Multidimensional Data Visualization

The 13 chapters in this collection survey current work in storing and analyzing data and using algorithms to search and discover new knowledge automatically from multidimensional data sets. Several co

Tableau Your Data! is a comprehensive guide to the effective use of the Tableau Software toolset for data visualization. It covers the core feature set for data analytics, illustrating best practic

Social media is an invaluable source of time-critical information during a crisis. However, emergency response and humanitarian relief organizations that would like to use this information struggle with an avalanche of social media messages that exceeds the human capacity to process. Emergency managers, decision makers, and affected communities can make sense of social media through a combination of machine computation and human compassion - expressed by thousands of digital volunteers who publish, process, and summarize potentially life-saving information. This book brings together computational methods from many disciplines: natural language processing, semantic technologies, data mining, machine learning, network analysis, human-computer interaction, and information visualization, focusing on methods that are commonly used for processing social media messages under time-critical constraints, and offering more than 500 references to in-depth information.

This volume presents theories, models, algorithms, and applications in clustering, classification, and visualization. It also includes applications of clustering, classification, and visualization in

Big Data is about the collection, storage, search, distribution, statistical analysis and visualization of large amounts of data. This is especially relevant in healthcare management, as the amount of

A good visualization can communicate the nature and potential impact of ideas more powerfully than any other form of communication.For a long time, dataviz” was left to specialistsdata scientists and

So much data is being generated these days that scientists spend a lot of time on such matters as where to store it, how to access it, or how to move it to visualization or computer resources for furt

Incorporating an innovative focus on data visualization and time series forecasting,Data Mining for Business Intelligence supplies insightful, detailed guidance on fundamental data mining techniques.

In the post-9/11 security environment, the use of genetic data has extended beyond the confines of the criminal legal domain and into the realms of national security, defense, immigration, humanitaria

This book examines how computer-based programs can be used to acquire ‘big’ digital cultural heritage data, curate, and disseminate it over the Internet and in 3D visualization platforms with the ulti

Information visualization is a language. Like any language, it can be used for multiple purposes. A poem, a novel, and an essay all share the same language, but each one has its own set of rules. The

Big Data Application Architecture Pattern Recipes provides an insight into heterogeneous infrastructures, databases, and visualization and analytics tools used for realizing the architectures of big d

This successful book provides in its second edition an interactive and illustrative guide from two-dimensional curve fitting to multidimensional clustering and machine learning with neural networks or

Digital methodologies, new forms of data visualization and computer-based learning and assessment are creating new challenges as well as opportunities for scholars in educational research. The World Y

A good visualization can communicate the nature and potential impact of ideas more powerfully than any other form of communication.For a long time, "dataviz" was left to specialists--data scientists a

This comprehensive textbook teaches the fundamentals of database design, modeling, systems, data storage, and the evolving world of data warehousing, governance and more. Written by experienced educators and experts in big data, analytics, data quality, and data integration, it provides an up-to-date approach to database management. This full-color, illustrated text has a balanced theory-practice focus, covering essential topics, from established database technologies to recent trends, like Big Data, NoSQL, and more. Fundamental concepts are supported by real-world examples, query and code walkthroughs, and figures, making it perfect for introductory courses for advanced undergraduates and graduate students in information systems or computer science. These examples are further supported by an online playground with multiple learning environments, including MySQL, MongoDB, Neo4j Cypher, and tree structure visualization. This combined learning approach connects key concepts throughout th

Incorporating an innovative focus on data visualization and time series forecasting,Data Mining for Business Intelligence, Third Edition continues to supply insightful, detailed guidance on fundamenta

This book presents the first comparative review of the state of the art and the best current practices of data warehouses. It covers source and data integration, multidimensional aggregation, query op

