The 10th International Workshop on Signal Processing and Machine Learning (SiPML 2024) is organized by Dr. Ricardo Rodriguez-Jorge from Ceit Research Center. SiPML will be held in San Benedetto del Tronto, Italy on November 13 – 15, 2023, in conjunction with the main conference 19th International Conference on P2P, Parallel, Grid, Cloud and Internet Computing (3PGCIC 2024).
The aim of the workshop is to contribute to the cross-fertilization between the research on Machine Learning (ML) methods and their application to Signal Processing (SP) to initiate collaboration between these areas. ML usually plays an important role in the transition from data storage to decision systems based on large databases of signals such as the obtained from sensor networks, internet services, or communication systems. These systems imply developing both computational solutions and novel models. Signals from real-world systems are usually complex such as speech, music, bio-medical, and multimedia, among others.
1. Topics
Topics of interest include (but not limited to):
Learning theory
Subspace/manifold learning
Cognitive information processing
Bayesian and distributed learning
Neural networks
Smart Grid, games, social networks
Classification and pattern recognition
Computational Intelligence
Nonlinear signal processing
Data-driven adaptive systems
Graphical models and kernel methods
Data-driven models
Genomic signals and sequences
Multimodal data fusion
Multichannel adaptive signal processing
Multiset data analysis
Kernel methods and graphical models
Perceptual signal processing
Sparsity-aware learning
Applications (biomedical signals, biometrics, bioinformatics)
2. Authors information
Authors should submit a paper to the main conference with maximum 12 pages in length, including all figures, tables, and references. Workshop papers should be maximum 10 pages long. However, authors can have two extra pages with the appropriate fee payment.
Prepare your paper in PDF file and submit it electronically to the to the EDAS online submission system:
https://edas.info/newPaper.php?c=31906&track=121830
If authors will not submit their FINAL VERSION papers and copyright form by the deadline, the papers will be automatically removed from conference proceedings. The maximum number of pages for conference papers of 3PGCIC-2023 conference is 12 pages. Workshop papers should be maximum 10 pages long. For each paper, at most TWO additional pages are allowed, but each additional page costs 100 Euros.
3. Important dates
Submission deadline: July 24, 2024
Notification of Acceptance: August 25, 2024
Camera-Ready Submission: September 10 2024
Author registration: September 10, 2024
Workshop and main conference dates: November 13 15 , 2024
4. Web links
Web page of 3PGCIC 2024: https://voyager.ce.fit.ac.jp/conf/3pgcic/2024/index.php
Web page of SiPML 2024: https://www.sipml.com.mx/default.html
5. Publication and indexing
All accepted papers will be included in the conference proceedings of Lecture Notes in Data Engineering and Communication Technologies series published by Springer. **Indexing: The books of LNDECT series are indexed by EI and SCOPUS **. Currently, the books of this series are indexed in Web of Science.
High quality papers accepted and presented at the SiPML 2024 workshop will be invited to submit their extended and revised papers to a special issue (others are pending of approval).
1. International Journal of Grid and Utility Computing (IJGUC), Inderscience
https://www.inderscience.com/jhome.php?jcode=ijguc
2. International Journal of Mobile Computing and Multimedia Communications (IJMCMC), IGI Global
https://www.igi-global.com/journal/international-journal-mobile-computing-multimedia/1102
3. Internet of Things (IoT) Journal, Elsevier
https://www.sciencedirect.com/journal/internet-of-things
4. International Journal of Web and grid Services (IJWGS), Inderscience
https://www.inderscience.com/jhome.php?jcode=ijwgs
5. Journal of High Speed Networks (JHSN), IOS Press
https://www.iospress.com/catalog/journals/journal-of-high-speed-networks
6. Sustainable and Intelligent Phytoprotection, frontiers
https://www.frontiersin.org/journals/plant-science/sections/sustainable-and-intelligent-phytoprotection
7. Journal of Sensor and Actuator Networks, MDPI
https://www.mdpi.com/journal/jsan
8. Journal of Digital Signal Processing and Artificial Intelligence for Automatic Learning, DLINE
https://www.dline.info/dspai/
6. Contact Information
Dr. Ricardo Rodriguez-Jorge
Email: rrodriguezj@ceit.es
Personal web page: https://rodriguezricardo.net
Institute web page: https://portalcientifico.unav.edu/investigadores/1113189/detalle