Pattern Recognition and Discovery Methods for Genomic and Proteomic Data
A special issue of Proteomes (ISSN 2227-7382).
Deadline for manuscript submissions: closed (28 February 2022) | Viewed by 6498
Interests: machine intelligence; pattern recognition; knowledge representation; bioinformatics; protein binding; protein sequencing analysis; statistical modeling
Interests: machine learning; pattern recognition; data mining; statistical modeling; time series analysis; clinical data analysis
Interests: machine learning; pattern recognition; bioinformatics; sentiment analysis; sequence analysis
Pattern recognition is concerned with solving a given problem using a set of example instances with a number of features. The use of pattern recognition algorithms in bioinformatics is pervasive. For example, the identification of functional regions from protein family sequences is still a primal challenge in bioinformatics and proteomics. Such knowledge, if discovered effectively, could reveal the functionality and crucial mutation hotspots, not only enabling us to have a better understanding of biological mechanisms, but also helping toward the design of new drugs and the curing of genetic diseases.
Besides, in the field of proteomic studies, pattern recognition and knowledge discovery are significant for identifying interactions between protein sequences, detecting mutations, and so on.
Hence, for this Special Issue, we invite authors to contribute original research articles, method papers, as well as review articles that will address recent developments in the area of proteomic analytics.
Potential topics include, but are not limited to, the following:
• Novel methods for the analysis of proteins and their interactions
• Discovery and analysis of protein structural/functional domains
• Bioinformatics for pattern discovery/analysis of proteomic data
• Integration of proteomics with other omics approaches
Prof. Dr. Andrew K. C. Wong
Dr. Peiyuan Zhou
Dr. Annie En-Shiun Lee
Dr. Luis Rueda
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 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. Proteomes is an international peer-reviewed open access quarterly 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 1800 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.
- Pattern analysis
- Protein binding
- Protein sequencing analysis