Connectionists: [CfP] The 5th international workshop on Machine Learning for EEG Signal Processing (MLESP)
Larbi Boubchir
boubchir at ai.univ-paris8.fr
Thu Aug 22 08:26:37 EDT 2024
[Apologies for multiple postings]
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The 5th international workshop on Machine Learning for EEG Signal
Processing (MLESP 2024, https://mlesp2024.sciencesconf.org/) to be held
in Lisbon, Portugal, from 3 to 6 December 2024, in conjunction with the
IEEE International Conference on Bioinformatics and Biomedicine (IEEE
BIBM 2024, https://ieeebibm.org/BIBM2024).
*Overview*
EEG signal processing involves the analysis and treatment of the
electrical activity of the brain measured with Electroencephalography,
or EEG, in order to provide useful information on which decisions can be
made. The recent advances in signal processing and machine learning for
EEG data processing have brought impressive progress in solving several
practical and challenging problems in many areas such as healthcare,
biomedicine, biomedical engineering, BCI and biometrics. The aim of this
workshop is to present and discuss the recent advances in machine
learning for EEG signal analysis and processing. We are inviting
original research work, as well as significant work-in-progress,
covering novel theories, innovative methods, and meaningful applications
that can potentially lead to significant advances in EEG data analytics.
This workshop is an opportunity to bring together academic and
industrial scientists to discuss recent advances.
*The topics of interest include but are not limited to: *
- EEG signal processing and analysis
- Time-frequency EEG signal analysis
- Signal processing for EEG Data
- EEG feature extraction and selection
- Machine learning for EEG signal processing
- EEG classification and Hierarchical clustering
- EEG abnormalities detection (e.g. Epileptic seizure, Alzheimer's
disease, etc.)
- Machine learning in EEG Big Data
- Deep Learning for EEG Big Data
- Neural Rehabilitation Engineering
- Brain-Computer Interface
- Neurofeedback
- EEG-based Biometrics
- Related applications
*Important Dates *
Sept. 16, 2024 (11:59 pm CST):Due date for full workshop papers submission
Oct. 16, 2024: Notification of paper acceptance to authors
Nov. 10, 2024: Camera-ready of accepted papers
Dec 3-6, 2024: Workshops
*Paper submission *
- Please submit a full-length paper (up to 8 pages IEEE 2-column format)
through the online submission system. You can download the format
instruction here:
https://www.ieee.org/conferences/publishing/templates.html
- Electronic submissions in PDF format are required.
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*Online submission*
https://wi-lab.com/cyberchair/2024/bibm24/scripts/submit.php?subarea=S01&undisplay_detail=1&wh=/cyberchair/2024/bibm24/scripts/ws_submit.php
<https://wi-lab.com/cyberchair/2024/bibm24/scripts/submit.php?subarea=S01&undisplay_detail=1&wh=/cyberchair/2024/bibm24/scripts/ws_submit.php>
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*Publication*
All accepted papers will be published in the BIBM proceedings and IEEE
Xplore Digital Library.
*
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*Contact*
Prof. Larbi Boubchir /(Workshop Chair/)
University of Paris 8, France
E-mail: larbi.boubchir at univ-paris8.fr <mailto:larbi.boubchir at univ-paris8.fr>
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