Fundamentals of Data Visualization

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Publisher : O'Reilly Media
ISBN 13 : 1492031054
Total Pages : 390 pages
Book Rating : 4.4/5 (92 download)

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Book Synopsis Fundamentals of Data Visualization by : Claus O. Wilke

Download or read book Fundamentals of Data Visualization written by Claus O. Wilke and published by O'Reilly Media. This book was released on 2019-03-18 with total page 390 pages. Available in PDF, EPUB and Kindle. Book excerpt: Effective visualization is the best way to communicate information from the increasingly large and complex datasets in the natural and social sciences. But with the increasing power of visualization software today, scientists, engineers, and business analysts often have to navigate a bewildering array of visualization choices and options. This practical book takes you through many commonly encountered visualization problems, and it provides guidelines on how to turn large datasets into clear and compelling figures. What visualization type is best for the story you want to tell? How do you make informative figures that are visually pleasing? Author Claus O. Wilke teaches you the elements most critical to successful data visualization. Explore the basic concepts of color as a tool to highlight, distinguish, or represent a value Understand the importance of redundant coding to ensure you provide key information in multiple ways Use the book’s visualizations directory, a graphical guide to commonly used types of data visualizations Get extensive examples of good and bad figures Learn how to use figures in a document or report and how employ them effectively to tell a compelling story

Trends in Interactive Visualization

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Author :
Publisher : Springer Science & Business Media
ISBN 13 : 1848002696
Total Pages : 397 pages
Book Rating : 4.8/5 (48 download)

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Book Synopsis Trends in Interactive Visualization by : Elena Zudilova-Seinstra

Download or read book Trends in Interactive Visualization written by Elena Zudilova-Seinstra and published by Springer Science & Business Media. This book was released on 2008-12-17 with total page 397 pages. Available in PDF, EPUB and Kindle. Book excerpt: II Challenges in Data Mapping Part II deals with one of the most challenging tasks in Interactive Visualization, mapping and teasing out information from large complex datasets and generating visual representations. This section consists of four chapters. Binh Pham, Alex Streit, and Ross Brown provide a comprehensive requirement analysis of information uncertainty visualizations. They examine the sources of uncertainty, review aspects of its complexity, introduce typical models of uncertainty, and analyze major issues in visualization of uncertainty, from various user and task perspectives. Alfred Inselberg examines challenges in the multivariate data analysis. He explains how relations among multiple variables can be mapped uniquely into ?-space subsets having geometrical properties and introduces Parallel Coordinates meth- ology for the unambiguous visualization and exploration of a multidimensional geometry and multivariate relations. Christiaan Gribble describes two alternative approaches to interactive particle visualization: one targeting desktop systems equipped with programmable graphics hardware and the other targeting moderately sized multicore systems using pack- based ray tracing. Finally, Christof Rezk Salama reviews state-of-the-art strategies for the assignment of visual parameters in scientific visualization systems. He explains the process of mapping abstract data values into visual based on transfer functions, clarifies the terms of pre- and postclassification, and introduces the state-of-the-art user int- faces for the design of transfer functions.

Visualising Uncertainty

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Publisher :
ISBN 13 : 9781912802050
Total Pages : 58 pages
Book Rating : 4.8/5 (2 download)

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Book Synopsis Visualising Uncertainty by : Polina Levontin

Download or read book Visualising Uncertainty written by Polina Levontin and published by . This book was released on 2020 with total page 58 pages. Available in PDF, EPUB and Kindle. Book excerpt: How should we understand and visualise the uncertainty inherent in decision-making? Using the right visualisation tools can improve our decisions. But this positive impact should never be taken for granted: visualisations can also have unexpected side-effects, and there is the risk that they can be misinterpreted or otherwise misused.

