorders With Electroencephalogram Signals: A Review of the Last Decade (2012-2022).
IEEE Access
S. Janifer Jabin Jui, Ravinesh C. Deo, Prabal Datta Barua, Aruna Devi, Jeffrey Soar, U. Rajendra Acharya
2023 J jnl
Brain tumor detection and screening using artificial intelligence techniques: Current trends and future perspectives.
Comput. Biol. Medicine
U. Raghavendra, Anjan Gudigar, Aritra Paul, T. S. Goutham, Mahesh Anil Inamdar, Ajay Hegde, Aruna Devi, Chui Ping Ooi, Ravinesh C. Deo, Prabal Datta Barua, Filippo Molinari, Edward J. Ciaccio, U. Rajendra Acharya
2022 J jnl
Student Performance Predictions for Advanced Engineering Mathematics Course With New Multivariate Copula Models.
IEEE Access
Thong Nguyen-Huy, Ravinesh C. Deo, Shahjahan Khan, Aruna Devi, Adewuyi Ayodele Adeyinka, Armando A. Apan, Zaher Mundher Yaseen