Exploring the SenseMaking process through interactions and fNIRS in immersive visualization

A Galati, R Schoppa, A Lu - IEEE Transactions on Visualization …, 2021 - ieeexplore.ieee.org
Theories of cognition inform our decisions when designing human-computer interfaces, and
immersive systems enable us to examine these theories. This work explores the …

Hemodynamic analysis for cognitive load assessment and classification in motor learning tasks using type-2 fuzzy sets

L Ghosh, A Konar, P Rakshit… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
This paper addresses a novel approach to assess and classify the cognitive load of subjects
from their hemodynamic response while engaged in motor learning tasks, such as vehicle …

A functional-near-infrared-spectroscopy-based evaluation of cognitive lagging from prefrontal hemodynamics

A De, S Biswas, A Konar, L Ghosh - IEEE Sensors Letters, 2020 - ieeexplore.ieee.org
Functional near infrared spectroscopy (fNIRS) devices capture the variability in oxygenated
and deoxygenated blood flow in the cortical layers of the brain during execution of cognitive …

Classification of relative object size from parietooccipital hemodynamics using type-2 fuzzy sets

A De, M Laha, A Konar… - 2020 IEEE international …, 2020 - ieeexplore.ieee.org
During the past two decade researchers have been exploring the mechanism of object
shape and depth perception using EEG and fMRI. However, the underlying cortical process …

Hemodynamic response analysis for mind-driven type-writing using a type 2 fuzzy classifier

M Laha, A Konar, P Rakshit, L Ghosh… - … conference on fuzzy …, 2018 - ieeexplore.ieee.org
We study the vowels detection from brain activation due to vowel sound imageries. At first
we experimentally determine the maximum and relatively longer activation that takes place …

Finger-induced motor imagery classification from hemodynamic response using type-2 fuzzy sets

E Chowdhury, Z Qadir, M Laha, A Konar… - Soft Computing for …, 2020 - Springer
Recent advances in brain–computer interface (BCI) and advanced computational algorithms
make us capable of classifying different human motor imageries based on their …

A type-2 fuzzy set induced classification of cognitive load in inter-individual working memory performance based on hemodynamic response

A De, T Bhattacharjee, A Konar… - 2017 IEEE …, 2017 - ieeexplore.ieee.org
The crucial role of working memory for cognitive performance based on temporary
information processing has been studied for decades. Behavioral tests and functional …

Music-induced emotion classification from the prefrontal hemodynamics

P Samanta, D Bhattacharya, A De, L Ghosh… - Pattern Recognition and …, 2017 - Springer
Most of the traditional works on emotion recognition utilize manifestation of emotion in face,
voice, gesture/posture and bio-potential signals of the subjects. However, these modalities …

[图书][B] From body to brain: Using artificial intelligence to identify user skills & intentions in interactive scenarios

M Papakostas - 2019 - search.proquest.com
Artificial Intelligence has probably been the most rapidly evolving field of science during the
last decade. Its numerous real-life applications have radically altered the way we experience …

A Weighted Combination Method of Multiple K-Nearest Neighbor Classifiers for EEG-Based Cognitive Task Classification

A Mohamed, A Mohamed, Y Mustafa - Science and Information …, 2020 - Springer
The effectiveness of wireless electroencephalograph (EEG) sensor-based medical or Brain
Computer Interface applications largely depends on how to classify EEG signals as …