Bioinformatics Applications Based On Machine Learning

Bioinformatics Applications Based On Machine Learning

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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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HerausgeberIn:
Rodriguez, Sara
Mohamad, Mohd
González-Briones, Alfonso
Sonstige:
Chamoso, Pablo
Rodriguez, Sara
Mohamad, Mohd
González-Briones, Alfonso
Year of Publication:2021
Language:English
Physical Description:1 electronic resource (206 p.)
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spelling 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
format 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
author2_role HerausgeberIn
HerausgeberIn
HerausgeberIn
Sonstige
Sonstige
Sonstige
Sonstige
title Bioinformatics Applications Based On Machine Learning
spellingShingle 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
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