Proceedings of the International Conference on Cybersecurity, Situational Awareness and Social Media

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Publisher : Springer Nature
ISBN 13 : 9811964149
Total Pages : 476 pages
Book Rating : 4.8/5 (119 download)

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Book Synopsis Proceedings of the International Conference on Cybersecurity, Situational Awareness and Social Media by : Cyril Onwubiko

Download or read book Proceedings of the International Conference on Cybersecurity, Situational Awareness and Social Media written by Cyril Onwubiko and published by Springer Nature. This book was released on 2023-03-07 with total page 476 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book highlights advances in Cyber Security, Cyber Situational Awareness (CyberSA), Artificial Intelligence (AI) and Social Media. It brings together original discussions, ideas, concepts and outcomes from research and innovation from multidisciplinary experts. It offers topical, timely and emerging original innovations and research results in cyber situational awareness, security analytics, cyber physical systems, blockchain technologies, machine learning, social media and wearables, protection of online digital service, cyber incident response, containment, control, and countermeasures (CIRC3). The theme of Cyber Science 2022 is Ethical and Responsible use of AI. Includes original contributions advancing research in Artificial Intelligence, Machine Learning, Blockchain, Cyber Security, Social Media, Cyber Incident Response & Cyber Insurance. Chapters “Municipal Cybersecurity—A Neglected Research Area? A Survey of Current Research", "The Transnational Dimension of Cybersecurity: The NIS Directive and its Jurisdictional Challenges" and "Refining the Mandatory Cybersecurity Incident Reporting under the NIS Directive 2.0: Event Types and Reporting Processes” are available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.

Scientific Visualization

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Publisher : Springer
ISBN 13 : 1447164970
Total Pages : 397 pages
Book Rating : 4.4/5 (471 download)

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Book Synopsis Scientific Visualization by : Charles D. Hansen

Download or read book Scientific Visualization written by Charles D. Hansen and published by Springer. This book was released on 2014-09-18 with total page 397 pages. Available in PDF, EPUB and Kindle. Book excerpt: Based on the seminar that took place in Dagstuhl, Germany in June 2011, this contributed volume studies the four important topics within the scientific visualization field: uncertainty visualization, multifield visualization, biomedical visualization and scalable visualization. • Uncertainty visualization deals with uncertain data from simulations or sampled data, uncertainty due to the mathematical processes operating on the data, and uncertainty in the visual representation, • Multifield visualization addresses the need to depict multiple data at individual locations and the combination of multiple datasets, • Biomedical is a vast field with select subtopics addressed from scanning methodologies to structural applications to biological applications, • Scalability in scientific visualization is critical as data grows and computational devices range from hand-held mobile devices to exascale computational platforms. Scientific Visualization will be useful to practitioners of scientific visualization, students interested in both overview and advanced topics, and those interested in knowing more about the visualization process.

Human Interface and the Management of Information: Visual and Information Design

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Publisher : Springer Nature
ISBN 13 : 3031064240
Total Pages : 556 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Human Interface and the Management of Information: Visual and Information Design by : Sakae Yamamoto

Download or read book Human Interface and the Management of Information: Visual and Information Design written by Sakae Yamamoto and published by Springer Nature. This book was released on 2022-06-16 with total page 556 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two-volume set LNCS 13305 - 13306 constitutes the thoroughly refereed proceedings of the thematic area Human Interface and the Management of Information, HIMI 2022, which was held as part of HCI International 2022 and took place virtually during June 26-July 1, 2022. The total of 1271 papers and 275 poster papers included in the 39 HCII 2022 proceedings volumes was carefully reviewed and selected from 5487 submissions. The papers included in the HCII-HIMI volume set were organized in topical sections as follows: Part I: Human-centered design approaches; information design and quality; visual design; visualization and big data; Information, cognition and learning. Part II: Recommender systems; robots and avatars appearance and embodiment; information in virtual and augmented reality; information in complex technological environments.

