Symbolic Data Analysis And The Sodas Software

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Symbolic Data Analysis and the SODAS Software

Edwin Diday,Monique Noirhomme-Fraiture
Symbolic Data Analysis and the SODAS Software Book PDF

Author : Edwin Diday,Monique Noirhomme-Fraiture
Publisher : John Wiley & Sons
Page : 476 pages
File Size : 44,6 Mb
Release : 2008-04-15
Category : Mathematics
ISBN : 0470723556

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Symbolic Data Analysis and the SODAS Software by Edwin Diday,Monique Noirhomme-Fraiture Pdf

Symbolic data analysis is a relatively new field that provides a range of methods for analyzing complex datasets. Standard statistical methods do not have the power or flexibility to make sense of very large datasets, and symbolic data analysis techniques have been developed in order to extract knowledge from such data. Symbolic data methods differ from that of data mining, for example, because rather than identifying points of interest in the data, symbolic data methods allow the user to build models of the data and make predictions about future events. This book is the result of the work f a pan-European project team led by Edwin Diday following 3 years work sponsored by EUROSTAT. It includes a full explanation of the new SODAS software developed as a result of this project. The software and methods described highlight the crossover between statistics and computer science, with a particular emphasis on data mining.

Analysis of Symbolic Data

Hans-Hermann Bock,Edwin Diday
Analysis of Symbolic Data Book PDF

Author : Hans-Hermann Bock,Edwin Diday
Publisher : Springer Science & Business Media
Page : 444 pages
File Size : 43,7 Mb
Release : 2012-12-06
Category : Mathematics
ISBN : 9783642571558

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Analysis of Symbolic Data by Hans-Hermann Bock,Edwin Diday Pdf

This book presents the most recent methods for analyzing and visualizing symbolic data. It generalizes classical methods of exploratory, statistical and graphical data analysis to the case of complex data. Several benchmark examples from National Statistical Offices illustrate the usefulness of the methods. The book contains an extensive bibliography and a subject index.

Symbolic Data Analysis

Lynne Billard,Edwin Diday
Symbolic Data Analysis Book PDF

Author : Lynne Billard,Edwin Diday
Publisher : John Wiley & Sons
Page : 330 pages
File Size : 40,5 Mb
Release : 2012-05-14
Category : Mathematics
ISBN : 9780470090176

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Symbolic Data Analysis by Lynne Billard,Edwin Diday Pdf

With the advent of computers, very large datasets have become routine. Standard statistical methods don’t have the power or flexibility to analyse these efficiently, and extract the required knowledge. An alternative approach is to summarize a large dataset in such a way that the resulting summary dataset is of a manageable size and yet retains as much of the knowledge in the original dataset as possible. One consequence of this is that the data may no longer be formatted as single values, but be represented by lists, intervals, distributions, etc. The summarized data have their own internal structure, which must be taken into account in any analysis. This text presents a unified account of symbolic data, how they arise, and how they are structured. The reader is introduced to symbolic analytic methods described in the consistent statistical framework required to carry out such a summary and subsequent analysis. Presents a detailed overview of the methods and applications of symbolic data analysis. Includes numerous real examples, taken from a variety of application areas, ranging from health and social sciences, to economics and computing. Features exercises at the end of each chapter, enabling the reader to develop their understanding of the theory. Provides a supplementary website featuring links to download the SODAS software developed exclusively for symbolic data analysis, data sets, and further material. Primarily aimed at statisticians and data analysts, Symbolic Data Analysis is also ideal for scientists working on problems involving large volumes of data from a range of disciplines, including computer science, health and the social sciences. There is also much of use to graduate students of statistical data analysis courses.

