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SPIRES-BOOKS: FIND KEYWORD VISUALIZATION *END*INIT* use /tmp/qspiwww.webspi1/18650.129 QRY 131.225.70.96 . find keyword visualization ( in books using www Cover
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Call number:9783319470245:ONLINE Show nearby items on shelf
Title:Eye Tracking and Visualization Foundations, Techniques, and Applications. ETVIS 2015
Author(s):
Date:2017
Size:1 online resource (XII, 258 p. 123 illus., 105 illus. in color p.)
ISBN:9783319470245
Series:eBooks
Series:Springer eBooks
Series:Springer 2017 package
Keywords: Mathematics , User interfaces (Computer systems) , Computer graphics , Visualization , Statistics , Mathematics , Visualization , User Interfaces and Human Computer Interaction , Computer Graphics , Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Scien
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Call number:9781783553365:ONLINE Show nearby items on shelf
Title:Python Data Analysis learn how to apply powerful data analysis techniques with popular open source Python modules
Author(s): Ivan Idris
Date:2014
Publisher:Birmingham, UK: Packt Publishing
Size:348 p
Note:online access: non linear lending
Contents:Getting started with Python libraries -- NumPy arrays -- Statistics and linear algebra -- pandas primer -- Retrieving, processing, and storing data -- Data visualization -- Signal processing and time series -- Working with databases -- Analyzing tex tual data and social media -- Predictive analytics and machine learning -- Environments outside the Python ecosystem and cloud computing -- Performance tuning, profiling, and concurrency -- Appendix A : key concepts -- Appendix B : useful functions -- Ap p endix C : online resources
ISBN:9781783553365
Series:eBooks
Series:EBL eBook
Keywords: Python (Computer program language)
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Call number:9781449323615:ONLINE Show nearby items on shelf
Title:Python for Data Analysis : Data Wrangling with Pandas, NumPy, and IPython
Author(s): Wes McKinney
Date:2012
Publisher:O'Reilly Media
Size:469 p
Contents:Preliminaries -- Introductory examples -- IPython : an interactive computing development environment -- NumPy basics : arrays and vectorized computation -- Getting started with pandas -- Data loading, storage, and file formats -- Data wrangling : clean, transform, merge, reshape -- Plotting and visualization -- Data aggregation and group operations -- Time series -- Financial and economic data applications -- Advanced NumPy
ISBN:9781449319793
Series:eBooks
Keywords: Data mining , Programming languages (Electronic computers) , Python (Computer program language)
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Call number:1119962935:ONLINE Show nearby items on shelf
Title:The Visualization of Spatial Social Structure
Author(s): Dorling
Date:2012
Publisher:Wiley
Size:1 online resource (402 p.)
ISBN:9781119962939
Series:eBooks
Series:Wiley Online Library
Series:Wiley 2016 package purchase
Keywords: Statistics
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Call number:1119067146:ONLINE Show nearby items on shelf
Title:Building Responsive Data Visualization for the Web
Author(s): Hinderman
Date:2015
Publisher:Wiley
Size:1 online resource (449 p.)
ISBN:9781119067146
Series:eBooks
Series:Wiley Online Library
Series:Wiley 2016 package purchase
Keywords: Computer Science
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Call number:1119002257:ONLINE Show nearby items on shelf
Title:Storytelling with Data: A Data Visualization Guide for Business Professionals
Author(s): Nussbaumer Knaf
Date:2015
Publisher:Wiley
Size:1 online resource (289 p.)
ISBN:9781119002253
Series:eBooks
Series:Wiley Online Library
Series:Wiley 2016 package purchase
Keywords: Mathematics
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Call number:1118954130:ONLINE Show nearby items on shelf
Title:Modeling and Visualization of Complex Systems and Enterprises: Explorations of Physical, Human, Economic, and Social Phenomena
Author(s): Rouse
Date:2015
Publisher:Wiley
Size:1 online resource (297 p.)
ISBN:9781118954133
Series:eBooks
Series:Wiley Online Library
Series:Wiley 2016 package purchase
Keywords: Electrical & Electronics Engineering
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Call number:1118847067:ONLINE Show nearby items on shelf
Title:JavaScript and jQuery for Data Analysis and Visualization
Author(s): Raasch
Date:2014
Publisher:Wrox
Size:1 online resource (453 p.)
