Bioinformatics / / edited by Helder I. Nakaya.
Today, a single laboratory can generate a vast amount of biological data. There is a wealth of data already available in public databases, which makes the modern life sciences almost dependent on bioinformatics. This book brings together an international team of experts to discuss the state-of-the-a...
Saved in:
TeilnehmendeR: | |
---|---|
Place / Publishing House: | Brisbane, AU : : Exon Publications,, [2021] ©2021 |
Year of Publication: | 2021 |
Language: | English |
Physical Description: | 1 online resource (xiii, 188 pages) :; illustrations |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
id |
993548509604498 |
---|---|
ctrlnum |
(CKB)4100000012155977 (NjHacI)994100000012155977 (oapen)https://directory.doabooks.org/handle/20.500.12854/81836 (EXLCZ)994100000012155977 |
collection |
bib_alma |
record_format |
marc |
spelling |
Nakaya, Helder I edt Bioinformatics / edited by Helder I. Nakaya. Australia Exon Publications 2021 Brisbane, AU : Exon Publications, [2021] ©2021 1 online resource (xiii, 188 pages) : illustrations text txt rdacontent computer c rdamedia online resource cr rdacarrier Description based on: online resource; title from PDF information screen (NCBI, viewed November 05, 2022). Includes bibliographical references. Open access Unrestricted online access star Today, a single laboratory can generate a vast amount of biological data. There is a wealth of data already available in public databases, which makes the modern life sciences almost dependent on bioinformatics. This book brings together an international team of experts to discuss the state-of-the-art from several fields of bioinformatics, from the automatic identification and classification of viruses to the analysis of the transcriptome of single cells and plants, including artificial intelligence algorithms to discover biomarkers and text mining approaches to help in the interpretation of the findings. Machine learning, pattern discovery and analysis, error correction, Bayesian inference and novel computational techniques to discover chromosomal rearrangements continue to play crucial roles in biological discovery, and all of them are explored in chapters of this book. In sum, this book contains high-quality chapters that provide excellent views into key topics of current bioinformatics research, topics that should remain important for the next several years. English Bioinformatics. Text Mining Gene Selection; Biological Big Data; Single-Cell RNA Sequencing; Large-Scale Structural Rearrangements in Chromosomes; Machine Learning Approaches; Biomarker Discovery; Gene Expression Data; Bayesian Inference of Gene Expression; Error-Correction Methodologies; Genome Sequencing Data; Plant Transcriptome Assembly; Aligned Pattern Clustering System; Pattern Analysis; Hidden Markov Models; Viral Classification and Discovery; Pattern Discovery and Disentanglement; Aligned Pattern Cluster Analysis; Protein Binding Complexes Detection 0-645-00171-6 Nakaya, Helder I., editor. |
language |
English |
format |
eBook |
author2 |
Nakaya, Helder I., |
author_facet |
Nakaya, Helder I., |
author2_variant |
h i n hi hin h i n hi hin |
author2_role |
TeilnehmendeR |
title |
Bioinformatics / |
spellingShingle |
Bioinformatics / |
title_full |
Bioinformatics / edited by Helder I. Nakaya. |
title_fullStr |
Bioinformatics / edited by Helder I. Nakaya. |
title_full_unstemmed |
Bioinformatics / edited by Helder I. Nakaya. |
title_auth |
Bioinformatics / |
title_new |
Bioinformatics / |
title_sort |
bioinformatics / |
publisher |
Exon Publications Exon Publications, |
publishDate |
2021 |
physical |
1 online resource (xiii, 188 pages) : illustrations |
isbn |
0-645-00171-6 |
callnumber-first |
Q - Science |
callnumber-subject |
QH - Natural History and Biology |
callnumber-label |
QH324 |
callnumber-sort |
QH 3324.2 B565 42021 |
illustrated |
Illustrated |
dewey-hundreds |
500 - Science |
dewey-tens |
570 - Life sciences; biology |
dewey-ones |
570 - Life sciences; biology |
dewey-full |
570.285 |
dewey-sort |
3570.285 |
dewey-raw |
570.285 |
dewey-search |
570.285 |
work_keys_str_mv |
AT nakayahelderi bioinformatics |
status_str |
n |
ids_txt_mv |
(CKB)4100000012155977 (NjHacI)994100000012155977 (oapen)https://directory.doabooks.org/handle/20.500.12854/81836 (EXLCZ)994100000012155977 |
carrierType_str_mv |
cr |
is_hierarchy_title |
Bioinformatics / |
author2_original_writing_str_mv |
noLinkedField |
_version_ |
1802269366381707264 |
fullrecord |
