Parallel Coordinates

Author : Antony Unwin,Martin Theus,Heike Hofmann
Publisher : Springer Science & Business Media
Page : 276 pages
File Size : 53,9 Mb
Release : 2007-06-12
Category : Computers
ISBN : 9780387379777

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Graphics of Large Datasets by Antony Unwin,Martin Theus,Heike Hofmann Pdf

This book shows how to look at ways of visualizing large datasets, whether large in numbers of cases, or large in numbers of variables, or large in both. All ideas are illustrated with displays from analyses of real datasets and the importance of interpreting displays effectively is emphasized. Graphics should be drawn to convey information and the book includes many insightful examples. New approaches to graphics are needed to visualize the information in large datasets and most of the innovations described in this book are developments of standard graphics. The book is accessible to readers with some experience of drawing statistical graphics.

Author : Peng You,Heng Li,Zhenxiang Chen
Publisher : Springer Nature
Page : 1066 pages
File Size : 42,6 Mb
Release : 2023-03-28
Category : Technology & Engineering
ISBN : 9789819909230

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Proceedings of International Conference on Image, Vision and Intelligent Systems 2022 (ICIVIS 2022) by Peng You,Heng Li,Zhenxiang Chen Pdf

This book is a collection of the papers accepted by the ICIVIS 2022—The International Conference on Image, Vision and Intelligent Systems, held on August 15–17, 2022, in Jinan, China. The topics focus but are not limited to image, vision and intelligent systems. Each part can be used as an excellent reference by industry practitioners, university faculties, research fellows and undergraduates as well as graduate students who need to build a knowledge base of the most current advances and state of practice in the topics covered by this conference proceedings.

Author : Christopher V. Jones
Publisher : Springer Science & Business Media
Page : 458 pages
File Size : 42,5 Mb
Release : 1996-01-31
Category : Business & Economics
ISBN : 0792396723

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Visualization and Optimization by Christopher V. Jones Pdf

This book examines ongoing research and practice in using visualization to represent optimization models, explore optimum solutions, and summarize the results of the optimization effort. As research in optimization develops more powerful algorithms capable of analyzing ever more complicated problems, an increasing number of excellent books have been written to explain how to construct optimization models and how to build algorithms to analyze these models. However, solving problems using optimization techniques involves more than just developing newer, faster algorithms. Building, debugging, validating and understanding models and algorithms requires appropriate representations. This book describes how scientific visualization can enhance the representations needed for optimization. Although books on visualization exist, none of them have specifically addressed how visualization can contribute to optimization practice and research. In this book, relevant techniques of computer graphics, virtual reality, sonification, among others, are examined and specifically targeted to optimization. Moreover, applications of optimization to visualization are also explored.

Author : Anonim
Publisher : Elsevier
Page : 660 pages
File Size : 47,7 Mb
Release : 2005-05-02
Category : Mathematics
ISBN : 9780080459400

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Data Mining and Data Visualization by Anonim Pdf

Data Mining and Data Visualization focuses on dealing with large-scale data, a field commonly referred to as data mining. The book is divided into three sections. The first deals with an introduction to statistical aspects of data mining and machine learning and includes applications to text analysis, computer intrusion detection, and hiding of information in digital files. The second section focuses on a variety of statistical methodologies that have proven to be effective in data mining applications. These include clustering, classification, multivariate density estimation, tree-based methods, pattern recognition, outlier detection, genetic algorithms, and dimensionality reduction. The third section focuses on data visualization and covers issues of visualization of high-dimensional data, novel graphical techniques with a focus on human factors, interactive graphics, and data visualization using virtual reality. This book represents a thorough cross section of internationally renowned thinkers who are inventing methods for dealing with a new data paradigm. Distinguished contributors who are international experts in aspects of data mining Includes data mining approaches to non-numerical data mining including text data, Internet traffic data, and geographic data Highly topical discussions reflecting current thinking on contemporary technical issues, e.g. streaming data Discusses taxonomy of dataset sizes, computational complexity, and scalability usually ignored in most discussions Thorough discussion of data visualization issues blending statistical, human factors, and computational insights

Author : Florent Masseglia,Pascal Poncelet,Maguelonne Teisseire
Publisher : IGI Global
Page : 386 pages
File Size : 48,9 Mb
Release : 2008-01-01
Category : Computers
ISBN : 9781599046457

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Successes and New Directions in Data Mining by Florent Masseglia,Pascal Poncelet,Maguelonne Teisseire Pdf

"This book addresses existing solutions for data mining, with particular emphasis on potential real-world applications. It captures defining research on topics such as fuzzy set theory, clustering algorithms, semi-supervised clustering, modeling and managing data mining patterns, and sequence motif mining"--Provided by publisher.

