Big Data Analytics in Bioinformatics and Healthcare

Written By Wang, Baoying
Big Data Analytics in Bioinformatics and Healthcare
  • Publsiher : IGI Global
  • Release : 31 October 2014
  • ISBN : 1466666129
  • Pages : 528 pages
  • Rating : /5 from reviews
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Download or read book entitled Big Data Analytics in Bioinformatics and Healthcare by author: Wang, Baoying which was release on 31 October 2014 and published by IGI Global with total page 528 pages . This book available in PDF, EPUB and Kindle Format. As technology evolves and electronic data becomes more complex, digital medical record management and analysis becomes a challenge. In order to discover patterns and make relevant predictions based on large data sets, researchers and medical professionals must find new methods to analyze and extract relevant health information. Big Data Analytics in Bioinformatics and Healthcare merges the fields of biology, technology, and medicine in order to present a comprehensive study on the emerging information processing applications necessary in the field of electronic medical record management. Complete with interdisciplinary research resources, this publication is an essential reference source for researchers, practitioners, and students interested in the fields of biological computation, database management, and health information technology, with a special focus on the methodologies and tools to manage massive and complex electronic information.

Big Data Analytics in Bioinformatics and Healthcare

Big Data Analytics in Bioinformatics and Healthcare
  • Author : Wang, Baoying
  • Publisher : IGI Global
  • Release Date : 2014-10-31
  • Total pages : 528
  • ISBN : 1466666129
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Summary : As technology evolves and electronic data becomes more complex, digital medical record management and analysis becomes a challenge. In order to discover patterns and make relevant predictions based on large data sets, researchers and medical professionals must find new methods to analyze and extract relevant health information. Big Data Analytics ...

Big Data Analytics Methods

Big Data Analytics Methods
  • Author : Peter Ghavami
  • Publisher : Walter de Gruyter GmbH & Co KG
  • Release Date : 2019-12-16
  • Total pages : 254
  • ISBN : 1466666129
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Summary : Big Data Analytics Methods unveils secrets to advanced analytics techniques ranging from machine learning, random forest classifiers, predictive modeling, cluster analysis, natural language processing (NLP), Kalman filtering and ensembles of models for optimal accuracy of analysis and prediction. More than 100 analytics techniques and methods provide big data professionals, business intelligence ...

Big Data Analytics with Vehicle Data

Big Data Analytics with Vehicle Data
  • Author : Ashok Singamaneni
  • Publisher : Unknown
  • Release Date : 2016
  • Total pages : 27
  • ISBN : 1466666129
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Summary : Many companies have invested a lot over the past decade just to collect the data and store them in a cloud. However collection of such large amount of data will be justified only when there are some useful insights drawn from them. There is a lot of data collected from ...

Big Data Analytics

Big Data Analytics
  • Author : Venkat Ankam
  • Publisher : Packt Publishing Ltd
  • Release Date : 2016-09-28
  • Total pages : 326
  • ISBN : 1466666129
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Summary : A handy reference guide for data analysts and data scientists to help to obtain value from big data analytics using Spark on Hadoop clusters About This Book This book is based on the latest 2.0 version of Apache Spark and 2.7 version of Hadoop integrated with most commonly used tools. Learn all ...

BIG DATA ANALYTICS

BIG DATA ANALYTICS
  • Author : Raj Kamal,Preeti Saxena
  • Publisher : McGraw-Hill Education
  • Release Date : 2019-02-16
  • Total pages : 534
  • ISBN : 1466666129
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Summary : Big Data Analytics(BDA) is a rapidly evolving field that finds applications in many areas such as healthcare, medicine, advertising, marketing, and sales. This book dwells on all the aspects of Big Data Analytics and covers the subject in its entirety. It comprises several illustrations, sample codes, case studies and ...

Mathematical Foundations of Big Data Analytics

Mathematical Foundations of Big Data Analytics
  • Author : Vladimir Shikhman
  • Publisher : Springer Nature
  • Release Date : 2021-05-13
  • Total pages : 212
  • ISBN : 1466666129
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Summary : Read online Mathematical Foundations of Big Data Analytics written by Vladimir Shikhman, published by Springer Nature which was released on . Download full Mathematical Foundations of Big Data Analytics Books now! Available in PDF, ePub and Kindle....

Big Data Analytics

Big Data Analytics
  • Author : Mrutyunjaya Panda,Ajith Abraham,Aboul Ella Hassanien
  • Publisher : CRC Press
  • Release Date : 2018-12-12
  • Total pages : 316
  • ISBN : 1466666129
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Summary : Social networking has increased drastically in recent years, resulting in an increased amount of data being created daily. Furthermore, diversity of issues and complexity of the social networks pose a challenge in social network mining. Traditional algorithm software cannot deal with such complex and vast amounts of data, necessitating the ...

