Data Simplification

Book Data Simplification Cover

Download book entitled Data Simplification by Jules J. Berman and published by Morgan Kaufmann in PDF, EPUB and Kindle. Read Data Simplification book directly from your devices anywhere anytime. Click Download Book button to get book file. Read some info about this book below.

  • Publisher : Morgan Kaufmann
  • Release : 10 March 2016
  • ISBN : 9780128038543
  • Page : 398 pages
  • Rating : 4.5/5 from 103 voters

Data Simplification Book PDF summary

Data Simplification: Taming Information With Open Source Tools addresses the simple fact that modern data is too big and complex to analyze in its native form. Data simplification is the process whereby large and complex data is rendered usable. Complex data must be simplified before it can be analyzed, but the process of data simplification is anything but simple, requiring a specialized set of skills and tools. This book provides data scientists from every scientific discipline with the methods and tools to simplify their data for immediate analysis or long-term storage in a form that can be readily repurposed or integrated with other data. Drawing upon years of practical experience, and using numerous examples and use cases, Jules Berman discusses the principles, methods, and tools that must be studied and mastered to achieve data simplification, open source tools, free utilities and snippets of code that can be reused and repurposed to simplify data, natural language processing and machine translation as a tool to simplify data, and data summarization and visualization and the role they play in making data useful for the end user. Discusses data simplification principles, methods, and tools that must be studied and mastered Provides open source tools, free utilities, and snippets of code that can be reused and repurposed to simplify data Explains how to best utilize indexes to search, retrieve, and analyze textual data Shows the data scientist how to apply ontologies, classifications, classes, properties, and instances to data using tried and true methods

DOWNLOAD BOOK

Data Simplification

Data Simplification
  • Author : Jules J. Berman
  • Publisher : Morgan Kaufmann
  • Release Date : 2016-03-10
  • ISBN : 9780128038543
DOWNLOAD BOOKData Simplification

Data Simplification: Taming Information With Open Source Tools addresses the simple fact that modern data is too big and complex to analyze in its native form. Data simplification is the process whereby large and complex data is rendered usable. Complex data must be simplified before it can be analyzed, but the process of data simplification is anything but simple, requiring a specialized set of skills and tools. This book provides data scientists from every scientific discipline with the methods and

Data Preprocessing in Data Mining

Data Preprocessing in Data Mining
  • Author : Salvador García,Julián Luengo,Francisco Herrera
  • Publisher : Springer
  • Release Date : 2014-08-30
  • ISBN : 9783319102474
DOWNLOAD BOOKData Preprocessing in Data Mining

Data Preprocessing for Data Mining addresses one of the most important issues within the well-known Knowledge Discovery from Data process. Data directly taken from the source will likely have inconsistencies, errors or most importantly, it is not ready to be considered for a data mining process. Furthermore, the increasing amount of data in recent science, industry and business applications, calls to the requirement of more complex tools to analyze it. Thanks to data preprocessing, it is possible to convert the

Making Life Easy for Citizens and Businesses in Portugal Administrative Simplification and e-Government

Making Life Easy for Citizens and Businesses in Portugal Administrative Simplification and e-Government
  • Author : OECD
  • Publisher : OECD Publishing
  • Release Date : 2008-12-18
  • ISBN : 9789264048263
DOWNLOAD BOOKMaking Life Easy for Citizens and Businesses in Portugal Administrative Simplification and e-Government

Analyses administrative simplification and e-government in Portugal, showing how e-government can be used as a lever for broader administrative simplification by making service delivery more coherent and efficient.

Topological Data Analysis for Scientific Visualization

Topological Data Analysis for Scientific Visualization
  • Author : Julien Tierny
  • Publisher : Springer
  • Release Date : 2018-01-16
  • ISBN : 9783319715070
DOWNLOAD BOOKTopological Data Analysis for Scientific Visualization

Combining theoretical and practical aspects of topology, this book provides a comprehensive and self-contained introduction to topological methods for the analysis and visualization of scientific data. Theoretical concepts are presented in a painstaking but intuitive manner, with numerous high-quality color illustrations. Key algorithms for the computation and simplification of topological data representations are described in detail, and their application is carefully demonstrated in a chapter dedicated to concrete use cases. With its fine balance between theory and practice, "Topological Data

Data Abstraction and Pattern Identification in Time-series Data

Data Abstraction and Pattern Identification in Time-series Data
  • Author : Prithiviraj Muthumanickam
  • Publisher : Linköping University Electronic Press
  • Release Date : 2019-11-25
  • ISBN : 9789179299651
DOWNLOAD BOOKData Abstraction and Pattern Identification in Time-series Data

Data sources such as simulations, sensor networks across many application domains generate large volumes of time-series data which exhibit characteristics that evolve over time. Visual data analysis methods can help us in exploring and understanding the underlying patterns present in time-series data but, due to their ever-increasing size, the visual data analysis process can become complex. Large data sets can be handled using data abstraction techniques by transforming the raw data into a simpler format while, at the same time,

Automatic Text Simplification

Automatic Text Simplification
  • Author : Horacio Saggion
  • Publisher : Springer Nature
  • Release Date : 2022-05-31
  • ISBN : 9783031021664
DOWNLOAD BOOKAutomatic Text Simplification

Thanks to the availability of texts on the Web in recent years, increased knowledge and information have been made available to broader audiences. However, the way in which a text is written—its vocabulary, its syntax—can be difficult to read and understand for many people, especially those with poor literacy, cognitive or linguistic impairment, or those with limited knowledge of the language of the text. Texts containing uncommon words or long and complicated sentences can be difficult to read