Information Graphics

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Publisher : Oxford University Press
ISBN 13 : 0199772258
Total Pages : 449 pages
Book Rating : 4.1/5 (997 download)

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Book Synopsis Information Graphics by : Robert L. Harris

Download or read book Information Graphics written by Robert L. Harris and published by Oxford University Press. This book was released on 2000-01-06 with total page 449 pages. Available in PDF, EPUB and Kindle. Book excerpt: This beautifully illustrated book is the first complete handbook to visual information. Well written, easy to use, and carefully indexed, it describes the full range of charts, graphs, maps, diagrams, and tables used daily to manage, analyze, and communicate information. It features over 3,000 illustrations, making it an ideal source for ideas on how to present information. It is an invaluable tool for anyone who writes or designs reports, whether for scientific journals, annual reports, or magazines and newspapers.

Measuring and Visualizing Learning in the Information-Rich Classroom

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Author :
Publisher : Routledge
ISBN 13 : 1317695070
Total Pages : 350 pages
Book Rating : 4.3/5 (176 download)

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Book Synopsis Measuring and Visualizing Learning in the Information-Rich Classroom by : Peter Reimann

Download or read book Measuring and Visualizing Learning in the Information-Rich Classroom written by Peter Reimann and published by Routledge. This book was released on 2015-11-19 with total page 350 pages. Available in PDF, EPUB and Kindle. Book excerpt: Integrated information systems are increasingly used in schools, and the advent of the technology-rich classroom requires a new degree of ongoing classroom assessment. Able to track web searches, resources used, task completion time, and a variety of other classroom behaviors, technology-rich classrooms offer a wealth of potential information about teaching and learning. This information can be used to track student progress in languages, STEM, and in 21st Century skills, for instance. However, despite these changes, there has been little change in the kind of data made available to teachers, administrators, students, and parents. Measuring and Visualizing Learning in the Information-Rich Classroom collects research on the implementation of classroom assessment techniques in technology-enhanced learning environments. Building on research conducted by a multinational and multidisciplinary team of learning technology experts, and specialists from around the globe, this book addresses these discrepancies. With contributions from major researchers in education technology, testing and assessment, and education psychology, this book contributes to a holistic approach for building the information infrastructure of the 21st Century school.

Mastering Uncertainty in Mechanical Engineering

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Publisher : Springer Nature
ISBN 13 : 3030783545
Total Pages : 483 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Mastering Uncertainty in Mechanical Engineering by : Peter F. Pelz

Download or read book Mastering Uncertainty in Mechanical Engineering written by Peter F. Pelz and published by Springer Nature. This book was released on 2021-10-11 with total page 483 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book reports on innovative methods, technologies and strategies for mastering uncertainty in technical systems. Despite the fact that current research on uncertainty is mainly focusing on uncertainty quantification and analysis, this book gives emphasis to innovative ways to master uncertainty in engineering design, production and product usage alike. It gathers authoritative contributions by more than 30 scientists reporting on years of research in the areas of engineering, applied mathematics and law, thus offering a timely, comprehensive and multidisciplinary account of theories and methods for quantifying data, model and structural uncertainty, and of fundamental strategies for mastering uncertainty. It covers key concepts such as robustness, flexibility and resilience in detail. All the described methods, technologies and strategies have been validated with the help of three technical systems, i.e. the Modular Active Spring-Damper System, the Active Air Spring and the 3D Servo Press, which have been in turn developed and tested during more than ten years of cooperative research. Overall, this book offers a timely, practice-oriented reference guide to graduate students, researchers and professionals dealing with uncertainty in the broad field of mechanical engineering.

