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SiPML 2016 : 2016 Workshop on Signal Processing and Machine Learning (SiPML)

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Link: http://www.sipml.com.mx/default.html
 
When Nov 5, 2016 - Nov 7, 2016
Where Soonchunhyang (SCH) University, Asan, K
Submission Deadline Aug 4, 2016
Notification Due Aug 15, 2016
Final Version Due Sep 5, 2016
Categories    computational intelligence   signal processing   artificial intelligence   computer science
 

Call For Papers

The workshop will bring together engineers, students, practitioners, and researchers from the fields of machine learning (ML) and signal processing (SP). The aim of the workshop is to contribute to the cross-fertilization between the research on ML methods and their application to 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, multimedia, among others. Thus, SP techniques are very useful for these type of systems to automate processing and analysis techniques to retrieve information from data storage. Topics will range from foundations for real-world systems, and processing, such as speech, language analysis, biomedicine, convergence and complexity analysis, machine learning, social networks, sparse representations, visual analytics, robust statistical methods.



Topics

•Learning theory
•Cognitive information processing
•Neural networks
•Classification and pattern recognition
•Nonlinear signal processing
•Graphical models and kernel methods
•Genomic signals and sequences
•Multichannel adaptive signal processing
•Kernel methods and graphical models
•Sparsity-aware learning
•Subspace/maniforld learning
•Bayesian and distributed learning
•Smart Grid, games, social networks
•Computational Intelligence
•Data-driven adaptive systems
•Data-driven models
•Multimodal data fusion
•Multiset data analysis
•Perceptual signal processing
•Applications (biomedical signals, biometrix, bioinformatics)

Authors are invited to submit full papers not more than eight pages (8) (CPS proceedings manuscripts: two columns, single-spaced), including figures and references, using 10 font size, and number each page. The formatting instructions for authors are available at the following web page:
http://www.ieee.org/conferences_events/conferences/publishing/templates.html

Prepare your paper in PDF file and submit it electronically to the 3PGCIC-2016 web page:
http://edas.info/N21959
Accepted papers will be given guidelines in preparing and submitting the final manuscript(s) together with the notification of acceptance.

Submission deadline:
August 04, 2016
Notification of Acceptance:
August 15, 2016
Camera-Ready Submission:
September 5, 2016
Author registration:
September 5, 2016
Workshop and main conference dates:
November 5-7, 2016

Web page of 3PGCIC 2015 hhttp://voyager.ce.fit.ac.jp/conf/3pgcic/2016/index.html
Web page of SiPML: http://www.sipml.com.mx/default.html


The workshop is technically co-sponsored by IEEE Computer Society, and accepted papers will be indexed by IEEE Xplore, and Scopus.
Authors whose papers have been accepted and presented at the conference will be invited to submit their extended and revised papers to an special issue.

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