Rajamanickam Yuvaraj - Publications, H-index & Citations

Rajamanickam Yuvaraj

Nanyang Technological University

24H指数

73论文数

2.6K被引数

收录论文 23

发表时间

Reduced functional integration and connectivity in EEG-based functional brain networks during boredom: A graph-theoretical analysis using mutual information 无聊状态下基于EEG的功能脑网络功能整合与连接性降低：一项基于互信息的图论分析

Neuroscience

IF2.8

2026-05-29

PREAI

Rajamanickam Yuvaraj; Thilaga Manickam; Arjun Pulliyasseri; Manezhi Ardra

Using N400 Event-Related Potential to Detect Differences in Design-Mode and Belief-Mode Scaffold Use 利用N400事件相关电位检测设计模式与信念模式支架使用的差异

Brain Sciences

IF2.8

2026-04-10

OAAI

Guangji Yuan; Jumaylha Begum; Rajamanickam Yuvaraj; Chew Lee Teo

EEG-based functional connectivity patterns during boredom in an educational context 基于EEG的功能连接模式在教育背景下的无聊状态期间

Scientific Reports

IF3.9

2025-10-10

OAAI

Rajamanickam Yuvaraj; N. P. Guhan Seshadri; Sampathraman Samyuktha; Jack S. Fogarty; Jun Song Huang; Samuel Tan; Teck Kiong Wong

Classroom activity recognition using hybrid 3D-CNNs and visualization of action features with Grad-CAM 基于混合3D-CNNs的课堂活动识别及利用Grad-CAM进行动作特征可视化

Neurocomputing

IF6.5

2025-10-03

PREAI

Rajamanickam Yuvaraj; Jack S Fogarty; Ratnavel Rajalakshmi; Ritika Sarkar

Automated Recognition of Teacher and Student Activities in the Classroom: A Deep Learning Framework 课堂师生活动的自动识别: 一个深度学习框架

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Yuvaraj, Rajamanickam; Prince, A. Amalin; Murugappan, M.

Automated Multi-Class Seizure-Type Classification System Using EEG Signals and Machine Learning Algorithms 使用EEG信号和机器学习算法的自动多类癫痫发作类型分类系统

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Abirami, S.; Kathiravan, M.; Yuvaraj, Rajamanickam; Menon, Ramshekhar N.; Thomas, John; Karthick, P. A.; Prince, A. Amalin; Ronickom, Jac Fredo Agastinose

Classification of low-functioning and high-functioning autism using task-based EEG signals 使用基于任务的EEG信号对低功能和高功能自闭症进行分类

BIOMEDICAL SIGNAL PROCESSING AND CONTROL

IF4.9

2023-08-01

PREAI

Divya, B.; Udayakumar, N.; Yuvaraj, Rajamanickam; Kavitha, A.

Comprehensive Analysis of Feature Extraction Methods for Emotion Recognition from Multichannel EEG Recordings

SENSORS

IF3.5

2023-01-12

OAAI

Yuvaraj, Rajamanickam; Thagavel, Prasanth; Thomas, John; Fogarty, Jack; Ali, Farhan

A decision support system for automated diagnosis of Parkinson?s disease from EEG using FAWT and entropy features

BIOMEDICAL SIGNAL PROCESSING AND CONTROL

IF4.9

2023-01-01

PREAI

Chawla, Parikha; Rana, Shashi B.; Kaur, Hardeep; Singh, Kuldeep; Yuvaraj, Rajamanickam; Murugappan, M.

Improving automated diagnosis of epilepsy from EEGs beyond IEDs

JOURNAL OF NEURAL ENGINEERING

IF3.8

2022-11-24

OAAI

Thangavel, 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

Investigating the Effects of Microclimate on Physiological Stress and Brain Function with Data Science and Wearables

SUSTAINABILITY

IF3.3

2022-08-29

OAAI

Lim, Kenneth Y. T.; Minh Anh Nguyen Duc; Minh Tuan Nguyen Thien; Yuvaraj, Rajamanickam; Fogarty, Jack S.

EEG-based emotion charting for Parkinson's disease patients using Convolutional Recurrent Neural Networks and cross dataset learning

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2022-05-01

PREAI

Dar, Muhammad Najam; Akram, Muhammad Usman; Yuvaraj, Rajamanickam; Khawaja, Sajid Gul; Murugappan, M.

Assessing attentive monitoring levels in dynamic environments through visual neuro-assisted approach

HELIYON

IF3.6

2022-03-01

OAAI

Li, Yu Fei; Lye, Sun Woh; Rajamanickam, Yuvaraj

Time-Frequency Decomposition of Scalp Electroencephalograms Improves Deep Learning-Based Epilepsy Diagnosis

INTERNATIONAL JOURNAL OF NEURAL SYSTEMS

IF6.4

2021-07-16

OAAI

Thangavel, 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

Automated EEG pathology detection based on different convolutional neural network models: Deep learning approach

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2021-06-01

PREAI

Bajpai, Rishabh; Yuvaraj, Rajamanickam; Prince, A. Amalin

Automated Adult Epilepsy Diagnostic Tool Based on Interictal Scalp Electroencephalogram Characteristics: A Six-Center Study

INTERNATIONAL JOURNAL OF NEURAL SYSTEMS

IF6.4

2021-01-12

OAAI

Thomas, 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

Automated Detection of Interictal Epileptiform Discharges from Scalp Electroencephalograms by Convolutional Neural Networks 通过卷积神经网络自动检测头皮脑电图的发作间期癫痫样放电

INTERNATIONAL JOURNAL OF NEURAL SYSTEMS

IF6.4

2020-08-19

OAAI

Thomas, John; Jin, Jing; Thangavel, Prasanth; Bagheri, Elham; Yuvaraj, Rajamanickam; Dauwels, Justin; Rathakrishnan, Rahul; Halford, Jonathan J.; Cash, Sydney S.; Westover, Brandon

Diagnosis of Parkinson's disease from electroencephalography signals using linear and self-similarity features

EXPERT SYSTEMS

IF2.3

2019-11-13

PREAI

Bhurane, Ankit A.; Dhok, Shivani; Sharma, Manish; Yuvaraj, Rajamanickam; Murugappan, Murugappan; Acharya, U. Rajendra

Bispectral features and mean shift clustering for stress and emotion recognition from natural speech

COMPUTERS & ELECTRICAL ENGINEERING

IF4.9

2017-08-01

PREAI

Yogesh, C. K.; Hariharan, M.; Yuvaraj, R.; Ngadiran, Ruzelita; Adom, A. H.; Yaacob, Sazali; Polat, Kemal