Anisotropy Across Fields and Scales

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Publisher : Springer Nature
ISBN 13 : 3030562158
Total Pages : 284 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Anisotropy Across Fields and Scales by : Evren Özarslan

Download or read book Anisotropy Across Fields and Scales written by Evren Özarslan and published by Springer Nature. This book was released on 2021 with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book focuses on processing, modeling, and visualization of anisotropy information, which are often addressed by employing sophisticated mathematical constructs such as tensors and other higher-order descriptors. It also discusses adaptations of such constructs to problems encountered in seemingly dissimilar areas of medical imaging, physical sciences, and engineering. Featuring original research contributions as well as insightful reviews for scientists interested in handling anisotropy information, it covers topics such as pertinent geometric and algebraic properties of tensors and tensor fields, challenges faced in processing and visualizing different types of data, statistical techniques for data processing, and specific applications like mapping white-matter fiber tracts in the brain. The book helps readers grasp the current challenges in the field and provides information on the techniques devised to address them. Further, it facilitates the transfer of knowledge between different disciplines in order to advance the research frontiers in these areas. This multidisciplinary book presents, in part, the outcomes of the seventh in a series of Dagstuhl seminars devoted to visualization and processing of tensor fields and higher-order descriptors, which was held in Dagstuhl, Germany, on October 28-November 2, 2018.

Python Data Science Handbook

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Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1491912138
Total Pages : 743 pages
Book Rating : 4.4/5 (919 download)

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Book Synopsis Python Data Science Handbook by : Jake VanderPlas

Download or read book Python Data Science Handbook written by Jake VanderPlas and published by "O'Reilly Media, Inc.". This book was released on 2016-11-21 with total page 743 pages. Available in PDF, EPUB and Kindle. Book excerpt: For many researchers, Python is a first-class tool mainly because of its libraries for storing, manipulating, and gaining insight from data. Several resources exist for individual pieces of this data science stack, but only with the Python Data Science Handbook do you get them all—IPython, NumPy, Pandas, Matplotlib, Scikit-Learn, and other related tools. Working scientists and data crunchers familiar with reading and writing Python code will find this comprehensive desk reference ideal for tackling day-to-day issues: manipulating, transforming, and cleaning data; visualizing different types of data; and using data to build statistical or machine learning models. Quite simply, this is the must-have reference for scientific computing in Python. With this handbook, you’ll learn how to use: IPython and Jupyter: provide computational environments for data scientists using Python NumPy: includes the ndarray for efficient storage and manipulation of dense data arrays in Python Pandas: features the DataFrame for efficient storage and manipulation of labeled/columnar data in Python Matplotlib: includes capabilities for a flexible range of data visualizations in Python Scikit-Learn: for efficient and clean Python implementations of the most important and established machine learning algorithms

Bayesian Compendium

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Publisher : Springer Nature
ISBN 13 : 3031660854
Total Pages : 261 pages
Book Rating : 4.0/5 (316 download)

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Book Synopsis Bayesian Compendium by : Marcel van Oijen

Download or read book Bayesian Compendium written by Marcel van Oijen and published by Springer Nature. This book was released on with total page 261 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Spatial Data Quality

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Publisher : CRC Press
ISBN 13 : 0203303245
Total Pages : 354 pages
Book Rating : 4.2/5 (33 download)

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Book Synopsis Spatial Data Quality by : Wenzhong Shi

Download or read book Spatial Data Quality written by Wenzhong Shi and published by CRC Press. This book was released on 2002-09-05 with total page 354 pages. Available in PDF, EPUB and Kindle. Book excerpt: As research in the geosciences and social sciences becomes increasingly dependent on computers, applications such as geographical information systems are becoming indispensable tools. But the digital representations of phenomena that these systems require are often of poor quality, leading to inaccurate results, uncertainty, error propagation, and

Human Interaction & Emerging Technologies (IHIET-AI 2022): Artificial Intelligence & Future Applications

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Publisher : AHFE International
ISBN 13 : 1792389892
Total Pages : 853 pages
Book Rating : 4.7/5 (923 download)

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Book Synopsis Human Interaction & Emerging Technologies (IHIET-AI 2022): Artificial Intelligence & Future Applications by : Tareq Ahram and Redha Taiar