Advances in Data Science

Edwin Diday,Rong Guan,Gilbert Saporta,Huiwen Wang
Advances in Data Science Book PDF

Author : Edwin Diday,Rong Guan,Gilbert Saporta,Huiwen Wang
Publisher : John Wiley & Sons
Page : 225 pages
File Size : 47,8 Mb
Release : 2020-01-09
Category : Business & Economics
ISBN : 9781119694960

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Advances in Data Science by Edwin Diday,Rong Guan,Gilbert Saporta,Huiwen Wang Pdf

Data science unifies statistics, data analysis and machine learning to achieve a better understanding of the masses of data which are produced today, and to improve prediction. Special kinds of data (symbolic, network, complex, compositional) are increasingly frequent in data science. These data require specific methodologies, but there is a lack of reference work in this field. Advances in Data Science fills this gap. It presents a collection of up-to-date contributions by eminent scholars following two international workshops held in Beijing and Paris. The 10 chapters are organized into four parts: Symbolic Data, Complex Data, Network Data and Clustering. They include fundamental contributions, as well as applications to several domains, including business and the social sciences.

Data Analysis

Wolfgang A. Gaul,Otto Opitz,Martin Schader
Data Analysis Book PDF

Author : Wolfgang A. Gaul,Otto Opitz,Martin Schader
Publisher : Springer Science & Business Media
Page : 517 pages
File Size : 43,7 Mb
Release : 2012-12-06
Category : Business & Economics
ISBN : 9783642582509

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Data Analysis by Wolfgang A. Gaul,Otto Opitz,Martin Schader Pdf

"Data Analysis" in the broadest sense is the general term for a field of activities of ever-increasing importance in a time called the information age. It covers new areas with such trendy labels as, e.g., data mining or web mining as well as traditional directions emphazising, e.g., classification or knowledge organization. Leading researchers in data analysis have contributed to this volume and delivered papers on aspects ranging from scientific modeling to practical application. They have devoted their latest contributions to a book edited to honor a colleague and friend, Hans-Hermann Bock, who has been active in this field for nearly thirty years.

Spreadsheet Applications in Chemistry Using Microsoft Excel

Aoife Morrin,Dermot Diamond
Spreadsheet Applications in Chemistry Using Microsoft Excel Book PDF

Author : Aoife Morrin,Dermot Diamond
Publisher : John Wiley & Sons
Page : 196 pages
File Size : 41,8 Mb
Release : 2022-09-14
Category : Science
ISBN : 9781119182979

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Spreadsheet Applications in Chemistry Using Microsoft Excel by Aoife Morrin,Dermot Diamond Pdf

SPREADSHEET APPLICATIONS IN CHEMISTRY USING MICROSOFT® EXCEL® Find step-by-step tutorials on scientific data processing in the latest versions of Microsoft® Excel® The Second Edition of Spreadsheet Applications in Chemistry Using Microsoft® Excel® delivers a comprehensive and up-to-date exploration of the application of scientific data processing in Microsoft® Excel®. Written to incorporate the latest updates and changes found in Excel® 2021, as well as later versions, this practical textbook is tutorial-focused and offers simple, step-by-step instructions for scientific data processing tasks commonly used by undergraduate students. Readers will also benefit from an online repository of experimental datasets that can be used to work through the tutorials to gain familiarity with data processing and visualization in Excel®. This latest edition incorporates new and revised content to use to learn the basics of Excel® for scientific data processing and now includes statistical analysis and regression analysis using Excel® add-ins, accounts for differences in navigation and utility between Windows and MacOS versions of the software, and integrates with an online dataset repository for the tutorial exercises. Spreadsheet Applications in Chemistry Using Microsoft® Excel® also includes: A thorough introduction to Microsoft® Excel® workbook and worksheet basics, including Excel® toolbar navigation, entering and manipulating formulas and functions and charting experimental chemical data Comprehensive explorations of statistical functions and regression analysis Generating calibration plots from instrumental data Visualizing concepts in physical chemistry Perfect for undergraduate and graduate students of analytical and physical chemistry, Spreadsheet Applications in Chemistry Using Microsoft® Excel® is also an ideal resource for students and practitioners of physics, engineering, and biology.

