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Home > Handbook of Big Data Analytics > Cognitive Data Analysis for Big Data
Handbook of Big Data Analytics |
Wolfgang Karl Härdle; Henry Horng-Shing Lu; Xiaotong Shen
Springer International Publishing
Handbook of Big Data Analytics
Cognitive Data Analysis for Big Data
Authors

Jing Shyr; Jane Chu; Mike Woods

ARI Id

1665131665621_4967465

Access

Not Available Free

Pages

23-47

DOI

10.1007/978-3-319-18284-1_2

Chapter URL

https://rd.springer.com/chapter/10.1007/978-3-319-18284-1_2

Table of Contents of Book
Showing 1 to 20 of 26 entries
Chapters/HeadingsAuthor(s)PagesInfo
Front Matter
i-viii
Front Matter
1-1
Statistics, Statisticians, and the Internet of Things
John M. Jordan; Dennis K. J. Lin
3-21
Cognitive Data Analysis for Big Data
Jing Shyr; Jane Chu; Mike Woods
23-47
Front Matter
49-49
Statistical Leveraging Methods in Big Data
Xinlian Zhang; Rui Xie; Ping Ma
51-74
Scattered Data and Aggregated Inference
Xiaoming Huo; Cheng Huang; Xuelei Sherry Ni
75-102
Nonparametric Methods for Big Data Analytics
Hao Helen Zhang
103-124
Finding Patterns in Time Series
James E. Gentle; Seunghye J. Wilson
125-150
Variational Bayes for Hierarchical Mixture Models
Muting Wan; James G. Booth; Martin T. Wells
151-201
Hypothesis Testing for High-Dimensional Data
Wei Biao Wu; Zhipeng Lou; Yuefeng Han
203-224
High-Dimensional Classification
Hui Zou
225-261
Analysis of High-Dimensional Regression Models Using Orthogonal Greedy Algorithms
Hsiang-Ling Hsu; Ching-Kang Ing; Tze Leung Lai
263-283
Semi-supervised Smoothing for Large Data Problems
Mark Vere Culp; Kenneth Joseph Ryan; George Michailidis
285-299
Inverse Modeling: A Strategy to Cope with Non-linearity
Qian Lin; Yang Li; Jun S. Liu
301-323
Sufficient Dimension Reduction for Tensor Data
Yiwen Liu; Xin Xing; Wenxuan Zhong
325-338
Compressive Sensing and Sparse Coding
Kevin Chen; H. T. Kung
339-350
Bridging Density Functional Theory and Big Data Analytics with Applications
Chien-Chang Chen; Hung-Hui Juan; Meng-Yuan Tsai; Henry Horng-Shing Lu
351-374
Front Matter
375-375
Q3-D3-LSA: D3. js and Generalized Vector Space Models for Statistical Computing
Lukas Borke; Wolfgang K. Härdle
377-424
Chapters/HeadingsAuthor(s)PagesInfo
Showing 1 to 20 of 26 entries
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