[LIBRO][B] Semantic similarity from natural language and ontology analysis

S Harispe, S Ranwez, J Montmain - 2022 - books.google.com
Artificial Intelligence federates numerous scientific fields in the aim of develo** machines
able to assist human operators performing complex treatments---most of which demand high …

GOGO: An improved algorithm to measure the semantic similarity between gene ontology terms

C Zhao, Z Wang - Scientific reports, 2018 - nature.com
Measuring the semantic similarity between Gene Ontology (GO) terms is an essential step in
functional bioinformatics research. We implemented a software named GOGO for calculating …

[HTML][HTML] A framework for unifying ontology-based semantic similarity measures: A study in the biomedical domain

S Harispe, D Sánchez, S Ranwez, S Janaqi… - Journal of biomedical …, 2014 - Elsevier
Ontologies are widely adopted in the biomedical domain to characterize various resources
(eg diseases, drugs, scientific publications) with non-ambiguous meanings. By exploiting the …

Identifying disease genes using machine learning and gene functional similarities, assessed through Gene Ontology

M Asif, HF Martiniano, AM Vicente, FM Couto - PloS one, 2018 - journals.plos.org
Identifying disease genes from a vast amount of genetic data is one of the most challenging
tasks in the post-genomic era. Also, complex diseases present highly heterogeneous …

Argot2: a large scale function prediction tool relying on semantic similarity of weighted Gene Ontology terms

M Falda, S Toppo, A Pescarolo, E Lavezzo… - BMC …, 2012 - Springer
Background Predicting protein function has become increasingly demanding in the era of
next generation sequencing technology. The task to assign a curator-reviewed function to …

Semantic measures for the comparison of units of language, concepts or instances from text and knowledge base analysis

S Harispe, S Ranwez, S Janaqi, J Montmain - arxiv preprint arxiv …, 2013 - arxiv.org
Semantic measures are widely used today to estimate the strength of the semantic
relationship between elements of various types: units of language (eg, words, sentences …

Review of computational methods for virus–host protein interaction prediction: a case study on novel Ebola–human interactions

AK Halder, P Dutta, M Kundu, S Basu… - Briefings in functional …, 2018 - academic.oup.com
Identification of potential virus–host interactions is useful and vital to control the highly
infectious virus-caused diseases. This may contribute toward development of new drugs to …

Measuring gene functional similarity based on group-wise comparison of GO terms

Z Teng, M Guo, X Liu, Q Dai, C Wang, P Xuan - Bioinformatics, 2013 - academic.oup.com
Motivation: Compared with sequence and structure similarity, functional similarity is more
informative for understanding the biological roles and functions of genes. Many important …

Improving GO semantic similarity measures by exploring the ontology beneath the terms and modelling uncertainty

H Yang, T Nepusz, A Paccanaro - Bioinformatics, 2012 - academic.oup.com
Motivation: Several measures have been recently proposed for quantifying the functional
similarity between gene products according to well-structured controlled vocabularies where …

[PDF][PDF] Semantic similarity in the gene ontology

C Pesquita - The gene ontology handbook, 2017 - library.oapen.org
Gene Ontology-based semantic similarity (SS) allows the comparison of GO terms or entities
annotated with GO terms, by leveraging on the ontology structure and properties and on …