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...
Saved in:
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 |