About |
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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. |
Call for Papers |
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) |
Summary |
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SiPML 2020 : The 6th International Workshop on Signal Processing and Machine Learning will take place in Yonago, Tottori, Japan. It’s a 3 days event starting on Oct 28, 2020 (Wednesday) and will be winded up on Oct 30, 2020 (Friday). SiPML 2020 falls under the following areas: ARTIFICIAL INTELLIGENCE, MACHINE LEARNING, SIGNAL PROCESSING, COMPUTATIONAL INTELLIGENCE, etc. Submissions for this Workshop can be made by Jul 01, 2020. Authors can expect the result of submission by Aug 01, 2020. Upon acceptance, authors should submit the final version of the manuscript on or before Aug 15, 2020 to the official website of the Workshop. Please check the official event website for possible changes before you make any travelling arrangements. Generally, events are strict with their deadlines. It is advisable to check the official website for all the deadlines. Other Details of the SiPML 2020
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Credits and Sources |
| [1] SiPML 2020 : The 6th International Workshop on Signal Processing and Machine Learning |
