| 000 | 02689cam a22005778i 4500 | ||
|---|---|---|---|
| 001 | 9780429322655 | ||
| 003 | FlBoTFG | ||
| 005 | 20220711212735.0 | ||
| 006 | m o d | ||
| 007 | cr ||||||||||| | ||
| 008 | 210515s2022 flu ob 001 0 eng | ||
| 040 |
_aOCoLC-P _beng _erda _cOCoLC-P |
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| 020 |
_a9780429322655 _q(ebook) |
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| 020 | _a0429322658 | ||
| 020 |
_a9781000425734 _q(electronic bk. : PDF) |
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| 020 |
_a1000425738 _q(electronic bk. : PDF) |
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| 020 |
_a9781000425758 _q(electronic bk. : EPUB) |
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| 020 |
_a1000425754 _q(electronic bk. : EPUB) |
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| 020 |
_z9780367338893 _q(hardback) |
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| 020 |
_z9781032055756 _q(paperback) |
||
| 035 | _a(OCoLC)1253442279 | ||
| 035 | _a(OCoLC-P)1253442279 | ||
| 050 | 0 | 0 | _aQH450 |
| 072 | 7 |
_aCOM _x000000 _2bisacsh |
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_aCOM _x014000 _2bisacsh |
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_aCOM _x082000 _2bisacsh |
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| 072 | 7 |
_aUB _2bicssc |
|
| 082 | 0 | 0 |
_a572.8/65 _223 |
| 100 | 1 |
_aBarah, Pankaj, _eauthor. _919267 |
|
| 245 | 1 | 0 |
_aGene expression data analysis : _ba statistical and machine learning perspective / _cPankaj Barah, Dhruba Kumar Bhattacharyya, Jugal Kumar Kalita. |
| 250 | _aFirst edition. | ||
| 264 | 1 |
_aBoca Raton : _bChapman & Hall/CRC Press, _c2022. |
|
| 300 | _a1 online resource | ||
| 336 |
_atext _btxt _2rdacontent |
||
| 337 |
_acomputer _bc _2rdamedia |
||
| 338 |
_aonline resource _bcr _2rdacarrier |
||
| 505 | 0 | _aInformation flow in biological systems -- Gene expression data generation -- Statistical foundations and machine learning -- Coexpression analysis -- Differential expression analysis -- Tools and systems -- Concluding remarks and research challenges. | |
| 520 |
_a"The book introduces phenomenal growth of data generated by increasing numbers of genome sequencing projects and other throughput technology-led experimental efforts. It provides information about various sources of gene expression data, and pre-processing, analysis, and validation of such data"-- _cProvided by publisher. |
||
| 588 | _aOCLC-licensed vendor bibliographic record. | ||
| 650 | 0 |
_aGene expression _xStatistical methods. _919268 |
|
| 650 | 0 |
_aGene expression _xData processing. _919269 |
|
| 650 | 0 |
_aMachine learning. _91831 |
|
| 650 | 7 |
_aCOMPUTERS / General _2bisacsh _95150 |
|
| 650 | 7 |
_aCOMPUTERS / Computer Science _2bisacsh _919270 |
|
| 650 | 7 |
_aCOMPUTERS / Bioinformatics _2bisacsh _916044 |
|
| 700 | 1 |
_aBhattacharyya, Dhruba K., _eauthor. _919271 |
|
| 700 | 1 |
_aKalita, Jugal Kumar, _eauthor. _919272 |
|
| 856 | 4 | 0 |
_3Taylor & Francis _uhttps://www.taylorfrancis.com/books/9780429322655 |
| 856 | 4 | 2 |
_3OCLC metadata license agreement _uhttp://www.oclc.org/content/dam/oclc/forms/terms/vbrl-201703.pdf |
| 942 | _cEBK | ||
| 999 |
_c72060 _d72060 |
||