NDLI: EALab (Eye Activity Lab): a MATLAB Toolbox for Variable Extraction, Multivariate Analysis and Classification of Eye-Movement Data

Content Provider	Springer Nature Link
Author	Andreu Perez, Javier Solnais, Celine Sriskandarajah, Kumuthan
Copyright Year	2015
Abstract	Recent advances in the reliability of the eye-tracking methodology as well as the increasing availability of affordable non-intrusive technology have opened the door to new research opportunities in a variety of areas and applications. This has raised increasing interest within disciplines such as medicine, business and education for analysing human perceptual and psychological processes based on eye-tracking data. However, most of the currently available software requires programming skills and focuses on the analysis of a limited set of eye-movement measures (e.g., saccades and fixations), thus excluding other measures of interest to the classification of a determined state or condition. This paper describes ‘EALab’, a MATLAB toolbox aimed at easing the extraction, multivariate analysis and classification stages of eye-activity data collected from commercial and independent eye trackers. The processing implemented in this toolbox enables to evaluate variables extracted from a wide range of measures including saccades, fixations, blinks, pupil diameter and glissades. Using EALab does not require any programming and the analysis can be performed through a user-friendly graphical user interface (GUI) consisting of three processing modules: 1) eye-activity measure extraction interface, 2) variable selection and analysis interface, and 3) classification interface.
Starting Page	51
Ending Page	67
Page Count	17
File Format	PDF
ISSN	15392791
Journal	Neuroinformatics
Volume Number	14
Issue Number	1
e-ISSN	15590089
Language	English
Publisher	Springer US
Publisher Date	2015-09-10
Publisher Place	New York
Access Restriction	One Nation One Subscription (ONOS)
Subject Keyword	Eye tracking Machine learning Multivariate analysis Classification Computer software Neuroinformatics Neurosciences Bioinformatics Computational Biology/Bioinformatics Computer Application in Life Sciences Neurology
Content Type	Text
Resource Type	Article
Subject	Neuroscience Information Systems Software

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

Tracking the Source of Quantitative Knowledge in Neuroscience: A Neuroinformatics Role for Computational Models

MANIA—A Pattern Classification Toolbox for Neuroimaging Data

ModelDB, neuroinformatics, and computational neuroscience

Ten Years of Neuroinformatics

Neuroinformatics for Degenerate Brains

The TREES Toolbox—Probing the Basis of Axonal and Dendritic Branching

Neuroinformatics Grand Challenges

Action, Language and Neuroinformatics: An Introduction

PRoNTo: Pattern Recognition for Neuroimaging Toolbox

EALab (Eye Activity Lab): a MATLAB Toolbox for Variable Extraction, Multivariate Analysis and Classification of Eye-Movement Data

Similar Documents

Tracking the Source of Quantitative Knowledge in Neuroscience: A Neuroinformatics Role for Computational Models

MANIA—A Pattern Classification Toolbox for Neuroimaging Data

ModelDB, neuroinformatics, and computational neuroscience

Ten Years of Neuroinformatics

Neuroinformatics for Degenerate Brains

The TREES Toolbox—Probing the Basis of Axonal and Dendritic Branching

Neuroinformatics Grand Challenges

Action, Language and Neuroinformatics: An Introduction

PRoNTo: Pattern Recognition for Neuroimaging Toolbox

EALab (Eye Activity Lab): a MATLAB Toolbox for Variable Extraction, Multivariate Analysis and Classification of Eye-Movement Data