Author : Alfred Inselberg
Publisher : Springer Science & Business Media
Page : 571 pages
File Size : 54,9 Mb
Release : 2009-08-15
Category : Mathematics
ISBN : 9780387686288

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Parallel Coordinates by Alfred Inselberg Pdf

This is one book that can genuinely be said to be straight from the horse’s mouth. Written by the originator of the technique, it examines parallel coordinates as the leading methodology for multidimensional visualization. Starting from geometric foundations, this is the first systematic and rigorous exposition of the methodology's mathematical and algorithmic components. It covers, among many others, the visualization of multidimensional lines, minimum distances, planes, hyperplanes, and clusters of "near" planes. The last chapter explains in a non-technical way the methodology's application to visual and automatic data mining. The principles of the latter, along with guidelines, strategies and algorithms are illustrated in detail on real high-dimensional datasets.

Author : Charles Arthur Weber,Fahad Abdullah A. Almubarak,François M. Julien,Greg Martin Allenby,Jim Hutchison,Larry H. P. Lang,Nicholas George Hall,Paul Mireault,Richard Cheng,Roger D. Blackwell
Publisher : Unknown
Page : 476 pages
File Size : 43,7 Mb
Release : 1987
Category : Africa
ISBN : OSU:32435032750119

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Determination of Paths to Vendor Market Efficiency Using Parallel Coordinates Representation by Charles Arthur Weber,Fahad Abdullah A. Almubarak,François M. Julien,Greg Martin Allenby,Jim Hutchison,Larry H. P. Lang,Nicholas George Hall,Paul Mireault,Richard Cheng,Roger D. Blackwell Pdf

Author : Jim X. Chen
Publisher : Springer Science & Business Media
Page : 585 pages
File Size : 52,7 Mb
Release : 2008-12-17
Category : Computers
ISBN : 9781848009011

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Guide to Graphics Software Tools by Jim X. Chen Pdf

The 2nd edition of this integrated guide explains and lists readily available graphics software tools and their applications, while also serving as a shortcut to graphics theory and programming. It grounds readers in fundamental concepts and helps them use visualization, modeling, simulation, and virtual reality to complement and improve their work.

Author : Jim X. Chen,Edward J. Wegman
Publisher : Springer Science & Business Media
Page : 306 pages
File Size : 43,5 Mb
Release : 2007-01-15
Category : Computers
ISBN : 9781846285974

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Foundations of 3D Graphics Programming by Jim X. Chen,Edward J. Wegman Pdf

This new reference text offers a shortcut to graphics theory and programming using JOGL, a new vehicle of 3D graphics programming in Java. It covers all graphics basics and several advanced topics, without including some implementation details that are not necessary in graphics applications. It also covers some basic concepts in Java programming for C/C++ programmers. The book is designed as quick manual for scientists and engineers who understand Java programming to learn 3D graphics, and serves as a concise 3D graphics textbook for students who know programming basics already.

Author : Anonim
Publisher : Unknown
Page : 402 pages
File Size : 49,8 Mb
Release : 1988
Category : Experimental design
ISBN : UOM:39015016355672

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Proceedings by Anonim Pdf

Author : Anonim
Publisher : Unknown
Page : 396 pages
File Size : 50,5 Mb
Release : 1989
Category : Experimental design
ISBN : CHI:34365794

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Proceedings of the ... Conference on the Design of Experiments by Anonim Pdf

Author : James E. Gentle,Wolfgang Karl Härdle,Yuichi Mori
Publisher : Springer Science & Business Media
Page : 1180 pages
File Size : 46,5 Mb
Release : 2012-07-06
Category : Computers
ISBN : 9783642215513

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Handbook of Computational Statistics by James E. Gentle,Wolfgang Karl Härdle,Yuichi Mori Pdf

