Background Gene function annotations, which are associations between a gene and a term of a controlled vocabulary describing gene functional features, are of paramount importance …
D Chicco, M Masseroli - IEEE/ACM Transactions on …, 2014 - ieeexplore.ieee.org
In the computational biology community, machine learning algorithms are key instruments for many applications, including the prediction of gene-functions based upon the available …
Understanding complex biological phenomena involves answering complex biomedical questions on multiple biomolecular information simultaneously, which are expressed …
D Chicco, M Masseroli - IEEE/ACM Transactions on …, 2015 - ieeexplore.ieee.org
Genes and their protein products are essential molecular units of a living organism. The knowledge of their functions is key for the understanding of physiological and pathological …
Due to the great advances of Next Generation Sequencing (NGS) techniques, bioinformaticians are faced with large amounts of genomic and clinical data, which are …
Background Increasingly high amounts of heterogeneous and valuable controlled biomolecular annotations are available, but far from exhaustive and scattered in many …
A Surendar, M Arun, A Mahabub Basha - Soft Computing, 2019 - Springer
Gnomic information continues to flood, and this trend comes in the wake of the life sciences' rapid development. The eventuality has been an increase in the demand for more scalable …
D Chicco, M Masseroli - … Methods for Bioinformatics and Biostatistics: 12th …, 2016 - Springer
Controlled biomolecular annotations are key concepts in computational genomics and proteomics, since they can describe the functional features of genes and their products in …
M Antoni, AS Charao, MH Franciscatto - ICEIS (2), 2021 - academia.edu
The need for capturing information suitable to the user has favored the development of Question Answering (QA) systems, whose main goal is retrieving a precise answer to a …