【大数据分析：方法与应用】 Big Data Analytics: Methods and Applications (2016)

相似文件 换一批

是 否 +2 论坛币

k人 参与回答

经管之家送您一份

应届毕业生专属福利!

求职就业群

赵安豆老师微信：zhaoandou666

经管之家联合CDA

送您一个全额奖学金名额~ !

立即领取

感谢您参与论坛问题回答

经管之家送您两个论坛币！

+2 论坛币

Big Data Analytics
Methods and Applications

Editors: Saumyadipta Pyne, B.L.S. Prakasa Rao, S.B. Rao



Introduces new computational methods and key applications due to known international researchers and labs

Provides different application areas in Big Data applications such as management, Internet of Things, genomics and healthcare

Discusses some of the latest efforts in data standards and bench-marking of systems for Big Data

This book has a collection of articles written by Big Data experts to describe some of the cutting-edge methods and applications from their respective areas of interest, and provides the reader with a detailed overview of the field of Big Data Analytics as it is practiced today. The chapters cover technical aspects of key areas that generate and use Big Data such as management and finance; medicine and healthcare; genome, cytome and microbiome;  graphs and networks; Internet of Things; Big Data standards; bench-marking of systems; and others. In addition to different applications, key algorithmic approaches such as graph partitioning, clustering and finite mixture modelling of high-dimensional data are also covered. The varied collection of themes in this volume introduces the reader to the richness of the emerging field of Big Data Analytics.

Table of contents

Front Matter

Big Data Analytics: Views from Statistical and Computational Perspectives

Massive Data Analysis: Tasks, Tools, Applications, and Challenges

Statistical Challenges with Big Data in Management Science

Application of Mixture Models to Large Datasets

An Efficient Partition-Repetition Approach in Clustering of Big Data

Online Graph Partitioning with an Affine Message Combining Cost Function

Big Data Analytics Platforms for Real-Time Applications in IoT

Complex Event Processing in Big Data Systems

Unwanted Traffic Identification in Large-Scale University Networks: A Case Study

Application-Level Benchmarking of Big Data Systems

Managing Large-Scale Standardized Electronic Health Records

Microbiome Data Mining for Microbial Interactions and Relationships

A Nonlinear Technique for Analysis of Big Data in Neuroscience

Big Data and Cancer Research

原版 PDF + EPUB:

本帖隐藏的内容

原版 PDF:
Big Data Analytics_Methods and Applications.pdf (7.33 MB, 需要: 20 个论坛币)

2016-11-22 05:44:38 上传

需要: 20 个论坛币  [购买]

EPUB:
Big Data Analytics_Methods and Applications.epub (3.38 MB, 需要: 20 个论坛币)

2016-11-22 05:44:59 上传

需要: 20 个论坛币  [购买]

PDF + EPUB 压缩包：
Big Data Analytics_Methods and Applications.zip (9.01 MB, 需要: 40 个论坛币) 本附件包括：

• Big Data Analytics_Methods and Applications.pdf
• Big Data Analytics_Methods and Applications.epub

2016-11-22 05:45:37 上传

需要: 40 个论坛币  [购买]

  如果你喜欢我分享的书籍，请关注我：
https://bbs.pinggu.org/z_guanzhu.php?action=add&fuid=5975757

订阅我的文库：

【金融 + 经济 + 商学 + 国际政治】
https://bbs.pinggu.org/forum.php?mod=collection&action=view&ctid=3257

【数学 + 统计 + 计算机编程】
https://bbs.pinggu.org/forum.php?mod=collection&action=view&ctid=3258

【历史 + 心理学 + 社会自然科学】
https://bbs.pinggu.org/forum.php?mod=collection&action=view&ctid=3259

扫码加我 拉你入群

请注明：姓名-公司-职位

以便审核进群资格，未注明则拒绝

分享1 收藏25 回帖

关键词：Applications Application Analytics Big data Analytic

cmwei333 发表于 2016-11-22 05:46
Big Data Analytics
Methods and Applications

谢谢你

不错，谢谢分享

wonderful

感谢~好东西

谢谢分享楼主威武楼主万岁

......

谢谢          好好好

发发发发发发方法