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 : 25 January 2012
  • ISBN : 0123870119
  • Pages : 1000 pages
  • Rating : 4/5 from 21 reviews
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Read or download book entitled Practical Text Mining and Statistical Analysis for Non structured Text Data Applications written by Gary Miner which was release on 25 January 2012, this book published by Academic Press. Available in PDF, EPUB and Kindle Format. Book excerpt: Practical Text Mining and Statistical Analysis for Non-structured Text Data Applications brings together all the information, tools and methods a professional will need to efficiently use text mining applications and statistical analysis. Winner of a 2012 PROSE Award in Computing and Information Sciences from the Association of American Publishers, this book 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. 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. 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,John Elder IV,Andrew Fast,Thomas Hill,Robert Nisbet,Dursun Delen
  • Publisher : Academic Press
  • Release Date : 2012-01-25
  • Total pages : 1000
  • ISBN : 0123870119
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Summary : Practical Text Mining and Statistical Analysis for Non-structured Text Data Applications brings together all the information, tools and methods a professional will need to efficiently use text mining applications and statistical analysis. Winner of a 2012 PROSE Award in Computing and Information Sciences from the Association of American Publishers, this book ...

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 : Anonim
  • Publisher : Unknown
  • Release Date : 2012
  • Total pages : 1053
  • ISBN : 0123870119
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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 : 0123870119
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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 ...

Handbook of Statistical Analysis and Data Mining Applications

Handbook of Statistical Analysis and Data Mining Applications
  • Author : Robert Nisbet,John Fletcher Elder,Gary Miner
  • Publisher : Academic Press
  • Release Date : 2009
  • Total pages : 824
  • ISBN : 0123870119
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Summary : This comprehensive professional reference for scientists, engineers, and researchers brings together in a single resource all the information a beginner will need to rapidly learn how to conduct data mining and the statistical analysis required to interpret the data once mined. A glossary of data mining terms provided in the ...

Real World Data Mining

Real World Data Mining
  • Author : Dursun Delen
  • Publisher : FT Press
  • Release Date : 2014-12-16
  • Total pages : 288
  • ISBN : 0123870119
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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 : Murugan Anandarajan,Chelsey Hill,Thomas Nolan
  • Publisher : Springer
  • Release Date : 2018-10-19
  • Total pages : 285
  • ISBN : 0123870119
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Summary : This book introduces text analytics as a valuable method for deriving insights from text data. Unlike other text analytics publications, Practical Text Analytics: Maximizing the Value of Text Data makes technical concepts accessible to those without extensive experience in the field. Using text analytics, organizations can derive insights from content ...

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 : 0123870119
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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 ...

Text Mining and Visualization

Text Mining and Visualization
  • Author : Markus Hofmann,Andrew Chisholm
  • Publisher : CRC Press
  • Release Date : 2016-01-05
  • Total pages : 337
  • ISBN : 0123870119
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Summary : Text Mining and Visualization: Case Studies Using Open-Source Tools provides an introduction to text mining using some of the most popular and powerful open-source tools: KNIME, RapidMiner, Weka, R, and Python. The contributors-all highly experienced with text mining and open-source software-explain how text data are gathered and processed from a ...

Practical Text Analytics

Practical Text Analytics
  • Author : Steven Struhl
  • Publisher : Kogan Page Publishers
  • Release Date : 2015-07-03
  • Total pages : 272
  • ISBN : 0123870119
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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 ...

Recent Studies on Risk Analysis and Statistical Modeling

Recent Studies on Risk Analysis and Statistical Modeling
  • Author : Teresa A. Oliveira,Christos P. Kitsos,Amílcar Oliveira,Luís Grilo
  • Publisher : Springer
  • Release Date : 2018-08-22
  • Total pages : 375
  • ISBN : 0123870119
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Summary : This book provides an overview of the latest developments in the field of risk analysis (RA). Statistical methodologies have long-since been employed as crucial decision support tools in RA. Thus, in the context of this new century, characterized by a variety of daily risks - from security to health risks ...

11th International Conference on Practical Applications of Computational Biology Bioinformatics

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  • Author : Florentino Fdez-Riverola,Mohd Saberi Mohamad,Miguel Rocha,Juan F. De Paz,Tiago Pinto
  • Publisher : Springer
  • Release Date : 2017-06-19
  • Total pages : 330
  • ISBN : 0123870119
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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 constantly evolving, distinct types of omics data technologies, have created an increasingly complex set ...

Practical Chemoinformatics

Practical Chemoinformatics
  • Author : Muthukumarasamy Karthikeyan,Renu Vyas
  • Publisher : Springer
  • Release Date : 2014-05-06
  • Total pages : 533
  • ISBN : 0123870119
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Summary : Chemoinformatics is equipped to impact our life in a big way mainly in the fields of chemical, medical and material sciences. This book is a product of several years of experience and passion for the subject written in a simple lucid style to attract the interest of the student community ...

Data Mining in Dynamic Social Networks and Fuzzy Systems

Data Mining in Dynamic Social Networks and Fuzzy Systems
  • Author : Bhatnagar, Vishal
  • Publisher : IGI Global
  • Release Date : 2013-06-30
  • Total pages : 412
  • ISBN : 0123870119
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Summary : Many organizations, whether in the public or private sector, have begun to take advantage of the tools and techniques used for data mining. Utilizing data mining tools, these organizations are able to reveal the hidden and unknown information from available data. Data Mining in Dynamic Social Networks and Fuzzy Systems ...

Text Mining with Machine Learning

Text Mining with Machine Learning
  • Author : Jan Žižka,František Dařena,Arnošt Svoboda
  • Publisher : CRC Press
  • Release Date : 2019-11-20
  • Total pages : 352
  • ISBN : 0123870119
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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 ...

Capturing Analyzing and Managing Word of Mouth in the Digital Marketplace

Capturing  Analyzing  and Managing Word of Mouth in the Digital Marketplace
  • Author : Rathore, Sumangla
  • Publisher : IGI Global
  • Release Date : 2015-08-28
  • Total pages : 309
  • ISBN : 0123870119
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Summary : With the growth of information technology—and the Internet in particular—many new communication channels and platforms have emerged. These platforms are focused on being not only user friendly, but also highly interactive, providing many unique ways to create and distribute content. Capturing, Analyzing, and Managing Word-of-Mouth in the Digital ...