Bioinformatics Applications Based On Machine Learning
The great advances in information technology (IT) have implications for many sectors, such as bioinformatics, and has considerably increased their possibilities. This book presents a collection of 11 original research papers, all of them related to the application of IT-related techniques within the...
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Year of Publication: | 2021 |
Language: | English |
Physical Description: | 1 electronic resource (206 p.) |
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Chamoso, Pablo edt Bioinformatics Applications Based On Machine Learning Basel, Switzerland MDPI - Multidisciplinary Digital Publishing Institute 2021 1 electronic resource (206 p.) text txt rdacontent computer c rdamedia online resource cr rdacarrier The great advances in information technology (IT) have implications for many sectors, such as bioinformatics, and has considerably increased their possibilities. This book presents a collection of 11 original research papers, all of them related to the application of IT-related techniques within the bioinformatics sector: from new applications created from the adaptation and application of existing techniques to the creation of new methodologies to solve existing problems. English Technology: general issues bicssc machine learning metagenomics bioinformatics CTX-M data mining cluster clinical implications diabetes epidemiology forecast PART Decision table Weka real-life patients regression ear detection computer vision convolutional neural network image recognition video analysis gene clustering swarm intelligence biological functions detection informative genes fuel cell hydrogen energy intelligent systems hybrid systems Artificial Neural Networks power management Machine Learning personality assessment gradient boosting Affective Computing transposable elements metrics deep learning detection classification mitochondrial protein bi-directional LSTM plasmodium falciparum Particle Swarm Optimization Harmony Search parameter estimation Arabidopsis thaliana clinical data feature selection genetic programming evolutionary computation dynamic models evolutionary computing derivative-free optimization metabolism glycolysis yeast 3-0365-0760-4 3-0365-0761-2 Rodriguez, Sara edt Mohamad, Mohd edt González-Briones, Alfonso edt Chamoso, Pablo oth Rodriguez, Sara oth Mohamad, Mohd oth González-Briones, Alfonso oth |
language |
English |
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eBook |
author2 |
Rodriguez, Sara Mohamad, Mohd González-Briones, Alfonso Chamoso, Pablo Rodriguez, Sara Mohamad, Mohd González-Briones, Alfonso |
author_facet |
Rodriguez, Sara Mohamad, Mohd González-Briones, Alfonso Chamoso, Pablo Rodriguez, Sara Mohamad, Mohd González-Briones, Alfonso |
author2_variant |
p c pc s r sr m m mm a g b agb |
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HerausgeberIn HerausgeberIn HerausgeberIn Sonstige Sonstige Sonstige Sonstige |
title |
Bioinformatics Applications Based On Machine Learning |
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Bioinformatics Applications Based On Machine Learning |
title_full |
Bioinformatics Applications Based On Machine Learning |
title_fullStr |
Bioinformatics Applications Based On Machine Learning |
title_full_unstemmed |
Bioinformatics Applications Based On Machine Learning |
title_auth |
Bioinformatics Applications Based On Machine Learning |
title_new |
Bioinformatics Applications Based On Machine Learning |
title_sort |
bioinformatics applications based on machine learning |
publisher |
MDPI - Multidisciplinary Digital Publishing Institute |
publishDate |
2021 |
physical |
1 electronic resource (206 p.) |
isbn |
3-0365-0760-4 3-0365-0761-2 |
illustrated |
Not Illustrated |
work_keys_str_mv |
AT chamosopablo bioinformaticsapplicationsbasedonmachinelearning AT rodriguezsara bioinformaticsapplicationsbasedonmachinelearning AT mohamadmohd bioinformaticsapplicationsbasedonmachinelearning AT gonzalezbrionesalfonso bioinformaticsapplicationsbasedonmachinelearning |
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(CKB)5400000000042658 (oapen)https://directory.doabooks.org/handle/20.500.12854/76494 (EXLCZ)995400000000042658 |
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Bioinformatics Applications Based On Machine Learning |
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