Robust cognitive load detection from wrist-band sensors

Computers in Human Behavior Reports ◽

10.1016/j.chbr.2021.100116 ◽

2021 ◽

pp. 100116

Author(s):

Vadim Borisov ◽

Enkelejda Kasneci ◽

Gjergji Kasneci

Keyword(s):

Cognitive Load ◽

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Investigating Multi-Modal Measures for Cognitive Load Detection in E-Learning

Proceedings of the 28th ACM Conference on User Modeling, Adaptation and Personalization ◽

10.1145/3340631.3394861 ◽

2020 ◽

Author(s):

Nico Herbig ◽

Tim Düwel ◽

Mossad Helali ◽

Lea Eckhart ◽

Patrick Schuck ◽

...

Keyword(s):

Cognitive Load ◽

Load Detection ◽

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Cognitive Load Detection on Commercial EEG Devices: An Optimized Signal Processing Chain

Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering - Internet of Things. User-Centric IoT ◽

10.1007/978-3-319-19656-5_14 ◽

2015 ◽

pp. 87-92 ◽

Author(s):

Arijit Sinharay ◽

Debatri Chatterjee ◽

Arpan Pal

Keyword(s):

Signal Processing ◽

Cognitive Load ◽

Load Detection ◽

Processing Chain

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Analysing mouse activity for cognitive load detection

Proceedings of the 25th Australian Computer-Human Interaction Conference on Augmentation, Application, Innovation, Collaboration - OzCHI '13 ◽

10.1145/2541016.2541083 ◽

2013 ◽

Author(s):

Syed Arshad ◽

Yang Wang ◽

Fang Chen

Keyword(s):

Cognitive Load ◽

Load Detection ◽

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A type-2 fuzzy approach towards cognitive load detection using fNIRS signals

2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) ◽

10.1109/fuzz-ieee.2016.7738009 ◽

2016 ◽

Author(s):

Mainak Dan ◽

Anuradha Saha ◽

Amit Konar ◽

Anca L. Ralescu ◽

Atulya K. Nagar

Keyword(s):

Cognitive Load ◽

Fuzzy Approach ◽

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A physiological data‐driven model for learners' cognitive load detection using HRV‐PRV feature fusion and optimized XGBoost classification

Software Practice and Experience ◽

10.1002/spe.2730 ◽

2019 ◽

Vol 50 (11) ◽

pp. 2046-2064

Author(s):

Junqi Guo ◽

Yazhu Dai ◽

Chixiang Wang ◽

Hao Wu ◽

Tianyou Xu ◽

...

Keyword(s):

Cognitive Load ◽

Feature Fusion ◽

Data Driven ◽

Physiological Data ◽

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Preliminary Study on Cognitive Load Detection

Exploring the Use of Eye Gaze Controlled Interfaces in Automotive Environments - SpringerBriefs in Computer Science ◽

10.1007/978-3-319-40709-8_5 ◽

2016 ◽

pp. 59-76

Author(s):

Pradipta Biswas

Keyword(s):

Cognitive Load ◽

Load Detection ◽

Preliminary Study

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Cognitive Load Detection on Drivers by Pupillary Analysis

2020 IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT) ◽

10.1109/conecct50063.2020.9198441 ◽

2020 ◽

Author(s):

Hemanthkumar V. ◽

Peddi Sourabh ◽

Karthik A. Maiya ◽

Harish K. ◽

B.M. Mahendra ◽

...

Keyword(s):

Cognitive Load ◽

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A data-driven framework for learners’ cognitive load detection using ECG-PPG physiological feature fusion and XGBoost classification

Procedia Computer Science ◽

10.1016/j.procs.2019.01.234 ◽

2019 ◽

Vol 147 ◽

pp. 338-348 ◽

Author(s):

Chixiang Wang ◽

Junqi Guo

Keyword(s):

Cognitive Load ◽

Feature Fusion ◽

Data Driven ◽

Physiological Feature ◽

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Automatic Cognitive Load Detection from Face, Physiology, Task Performance and Fusion During Affective Interference

Interacting with Computers ◽

10.1093/iwc/iwt032 ◽

2013 ◽

Vol 26 (3) ◽

pp. 256-268 ◽

Author(s):

M. S. Hussain ◽

R. A. Calvo ◽

F. Chen

Keyword(s):

Cognitive Load ◽

Task Performance ◽

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Automatic cognitive load detection from speech features

Proceedings of the 2007 conference of the computer-human interaction special interest group (CHISIG) of Australia on Computer-human interaction: design: activities, artifacts and environments - OZCHI '07 ◽

10.1145/1324892.1324946 ◽

2007 ◽

Author(s):

Bo Yin ◽

Natalie Ruiz ◽

Fang Chen ◽

M. Asif Khawaja

Keyword(s):

Cognitive Load ◽

Load Detection ◽

Speech Features

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