Special Issue "Discrete Algorithms and Discrete Problems in Machine Intelligence"
A special issue of Algorithms (ISSN 1999-4893).
Deadline for manuscript submissions: closed (30 June 2018).
Over the last two decades, pattern recognition and data clustering have become two important research tasks in machine learning and many important results have been achieved with broad applications. Traditional approaches for small or medium sized data include many optimization algorithms. Pattern recognition and data clustering based on big data are becoming more complex and advanced optimization techniques are required. Recently, significant progress has been made in developing advanced machine intelligence techniques based on big data, especially due to rapid progress in optimization theory and the deep learning neural networks. To reflect such progress, this Special Issue is organized with the aim of selecting some high-quality papers about new optimization algorithms and deep learning techniques with broad applications in machine intelligence. Potential topics include, but are not limited to, the following:
- New optimization theory and new design for deep learning neural networks
- Robust face recognition with sparse sensing techniques
- Image understanding-based PDE optimization
- New clustering and classification techniques
- Randomized algorithms for machine intelligence.
Dr. Wanquan Liu
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 papers will be 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 100 words) can be sent to the Editorial Office for announcement on this website.
Submitted manuscripts should not have been published previously, nor be under consideration for publication elsewhere (except conference proceedings papers). All manuscripts are thoroughly refereed through a single-blind peer-review process. A guide for authors and other relevant information for submission of manuscripts is available on the Instructions for Authors page. Algorithms is an international peer-reviewed open access monthly journal published by MDPI.
Please visit the Instructions for Authors page before submitting a manuscript. The Article Processing Charge (APC) for publication in this open access journal is 1400 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.
- machine intelligence
- deep learning networks
- discrete optimization