Multidimensional Data Visualization

This book constitutes revised selected papers from the First International Workshop on Machine Learning, Optimization, and Big Data, MOD 2015, held in Taormina, Sicily, Italy, in July 2015.The 32 pape

As most econometricians will readily agree, the data used in applied econometrics seldom provide accurate measurements for the pertinent theory's variables. Here, Bernt Stigum offers the first systema

Research data are everywhere. In our everyday interactions, through social media, credit cards and even public transport, we generate and use data. The challenge for sociologists is how to collect, an

In an age where data flows non-stop, across all geographic borders and accessible to many, the job of providing information literacy has become much more exciting, more complicated, and more necessary

In a textbook for a master's level year-long statistics course on regression and analysis of variance, Christensen shows show to analyze small data sets by using tools that can easily be scaled to lar

This final edition is an unparalleled collection of recommended guidelines for data warehousing and business intelligence pioneered by Ralph Kimball and his team of colleagues from the Kimball Group.R

This volume presents an eclectic mix of original research articles in areas covering the analysis of ordered data, stochastic modeling and biostatistics. These areas were featured in a conference held

The subject of data fitting bridges many disciplines, especially those traditionally dealing with statistics like physics, mathematics, engineering, biology, economy, or psychology, but also more rece

This book constitutes the thoroughly refereed proceedings of the Fourth International Symposium on Data-Driven Process Discovery and Analysis held in Riva del Milan, Italy, in November 2014.The five r

The book is a collection of high-quality peer-reviewed research papers presented in the Second International Conference on Computational Intelligence in Data Mining (ICCIDM 2015) held at Bhubaneswar,

Create, analyze, maintain, and share 2D and 3D maps with the powerful tools of ArcGIS ProAbout This BookVisualize GIS data in 2D and 3D mapsCreate GIS projects for quick and easy access to data, maps,

This graduate text book provides a formal analysis of alternative, non-relational data models and storage mechanisms and gives a decent overview of non-SQL query languages. It describes a perspective

The Game Plan is designed to be used by secondary instructional leaders who want to make a lasting impact on the culture of literacy and data in their school(s). The book focuses on implementing the C

The Game Plan is designed to be used by secondary instructional leaders who want to make a lasting impact on the culture of literacy and data in their school(s). The book focuses on implementing the C

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This thoroughly updated new edition presents state-of-the-art sparse and multiscale image and signal processing. It covers linear multiscale geometric transforms, such as wavelet, ridgelet, or curvelet transforms, and non-linear multiscale transforms based on the median and mathematical morphology operators. Along with an up-to-the-minute description of required computation, it covers the latest results in inverse problem solving and regularization, sparse signal decomposition, blind source separation, in-painting, and compressed sensing. New chapters and sections cover multiscale geometric transforms for three-dimensional data (data cubes), data on the sphere (geo-located data), dictionary learning, and nonnegative matrix factorization. The authors wed theory and practice in examining applications in areas such as astronomy, including recent results from the European Space Agency's Herschel mission, biology, fusion physics, cold dark matter simulation, medical MRI, digital media, and

This book constitutes the refereed proceedings of the First International Conference on Dynamic Data-Driven Environmental Systems Science, DyDESS 2014, held in Cambridge, MA, USA, in November 2014.The

This book constitutes the refereed proceedings at PAKDD Workshops 2015, held in conjunction with PAKDD, the 19th Pacific-Asia Conference on Knowledge Discovery and Data Mining in Ho Chi Minh City, Vie

This book constitutes the refereed conference proceedings of the Fourth International Conference on Big Data Analytics, BDA 2015, held in Hyderabad, India, in December 2015.The 9 revised full papers a

Lee and Sohn initiated analysis of the steel commodity trade data and the social network relationships among the countries and products of steel currently being traded across the global frontier. Here

Information shapes urban spaces in ways that most people rarely stop to consider. From data-driven planning to grassroots activism to influencing the routes we walk, bike, and drive, new information t

In this book the authors explain what computability means for data more complex than natural numbers and similar discrete data. In particular, they show how to develop a good theory of computability i

Talk is one of the main resources available to qualitative researchers. It offers rich, meaningful data that can provide real insights and new perspectives. But once you have the data how do you selec

Talk is one of the main resources available to qualitative researchers. It offers rich, meaningful data that can provide real insights and new perspectives. But once you have the data how do you selec

Side Effects of Drugs Annual: A Worldwide Yearly Survey of New Data in Adverse Drug Reactions was first published in 1977, and has been continually published as a yearly update to the voluminous encyc

This book defines the notion of applied sign linguistics by drawing on data from projects that have explored sign language in action in various domains. The data sources have been drawn from various s

This book defines the notion of applied sign linguistics by drawing on data from projects that have explored sign language in action in various domains. The data sources have been drawn from various s

Every second, users produce large amounts of image data from medical and satellite imaging systems. Image mining techniques that are capable of extracting useful information from image data are becomi

A practitioner’s tools have a direct impact on the success of his or her work. This book will provide the data scientist with the tools and techniques required to excel with statistical learning metho

Data is becoming the world's new "natural resource," transforming industries and professions across the board. Smart, innovative organizations know that data is the new basis of gaining a co

American Gridlock brings together the country's preeminent experts on the causes, characteristics, and consequences of partisan polarization in US politics and government, with each chapter presenting original scholarship and novel data. This book is the first to combine research on all facets of polarization, among the public (both voters and activists), in our federal institutions (Congress, the presidency, and the Supreme Court), at the state level, and in the media. Each chapter includes a bullet-point summary of its main argument and conclusions, and is written in clear prose that highlights the substantive implications of polarization for representation and policy-making. Authors examine polarization with an array of current and historical data, including public opinion surveys, electoral and legislative and congressional data, experimental data, and content analyses of media outlets. American Gridlock's theoretical and empirical depth distinguishes it from any other volume on po

American Gridlock brings together the country's preeminent experts on the causes, characteristics, and consequences of partisan polarization in US politics and government, with each chapter presenting original scholarship and novel data. This book is the first to combine research on all facets of polarization, among the public (both voters and activists), in our federal institutions (Congress, the presidency, and the Supreme Court), at the state level, and in the media. Each chapter includes a bullet-point summary of its main argument and conclusions, and is written in clear prose that highlights the substantive implications of polarization for representation and policy-making. Authors examine polarization with an array of current and historical data, including public opinion surveys, electoral and legislative and congressional data, experimental data, and content analyses of media outlets. American Gridlock's theoretical and empirical depth distinguishes it from any other volume on po

Organizational design practitioners face challenges gathering data to help focus and implement design, understanding the complex nature of organizations, and communicating and sustaining change over a

Generate effective results in a variety of visually appealing charts using the plotting packages in PythonAbout This BookExplore various tools and their strengths while building meaningful representat

Tell your story and put your data into action with Tableau! Tableau gives you the power to understand your data and put it in a format that is appealing and meaningful for everyone who needs to see it

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This book presents machine learning models and algorithms to address big data classification problems. Existing machine learning techniques like the decision tree (a hierarchical approach), random for

Introduction to Statistical Investigations leads students to learn about the process of conducting statistical investigations from data collection, to exploring data, to statistical inference, to

We live in the age of Big Data, awash in a sea of ever-expanding information—a constant deluge of facts, statistics, models, and projections. The human mind is quickly desensitized by information pres