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- W4226049133 abstract "The amount of available data is continuously growing. This phenomenon promotes a new concept, named big data. The highlight technologies related to big data are cloud computing (infrastructure) and Not Only SQL (NoSQL; data storage). In addition, for data analysis, machine learning algorithms such as decision trees, support vector machines, artificial neural networks, and clustering techniques present promising results. In a biological context, big data has many applications due to the large number of biological databases available. Some limitations of biological big data are related to the inherent features of these data, such as high degrees of complexity and heterogeneity, since biological systems provide information from an atomic level to interactions between organisms or their environment. Such characteristics make most bioinformatic-based applications difficult to build, configure, and maintain. Although the rise of big data is relatively recent, it has contributed to a better understanding of the underlying mechanisms of life. The main goal of this article is to provide a concise and reliable survey of the application of big data-related technologies in biology. As such, some fundamental concepts of information technology, including storage resources, analysis, and data sharing, are described along with their relation to biological data." @default.
- W4226049133 created "2022-05-05" @default.
- W4226049133 creator A5002737243 @default.
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- W4226049133 creator A5068200874 @default.
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- W4226049133 creator A5082563060 @default.
- W4226049133 date "2022-08-01" @default.
- W4226049133 modified "2023-10-14" @default.
- W4226049133 title "A Survey of Biological Data in a Big Data Perspective" @default.
- W4226049133 cites W1490161904 @default.
- W4226049133 cites W1570993795 @default.
- W4226049133 cites W1924609655 @default.
- W4226049133 cites W1963703602 @default.
- W4226049133 cites W1965806873 @default.
- W4226049133 cites W1977046764 @default.
- W4226049133 cites W1978643997 @default.
- W4226049133 cites W1984316184 @default.
- W4226049133 cites W1988791547 @default.
- W4226049133 cites W1989256516 @default.
- W4226049133 cites W1990811100 @default.
- W4226049133 cites W1991462891 @default.
- W4226049133 cites W1997250998 @default.
- W4226049133 cites W1999515598 @default.
- W4226049133 cites W2005097381 @default.
- W4226049133 cites W2005800049 @default.
- W4226049133 cites W2010600019 @default.
- W4226049133 cites W2012753837 @default.
- W4226049133 cites W2013647284 @default.
- W4226049133 cites W2014375183 @default.
- W4226049133 cites W2014681168 @default.
- W4226049133 cites W2017397761 @default.
- W4226049133 cites W2023116290 @default.
- W4226049133 cites W2026657534 @default.
- W4226049133 cites W2027528412 @default.
- W4226049133 cites W2029295760 @default.
- W4226049133 cites W2032345031 @default.
- W4226049133 cites W2036092121 @default.
- W4226049133 cites W2040401321 @default.
- W4226049133 cites W2052793385 @default.
- W4226049133 cites W2053284144 @default.
- W4226049133 cites W2055459874 @default.
- W4226049133 cites W2069178546 @default.
- W4226049133 cites W2069489753 @default.
- W4226049133 cites W2069748910 @default.
- W4226049133 cites W2069914810 @default.
- W4226049133 cites W2072104876 @default.
- W4226049133 cites W2081930221 @default.
- W4226049133 cites W2082199132 @default.
- W4226049133 cites W2082245129 @default.
- W4226049133 cites W2083122216 @default.
- W4226049133 cites W2086103112 @default.
- W4226049133 cites W2087264237 @default.
- W4226049133 cites W2090663546 @default.
- W4226049133 cites W2092404524 @default.
- W4226049133 cites W2093148268 @default.
- W4226049133 cites W2096080855 @default.
- W4226049133 cites W2097288488 @default.
- W4226049133 cites W2097936772 @default.
- W4226049133 cites W2098195118 @default.
- W4226049133 cites W2102943285 @default.
- W4226049133 cites W2105640400 @default.
- W4226049133 cites W2105924489 @default.
- W4226049133 cites W2106323366 @default.
- W4226049133 cites W2109574129 @default.
- W4226049133 cites W2116736210 @default.
- W4226049133 cites W2117243134 @default.
- W4226049133 cites W2120799151 @default.
- W4226049133 cites W2123863402 @default.
- W4226049133 cites W2125970547 @default.
- W4226049133 cites W2126409637 @default.
- W4226049133 cites W2126703991 @default.
- W4226049133 cites W2130479394 @default.
- W4226049133 cites W2131563181 @default.
- W4226049133 cites W2131848047 @default.
- W4226049133 cites W2139655181 @default.
- W4226049133 cites W2143434556 @default.
- W4226049133 cites W2145550746 @default.
- W4226049133 cites W2148061495 @default.
- W4226049133 cites W2149943169 @default.
- W4226049133 cites W2155983825 @default.
- W4226049133 cites W2159675211 @default.
- W4226049133 cites W2164239284 @default.
- W4226049133 cites W2164278503 @default.
- W4226049133 cites W2164545729 @default.
- W4226049133 cites W2166481834 @default.
- W4226049133 cites W2170806980 @default.
- W4226049133 cites W2171777347 @default.
- W4226049133 cites W2173213060 @default.
- W4226049133 cites W2259938310 @default.
- W4226049133 cites W2499800833 @default.
- W4226049133 cites W2548107498 @default.
- W4226049133 cites W2554634557 @default.
- W4226049133 cites W2583525646 @default.
- W4226049133 cites W2588050043 @default.
- W4226049133 cites W2605454765 @default.
- W4226049133 cites W2619480236 @default.
- W4226049133 cites W2745824628 @default.