General Information

2019 2nd International Conference on Signal Processing and Machine Learning (SPML 2019) will be held in Hangzhou, China during 27-29 , 2019.
2019年第二届国际信号处理与机器学习国际会议(SPML 2019)将于2019年11月27-29日在中国杭州——杭州电子科技大学举行!


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 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.

 

本次会议的目的是为涉及机器学习方法/算法、信号处理理论和方法、数据挖掘、人工智能等领域全球学术界、产业界和研究开发组织的研究人员提供一个交流平台。欢迎机器学习和信号处理领域的专家学者踊跃报名参加 (点击投稿!

 

Important Date

Submission Deadline: July 10, 2019
Acceptance Notification Date: August 5, 2019
Registration Deadline: August 25, 2019
Conference Dates: November 27-29, 2019

Submission Method

Please submit your full paper/abstract to us via the Electronic Submission System.

Fast Registration Channel

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Lastest News (More)

January 15, 2019 News! SPML 2019 will be held in Hangzhou, China and the submission is open now. (Click).
 

December 1, 2018 News! SPML 2018 was sucessfully held in Shanghai,China (Click).
 

November 20, 2018 News! SPML 2018 program is available now (Click).

SPML Publication

The submitted papers will be peer reviewed by Technical Committee. The accepted and registered papers can be published in the Conference Procee which will be indexed by Ei Compendex and Scopus, and submitted to be reviewed by Thomson Reuters Conference Proceedings Citation Index (ISI Web of Science).

Topics of Interests

SPML 2019 will feature a comprehensive technical program covering the latest research and innovation in Signal Processing and Machine Learning. The conference will bring together leading researchers, engineers and scientists in the domain of interest from around the world. Topics of interest for submission include, but are not limited to:

Adaptive Filtering & Signal Processing
Analog and Mixed Signal Processing
Array Signal Processing
Audio and Electroacoustics
Bioimaging and Signal Processing
Communication Signal processing
Computer Vision & Virtual Reality
Higher Order Spectral Analysis

Image and Multidimensional Signal Processing
Image Processing & Understanding
Image/Video Processing and Coding

Industry Technology
Internet Signal Processing

Machine Learning for Signal Processing

Modulation and Channel Coding
Multimedia & Human-computer Interaction
Next Generation Mobile Communications
Nonlinear Signal Processing
Optical Communications
Parallel and Distributed Processing
PDE for Image Processing
Signal Processing for Security
Signal Processing Theory and Method

Machine learning methods

Learning and adaptive control
Learning for Handwriting Recognition
Learning robots
Mining Images in Computer Vision
Mining Motion from Sequence
Neural Methods

Feature extractions
Support vector machines (SVM)
Extreme learning machine (ELM)
Artificial neural network (ANN)
Classification techniques
 

Registration

All the authors need to complete the registration first in order for participation. Please choose the correct role to attend the conference and pay the registration fee accordingly.

hISTORY

SPML will be held annually as a leading platform for people working in the field Signal Processing and Machine Learning to communicate and exchange about their research results and the problems they have encountered during their research.

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