Download or read book Human Interaction & Emerging Technologies (IHIET-AI 2022): Artificial Intelligence & Future Applications written by Tareq Ahram and Redha Taiar and published by AHFE International. This book was released on 2022-04-22 with total page 853 pages. Available in PDF, EPUB and Kindle. Book excerpt: Human Interaction & Emerging Technologies: Artificial Intelligence & Future Applications Proceedings of the 7th International Conference on Human Interaction and Emerging Technologies, IHIET-AI 2022, April 21–23, 2022, Lausanne, Switzerland

Uncertainty Quantification in Scientific Computing

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Publisher : Springer
ISBN 13 : 9783642432934
Total Pages : 0 pages
Book Rating : 4.4/5 (329 download)

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Book Synopsis Uncertainty Quantification in Scientific Computing by : Andrew Dienstfrey

Download or read book Uncertainty Quantification in Scientific Computing written by Andrew Dienstfrey and published by Springer. This book was released on 2014-09-20 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed post-proceedings of the 10th IFIP WG 2.5 Working Conference on Uncertainty Quantification in Scientific Computing, WoCoUQ 2011, held in Boulder, CO, USA, in August 2011. The 24 revised papers were carefully reviewed and selected from numerous submissions. They are organized in the following topical sections: UQ need: risk, policy, and decision making, UQ theory, UQ tools, UQ practice, and hot topics. The papers are followed by the records of the discussions between the participants and the speaker.

Statistics in Corpus Linguistics Research

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Publisher : Routledge
ISBN 13 : 0429958676
Total Pages : 383 pages
Book Rating : 4.4/5 (299 download)

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Book Synopsis Statistics in Corpus Linguistics Research by : Sean Wallis

Download or read book Statistics in Corpus Linguistics Research written by Sean Wallis and published by Routledge. This book was released on 2020-11-22 with total page 383 pages. Available in PDF, EPUB and Kindle. Book excerpt: Traditional approaches focused on significance tests have often been difficult for linguistics researchers to visualise. Statistics in Corpus Linguistics Research: A New Approach breaks these significance tests down for researchers in corpus linguistics and linguistic analysis, promoting a visual approach to understanding the performance of tests with real data, and demonstrating how to derive new intervals and tests. Accessibly written, this book discusses the ‘why’ behind the statistical model, allowing readers a greater facility for choosing their own methodologies. Accessibly written for those with little to no mathematical or statistical background, it explains the mathematical fundamentals of simple significance tests by relating them to confidence intervals. With sample datasets and easy-to-read visuals, this book focuses on practical issues, such as how to: • pose research questions in terms of choice and constraint; • employ confidence intervals correctly (including in graph plots); • select optimal significance tests (and what results mean); • measure the size of the effect of one variable on another; • estimate the similarity of distribution patterns; and • evaluate whether the results of two experiments significantly differ. Appropriate for anyone from the student just beginning their career to the seasoned researcher, this book is both a practical overview and valuable resource.

Innovations in Remote Sensing and Photogrammetry

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Publisher : Springer Science & Business Media
ISBN 13 : 3540939628
Total Pages : 478 pages
Book Rating : 4.5/5 (49 download)

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Book Synopsis Innovations in Remote Sensing and Photogrammetry by : Simon Jones

Download or read book Innovations in Remote Sensing and Photogrammetry written by Simon Jones and published by Springer Science & Business Media. This book was released on 2009-10-14 with total page 478 pages. Available in PDF, EPUB and Kindle. Book excerpt: Remote sensing of our environment is becoming increasingly accessible and important in today’s society. This book aims to highlight some of the broad and multi-disciplinary applications, and emerging practices, that remote sensing and photogrammetric technologies lend themselves to. The papers have been selected from the 13th and 14th Australasian Remote Sensing and Photogrammetry Conferences given by experts in remote sensing, spatial analysis and photogrammetry from across the Asia Pacific region. They are presented here as a collection of peer reviewed papers covering research into areas such as data fusion techniques and their applications in environmental monitoring, synoptic monitoring and data processing, terrestrial and marine applications of remote sensing, and photogrammetry.