Olga Sourina

About Olga Sourina

Olga Sourina, With an exceptional h-index of 36 and a recent h-index of 26 (since 2020), a distinguished researcher at Nanyang Technological University, specializes in the field of Virtual Reality, BCI, Brain Computer Interfaces, Haptics.

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

Autoencoder-enabled eye-tracking data analytics for objective assessment of user preference in humanoid robot appearance design

Heart Rate Based Cross-subject Stress Recognition

A spectral-ensemble deep random vector functional link network for passive brain–computer interface

A Hierarchical Task Network-Based Approach to Generating Generic Tasks for Interface Usability Evaluation

International Conference on Cyberworlds, CW 2023, Sousse, Tunisia, October 3-5, 2023

An enhanced ensemble deep random vector functional link network for driver fatigue recognition

Ensemble of Randomized Neural Network and Boosted Trees for Eye-Tracking-Based Driver Situation Awareness Recognition and Interpretation

Sousse, Tunisia

Olga Sourina Information

University

Position

Head of Cognitive HCI Lab FraunhoferIDM@NTU Center

Citations(all)

5256

Citations(since 2020)

2893

Cited By

3471

hIndex(all)

36

hIndex(since 2020)

26

i10Index(all)

89

i10Index(since 2020)

58

Email

University Profile Page

Google Scholar

Olga Sourina Skills & Research Interests

Virtual Reality

BCI

Brain Computer Interfaces

Haptics

Top articles of Olga Sourina

Title

Journal

Author(s)

Publication Date

Autoencoder-enabled eye-tracking data analytics for objective assessment of user preference in humanoid robot appearance design

Expert Systems with Applications

Fan Li

Chun-Hsien Chen

Yisi Liu

Danni Chang

Jian Cui

...

2024/9/1

Heart Rate Based Cross-subject Stress Recognition

Joanne Tan

Wei Lun Lim

Ruilin Li

Meng-Hsueh Hsieh

Olga Sourina

...

2023/10/3

A spectral-ensemble deep random vector functional link network for passive brain–computer interface

Expert Systems with Applications

Ruilin Li

Ruobin Gao

Ponnuthurai N Suganthan

Jian Cui

Olga Sourina

...

2023/10/1

A Hierarchical Task Network-Based Approach to Generating Generic Tasks for Interface Usability Evaluation

Fan Li

Chunhsien Chen

Olga Sourina

Gangyan Xu

Su Han

2023/9/5

International Conference on Cyberworlds, CW 2023, Sousse, Tunisia, October 3-5, 2023

Preface of the proceedinds of IEEE Cyberworlds conference 2023

Najoua Essoukri Ben Amara

Alexei Sourin

Olga Sourina

Christophe Rosenberger

2023/12/13

An enhanced ensemble deep random vector functional link network for driver fatigue recognition

Engineering Applications of Artificial Intelligence

Ruilin Li

Ruobin Gao

Liqiang Yuan

PN Suganthan

Lipo Wang

...

2023/8/1

Ensemble of Randomized Neural Network and Boosted Trees for Eye-Tracking-Based Driver Situation Awareness Recognition and Interpretation

Ruilin Li

Minghui Hu

Jian Cui

Lipo Wang

Olga Sourina

2023/11/16

Sousse, Tunisia

Najoua Essoukri Ben Amara

Alexei Sourin

Olga Sourina

Christophe Rosenberger

2023/10/3

Subject matching for cross-subject EEG-based recognition of driver states related to situation awareness

Methods

Ruilin Li

Lipo Wang

Olga Sourina

2022/6/1

International Conference on Cyberworlds, CW 2022, Kanazawa, Japan, September 27-29, 2022

Preface of the proceeding of IEEE Cyberworlds conference 2022

Yuriko Takeshima

Alexei Sourin

Haoran Xie

Christophe Rosenberger

Olga Sourina

...

2022/11/17

Machine learning methods for bio-medical image and signal processing: Recent advances.

Lipo Wang

Olga Sourina

Marius Erdt

Yaoli Wang

Qing Chang

2022/3/18

Situation awareness recognition using eeg and eye-tracking data: a pilot study

Ruilin Li

Jian Cui

Ruobin Gao

Ponnuthurai N Suganthan

Olga Sourina

...

2022/9/27

EEG-based cross-subject driver drowsiness recognition with an interpretable convolutional neural network

IEEE Transactions on Neural Networks and Learning Systems

Jian Cui

Zirui Lan

Olga Sourina

Wolfgang Müller-Wittig

2022/2/16

Sample-based data augmentation based on electroencephalogram intrinsic characteristics

IEEE Journal of Biomedical and Health Informatics

Ruilin Li

Lipo Wang

Ponnuthurai N Suganthan

Olga Sourina

2022/6/23

Attention Distribution and Decision-Making in the Process of Robot’s Appearance Design and Selection

Nicholas Hong Li Khoo

Fan Li

Chun-Hsien Chen

Yisi Liu

Fitri Trapsilawati

...

2022/6/16

A compact and interpretable convolutional neural network for cross-subject driver drowsiness detection from single-channel EEG

Methods

Jian Cui

Zirui Lan

Yisi Liu

Ruilin Li

Fan Li

...

2022/6/1

Advanced Ensemble Deep Random Vector Functional Link for Eye-Tracking-based Situation Awareness Recognition

Ruilin Li

Ruobin Gao

Jian Cui

Ponnuthurai N Suganthan

Olga Sourina

2022/12/4

Usability evaluation of hybrid 2D-3D visualization tools in basic air traffic control operations

Fan Li

Yisi Liu

Gangyan Xu

Jian Cui

Chun-Hsien Chen

...

2021/10/17

VR-based Training on Handling LNG Related Emergency in the Maritime Industry

Yisi Liu

Zirui Lan

Benedikt Tschoerner

Satinder Singh Virdi

Fan Li

...

2021/9/28

Subject-independent drowsiness recognition from single-channel EEG with an interpretable CNN-LSTM model

Jian Cui

Zirui Lan

Tianhu Zheng

Yisi Liu

Olga Sourina

...

2021/9/28

See List of Professors in Olga Sourina University(Nanyang Technological University)