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Special Session
Special Session on
Machine Learning in Bioinformatics
 - MLB 2022

9 - 11 February, 2022

Within the 15th International Joint Conference on Biomedical Engineering Systems and Technologies - BIOSTEC 2022


CHAIR

Paulo Ambrosio
Universidade Estadual de Santa Cruz
Brazil

 
Brief Bio
Paulo Eduardo Ambrosio is a Doctor in Medical Sciences. His research interests are Computational Biology and Pattern Recognition.

SCOPE

One of the main problems dealt with by bioinformatics is to analyze the expression levels of various genes at once to discover his function, mainly using clustering techniques, which aim to group genes of similar expression tendencies together. The big problem in these researches is the huge amount of data that needs to be processed simultaneously, which require the development of new techniques and algorithms, principally on machine learning advances. This special session aims to show recent advances in machine learning applied to bioinformatic problems, presenting new techniques of processing, automated analysis and pattern classification. It also intends to be a forum for sharing experiences between specialists, researchers and beginners in the area, presenting and discussing relevant ideas.

TOPICS OF INTEREST

Topics of interest include, but are not limited to:
  • Clustering algorithms
  • Biclustering Algorithms
  • Deep Learning Applied to Genetic Data
  • New Machine Learning Techniques

IMPORTANT DATES

Paper Submission: November 26, 2021
Authors Notification: December 14, 2021
Camera Ready and Registration: December 22, 2021

SPECIAL SESSION PROGRAM COMMITTEE

Available soon.

PAPER SUBMISSION

Prospective authors are invited to submit papers in any of the topics listed above.
Instructions for preparing the manuscript (in Word and Latex formats) are available at: Paper Templates
Please also check the Guidelines.
Papers must be submitted electronically via the web-based submission system using the appropriated button on this page.

PUBLICATIONS

After thorough reviewing by the special session program committee, all accepted papers will be published in a special section of the conference proceedings book - under an ISBN reference and on digital support - and submitted for indexation by SCOPUS, Google Scholar, The DBLP Computer Science Bibliography, Semantic Scholar, Microsoft Academic, Engineering Index (EI) and Web of Science / Conference Proceedings Citation Index.
SCITEPRESS is a member of CrossRef (http://www.crossref.org/) and every paper is given a DOI (Digital Object Identifier).
All papers presented at the conference venue will be available at the SCITEPRESS Digital Library

SECRETARIAT CONTACTS

BIOSTEC Special Sessions - MLB 2022
e-mail: biostec.secretariat@insticc.org
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