Practical Text Mining and Statistical Analysis for Non structured Text Data Applications

Written By Gary Miner
Practical Text Mining and Statistical Analysis for Non structured Text Data Applications
  • Publsiher : Academic Press
  • Release : 14 April 2021
  • ISBN : 012386979X
  • Pages : 1053 pages
  • Rating : /5 from reviews
GET THIS BOOKPractical Text Mining and Statistical Analysis for Non structured Text Data Applications


Download or read book entitled Practical Text Mining and Statistical Analysis for Non structured Text Data Applications by author: Gary Miner which was release on 14 April 2021 and published by Academic Press with total page 1053 pages . This book available in PDF, EPUB and Kindle Format. The world contains an unimaginably vast amount of digital information which is getting ever vaster ever more rapidly. This makes it possible to do many things that previously could not be done: spot business trends, prevent diseases, combat crime and so on. Managed well, the textual data can be used to unlock new sources of economic value, provide fresh insights into science and hold governments to account. As the Internet expands and our natural capacity to process the unstructured text that it contains diminishes, the value of text mining for information retrieval and search will increase dramatically. This comprehensive professional reference brings together all the information, tools and methods a professional will need to efficiently use text mining applications and statistical analysis. The Handbook of Practical Text Mining and Statistical Analysis for Non-structured Text Data Applications presents a comprehensive how- to reference that shows the user how to conduct text mining and statistically analyze results. In addition to providing an in-depth examination of core text mining and link detection tools, methods and operations, the book examines advanced preprocessing techniques, knowledge representation considerations, and visualization approaches. Finally, the book explores current real-world, mission-critical applications of text mining and link detection using real world example tutorials in such varied fields as corporate, finance, business intelligence, genomics research, and counterterrorism activities. -Extensive case studies, most in a tutorial format, allow the reader to 'click through' the example using a software program, thus learning to conduct text mining analyses in the most rapid manner of learning possible -Numerous examples, tutorials, power points and datasets available via companion website on Elsevierdirect.com -Glossary of text mining terms provided in the appendix

Practical Text Mining and Statistical Analysis for Non structured Text Data Applications

Practical Text Mining and Statistical Analysis for Non structured Text Data Applications
  • Author : Gary Miner
  • Publisher : Academic Press
  • Release Date : 2012
  • Total pages : 1053
  • ISBN : 012386979X
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Summary : The world contains an unimaginably vast amount of digital information which is getting ever vaster ever more rapidly. This makes it possible to do many things that previously could not be done: spot business trends, prevent diseases, combat crime and so on. Managed well, the textual data can be used ...

Handbook of Statistical Analysis and Data Mining Applications

Handbook of Statistical Analysis and Data Mining Applications
  • Author : Robert Nisbet,Gary Miner,Ken Yale
  • Publisher : Elsevier
  • Release Date : 2017-11-09
  • Total pages : 822
  • ISBN : 012386979X
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Summary : Handbook of Statistical Analysis and Data Mining Applications, Second Edition, is a comprehensive professional reference book that guides business analysts, scientists, engineers and researchers, both academic and industrial, through all stages of data analysis, model building and implementation. The handbook helps users discern technical and business problems, understand the strengths ...

Text Mining and Analysis

Text Mining and Analysis
  • Author : Dr. Goutam Chakraborty,Murali Pagolu,Satish Garla
  • Publisher : SAS Institute
  • Release Date : 2014-11-22
  • Total pages : 340
  • ISBN : 012386979X
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Summary : Big data: It's unstructured, it's coming at you fast, and there's lots of it. In fact, the majority of big data is text-oriented, thanks to the proliferation of online sources such as blogs, emails, and social media. However, having big data means little if you can't leverage it with analytics. ...

Practical Predictive Analytics and Decisioning Systems for Medicine

Practical Predictive Analytics and Decisioning Systems for Medicine
  • Author : Linda Miner,Pat Bolding,Joseph Hilbe,Mitchell Goldstein,Thomas Hill,Robert Nisbet,Nephi Walton,Gary Miner
  • Publisher : Academic Press
  • Release Date : 2014-09-27
  • Total pages : 1110
  • ISBN : 012386979X
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Summary : With the advent of electronic medical records years ago and the increasing capabilities of computers, our healthcare systems are sitting on growing mountains of data. Not only does the data grow from patient volume but the type of data we store is also growing exponentially. Practical Predictive Analytics and Decisioning ...

8th International Conference on Practical Applications of Computational Biology Bioinformatics PACBB 2014

8th International Conference on Practical Applications of Computational Biology   Bioinformatics  PACBB 2014
  • Author : Julio Saez-Rodriguez,Miguel P. Rocha,Florentino Fdez-Riverola,Juan F. De Paz Santana
  • Publisher : Springer
  • Release Date : 2014-05-21
  • Total pages : 294
  • ISBN : 012386979X
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Summary : Biological and biomedical research are increasingly driven by experimental techniques that challenge our ability to analyse, process and extract meaningful knowledge from the underlying data. The impressive capabilities of next generation sequencing technologies, together with novel and ever evolving distinct types of omics data technologies, have put an increasingly complex ...

