Journal Browser

Journal Browser

Special Issue "Advanced Machine Learning and Deep Networks for Psycho-Physiological Signals Processing, Modelling, and Classification 2021-2022"

A special issue of Sensors (ISSN 1424-8220). This special issue belongs to the section "Intelligent Sensors".

Deadline for manuscript submissions: closed (20 May 2022) | Viewed by 326

Special Issue Editor

Birkbeck Knowledge Lab, University of London, London WC1E 7HZ, UK
Interests: computational models of learning and cognition; artificial neural networks and deep learning; evolutionary computing; learning technologies; bio-inspired machine learning; software engineering for AI and machine learning systems
Special Issues, Collections and Topics in MDPI journals

Special Issue Information

Dear Colleagues,

Psychophysiological signals have been demonstrated to be useful in several applications for assessing emotional experiences, modeling cognitive processes, user and player modelling, human activity recognition, classification of facial expressions, detection of behavioral changes, and so on. Signals come from a wide range of sensors, such as wearable sensors, mobile sensors, cameras, heart rate monitoring devices, EEG headcaps and headbands, ECG sensors, breathing monitors, EMG sensors, and temperature sensors. However, the use of these signals poses several challenges for reliable data processing, modeling, and classification, as it is influenced by different types of environmental and biological sources of noise, artefacts, and interference. Methods that employ machine learning and deep learning appear eminently suitable for these challenging tasks.

This Special Issue will present state-of-the-art machine learning and deep learning approaches for data processing, modeling, pattern recognition, and the classification of psychophysiological signals, and for the development of intelligent systems that use psychophysiological signals.

Prof. Dr. George Magoulas
Guest Editor

Manuscript Submission Information

Manuscripts should be submitted online at by registering and logging in to this website. Once you are registered, click here to go to the submission form. Manuscripts can be submitted until the deadline. All submissions that pass pre-check are peer-reviewed. Accepted papers will be published continuously in the journal (as soon as accepted) and will be listed together on the special issue website. Research articles, review articles as well as short communications are invited. For planned papers, a title and short abstract (about 100 words) can be sent to the Editorial Office for announcement on this website.

Submitted manuscripts should not have been published previously, nor be under consideration for publication elsewhere (except conference proceedings papers). All manuscripts are thoroughly refereed through a single-blind peer-review process. A guide for authors and other relevant information for submission of manuscripts is available on the Instructions for Authors page. Sensors is an international peer-reviewed open access semimonthly journal published by MDPI.

Please visit the Instructions for Authors page before submitting a manuscript. The Article Processing Charge (APC) for publication in this open access journal is 2400 CHF (Swiss Francs). Submitted papers should be well formatted and use good English. Authors may use MDPI's English editing service prior to publication or during author revisions.

Published Papers

There is no accepted submissions to this special issue at this moment.
Back to TopTop