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Computational and Mathematical Biophysics: Bio-molecular data modeling and mining

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EDITED BY

Dr. Dong Si (lead), University of Washington, Bothell, USA
Dr. Kamal Al Nasr
, Tennessee State University, USA
Dr. Yonggang Lu
, Lanzhou University, China 

DESCRIPTION

We are currently accepting submissions for our upcoming special issue entitled “Bio-molecular data modeling and mining”, which will be published in the journal, Computational and Mathematical Biophysics (CMB). The purpose of this special issue is to create a medium for researchers from mathematical, computational, biological sciences, biophysics and other related disciplines to report novel mathematical models, computational algorithms, and biological applications to the data mining, machine learning, knowledge discovery and pattern recognition from large-scale bio-molecular data of various types, dimensionalities and modalities, include but not limit to 1D sequence, 2D image, 3D volume and molecular structure data.

As a recently established journal, CMB (https://www.degruyter.com/view/j/cmb) is the formal continuation of Molecular Based Mathematical Biology, published by De Gruyter. The mission of CMB is to publish the highest quality work that promotes the development of theoretical formulations, mathematical models, numerical algorithms, and computational techniques for elucidating molecular mechanisms and for solving open problems at the forefront of molecular bioscience and biophysics.

 

SCOPE

Potential topics include, but are not limited to:
 
  • Bio-molecular multi-dimensional and multi-modality data analysis
  • Image processing, graphical modeling and visualization
  • Geometric and topological modeling of macromolecules
  • Structural determination and molecular shape analysis of molecules
  • Structure Alignment of macromolecules
  • Machine learning and data mining in molecular big data
  • Algorithms, analysis and validation for bio-molecular data
  • Molecule-related software or database development
  • Gene regulatory network and genome wide association study
  • Metagenomics data analysis and modeling of Epigenetics data
  • Single cell sequencing data analysis

HOW TO SUBMIT

Before submission authors should carefully read over the author guidelines, which are located at http://www.degruyter.com/view/j/cmb. All manuscripts are subject to the standard peer review process before publication. Please note the publisher has waived the Article Processing Charges for this special issue, but articles will be open-access in accordance with the overall goals of the journal.

Prospective authors should submit their manuscript on line at http://mlbmb.edmgr.com/

When entering your submission in the system choose the option Bio-molecular data modeling and mining as an article type.

Submissions for the special issue are now open.

The deadline for the submissions is October 1, 2018, but individual papers will be reviewed and published online as they arrive.

Important Dates:
Manuscript Due, Oct. 1, 2018;
First round of reviews: Nov. 15, 2018;
Anticipated publication date: March 1, 2019.

 

Contributors to the Topical Issue will benefit from:

  • fair and constructive peer review provided by recognized experts in the field,
  • Open Access to your article for all interested readers,
  • fast online publication of articles,
  • online submission and tracking system,
  • no publication fees,
  • free language assistance for authors from non-English speaking regions;

We are looking forward to your submission. If you have any questions, please contact Dr. Dong Si at donsi@uw.edu.