Computational Biology and Bioinformatics

Volume 11, Issue 2, December 2023

  • Research Article

    Visualizing Biclusters of Gene Expression Data and Their Overlaps Based on a Two-Dimensional Matrix Technique

    Haithem Aouabed, Mourad Elloumi

    Issue: Volume 11, Issue 2, December 2023
    Pages: 19-32
    Received: 24 September 2023
    Accepted: 12 October 2023
    Published: 30 October 2023
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    Abstract: Biclustering is a data mining technique used to analyze gene expression data. It consists of classifying subgroups of genes that behave similarly under subgroups of conditions and can behave independently under other conditions. These discovered co-expressed genes (called biclusters) can help to find specific biological aims like finding characteri... Show More
  • Research Article

    Automated Fish Measurement and Classification Using Convolutional Neural Networks (CNNs)

    Soad El Hiak*, Xu He

    Issue: Volume 11, Issue 2, December 2023
    Pages: 33-48
    Received: 21 October 2023
    Accepted: 25 November 2023
    Published: 5 December 2023
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    Abstract: Managing fisheries requires regular monitoring and assessment of fish populations. Traditional methods of evaluating fish stocks, particularly their size, can be time-consuming, labor-intensive, and inaccurate. Recently, digital image processing (DIP) and machine learning (ML) have emerged as promising technologies to automate fish measurement and ... Show More