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ISBN
| 9781071620946 | |
DDC
| 006 | |
Tác giả CN
| Carugo, Oliviero | |
Nhan đề
| Data Mining Techniques for the Life Sciences / Oliviero Carugo, Frank Eisenhaber | |
Lần xuất bản
| 3rd ed | |
Thông tin xuất bản
| NJ : Humana, 2022 | |
Mô tả vật lý
| 403 p. : illustration ; 24 cm. | |
Tóm tắt
| This third edition details new and updated methods and protocols on important databases and data mining tools. Chapters guides readers through archives of macromolecular sequences and three-dimensional structures, databases of protein-protein interactions, methods for prediction conformational disorder, mutant thermodynamic stability, aggregation, and drug response. Quality of structural data and their release, soft mechanics applications in biology, and protein flexibility are considered, too, together with pan-genome analyses, rational drug combination screening and Omics Deep Mining. Written in the format of the highly successful Methods in Molecular Biology series, each chapter includes an introduction to the topic, lists necessary materials, includes step-by-step, readily reproducible protocols. | |
Từ khóa tự do
| Khai thác dữ liệu khoa học | |
Từ khóa tự do
| Data Mining | |
Từ khóa tự do
| Life Sciences | |
Khoa
| Khoa Công nghệ Thông tin | |
Tác giả(bs) CN
| Eisenhaber, Frank | |
Địa chỉ
| 300Q12_Kho Mượn_1A(1): M003639 |
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| 009 | 1 0 |
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| 020 | |a9781071620946|c000 |
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| 044 | |anju |
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| 082 | |a006|bC3297|223 |
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| 100 | |aCarugo, Oliviero |
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| 245 | |aData Mining Techniques for the Life Sciences / |cOliviero Carugo, Frank Eisenhaber |
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| 250 | |a3rd ed |
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| 260 | |aNJ : |bHumana, |c2022 |
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| 300 | |a403 p. : |billustration ; |c24 cm. |
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| 520 | |aThis third edition details new and updated methods and protocols on important databases and data mining tools. Chapters guides readers through archives of macromolecular sequences and three-dimensional structures, databases of protein-protein interactions, methods for prediction conformational disorder, mutant thermodynamic stability, aggregation, and drug response. Quality of structural data and their release, soft mechanics applications in biology, and protein flexibility are considered, too, together with pan-genome analyses, rational drug combination screening and Omics Deep Mining. Written in the format of the highly successful Methods in Molecular Biology series, each chapter includes an introduction to the topic, lists necessary materials, includes step-by-step, readily reproducible protocols. |
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| 653 | |aKhai thác dữ liệu khoa học |
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| 653 | |aData Mining |
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| 653 | |aLife Sciences |
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| 690 | |aKhoa Công nghệ Thông tin |
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| 691 | |aCông nghệ thông tin |
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| 700 | |aEisenhaber, Frank |
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| 852 | |a300|bQ12_Kho Mượn_1A|j(1): M003639 |
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