Transitioning to human interaction with AI systems: New challenges and opportunities for HCI professionals to enable human-centered AI

W Xu, MJ Dainoff, L Ge, Z Gao - International Journal of Human …, 2023 - Taylor & Francis
While AI has benefited humans, it may also harm humans if not appropriately developed.
The priority of current HCI work should focus on transiting from conventional human …

EEG power spectral measures of cognitive workload: A meta‐analysis

S Chikhi, N Matton, S Blanchet - Psychophysiology, 2022 - Wiley Online Library
Cognitive workload (CWL) is a fundamental concept in the assessment and monitoring of
human performance during cognitive tasks. Numerous studies have attempted to objectively …

[HTML][HTML] Best practices for fNIRS publications

MA Yücel, A Lühmann, F Scholkmann… - …, 2021 - spiedigitallibrary.org
The application of functional near-infrared spectroscopy (fNIRS) in the neurosciences has
been expanding over the last 40 years. Today, it is addressing a wide range of applications …

[HTML][HTML] Optical imaging and spectroscopy for the study of the human brain: status report

H Ayaz, WB Baker, G Blaney, DA Boas… - …, 2022 - spiedigitallibrary.org
This report is the second part of a comprehensive two-part series aimed at reviewing an
extensive and diverse toolkit of novel methods to explore brain health and function. While …

A neuroergonomics approach to mental workload, engagement and human performance

F Dehais, A Lafont, R Roy, S Fairclough - Frontiers in neuroscience, 2020 - frontiersin.org
The assessment and prediction of cognitive performance is a key issue for any discipline
concerned with human operators in the context of safety-critical behavior. Most of the …

Attention: Theory, principles, models and applications

C Wickens - International Journal of Human–Computer Interaction, 2021 - Taylor & Francis
We discuss two general concepts of attention:(1) As a filter of selective attention that selects
and admits channels of information from the environment to be processed;(2) as a resource …

[图书][B] Applied attention theory

CD Wickens, JS McCarley, RS Gutzwiller - 2022 - taylorfrancis.com
Applied Attention Theory, Second Edition provides details concerning the relevance of all
aspects of attention to the world beyond the laboratory. Topic application areas include the …

Applications of EEG indices for the quantification of human cognitive performance: A systematic review and bibliometric analysis

LE Ismail, W Karwowski - Plos one, 2020 - journals.plos.org
Background Neuroergonomics combines neuroscience with ergonomics to study human
performance using recorded brain signals. Such neural signatures of performance can be …

A graph theory-based modeling of functional brain connectivity based on EEG: a systematic review in the context of neuroergonomics

LE Ismail, W Karwowski - Ieee Access, 2020 - ieeexplore.ieee.org
Graph theory analysis, a mathematical approach, has been applied in brain connectivity
studies to explore the organization of network patterns. The computation of graph theory …

Modern machine-learning algorithms: for classifying cognitive and affective states from electroencephalography signals

A Appriou, A Cichocki, F Lotte - IEEE Systems, Man, and …, 2020 - ieeexplore.ieee.org
Estimating cognitive or affective states from brain signals is a key but challenging step in
creating passive brain-computer interface (BCI) applications. So far, estimating mental …