Handling Big Data Scalability in Biological Domain Using Parallel and Distributed Processing: A Case of Three Biological Semantic Similarity Measures

In the field of biology, researchers need to compare genes or gene products using semantic similarity measures (SSM). Continuous data growth and diversity in data characteristics comprise what is called big data; current biological SSMs cannot handle big data. Therefore, these measures need the abil...

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Vydáno v:	BioMed research international Ročník 2019; číslo 2019; s. 1 - 20
Hlavní autoři:	Almasoud, Ameera M., Al-Salman, Abdulmalik S., Al-Khalifa, Hend
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Cairo, Egypt Hindawi Publishing Corporation 01.01.2019 Hindawi John Wiley & Sons, Inc
Témata:	Algorithms Annotations Batch processing Big Data Biodiversity Bioinformatics Biology Clustering Computer applications Computer networks Consortia Data management Data processing Distributed processing Gene expression Knowledge management Mathematical analysis Ontology Parallel processing Partitions Reduction Semantics Similarity Similarity measures Social research Stability Test procedures
ISSN:	2314-6133, 2314-6141, 2314-6141
On-line přístup:	Získat plný text
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