Data Analytics and Learning

P. Nagabhushan,D. S. Guru,B. H. Shekar,Y. H. Sharath Kumar
Data Analytics and Learning Book PDF

Author : P. Nagabhushan,D. S. Guru,B. H. Shekar,Y. H. Sharath Kumar
Publisher : Springer
Page : 454 pages
File Size : 53,8 Mb
Release : 2018-11-04
Category : Technology & Engineering
ISBN : 9789811325144

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Data Analytics and Learning by P. Nagabhushan,D. S. Guru,B. H. Shekar,Y. H. Sharath Kumar Pdf

This book presents new theories and working models in the area of data analytics and learning. The papers included in this volume were presented at the first International Conference on Data Analytics and Learning (DAL 2018), which was hosted by the Department of Studies in Computer Science, University of Mysore, India on 30–31 March 2018. The areas covered include pattern recognition, image processing, deep learning, computer vision, data analytics, machine learning, artificial intelligence, and intelligent systems. As such, the book offers a valuable resource for researchers and practitioners alike.

Data Analysis and Decision Support

Daniel Baier,Reinhold Decker,Lars Schmidt-Thieme
Data Analysis and Decision Support Book PDF

Author : Daniel Baier,Reinhold Decker,Lars Schmidt-Thieme
Publisher : Springer Science & Business Media
Page : 372 pages
File Size : 47,8 Mb
Release : 2005-07-13
Category : Mathematics
ISBN : 3540260072

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Data Analysis and Decision Support by Daniel Baier,Reinhold Decker,Lars Schmidt-Thieme Pdf

It is a great privilege and pleasure to write a foreword for a book honor ing Wolfgang Gaul on the occasion of his sixtieth birthday. Wolfgang Gaul is currently Professor of Business Administration and Management Science and the Head of the Institute of Decision Theory and Management Science, Faculty of Economics, University of Karlsruhe (TH), Germany. He is, by any measure, one of the most distinguished and eminent scholars in the world today. Wolfgang Gaul has been instrumental in numerous leading research initia tives and has achieved an unprecedented level of success in facilitating com munication among researchers in diverse disciplines from around the world. A particularly remarkable and unique aspect of his work is that he has been a leading scholar in such diverse areas of research as graph theory and net work models, reliability theory, stochastic optimization, operations research, probability theory, sampling theory, cluster analysis, scaling and multivariate data analysis. His activities have been directed not only at these and other theoretical topics, but also at applications of statistical and mathematical tools to a multitude of important problems in computer science (e.g., w- mining), business research (e.g., market segmentation), management science (e.g., decision support systems) and behavioral sciences (e.g., preference mea surement and data mining). All of his endeavors have been accomplished at the highest level of professional excellence.

Ask a Manager

Alison Green
Ask a Manager Book PDF

Author : Alison Green
Publisher : Ballantine Books
Page : 304 pages
File Size : 55,6 Mb
Release : 2018-05-01
Category : Business & Economics
ISBN : 9780399181825

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Ask a Manager by Alison Green Pdf

From the creator of the popular website Ask a Manager and New York’s work-advice columnist comes a witty, practical guide to 200 difficult professional conversations—featuring all-new advice! There’s a reason Alison Green has been called “the Dear Abby of the work world.” Ten years as a workplace-advice columnist have taught her that people avoid awkward conversations in the office because they simply don’t know what to say. Thankfully, Green does—and in this incredibly helpful book, she tackles the tough discussions you may need to have during your career. You’ll learn what to say when • coworkers push their work on you—then take credit for it • you accidentally trash-talk someone in an email then hit “reply all” • you’re being micromanaged—or not being managed at all • you catch a colleague in a lie • your boss seems unhappy with your work • your cubemate’s loud speakerphone is making you homicidal • you got drunk at the holiday party Praise for Ask a Manager “A must-read for anyone who works . . . [Alison Green’s] advice boils down to the idea that you should be professional (even when others are not) and that communicating in a straightforward manner with candor and kindness will get you far, no matter where you work.”—Booklist (starred review) “The author’s friendly, warm, no-nonsense writing is a pleasure to read, and her advice can be widely applied to relationships in all areas of readers’ lives. Ideal for anyone new to the job market or new to management, or anyone hoping to improve their work experience.”—Library Journal (starred review) “I am a huge fan of Alison Green’s Ask a Manager column. This book is even better. It teaches us how to deal with many of the most vexing big and little problems in our workplaces—and to do so with grace, confidence, and a sense of humor.”—Robert Sutton, Stanford professor and author of The No Asshole Rule and The Asshole Survival Guide “Ask a Manager is the ultimate playbook for navigating the traditional workforce in a diplomatic but firm way.”—Erin Lowry, author of Broke Millennial: Stop Scraping By and Get Your Financial Life Together

