Bio-Inspired Computation Based on Mathematical Modeling—Theories and Applications in Health Sciences

A special issue of Mathematics (ISSN 2227-7390). This special issue belongs to the section "Mathematical Biology".

Deadline for manuscript submissions: 31 March 2025 | Viewed by 117

Special Issue Editors


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Guest Editor
Department of Electrical Engineering and Information Technology, George Emil Palade University of Medicine, Pharmacy, Science and Technology of Targu Mures, 540142 Targu Mures, Romania
Interests: artificial intelligence; intelligent systems; measuring machine intelligence; data science; biostatistics
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Guest Editor
1. Department of Computer Science, Swiss Distance University of Applied Sciences, Brig, Switzerland
2. Department of Biomedical Computer Science and Mechatronics, UMIT, Hall, Austria
Interests: graph theory; quantitative graph theory; data science; statistics

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Guest Editor
1.School of Innovation, Design and Engineering, Division of Product Realisation, Mälardalen University, Västerås, Sweeden
2.Dalle Molle Institute for Artificial Intelligence, University of Applied Sciences and Arts of Southern Switzerland, 6928 Manno, Switzerland
Interests: resilient cyber–physical systems; trustworthy artificial intelligence; trustworthy autonomous systems; data science and artificial intelligence
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Guest Editor
Predictive Society and Data Analytics Lab, Tampere University, 33720 Tampere, Finland
Interests: data science; network science; machine learning; computational biology; computational social science
Special Issues, Collections and Topics in MDPI journals

Special Issue Information

Dear Colleagues,

It is estimated that biological life that has evolved over millions of years will be a fruitful source of inspiration for the development of novel computational mathematical methods in the years to come, representing important research directions on mathematical modeling in the field of artificial intelligence.

Diverse problems in health sciences are computationally hard and cannot be solved efficiently via actual methods. Mathematical modeling based on bio-inspired computing applied to solve computationally hard problems in health sciences domains is an emerging field in this area. Bio-inspired computing has been proven successful for solving a large variety of problems in domains of science where other methods have not been so effective.

In this context, this Special Issue invites researchers to contribute original works regarding the development of bio-inspired computational and hybrid methods for solving difficult problems in health sciences that represent significant scientific advancements.

Recommended topics include (but are not limited to) the following:

  • Mathematical optimization;
  • Mathematical modeling;
  • Artificial intelligence;
  • Natural computing;
  • Agents and multi‐agent systems;
  • Complex networks;
  • Decision support systems;
  • Bioinformatics;
  • Biomathematics;
  • Sequence analysis;
  • DNA sequencing;
  • Sequence assembly;
  • Gene function prediction;
  • Computational evolutionary biology;
  • Comparative genomics;
  • Genetics of disease;
  • Analysis of mutations in cancer;
  • Gene and protein expression;
  • Analysis of regulation;
  • Analysis of the cellular organization;
  • Structural bioinformatics;
  • Network and systems biology;
  • Molecular interaction network.

Prof. Dr. Laszlo Barna Iantovics
Prof. Dr. Matthias Dehmer
Prof. Dr. Francesco Flammini
Prof. Dr. Frank Emmert-Streib
Guest Editors

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. Mathematics is an international peer-reviewed open access semimonthly 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 2600 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.

Keywords

  • mathematical optimization
  • mathematical modeling
  • artificial intelligence
  • natural computing
  • agents and multi‐agent systems
  • complex networks
  • decision support systems
  • bioinformatics
  • biomathematics
  • sequence analysis
  • DNA sequencing
  • sequence assembly
  • gene function prediction
  • computational evolutionary biology
  • comparative genomics
  • genetics of disease
  • analysis of mutations in cancer
  • gene and protein expression
  • analysis of regulation
  • analysis of the cellular organization
  • structural bioinformatics
  • network and systems biology
  • molecular interaction network

Published Papers

This special issue is now open for submission.
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