Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics

The field of bioinformatics has two main objectives: the creation and mainte-nance of biological databases, and the discovery of knowledge from life sciences data in order to unravel the mysteries of biological function, leading to new drugs and therapies for human disease. Life sciences data come i...

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Other Authors: Marchiori, Elena
Format: Book
Language:English
Published: Springer 2017
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Online Access:http://repository.vnu.edu.vn/handle/VNU_123/26246
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Institution: Vietnam National University, Hanoi
Language: English
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spelling oai:112.137.131.14:VNU_123-262462020-07-08T02:46:35Z Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics Marchiori, Elena Moore, Jason H. Computer Science Artificial Intelligence 006.3 The field of bioinformatics has two main objectives: the creation and mainte-nance of biological databases, and the discovery of knowledge from life sciences data in order to unravel the mysteries of biological function, leading to new drugs and therapies for human disease. Life sciences data come in the form of biological sequences, structures, pathways, or literature. One major aspect of discovering biological knowledge is to search, predict, or model specific informa-tion in a given dataset in order to generate new interesting knowledge. Computer science methods such as evolutionary computation, machine learning, and data mining all have a great deal to offer the field of bioinformatics. The goal of the 6th European Conference on Evolutionary Computation, Machine Learning,and Data Mining in Bioinformatics (EvoBIO 2008) was to bring together experts from these fields in order to discuss new and novel methods for tackling complex biological problems. 2017-04-11T08:01:06Z 2017-04-11T08:01:06Z 2008 Book 978-3-540-78756-3 http://repository.vnu.edu.vn/handle/VNU_123/26246 en 222 p. application/pdf Springer
institution Vietnam National University, Hanoi
building VNU Library & Information Center
country Vietnam
collection VNU Digital Repository
language English
topic Computer Science
Artificial Intelligence
006.3
spellingShingle Computer Science
Artificial Intelligence
006.3
Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics
description The field of bioinformatics has two main objectives: the creation and mainte-nance of biological databases, and the discovery of knowledge from life sciences data in order to unravel the mysteries of biological function, leading to new drugs and therapies for human disease. Life sciences data come in the form of biological sequences, structures, pathways, or literature. One major aspect of discovering biological knowledge is to search, predict, or model specific informa-tion in a given dataset in order to generate new interesting knowledge. Computer science methods such as evolutionary computation, machine learning, and data mining all have a great deal to offer the field of bioinformatics. The goal of the 6th European Conference on Evolutionary Computation, Machine Learning,and Data Mining in Bioinformatics (EvoBIO 2008) was to bring together experts from these fields in order to discuss new and novel methods for tackling complex biological problems.
author2 Marchiori, Elena
author_facet Marchiori, Elena
format Book
title Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics
title_short Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics
title_full Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics
title_fullStr Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics
title_full_unstemmed Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics
title_sort evolutionary computation, machine learning and data mining in bioinformatics
publisher Springer
publishDate 2017
url http://repository.vnu.edu.vn/handle/VNU_123/26246
_version_ 1680965550848606208