Sophie's World

Jostein Gaarder
Sophie s World Book PDF

Author : Jostein Gaarder
Publisher : Farrar, Straus and Giroux
Page : 544 pages
File Size : 51,8 Mb
Release : 2007-03-20
Category : Fiction
ISBN : 9781466804272

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Sophie's World by Jostein Gaarder Pdf

One day Sophie comes home from school to find two questions in her mail: "Who are you?" and "Where does the world come from?" Before she knows it she is enrolled in a correspondence course with a mysterious philosopher. Thus begins Jostein Gaarder's unique novel, which is not only a mystery, but also a complete and entertaining history of philosophy.

Fast Food Nation

Eric Schlosser
Fast Food Nation Book PDF

Author : Eric Schlosser
Publisher : Houghton Mifflin Harcourt
Page : 387 pages
File Size : 42,7 Mb
Release : 2012
Category : Business & Economics
ISBN : 9780547750330

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Fast Food Nation by Eric Schlosser Pdf

An exploration of the fast food industry in the United States, from its roots to its long-term consequences.

Nursing Diagnoses 2015-17

NANDA International
Nursing Diagnoses 2015 17 Book PDF

Author : NANDA International
Publisher : John Wiley & Sons
Page : 617 pages
File Size : 52,6 Mb
Release : 2014-08-01
Category : Medical
ISBN : 9781118914922

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Nursing Diagnoses 2015-17 by NANDA International Pdf

Nursing Diagnoses: Definitions and Classification is the definitive guide to nursing diagnoses, as reviewed and approved by NANDA-I. The 2015–2017 edition of the classic and internationally recognised text has been rigorously updated and revised, and now provides more linguistically congruent diagnoses as a result of the Diagnostic Development Committee’s attentiveness to understanding the translation of the diagnostic label, definition, defining characteristics, related factors, and risk factors. Each of the 235 diagnoses presented are supported by definitions as well as defining characteristics and related factors, or risk factors. Each new and revised diagnosis is based on the latest global evidence, and approved by expert nurse diagnosticians, researchers, and educators. New to this edition: 26 brand new nursing diagnoses and 13 revised diagnoses Updates, changes, and revision to the vast majority of the nursing diagnosis definitions, in particular the Health Promotion and Risk Diagnoses A standardization of diagnostic indicator terms (defining characteristics, related factors, and risk factors) to further aid clarity for readers and clinicians All introductory chapters are written at an undergraduate nursing level, and provide critical information needed for nurses to understand assessment, its link to diagnosis, and the purpose and use of taxonomic structure for the nurse at the bedside A new chapter, focusing on Frequently Asked Questions, representing the most common questions received through the NANDA-I website, and at global conferences Five nursing diagnoses have been re-slotted within the NANDA-I taxonomy, following a review of the current taxonomic structure Coding of all diagnostic indicator terms is now available for those using electronic versions of the terminology Companion website featuring references from the book, video presentations, teaching tips, and links to taxonomy history and diagnosis submission/review process description www.wiley.com/go/nursingdiagnoses

Data Analysis, Classification, and Related Methods

Henk A.L. Kiers,Jean-Paul Rasson,Patrick J.F. Groenen,Martin Schader
Data Analysis Classification and Related Methods Book PDF