內容介紹: [用最熟悉的 Excel 製作儀表板, 實現商業智慧]近年來, 無論是大型還是中小企業都能接觸到大量的數據, 也越來越熱衷於資料的搜集和儲存。然而, 經營層不可能消化所有原始數據, 所以在用資料做出商業決策以前, 原始數據必須先轉換為有效資訊才行, 而這樣的過程就是我們所說的『商業智慧（BI, business intelligence）』, 製作儀表板（dashboards）就是資料視覺化成果的重要一環。其實 BI 的概念早就存在很長時間了, 只不過隨著相關軟體工具日益強大且普及，BI 也逐漸成為熱門話題。可以說：在『資料取得門檻降低』與『BI 工具大行其道』的雙重影響下, 開啟了各家企業對於製作『儀表板』的需求。在眾多軟體中, Excel 已然成為整合各種 BI 工具的標準。微軟公司投入了大量資源開發 Excel 內建與外部的 BI 插件；不但建立了包含 Power Query、Power Pivot 等工具的 Power BI 家族, 還在 Excel 新版本中添加了許多先前沒有的圖表類型。以上努力得到的成果就是：許多本來得透過專業軟體達成的功能, 現在人人都能以 Excel 完成。在過去, 為了存取資料和製作儀表板必須自己開發 IT 工具；如今這些工具可能早就在安裝進你的電腦中了, 而關鍵就在各職場皆不可缺的 Excel。話雖如此, 再熟悉的軟體也有不會的功能。如果你正想學習製作儀表板卻不具備相關知識, 那麼歡迎閱讀本書！我們會完整介紹 Excel 的資料視覺化功能, 從使用形狀、設定條件式格式、到繪製各類圖表等。各位將能從本書提供的實例中, 瞭解如何以儀表板回答真實的商業問題。此外, 還包括許多進階功能, 例如圖表自動化、VBA 設計、Power Query/Power Pivot 在匯入資料之前做前期處理, 以及在 Excel 中建立類似關聯式資料庫的資料模型（data model）等都很值得學習。Excel 的功能不斷地在進化, 期望讀者能學以致用。本書特色:◎台灣唯一 Excel 儀表板專書, 內容豐富, 全書 488 頁全彩印刷。◎三種儀表板從頭做到尾：專案目標進度監控、關鍵績效指標、企業營運的財務指標。◎20 種一定要會的圖表製作與使用情境。◎連續 12 年微軟最有價值專家 Dick Kusleika 經驗傳承。 

CiteSpace是一款著眼於分析科學分析中蘊含的潛在知識，並在科學計量學（Scientometric）、數據和信息可視化（Data and information visualization）背景下逐漸發展起來的一款引文可視化分析軟件。本書共8講，以CiteSpace所提供的功能模塊為主線，在前3講中對CiteSpace的基本情況從使用、下載、功能等方面進行概述，從第4講開始按照其提

In Chapter 1 the methodological principles of systemization and visualization of multidimensional ecological information for its operational dissemination among potential users are stated. Their reali

Power BI Data Analysis and Visualization provides a roadmap to vendor choices and highlights why Microsoft’s Power BI is a very viable, cost effective option for data visualization. The book covers th

Your indispensable guide to mastering the efficient use of D3.js in professional-standard data visualization projects. You will learn what data visualization is, how to work with it, and how to think

This book deals with one of the most novel advances in mathematical modeling for applied scientific technology, including computer graphics, public-key encryption, data visualization, statistical data

This book combines the advantages of high-dimensional data visualization and machine learning in the context of identifying complex n-D data patterns. It vastly expands the class of reversible lossles

The book will discuss the significance of Visualization in Business Intelligence and Data Science Using Tableau. It will explore the power of statistics and data mining to help with the understanding

Master Oracle Business Intelligence Discoverer 11gProvide secure, immediate access to critical business information from relational and multidimensional data sources across your organization. Oracle B

If you want to understand your data using data visualization and don't know where to start, then this is the book for you. Whether you are a beginner or have years of experience, this book will help y

A reference for students, researchers, and environmental professionals, Hydrogeological Conceptual Site Models: Data Analysis and Visualization explains how to develop effective conceptual site models

Presents a unique foundation for producing almost every quantitative graphic found in scientific journals, newspapers, statistical packages, and data visualization systemsThe new edition features six

The past decade has been characterized by remarkable advances in meteorological observation, computing techniques, and data-visualization technology. However, the benefit of these advances can only

Serving as both a tutorial and a reference guide to the MDX (Multidimensional Expressions) query language, this book shows data warehouse developers what they need to know to build effective multid

The past decade has been characterized by remarkable advances in meteorological observation, computing techniques, and data-visualization technology. However, the benefit of these advances can only be

The past decade has been characterized by remarkable advances in meteorological observation, computing techniques, and data-visualization technology. However, the benefit of these advances can only be

Virtual Reconstruction serves as an introduction to the principles of three-dimensional visualization techniques as they relate to fossil reconstruction and reverse engineering. It covers data acquisi

Scholars from a range of disciplines interrogate terms relevant to critical studies of big data, from abuse and aggregate to visualization and vulnerability.This pathbreaking work offers an interdisci

A leading data visualization expert explores the negative―and positive―influences that charts have on our perception of truth.Today, public conversations are increasingly driven by numbers. While char

An Introduction to Machine Learning in Finance, With Mathematical Background, Data Visualization, and R Nonparametric function estimation is an important part of machine learning, which is becoming in