Scala Programming for Big Data Analytics

Scala Programming for Big Data Analytics
  • Author : Irfan Elahi
  • Publisher : Apress
  • Release Date : 2019-08-29
  • Total pages : 306
  • ISBN : 1466666129
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Summary : Gain the key language concepts and programming techniques of Scala in the context of big data analytics and Apache Spark. The book begins by introducing you to Scala and establishes a firm contextual understanding of why you should learn this language, how it stands in comparison to Java, and how ...

Cloud Computing for Geospatial Big Data Analytics

Cloud Computing for Geospatial Big Data Analytics
  • Author : Himansu Das,Rabindra K. Barik,Harishchandra Dubey,Diptendu Sinha Roy
  • Publisher : Springer
  • Release Date : 2018-12-11
  • Total pages : 289
  • ISBN : 1466666129
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Summary : This book introduces the latest research findings in cloud, edge, fog, and mist computing and their applications in various fields using geospatial data. It solves a number of problems of cloud computing and big data, such as scheduling, security issues using different techniques, which researchers from industry and academia have ...

Big Data Analytics

Big Data Analytics
  • Author : Anirban Mondal,Himanshu Gupta,Jaideep Srivastava,P. Krishna Reddy,D.V.L.N. Somayajulu
  • Publisher : Springer
  • Release Date : 2018-12-11
  • Total pages : 424
  • ISBN : 1466666129
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Summary : This book constitutes the refereed proceedings of the 6th International Conference on Big Data analytics, BDA 2018, held in Warangal, India, in December 2018. The 29 papers presented in this volume were carefully reviewed and selected from 93 submissions. The papers are organized in topical sections named: big data analytics: vision and perspectives; financial ...

Handbook of Big Data Analytics

Handbook of Big Data Analytics
  • Author : Wolfgang Karl Härdle,Henry Horng-Shing Lu,Xiaotong Shen
  • Publisher : Springer
  • Release Date : 2018-07-20
  • Total pages : 538
  • ISBN : 1466666129
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Summary : Addressing a broad range of big data analytics in cross-disciplinary applications, this essential handbook focuses on the statistical prospects offered by recent developments in this field. To do so, it covers statistical methods for high-dimensional problems, algorithmic designs, computation tools, analysis flows and the software-hardware co-designs that are needed to ...

Understanding Big Data Analytics for Enterprise Class Hadoop and Streaming Data

Understanding Big Data  Analytics for Enterprise Class Hadoop and Streaming Data
  • Author : Paul Zikopoulos,Chris Eaton
  • Publisher : McGraw Hill Professional
  • Release Date : 2011-10-22
  • Total pages : 176
  • ISBN : 1466666129
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Summary : Big Data represents a new era in data exploration and utilization, and IBM is uniquely positioned to help clients navigate this transformation. This book reveals how IBM is leveraging open source Big Data technology, infused with IBM technologies, to deliver a robust, secure, highly available, enterprise-class Big Data platform. The ...

Big Data Analytics with Hadoop 3

Big Data Analytics with Hadoop 3
  • Author : Sridhar Alla
  • Publisher : Packt Publishing Ltd
  • Release Date : 2018-05-31
  • Total pages : 482
  • ISBN : 1466666129
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Summary : Explore big data concepts, platforms, analytics, and their applications using the power of Hadoop 3 Key Features Learn Hadoop 3 to build effective big data analytics solutions on-premise and on cloud Integrate Hadoop with other big data tools such as R, Python, Apache Spark, and Apache Flink Exploit big data using Hadoop 3 ...

Big Data Analytics for Entrepreneurial Success

Big Data Analytics for Entrepreneurial Success
  • Author : Sedkaoui, Soraya
  • Publisher : IGI Global
  • Release Date : 2018-11-09
  • Total pages : 300
  • ISBN : 1466666129
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Summary : In a resolutely practical and data-driven project universe, the digital age changed the way data is collected, stored, analyzed, visualized and protected, transforming business opportunities and strategies. It is important for today’s organizations and entrepreneurs to implement a robust data strategy and industrialize a set of “data-driven” solutions to ...

Big Data Big Analytics

Big Data  Big Analytics
  • Author : Michael Minelli,Michele Chambers,Ambiga Dhiraj
  • Publisher : John Wiley & Sons
  • Release Date : 2013-01-22
  • Total pages : 224
  • ISBN : 1466666129
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Summary : Unique prospective on the big data analytics phenomenon for both business and IT professionals The availability of Big Data, low-cost commodity hardware and new information management and analytics software has produced a unique moment in the history of business. The convergence of these trends means that we have the capabilities ...