Author : Henk A.L. Kiers,Jean-Paul Rasson,Patrick J.F. Groenen,Martin Schader
Publisher : Springer Science & Business Media
Page : 428 pages
File Size : 45,6 Mb
Release : 2012-12-06
Category : Mathematics
ISBN : 9783642597893

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Data Analysis, Classification, and Related Methods by Henk A.L. Kiers,Jean-Paul Rasson,Patrick J.F. Groenen,Martin Schader Pdf

This volume contains a selection of papers presented at the Seven~h Confer ence of the International Federation of Classification Societies (IFCS-2000), which was held in Namur, Belgium, July 11-14,2000. From the originally sub mitted papers, a careful review process involving two reviewers per paper, led to the selection of 65 papers that were considered suitable for publication in this book. The present book contains original research contributions, innovative ap plications and overview papers in various fields within data analysis, classifi cation, and related methods. Given the fast publication process, the research results are still up-to-date and coincide with their actual presentation at the IFCS-2000 conference. The topics captured are: • Cluster analysis • Comparison of clusterings • Fuzzy clustering • Discriminant analysis • Mixture models • Analysis of relationships data • Symbolic data analysis • Regression trees • Data mining and neural networks • Pattern recognition • Multivariate data analysis • Robust data analysis • Data science and sampling The IFCS (International Federation of Classification Societies) The IFCS promotes the dissemination of technical and scientific information data analysis, classification, related methods, and their applica concerning tions.

Sage for Undergraduates

Gregory V. Bard
Sage for Undergraduates Book PDF

Author : Gregory V. Bard
Publisher : American Mathematical Soc.
Page : 3520 pages
File Size : 53,9 Mb
Release : 2015-02-16
Category : Mathematics
ISBN : 9781470411114

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Sage for Undergraduates by Gregory V. Bard Pdf

As the open-source and free competitor to expensive software like MapleTM, Mathematica®, Magma, and MATLAB®, Sage offers anyone with access to a web browser the ability to use cutting-edge mathematical software and display his or her results for others, often with stunning graphics. This book is a gentle introduction to Sage for undergraduate students toward the end of Calculus II (single-variable integral calculus) or higher-level course work such as Multivariate Calculus, Differential Equations, Linear Algebra, or Math Modeling. The book assumes no background in computer science, but the reader who finishes the book will have learned about half of a first semester Computer Science I course, including large parts of the Python programming language. The audience of the book is not only math majors, but also physics, engineering, finance, statistics, chemistry, and computer science majors.

Data Analysis and Rationality in a Complex World

Theodore Chadjipadelis,Berthold Lausen,Angelos Markos,Tae Rim Lee,Angela Montanari,Rebecca Nugent
Data Analysis and Rationality in a Complex World Book PDF

Author : Theodore Chadjipadelis,Berthold Lausen,Angelos Markos,Tae Rim Lee,Angela Montanari,Rebecca Nugent
Publisher : Springer Nature
Page : 349 pages
File Size : 48,5 Mb
Release : 2021-02-15
Category : Mathematics
ISBN : 9783030601041

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Data Analysis and Rationality in a Complex World by Theodore Chadjipadelis,Berthold Lausen,Angelos Markos,Tae Rim Lee,Angela Montanari,Rebecca Nugent Pdf

This volume presents the latest advances in statistics and data science, including theoretical, methodological and computational developments and practical applications related to classification and clustering, data gathering, exploratory and multivariate data analysis, statistical modeling, and knowledge discovery and seeking. It includes contributions on analyzing and interpreting large, complex and aggregated datasets, and highlights numerous applications in economics, finance, computer science, political science and education. It gathers a selection of peer-reviewed contributions presented at the 16th Conference of the International Federation of Classification Societies (IFCS 2019), which was organized by the Greek Society of Data Analysis and held in Thessaloniki, Greece, on August 26-29, 2019.