Digital Imaging for Cultural Heritage Preservation

Digital Imaging for Cultural Heritage Preservation
  • Author : Filippo Stanco,Sebastiano Battiato,Giovanni Gallo
  • Publisher : CRC Press
  • Release Date : 2011-07-28
  • ISBN : 9781439821732
DOWNLOAD BOOKDigital Imaging for Cultural Heritage Preservation

This edition presents the most prominent topics and applications of digital image processing, analysis, and computer graphics in the field of cultural heritage preservation. The text assumes prior knowledge of digital image processing and computer graphics fundamentals. Each chapter contains a table of contents, illustrations, and figures that elucidate the presented concepts in detail, as well as a chapter summary and a bibliography for further reading. Well-known experts cover a wide range of topics and related applications, including spectral imaging,

Impact Evaluation of Business License Simplification in Peru

Impact Evaluation of Business License Simplification in Peru
  • Author : World Bank
  • Publisher : World Bank Publications
  • Release Date : 2012-12-01
  • ISBN : 9780821398029
DOWNLOAD BOOKImpact Evaluation of Business License Simplification in Peru

This report assessed the effects of reforms supported by the International Finance Corporation s Business License Simplification Project in Lima, Peru, and identified the main benefits as time and cost savings for businesses.

Machine Learning and Big Data Analytics Paradigms: Analysis, Applications and Challenges

Machine Learning and Big Data Analytics Paradigms: Analysis, Applications and Challenges
  • Author : Aboul Ella Hassanien,Ashraf Darwish
  • Publisher : Springer Nature
  • Release Date : 2020-12-14
  • ISBN : 9783030593384
DOWNLOAD BOOKMachine Learning and Big Data Analytics Paradigms: Analysis, Applications and Challenges

This book is intended to present the state of the art in research on machine learning and big data analytics. The accepted chapters covered many themes including artificial intelligence and data mining applications, machine learning and applications, deep learning technology for big data analytics, and modeling, simulation, and security with big data. It is a valuable resource for researchers in the area of big data analytics and its applications.

The Design of Management Information Systems for Mental Health Organizations

The Design of Management Information Systems for Mental Health Organizations
  • Author : Robert L. Chapman
  • Publisher : Unknown
  • Release Date : 1980
  • ISBN : UOM:39015016251574
DOWNLOAD BOOKThe Design of Management Information Systems for Mental Health Organizations

Analysis of Neural Data

Analysis of Neural Data
  • Author : Robert E. Kass,Uri T. Eden,Emery N. Brown
  • Publisher : Springer
  • Release Date : 2014-07-08
  • ISBN : 9781461496021
DOWNLOAD BOOKAnalysis of Neural Data

Continual improvements in data collection and processing have had a huge impact on brain research, producing data sets that are often large and complicated. By emphasizing a few fundamental principles, and a handful of ubiquitous techniques, Analysis of Neural Data provides a unified treatment of analytical methods that have become essential for contemporary researchers. Throughout the book ideas are illustrated with more than 100 examples drawn from the literature, ranging from electrophysiology, to neuroimaging, to behavior. By demonstrating the commonality among

Analytics and Big Data for Accountants

Analytics and Big Data for Accountants
  • Author : Jim Lindell
  • Publisher : John Wiley & Sons
  • Release Date : 2018-03-23
  • ISBN : 9781119512363
DOWNLOAD BOOKAnalytics and Big Data for Accountants

Analytics is the new force driving business. Tools have been created to measure program impacts and ROI, visualize data and business processes, and uncover the relationship between key performance indicators, many using the unprecedented amount of data now flowing into organizations. Featuring updated examples and surveys, this dynamic book covers leading-edge topics in analytics and finance. It is packed with useful tips and practical guidance you can apply immediately. This book prepares accountants to: Deal with major trends in predictive

Benefits simplification

Benefits simplification
  • Author : Great Britain: Parliament: House of Commons: Work and Pensions Committee
  • Publisher : The Stationery Office
  • Release Date : 2007-07-26
  • ISBN : 021503550X
DOWNLOAD BOOKBenefits simplification

Benefits Simplification : Seventh report of session 2006-07, Vol. 2: Oral and written Evidence

BOOK ALONE - Evidence-Based Practice for Nurses

BOOK ALONE - Evidence-Based Practice for Nurses
  • Author : Nola Schmidt,Janet Brown
  • Publisher : Jones & Bartlett Publishers
  • Release Date : 2011-02-05
  • ISBN : 9780763794675
DOWNLOAD BOOKBOOK ALONE - Evidence-Based Practice for Nurses

Doody's Review Service - 5 Stars!The Second Edition of Evidence-Based Practice for Nurses: Appraisal and Application of Research continues to serve as the definitive reference for transitioning research into nursing practice. Based on the innovation-decision process (IDP), each unit is shaped according to the five steps of the IDP: knowledge, persuasion, decision, implementation, and confirmation. This unique organizational approach combined with updated case studies and ethical principles allows the research process to be tangible and linked with strategies that promote

Advanced Data Mining and Applications

Advanced Data Mining and Applications
  • Author : Xue Li,Shuliang Wang
  • Publisher : Springer Science & Business Media
  • Release Date : 2005-07-12
  • ISBN : 9783540278948
DOWNLOAD BOOKAdvanced Data Mining and Applications

This book constitutes the refereed proceedings of the First International Conference on Advanced Data Mining and Applications, ADMA 2005, held in Wuhan, China in July 2005. The conference was focused on sophisticated techniques and tools that can handle new fields of data mining, e.g. spatial data mining, biomedical data mining, and mining on high-speed and time-variant data streams; an expansion of data mining to new applications is also strived for. The 25 revised full papers and 75 revised short papers presented were carefully