Chen, Fang

Evaluating the quality of machine learning explanations: a survey on methods and metrics

Zhou, J., Gandomi, A. H., Chen, F., & Holzinger, A. (2021) · Electronics

Explainable Artificial Intelligence (XAI)Software Testing and Debugging Techniques

Cited by 606

Using galvanic skin response for cognitive load measurement in arithmetic and reading tasks

Nourbakhsh, N., Wang, Y., Chen, F., & Calvo, R. A. (2012) · Proceedings of the 24th Australian Computer-Human Interaction Conference

Emotion and Mood RecognitionHeart Rate Variability and Autonomic Control

Cited by 219

Eye activity as a measure of human mental effort in HCI

Chen, S., Epps, J., Ruiz, N., & Chen, F. (2011) · Proceedings of the 16th international conference on Intelligent user interfaces

Gaze Tracking and Assistive TechnologyHuman-Automation Interaction and Safety

Cited by 174

Fairness and Explanation in AI-Informed Decision Making

Angerschmid, A., Zhou, J., Theuermann, K., Chen, F., & Holzinger, A. (2022) · Machine Learning and Knowledge Extraction

Explainable Artificial Intelligence (XAI)Ethics and Social Impacts of AI

Cited by 161

GSR and Blink Features for Cognitive Load Classification

Nourbakhsh, N., Wang, Y., & Chen, F. (2013) · Lecture Notes in Computer Science

Emotion and Mood RecognitionHuman-Automation Interaction and Safety

Cited by 98

User Trust Dynamics: An Investigation Driven by Differences in System Performance

Yu, K., Berkovsky, S., Taib, R., Conway, D., Zhou, J., & Chen, F. (2017) · Proceedings of the 22nd International Conference on Intelligent User Interfaces

Human-Automation Interaction and SafetyTechnology Adoption and User Behaviour

Cited by 90

AI ethics: from principles to practice

Zhou, J., & Chen, F. (2023) · AI & SOCIETY

Ethics and Social Impacts of AIEthics in Business and Education

Cited by 72

Do I trust my machine teammate?: an investigation from perception to decision

Yu, K., Berkovsky, S., Taib, R., Zhou, J., & Chen, F. (2019) · Proceedings of the 24th International Conference on Intelligent User Interfaces

Human-Automation Interaction and SafetySocial Robot Interaction and HRI

Cited by 71

A comparison of four methods for cognitive load measurement

Chen, S., Epps, J., & Chen, F. (2011) · Proceedings of the 23rd Australian Computer-Human Interaction Conference

Human-Automation Interaction and SafetyGaze Tracking and Assistive Technology

Cited by 63

Effects of Uncertainty and Cognitive Load on User Trust in Predictive Decision Making

Zhou, J., Arshad, S. Z., Luo, S., & Chen, F. (2017) · Lecture Notes in Computer Science

Human-Automation Interaction and SafetyExplainable Artificial Intelligence (XAI)

Cited by 59

Automatic cognitive load detection from speech features

Yin, B., Ruiz, N., Chen, F., & Khawaja, M. A. (2007) · Proceedings of the 19th Australasian conference on Computer-Human Interaction: Entertaining User Interfaces

Emotion and Mood RecognitionHuman-Automation Interaction and Safety

Cited by 55

Cognitive load evaluation of handwriting using stroke-level features

Yu, K., Epps, J., & Chen, F. (2011) · Proceedings of the 16th international conference on Intelligent user interfaces

Gaze Tracking and Assistive TechnologyUsability and User Interface Design

Cited by 45

Pupillary Response Based Cognitive Workload Measurement under Luminance Changes

Xu, J., Wang, Y., Chen, F., & Choi, E. (2011) · Lecture Notes in Computer Science

Gaze Tracking and Assistive TechnologyHuman-Automation Interaction and Safety

Cited by 41

Return on Investment for Digital Behavioral Counseling in Patients With Prediabetes and Cardiovascular Disease

Su, W., Chen, F., Dall, T. M., Iacobucci, W., & Perreault, L. (2016) · Preventing Chronic Disease

Health Systems, Economic Evaluations, Quality of LifeMobile Health and mHealth Applications

Cited by 35

Using pen input features as indices of cognitive load

Ruiz, N., Taib, R., Shi, Y. (., Choi, E., & Chen, F. (2007) · Proceedings of the 9th international conference on Multimodal interfaces

Interactive and Immersive DisplaysUsability and User Interface Design

Cited by 34

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

Hussain, M. S., Calvo, R. A., & Chen, F. (2014) · Interacting with Computers

Emotion and Mood RecognitionHuman-Automation Interaction and Safety

Cited by 34

Using language complexity to measure cognitive load for adaptive interaction design

Khawaja, M. A., Chen, F., & Marcus, N. (2010) · Proceedings of the 15th international conference on Intelligent user interfaces

Human-Automation Interaction and SafetyUsability and User Interface Design

Cited by 32

Investigating User Confidence for Uncertainty Presentation in Predictive Decision Making

Arshad, S. Z., Zhou, J., Bridon, C., Chen, F., & Wang, Y. (2015) · Proceedings of the Annual Meeting of the Australian Special Interest Group for Computer Human Interaction

Explainable Artificial Intelligence (XAI)Human-Automation Interaction and Safety

Cited by 30

Think before you talk: an empirical study of relationship between speech pauses and cognitive load

Khawaja, M. A., Ruiz, N., & Chen, F. (2008) · Proceedings of the 20th Australasian Conference on Computer-Human Interaction: Designing for Habitus and Habitat

Usability and User Interface DesignHuman-Automation Interaction and Safety

Cited by 30

Potential speech features for cognitive load measurement

Khawaja, M. A., Ruiz, N., & Chen, F. (2007) · Proceedings of the 19th Australasian conference on Computer-Human Interaction: Entertaining User Interfaces

Emotion and Mood RecognitionUsability and User Interface Design

Cited by 26

Multimodal behavioral and physiological signals as indicators of cognitive load

Zhou, J., Yu, K., Chen, F., Wang, Y., & Arshad, S. Z. (2018) · The Handbook of Multimodal-Multisensor Interfaces: Foundations, User Modeling, and Common Modality Combinations - Volume 2

Emotion and Mood RecognitionHuman-Automation Interaction and Safety

Cited by 25

Trust and cognitive load in the text-chat environment: the role of mouse movement

Khawaji, A., Chen, F., Zhou, J., & Marcus, N. (2014) · Proceedings of the 26th Australian Computer-Human Interaction Conference on Designing Futures: the Future of Design

Human-Automation Interaction and SafetyInnovative Human-Technology Interaction

Cited by 21

Analysing mouse activity for cognitive load detection

Arshad, S., Wang, Y., & Chen, F. (2013) · Proceedings of the 25th Australian Computer-Human Interaction Conference: Augmentation, Application, Innovation, Collaboration

Human-Automation Interaction and SafetyEmotion and Mood Recognition

Cited by 18

Freeform pen-input as evidence of cognitive load and expertise

Ruiz, N., Taib, R., & Chen, F. (2011) · Proceedings of the 13th international conference on multimodal interfaces

Visual and Cognitive Learning ProcessesInteractive and Immersive Displays

Cited by 11