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Rajamanickam Yuvaraj

Nanyang Technological University

24H-index
73Paper Count
2.6KCitation Count
Published Papers 23
Publication Date
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Reduced functional integration and connectivity in EEG-based functional brain networks during boredom: A graph-theoretical analysis using mutual information
errNeuroscience
IF2.8
err2026-05-29
err0
PREAI
errRajamanickam Yuvaraj; Thilaga Manickam; Arjun Pulliyasseri; Manezhi Ardra
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errSave
Using N400 Event-Related Potential to Detect Differences in Design-Mode and Belief-Mode Scaffold Use
errBrain Sciences
IF2.8
err2026-04-10
err0
errOAAI
errGuangji Yuan; Jumaylha Begum; Rajamanickam Yuvaraj; Chew Lee Teo
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errSave
EEG-based functional connectivity patterns during boredom in an educational context
errScientific Reports
IF3.9
err2025-10-10
err0
errOAAI
errRajamanickam Yuvaraj; N. P. Guhan Seshadri; Sampathraman Samyuktha; Jack S. Fogarty; Jun Song Huang; Samuel Tan; Teck Kiong Wong
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errSave
Classroom activity recognition using hybrid 3D-CNNs and visualization of action features with Grad-CAM
errNeurocomputing
IF6.5
err2025-10-03
err0
PREAI
errRajamanickam Yuvaraj; Jack S Fogarty; Ratnavel Rajalakshmi; Ritika Sarkar
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errSave
Automated Recognition of Teacher and Student Activities in the Classroom: A Deep Learning Framework
errIEEE ACCESS
IF3.6
err2024-01-01
err0
errOAAI
errYuvaraj, Rajamanickam; Prince, A. Amalin; Murugappan, M.
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errSave
Automated Multi-Class Seizure-Type Classification System Using EEG Signals and Machine Learning Algorithms
errIEEE ACCESS
IF3.6
err2024-01-01
err0
errOAAI
errAbirami, S.; Kathiravan, M.; Yuvaraj, Rajamanickam; Menon, Ramshekhar N.; Thomas, John; Karthick, P. A.; Prince, A. Amalin; Ronickom, Jac Fredo Agastinose
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errSave
Classification of low-functioning and high-functioning autism using task-based EEG signals
errBIOMEDICAL SIGNAL PROCESSING AND CONTROL
IF4.9
err2023-08-01
err1
PREAI
errDivya, B.; Udayakumar, N.; Yuvaraj, Rajamanickam; Kavitha, A.
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errSave
Comprehensive Analysis of Feature Extraction Methods for Emotion Recognition from Multichannel EEG Recordings
errSENSORS
IF3.5
err2023-01-12
err25
errOAAI
errYuvaraj, Rajamanickam; Thagavel, Prasanth; Thomas, John; Fogarty, Jack; Ali, Farhan
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errSave
A decision support system for automated diagnosis of Parkinson?s disease from EEG using FAWT and entropy features
errBIOMEDICAL SIGNAL PROCESSING AND CONTROL
IF4.9
err2023-01-01
err21
PREAI
errChawla, Parikha; Rana, Shashi B.; Kaur, Hardeep; Singh, Kuldeep; Yuvaraj, Rajamanickam; Murugappan, M.
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errSave
Improving automated diagnosis of epilepsy from EEGs beyond IEDs
errJOURNAL OF NEURAL ENGINEERING
IF3.8
err2022-11-24
err10
errOAAI
errThangavel, Prasanth; Thomas, John; Sinha, Nishant; Peh, Wei Yan; Yuvaraj, Rajamanickam; Cash, Sydney S.; Chaudhari, Rima; Karia, Sagar; Jing, Jin; Rathakrishnan, Rahul; Saini, Vinay; Shah, Nilesh; Srivastava, Rohit; Tan, Yee-Leng; Westover, Brandon; Dauwels, Justin
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errSave
Investigating the Effects of Microclimate on Physiological Stress and Brain Function with Data Science and Wearables
errSUSTAINABILITY
IF3.3
err2022-08-29
err2
errOAAI
errLim, Kenneth Y. T.; Minh Anh Nguyen Duc; Minh Tuan Nguyen Thien; Yuvaraj, Rajamanickam; Fogarty, Jack S.
errShare
errSave
EEG-based emotion charting for Parkinson's disease patients using Convolutional Recurrent Neural Networks and cross dataset learning
errCOMPUTERS IN BIOLOGY AND MEDICINE
IF6.3
err2022-05-01
err33
PREAI
errDar, Muhammad Najam; Akram, Muhammad Usman; Yuvaraj, Rajamanickam; Khawaja, Sajid Gul; Murugappan, M.
