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...

Full description

Saved in:
Bibliographic Details
HerausgeberIn:
Sonstige:
Year of Publication:2021
Language:English
Physical Description:1 electronic resource (206 p.)
Tags: Add Tag
No Tags, Be the first to tag this record!
LEADER 03458nam-a2201033z--4500
001 993600251404498
005 20231214133530.0
006 m o d
007 cr|mn|---annan
008 202201s2021 xx |||||o ||| 0|eng d
035 |a (CKB)5400000000042658 
035 |a (oapen)https://directory.doabooks.org/handle/20.500.12854/76494 
035 |a (EXLCZ)995400000000042658 
041 0 |a eng 
100 1 |a Chamoso, Pablo  |4 edt 
245 1 0 |a Bioinformatics Applications Based On Machine Learning 
260 |a Basel, Switzerland  |b MDPI - Multidisciplinary Digital Publishing Institute  |c 2021 
300 |a 1 electronic resource (206 p.) 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
520 |a 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. 
546 |a English 
650 7 |a Technology: general issues  |2 bicssc 
653 |a machine learning 
653 |a metagenomics 
653 |a bioinformatics 
653 |a CTX-M 
653 |a data mining 
653 |a cluster 
653 |a clinical implications 
653 |a diabetes 
653 |a epidemiology 
653 |a forecast 
653 |a PART 
653 |a Decision table 
653 |a Weka 
653 |a real-life patients 
653 |a regression 
653 |a ear detection 
653 |a computer vision 
653 |a convolutional neural network 
653 |a image recognition 
653 |a video analysis 
653 |a gene clustering 
653 |a swarm intelligence 
653 |a biological functions detection 
653 |a informative genes 
653 |a fuel cell 
653 |a hydrogen energy 
653 |a intelligent systems 
653 |a hybrid systems 
653 |a Artificial Neural Networks 
653 |a power management 
653 |a Machine Learning 
653 |a personality assessment 
653 |a gradient boosting 
653 |a Affective Computing 
653 |a transposable elements 
653 |a metrics 
653 |a deep learning 
653 |a detection 
653 |a classification 
653 |a mitochondrial protein 
653 |a bi-directional LSTM 
653 |a plasmodium falciparum 
653 |a Particle Swarm Optimization 
653 |a Harmony Search 
653 |a parameter estimation 
653 |a Arabidopsis thaliana 
653 |a clinical data 
653 |a feature selection 
653 |a genetic programming 
653 |a evolutionary computation 
653 |a dynamic models 
653 |a evolutionary computing 
653 |a derivative-free optimization 
653 |a metabolism 
653 |a glycolysis 
653 |a yeast 
776 |z 3-0365-0760-4 
776 |z 3-0365-0761-2 
700 1 |a Rodriguez, Sara  |4 edt 
700 1 |a Mohamad, Mohd  |4 edt 
700 1 |a González-Briones, Alfonso  |4 edt 
700 1 |a Chamoso, Pablo  |4 oth 
700 1 |a Rodriguez, Sara  |4 oth 
700 1 |a Mohamad, Mohd  |4 oth 
700 1 |a González-Briones, Alfonso  |4 oth 
906 |a BOOK 
ADM |b 2023-12-15 05:57:01 Europe/Vienna  |f system  |c marc21  |a 2022-04-04 09:22:53 Europe/Vienna  |g false 
AVE |i DOAB Directory of Open Access Books  |P DOAB Directory of Open Access Books  |x https://eu02.alma.exlibrisgroup.com/view/uresolver/43ACC_OEAW/openurl?u.ignore_date_coverage=true&portfolio_pid=5345715910004498&Force_direct=true  |Z 5345715910004498  |b Available  |8 5345715910004498