The Handbook of Computational Statistics - Concepts and Methods (second edition) is a revision of the first edition published in 2004, and contains additional comments and updated information on the existing chapters, as well as three new chapters addressing recent work in the field of computational statistics. This new edition is divided into 4 parts in the same way as the first edition. It begins with "How Computational Statistics became the backbone of modern data science" (Ch.1): an overview of the field of Computational Statistics, how it emerged as a separate discipline, and how its own development mirrored that of hardware and software, including a discussion of current active research. The second part (Chs. 2 - 15) presents several topics in the supporting field of statistical computing. Emphasis is placed on the need for fast and accurate numerical algorithms, and some of the basic methodologies for transformation, database handling, high-dimensional data and graphics treatment are discussed. The third part (Chs. 16 - 33) focuses on statistical methodology. Special attention is given to smoothing, iterative procedures, simulation and visualization of multivariate data. Lastly, a set of selected applications (Chs. 34 - 38) like Bioinformatics, Medical Imaging, Finance, Econometrics and Network Intrusion Detection highlight the usefulness of computational statistics in real-world applications.

Author : Dr. Aleksandra Gruca,Tadeusz Czachórski,Stanisław Kozielski
Publisher : Springer Science & Business Media
Page : 639 pages
File Size : 49,6 Mb
Release : 2013-10-01
Category : Technology & Engineering
ISBN : 9783319023090

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Man-Machine Interactions 3 by Dr. Aleksandra Gruca,Tadeusz Czachórski,Stanisław Kozielski Pdf

Man-Machine Interaction is an interdisciplinary field of research that covers many aspects of science focused on a human and machine in conjunction. Basic goal of the study is to improve and invent new ways of communication between users and computers, and many different subjects are involved to reach the long-term research objective of an intuitive, natural and multimodal way of interaction with machines. The rapid evolution of the methods by which humans interact with computers is observed nowadays and new approaches allow using computing technologies to support people on the daily basis, making computers more usable and receptive to the user's needs. This monograph is the third edition in the series and presents important ideas, current trends and innovations in the man-machine interactions area. The aim of this book is to introduce not only hardware and software interfacing concepts, but also to give insights into the related theoretical background. Reader is provided with a compilation of high-quality original papers covering a wide scope of research topics divided into eleven sections, namely: human-computer interactions, robot control, embedded and navigation systems, bio data analysis and mining, biomedical signal processing, image and sound processing, decision support and expert systems, rough and fuzzy systems, pattern recognition, algorithms and optimization, computer networks and mobile technologies and data management systems.

Author : Yuhui Shi,Kay Chen Tan,Mengjie Zhang,Ke Tang,Xiaodong Li,Qingfu Zhang,Ying Tan,Martin Middendorf,Yaochu Jin
Publisher : Springer
Page : 1041 pages
File Size : 45,7 Mb
Release : 2017-11-01
Category : Computers
ISBN : 9783319687599

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Simulated Evolution and Learning by Yuhui Shi,Kay Chen Tan,Mengjie Zhang,Ke Tang,Xiaodong Li,Qingfu Zhang,Ying Tan,Martin Middendorf,Yaochu Jin Pdf

This book constitutes the refereed proceedings of the 11th International Conference on Simulated Evolution and Learning, SEAL 2017, held in Shenzhen, China, in November 2017. The 85 papers presented in this volume were carefully reviewed and selected from 145 submissions. They were organized in topical sections named: evolutionary optimisation; evolutionary multiobjective optimisation; evolutionary machine learning; theoretical developments; feature selection and dimensionality reduction; dynamic and uncertain environments; real-world applications; adaptive systems; and swarm intelligence.

Author : George Bebis
Publisher : Springer Science & Business Media
Page : 1245 pages
File Size : 47,8 Mb
Release : 2008-11-13
Category : Computers
ISBN : 9783540896456

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Advances in Visual Computing by George Bebis Pdf

The two volume set LNCS 5358 and LNCS 5359 constitutes the refereed proceedings of the 4th International Symposium on Visual Computing, ISVC 2008, held in Las Vegas, NV, USA, in December 2008. The 102 revised full papers and 70 poster papers presented together with 56 full and 8 poster papers of 8 special tracks were carefully reviewed and selected from more than 340 submissions. The papers are organized in topical sections on computer graphics, visualization, shape/recognition, video analysis and event recognition, virtual reality, reconstruction, motion, face/gesture, and computer vision applications. The 8 additional special tracks address issues such as object recognition, real-time vision algorithm implementation and application, computational bioimaging and visualization, discrete and computational geometry, soft computing in image processing and computer vision, visualization and simulation on immersive display devices, analysis and visualization of biomedical visual data, as well as image analysis for remote sensing data.