International Conference on Signal Processing and Machine Learning
摘要截稿:
全文截稿: 2018-09-25
开会时间: 2018-11-28
会议难度:
CCF分类: 无
会议地点: Shanghai,China
Overview
The 2018 International Conference on Signal Processing and Machine Learning (SPML 2018) will be held during 28-30 November, 2018 in Shanghai, China. This conference is meant for researchers from academia, industries and research & development organizations all over the globe interested in the areas of machine learning methods/ algorithms, signal processing theory and methods, data mining, artificial intelligence, optimization and applications to human brain disorders like epilepsy, Alzheimer’s, sleep disorders etc. Other applications of machine learning and signal processing techniques are also welcome. It will put special emphasis on the participations of PhD students, Postdoctoral fellows and other young researchers from all over the world. It would be beneficial to bring together a group of experts from diverse fields to discuss recent progress and to share ideas on open questions. The conference will feature world-class keynote speakers in the main areas.
Machine Learning 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, Signal Processing 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.