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errSave
Assessing attentive monitoring levels in dynamic environments through visual neuro-assisted approach
errHELIYON
IF3.6
err2022-03-01
err5
errOAAI
errLi, Yu Fei; Lye, Sun Woh; Rajamanickam, Yuvaraj
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errSave
Time-Frequency Decomposition of Scalp Electroencephalograms Improves Deep Learning-Based Epilepsy Diagnosis
errINTERNATIONAL JOURNAL OF NEURAL SYSTEMS
IF6.4
err2021-07-16
err22
errOAAI
errThangavel, Prasanth; Thomas, John; Peh, Wei Yan; Jing, Jin; Yuvaraj, Rajamanickam; Cash, Sydney S.; Chaudhari, Rima; Karia, Sagar; Rathakrishnan, Rahul; Saini, Vinay; Shah, Nilesh; Srivastava, Rohit; Tan, Yee-Leng; Westover, Brandon; Dauwels, Justin
errShare
errSave
Automated EEG pathology detection based on different convolutional neural network models: Deep learning approach
errCOMPUTERS IN BIOLOGY AND MEDICINE
IF6.3
err2021-06-01
err19
PREAI
errBajpai, Rishabh; Yuvaraj, Rajamanickam; Prince, A. Amalin
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errSave
Automated Adult Epilepsy Diagnostic Tool Based on Interictal Scalp Electroencephalogram Characteristics: A Six-Center Study
errINTERNATIONAL JOURNAL OF NEURAL SYSTEMS
IF6.4
err2021-01-12
err31
errOAAI
errThomas, John; Thangavel, Prasanth; Peh, Wei Yan; Jing, Jin; Yuvaraj, Rajamanickam; Cash, Sydney S.; Chaudhari, Rima; Karia, Sagar; Rathakrishnan, Rahul; Saini, Vinay; Shah, Nilesh; Srivastava, Rohit; Tan, Yee-Leng; Westover, Brandon; Dauwels, Justin
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errSave
Automated Detection of Interictal Epileptiform Discharges from Scalp Electroencephalograms by Convolutional Neural Networks
errINTERNATIONAL JOURNAL OF NEURAL SYSTEMS
IF6.4
err2020-08-19
err57
errOAAI
errThomas, John; Jin, Jing; Thangavel, Prasanth; Bagheri, Elham; Yuvaraj, Rajamanickam; Dauwels, Justin; Rathakrishnan, Rahul; Halford, Jonathan J.; Cash, Sydney S.; Westover, Brandon
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errSave
Diagnosis of Parkinson's disease from electroencephalography signals using linear and self-similarity features
errEXPERT SYSTEMS
IF2.3
err2019-11-13
err26
PREAI
errBhurane, Ankit A.; Dhok, Shivani; Sharma, Manish; Yuvaraj, Rajamanickam; Murugappan, Murugappan; Acharya, U. Rajendra
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errSave
Bispectral features and mean shift clustering for stress and emotion recognition from natural speech
errCOMPUTERS & ELECTRICAL ENGINEERING
IF4.9
err2017-08-01
err17
PREAI
errYogesh, C. K.; Hariharan, M.; Yuvaraj, R.; Ngadiran, Ruzelita; Adom, A. H.; Yaacob, Sazali; Polat, Kemal
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errSave
Implementation of wavelet packet transform and non linear analysis for emotion classification in stroke patient using brain signals
errBIOMEDICAL SIGNAL PROCESSING AND CONTROL
IF4.9
err2017-07-01
err47
PREAI
errBong, Siao Zheng; Wan, Khairunizam; Murugappan, M.; Ibrahim, Norlinah Mohamed; Rajamanickam, Yuvaraj; Mohamad, Khairiyah
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
U
U. Rajendra Acharya
H-index: 146 · Papers: 1.1K
S
Sydney S. Cash
H-index: 81 · Papers: 506
K
Kemal Polat
H-index: 56 · Papers: 317
R
Rohit Srivastava
H-index: 47 · Papers: 337
J
Justin Dauwels
H-index: 47 · Papers: 425
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