Computational Intelligence Applications in Business Intelligence and Big Data Analytics

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  • Author : Vijayan Sugumaran,Arun Kumar Sangaiah,Arunkumar Thangavelu
  • Publisher : CRC Press
  • Release Date : 2017-06-26
  • Total pages : 362
  • ISBN : 012386979X
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Summary : There are a number of books on computational intelligence (CI), but they tend to cover a broad range of CI paradigms and algorithms rather than provide an in-depth exploration in learning and adaptive mechanisms. This book sets its focus on CI based architectures, modeling, case studies and applications in big ...

Text Mining with Machine Learning

Text Mining with Machine Learning
  • Author : Jan Žižka,František Dařena,Arnošt Svoboda
  • Publisher : CRC Press
  • Release Date : 2019-10-31
  • Total pages : 352
  • ISBN : 012386979X
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Summary : This book provides a perspective on the application of machine learning-based methods in knowledge discovery from natural languages texts. By analysing various data sets, conclusions which are not normally evident, emerge and can be used for various purposes and applications. The book provides explanations of principles of time-proven machine learning ...

Real World Data Mining

Real World Data Mining
  • Author : Dursun Delen
  • Publisher : FT Press
  • Release Date : 2014-12-16
  • Total pages : 288
  • ISBN : 012386979X
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Summary : Use the latest data mining best practices to enable timely, actionable, evidence-based decision making throughout your organization! Real-World Data Mining demystifies current best practices, showing how to use data mining to uncover hidden patterns and correlations, and leverage these to improve all aspects of business performance. Drawing on extensive experience ...

Practical Text Analytics

Practical Text Analytics
  • Author : Steven Struhl
  • Publisher : Kogan Page Publishers
  • Release Date : 2015-07-03
  • Total pages : 272
  • ISBN : 012386979X
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Summary : In an age where customer opinion and feedback can have an immediate, major effect upon the success of a business or organization, marketers must have the ability to analyze unstructured data in everything from social media and internet reviews to customer surveys and phone logs. Practical Text Analytics is an ...

Text Data Management and Analysis

Text Data Management and Analysis
  • Author : ChengXiang Zhai,Sean Massung
  • Publisher : Morgan & Claypool
  • Release Date : 2016-06-30
  • Total pages : 530
  • ISBN : 012386979X
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Summary : Recent years have seen a dramatic growth of natural language text data, including web pages, news articles, scientific literature, emails, enterprise documents, and social media such as blog articles, forum posts, product reviews, and tweets. This has led to an increasing demand for powerful software tools to help people analyze ...

HEALTHCARE s OUT SICK PREDICTING A CURE Solutions that WORK

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  • Author : Gary D. Miner,Linda Miner,Darrell L. Dean
  • Publisher : CRC Press
  • Release Date : 2019-01-04
  • Total pages : 280
  • ISBN : 012386979X
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Summary : The U.S. healthcare system is in "complete chaos-disarray." Medical costs have increased significantly over the past 6 years with 70% increase for deductibles and 24% or more for health insurance premiums. All the while, workers earnings have either not increased or if they did, the pay raises were for less than the ...

Text Mining and Analysis

Text Mining and Analysis
  • Author : Goutam Chakraborty,Murali Pagolu,Satish Garla
  • Publisher : SAS Institute
  • Release Date : 2013-10
  • Total pages : 320
  • ISBN : 012386979X
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Summary : Big data: It's unstructured, it's coming at you fast, and there's lots of it. In fact, the majority of big data is text-oriented, thanks to the proliferation of online sources such as blogs, emails, and social media. However, having big data means little if you can't leverage it with analytics. ...

Fundamentals of Predictive Text Mining

Fundamentals of Predictive Text Mining
  • Author : Sholom M. Weiss,Nitin Indurkhya,Tong Zhang
  • Publisher : Springer Science & Business Media
  • Release Date : 2010-06-14
  • Total pages : 226
  • ISBN : 012386979X
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Summary : One consequence of the pervasive use of computers is that most documents originate in digital form. Widespread use of the Internet makes them readily available. Text mining – the process of analyzing unstructured natural-language text – is concerned with how to extract information from these documents. Developed from the authors’ highly successful ...

Mastering Text Mining with R

Mastering Text Mining with R
  • Author : Ashish Kumar,Avinash Paul
  • Publisher : Packt Publishing Ltd
  • Release Date : 2016-12-28
  • Total pages : 258
  • ISBN : 012386979X
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Summary : Master text-taming techniques and build effective text-processing applications with R About This Book Develop all the relevant skills for building text-mining apps with R with this easy-to-follow guide Gain in-depth understanding of the text mining process with lucid implementation in the R language Example-rich guide that lets you gain high-quality ...

Text Mining Application Programming

Text Mining Application Programming
  • Author : Manu Konchady
  • Publisher : Unknown
  • Release Date : 2006
  • Total pages : 412
  • ISBN : 012386979X
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Summary : Text Mining Application Programming teaches software developers how to mine the vast amounts of information available on the Web, internal networks, and desktop files and turn it into usable data. The book helps developers understand the problems associated with managing unstructured text, and explains how to build your own mining ...