Big data analysis for bioinformatics and biomedical discoveries
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Boca Raton
Name of Publisher, Distributor, etc.
CRC Press/Taylor & Francis Group
Date of Publication, Distribution, etc.
2016
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
xix, 273 p.: illustrations ; 24 cm.
SERIES
Series Title
Chapman & Hall/CRC mathematical and computational biology series
GENERAL NOTES
Text of Note
"A Chapman & Hall book."
Text of Note
Includes bibliographical references and index
NOTES PERTAINING TO TITLE AND STATEMENT OF RESPONSIBILITY
Text of Note
edited by Shui Qing Ye
CONTENTS NOTE
Text of Note
Linux for big data analysis/ Shui Qing Ye and Ding-You Li -- Pythong for big data analysis/ Dmitry N. Grigoryev -- R for big data analysis/ Stephen D. Simon -- Genome-Seq data analysis/ Min Xiong, Li Qin Zhang, and Shui Qing Ye -- RNA-seq data analysis/ Li Qin Zhang, Min Xiong, Daniel P. Heruth, and Shui Qing Ye -- Microbiome-seq data analysis/ Daniel P. Heruth, Min Xiong, and Xun Jiang -- miRNA-seq data analysis/ Daniel P. Heruth, Min Xiong, and Guang-Liand Bi -- Methylome-seq data analysis/ Chengpeng Bi -- ChIP-seq data analysis/ Shui Qing Ye, Li Qin Zhang, and Jiancheng Tu -- Integrating omics data in big data analysis/ Li Qin Zhang, Daniel P. Heruth, and Shui Qing Ye -- Pharmacogenetics and genomics/ Andrea Gaedigk, Katrin Sangkuhl, and Larisa H. Cavallari -- Exploring de-identified electronic health record data with i2b2/ Mark Hoffman -- Big data and drug discovery/ Gerald J. Wyckoff and D. Andrew Skaff -- Literature-based knowledge discovery/ Hongfanf Liu and Majid Rastegar-Mojarad -- Mitigating high dimensionality in big data/ Deendayal Dinakarpandian