<?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>02958nam a2200397 i 4500</leader><controlfield tag="001">993548509604498</controlfield><controlfield tag="005">20240618142405.0</controlfield><controlfield tag="006">m o d </controlfield><controlfield tag="007">cr#|||||||||||</controlfield><controlfield tag="008">221105s2021 qeaa ob 000 0 eng d</controlfield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(CKB)4100000012155977</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(NjHacI)994100000012155977</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(oapen)https://directory.doabooks.org/handle/20.500.12854/81836</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(EXLCZ)994100000012155977</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">NjHacI</subfield><subfield code="b">eng</subfield><subfield code="e">rda</subfield><subfield code="c">NjHacl</subfield></datafield><datafield tag="041" ind1="0" ind2=" "><subfield code="a">eng</subfield></datafield><datafield tag="050" ind1=" " ind2="4"><subfield code="a">QH324.2</subfield><subfield code="b">.B565 2021</subfield></datafield><datafield tag="082" ind1="0" ind2="4"><subfield code="a">570.285</subfield><subfield code="2">23</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Nakaya, Helder I</subfield><subfield code="4">edt</subfield></datafield><datafield tag="245" ind1="0" ind2="0"><subfield code="a">Bioinformatics /</subfield><subfield code="c">edited by Helder I. Nakaya.</subfield></datafield><datafield tag="260" ind1=" " ind2=" "><subfield code="a">Australia</subfield><subfield code="b">Exon Publications</subfield><subfield code="c">2021</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">Brisbane, AU :</subfield><subfield code="b">Exon Publications,</subfield><subfield code="c">[2021]</subfield></datafield><datafield tag="264" ind1=" " ind2="4"><subfield code="c">©2021</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">1 online resource (xiii, 188 pages) :</subfield><subfield code="b">illustrations</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="a">text</subfield><subfield code="b">txt</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="a">computer</subfield><subfield code="b">c</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="a">online resource</subfield><subfield code="b">cr</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="588" ind1=" " ind2=" "><subfield code="a">Description based on: online resource; title from PDF information screen (NCBI, viewed November 05, 2022).</subfield></datafield><datafield tag="504" ind1=" " ind2=" "><subfield code="a">Includes bibliographical references.</subfield></datafield><datafield tag="506" ind1=" " ind2=" "><subfield code="a">Open access</subfield><subfield code="f">Unrestricted online access</subfield><subfield code="2">star</subfield></datafield><datafield tag="520" ind1=" " ind2=" "><subfield code="a">Today, a single laboratory can generate a vast amount of biological data. There is a wealth of data already available in public databases, which makes the modern life sciences almost dependent on bioinformatics. This book brings together an international team of experts to discuss the state-of-the-art from several fields of bioinformatics, from the automatic identification and classification of viruses to the analysis of the transcriptome of single cells and plants, including artificial intelligence algorithms to discover biomarkers and text mining approaches to help in the interpretation of the findings. Machine learning, pattern discovery and analysis, error correction, Bayesian inference and novel computational techniques to discover chromosomal rearrangements continue to play crucial roles in biological discovery, and all of them are explored in chapters of this book. In sum, this book contains high-quality chapters that provide excellent views into key topics of current bioinformatics research, topics that should remain important for the next several years.</subfield></datafield><datafield tag="546" ind1=" " ind2=" "><subfield code="a">English</subfield></datafield><datafield tag="650" ind1=" " ind2="0"><subfield code="a">Bioinformatics.</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Text Mining Gene Selection; Biological Big Data; Single-Cell RNA Sequencing; Large-Scale Structural Rearrangements in Chromosomes; Machine Learning Approaches; Biomarker Discovery; Gene Expression Data; Bayesian Inference of Gene Expression; Error-Correction Methodologies; Genome Sequencing Data; Plant Transcriptome Assembly; Aligned Pattern Clustering System; Pattern Analysis; Hidden Markov Models; Viral Classification and Discovery; Pattern Discovery and Disentanglement; Aligned Pattern Cluster Analysis; Protein Binding Complexes Detection</subfield></datafield><datafield tag="776" ind1=" " ind2=" "><subfield code="z">0-645-00171-6</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Nakaya, Helder I.,</subfield><subfield code="e">editor.</subfield></datafield><datafield tag="906" ind1=" " ind2=" "><subfield code="a">BOOK</subfield></datafield><datafield tag="ADM" ind1=" " ind2=" "><subfield code="b">2024-06-19 06:42:29 Europe/Vienna</subfield><subfield code="f">system</subfield><subfield code="c">marc21</subfield><subfield code="a">2021-12-11 21:44:03 Europe/Vienna</subfield><subfield code="g">false</subfield></datafield><datafield tag="AVE" ind1=" " ind2=" "><subfield code="i">DOAB Directory of Open Access Books</subfield><subfield code="P">DOAB Directory of Open Access Books</subfield><subfield code="x">https://eu02.alma.exlibrisgroup.com/view/uresolver/43ACC_OEAW/openurl?u.ignore_date_coverage=true&portfolio_pid=5338835470004498&Force_direct=true</subfield><subfield code="Z">5338835470004498</subfield><subfield code="b">Available</subfield><subfield code="8">5338835470004498</subfield></datafield></record></collection> |