Ramanathan Subramanian

Ramanathan Subramanian

University of Canberra

H-index: 29

Oceania-Australia

About Ramanathan Subramanian

Ramanathan Subramanian, With an exceptional h-index of 29 and a recent h-index of 21 (since 2020), a distinguished researcher at University of Canberra, specializes in the field of Perception and Behavior, Intelligent user interfaces, Data Science, Explainable Machine Learning, VR for Health.

His recent articles reflect a diverse array of research interests and contributions to the field:

Mood as a Contextual Cue for Improved Emotion Inference

MARS: A Multi-view Contrastive Approach to Human Activity Recognition from Accelerometer Sensor

EEG-based Cognitive Load Estimation of Acoustic Parameters for Data Sonification

Interpretability of Fake News Detection Model

Examining Subject-Dependent and Subject-Independent Human Affect Inference from Limited Video Data

A Virtual Reality Game to Improve Physical and Cognitive Acuity

MAGIC-TBR: Multiview Attention Fusion for Transformer-based Bodily Behavior Recognition in Group Settings

Affective computational advertising based on perceptual metrics

Ramanathan Subramanian Information

University

Position

Associate Professor

Citations(all)

3793

Citations(since 2020)

2173

Cited By

2346

hIndex(all)

29

hIndex(since 2020)

21

i10Index(all)

55

i10Index(since 2020)

40

Email

University Profile Page

University of Canberra

Google Scholar

View Google Scholar Profile

Ramanathan Subramanian Skills & Research Interests

Perception and Behavior

Intelligent user interfaces

Data Science

Explainable Machine Learning

VR for Health

Top articles of Ramanathan Subramanian

Title

Journal

Author(s)

Publication Date

Mood as a Contextual Cue for Improved Emotion Inference

arXiv preprint arXiv:2402.08413

Soujanya Narayana

Ibrahim Radwan

Ramanathan Subramanian

Roland Goecke

2024/2/13

MARS: A Multi-view Contrastive Approach to Human Activity Recognition from Accelerometer Sensor

IEEE Sensors Letters

Gulshan Sharma

Abhinav Dhall

Ramanathan Subramanian

2024/1/24

EEG-based Cognitive Load Estimation of Acoustic Parameters for Data Sonification

arXiv preprint arXiv:2401.08164

Gulshan Sharma

Surbhi Madan

Maneesh Bilalpur

Abhinav Dhall

Ramanathan Subramanian

2024/1/16

Interpretability of Fake News Detection Model

Authorea Preprints

Likhitha Pulluru

Laxmi Shravani Mamidala

Ramanathan Subramanian

Abhinav Dhall

2024/4/24

Examining Subject-Dependent and Subject-Independent Human Affect Inference from Limited Video Data

Ravikiran Parameshwara

Ibrahim Radwan

Ramanathan Subramanian

Roland Goecke

2023/1/5

A Virtual Reality Game to Improve Physical and Cognitive Acuity

arXiv preprint arXiv:2308.01492

Blooma John

Ramanathan Subramanian

Jayan Chirayath Kurian

2023/8/3

MAGIC-TBR: Multiview Attention Fusion for Transformer-based Bodily Behavior Recognition in Group Settings

Surbhi Madan

Rishabh Jain

Gulshan Sharma

Ramanathan Subramanian

Abhinav Dhall

2023/10/26

Affective computational advertising based on perceptual metrics

Soujanya Narayana

Shweta Jain

Harish Katti

Roland Goecke

Ramanathan Subramanian

2023/8/1

Efficient Labelling of Affective Video Datasets via Few-Shot & Multi-Task Contrastive Learning

Ravikiran Parameshwara

Ibrahim Radwan

Akshay Asthana

Iman Abbasnejad

Ramanathan Subramanian

...

2023/10/26

Focus on Change: Mood Prediction by Learning Emotion Changes via Spatio-Temporal Attention

arXiv preprint arXiv:2303.06632

Soujanya Narayana

Ramanathan Subramanian

Ibrahim Radwan

Roland Goecke

2023/3/12

Explainable Depression Detection via Head Motion Patterns

Monika Gahalawat

Raul Fernandez Rojas

Tanaya Guha

Ramanathan Subramanian

Roland Goecke

2023/10/9

Examining the Influence of Personality and Multimodal Behavior on Hireability Impressions

Harshit Malik

Hersh Dhillon

Ravikiran Parameshwara

Roland Goecke

Ramanathan Subramanian

2023/12/15

Explainable Human-centered Traits from Head Motion and Facial Expression Dynamics

arXiv preprint arXiv:2302.09817

Surbhi Madan

Monika Gahalawat

Tanaya Guha

Roland Goecke

Ramanathan Subramanian

2023/2/20

Hierarchical Autoencoder Frequency Features for Stress Detection

IEEE Access

Radhika Kuttala

Ramanathan Subramanian

Venkata Ramana Murthy Oruganti

2023/9/18

Design and Evaluation of a Virtual Reality Game to Improve Physical and Cognitive Acuity: VHB-A Virtual Reality Game to Improve Physical and Cognitive Acuity

Blooma John

Ramanathan Subramanian

Jayan Kurian

2023/12/8

Multimodal Hierarchical CNN Feature Fusion for Stress Detection

IEEE Access

Radhika Kuttala

Ramanathan Subramanian

Venkata Ramana Murthy Oruganti

2023/1/16

A weakly supervised approach to emotion-change prediction and improved mood inference

Soujanya Narayana

Ibrahim Radwan

Ravikiran Parameshwara

Iman Abbasnejad

Akshay Asthana

...

2023/9/10

MEDiC: Mitigating EEG Data Scarcity Via Class-Conditioned Diffusion Model

Gulshan Sharma

Abhinav Dhall

Ramanathan Subramanian

2023/10/27

Recognition of advertisement emotions with application to computational advertising

IEEE Transactions on Affective Computing

Abhinav Shukla

Shruti Shriya Gullapuram

Harish Katti

Mohan Kankanhalli

Stefan Winkler

...

2020/1/7

Joint Modality Features in Frequency Domain for Stress Detection

IEEE Access

K Radhika

Ramanathan Subramanian

Venkata Ramana Murthy Oruganti

2022/5/27

See List of Professors in Ramanathan Subramanian University(University of Canberra)

Co-Authors

H-index: 117
Tat-Seng Chua

Tat-Seng Chua

National University of Singapore

H-index: 73
Mohan Kankanhalli

Mohan Kankanhalli

National University of Singapore

H-index: 50
Stefan Winkler

Stefan Winkler

National University of Singapore

H-index: 22
Seyed Mostafa Kia

Seyed Mostafa Kia

Universiteit Utrecht

H-index: 19
Vineet Gandhi

Vineet Gandhi

International Institute of Information Technology, Hyderabad

H-index: 8
Anoop Kolar Rajagopal

Anoop Kolar Rajagopal

Indian Institute of Science

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