Machine Learning: System and Application Perspective

Dear Colleagues,

Machine learning techniques are widely used in many types of computing problems. For example, many types of problems related to computer vision, natural language processing, big data analysis, etc., are solved using machine learning techniques. There are many challenging issues associated with machine learning technologies. As machine learning technologies are based on massive datasets and require a lot of computing resources, they need to be designed from a systems perspective. There are also many new machine learning applications such as VR/AR applications and virtual humans.

In this Special Issue, we invite original research articles and review articles dealing with machine learning from a systems or application perspective. A new system architecture for machine learning applications will be addressed from a systems perspective. In particular, how to perform machine learning algorithms in limited resource environments such as cell phones is a challenging problem. From an application point of view, it can cover many types of new applications. For example, a virtual human or virtual robot can become intelligent based on machine learning technology.

Potential topics include, but are not limited to, the following: 

• Machine learning systems;
• New machine learning applications;
• VR/AR applications using machine learning;
• System support for machine learning applications;
• Performance analysis for machine learning systems;
• Natural language processing based on machine learning;
• Speech recognition systems based on machine learning;
• Intelligent virtual human/robot systems.

Prof. Dr. Tae-Sun Chung
Guest Editor

Manuscript Submission Information

Manuscripts should be submitted online at www.mdpi.com by registering and logging in to this website. Once you are registered, click here to go to the submission form. Manuscripts can be submitted until the deadline. All submissions that pass pre-check are peer-reviewed. Accepted papers will be published continuously in the journal (as soon as accepted) and will be listed together on the special issue website. Research articles, review articles as well as short communications are invited. For planned papers, a title and short abstract (about 250 words) can be sent to the Editorial Office for assessment.

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Please visit the Instructions for Authors page before submitting a manuscript. The Article Processing Charge (APC) for publication in this open access journal is 2400 CHF (Swiss Francs). Submitted papers should be well formatted and use good English. Authors may use MDPI's English editing service prior to publication or during author revisions.