ISBN:9781118847060
Series:eBooks
Series:Wiley Online Library
Series:Wiley 2016 package purchase
Keywords: Computer Science
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Call number:1118845846:ONLINE Show nearby items on shelf
Title:Graph Analysis and Visualization:iness Opportunity in Linked Data
Author(s): Brath
Date:2015
Publisher:Wiley
Size:1 online resource (545 p.)
ISBN:9781118845844
Series:eBooks
Series:Wiley Online Library
Series:Wiley 2016 package purchase
Keywords: Computer Science
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Call number:1118368479:ONLINE Show nearby items on shelf
Title:Sound Visualization and Manipulation
Author(s): Kim
Date:2013
Publisher:Wiley
Size:1 online resource (401 p.)
ISBN:9781118368473
Series:eBooks
Series:Wiley Online Library
Series:Wiley 2016 package purchase
Keywords: Electrical & Electronics Engineering
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Call number:0471697559:ONLINE Show nearby items on shelf
Title:Multivariate Density Estimation: Theory, Practice, and Visualization, Second Edition
Author(s): Scott
Date:2015
Publisher:Wiley
Size:1 online resource (385 p.)
ISBN:9780471697558
Series:eBooks
Series:Wiley Online Library
Series:Wiley 2016 package purchase
Keywords: Statistics
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Call number:0471547700:ONLINE Show nearby items on shelf
Title:Multivariate Density Estimation: Theory Practice and Visualization
Author(s): Scott
Date:1992
Publisher:Wiley
Size:1 online resource (337 p.)
ISBN:9780471547709
Series:eBooks
Series:Wiley Online Library
Series:Wiley 2016 package purchase
Keywords: Statistics
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Call number:0470973978:ONLINE Show nearby items on shelf
Title:Visualization of Fields and Applications in Engineering
Author(s): Tou
Date:2011
Publisher:Wiley
Size:1 online resource (385 p.)
ISBN:9780470973974
Series:eBooks
Series:Wiley Online Library
Series:Wiley 2016 package purchase
Keywords: Electrical & Electronics Engineering
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Call number:0470944889:ONLINE Show nearby items on shelf
Title:Visualize This: The FlowingData Guide to Design, Visualization, and Statistics
Author(s): Yau
Date:2011
Publisher:Wiley
Size:1 online resource (385 p.)
ISBN:9780470944882
Series:eBooks
Series:Wiley Online Library
Series:Wiley 2016 package purchase
Keywords: Computer Science
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Call number:0470714522:ONLINE Show nearby items on shelf
Title:Understanding Large Temporal Networks and Spatial Networks - Exploration, Pattern Searching, Visualization and Network Evolution
Author(s): Doreian
Date:2014
Publisher:Wiley
Size:1 online resource (465 p.)
ISBN:9780470714522
Series:eBooks
Series:Wiley Online Library
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Keywords: Statistics
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Call number:0470290889:ONLINE Show nearby items on shelf
Title:Smoothing of Multivariate Data: Density Estimation and Visualization
Author(s): Klemela
Date:2009
Publisher:Wiley
Size:1 online resource (604 p.)
ISBN:9780470290880
Series:eBooks
Series:Wiley Online Library
Series:Wiley 2016 package purchase
Keywords: Statistics
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Call number:0470222808:ONLINE Show nearby items on shelf
Title:Making Sense of Data II: A Practical Guide to Data Visualization, Advanced Data Mining Methods, and Applications
Author(s): Myatt
Date:2009
Publisher:Wiley
Size:1 online resource (309 p.)
ISBN:9780470222805
Series:eBooks
Series:Wiley Online Library
Series:Wiley 2016 package purchase
Keywords: Statistics
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Cover Image This book is only available through interlibrary loan. (email library@fnal.gov if you would like this title added to the Library collection.)
Call number:T385.V59::1990 Show nearby items on shelf
Title:Visualization in scientific computing
Author(s): Gregory M. Nielson
Date:1990
Publisher:IEEE Computer Society Press, Washington
ISBN:081868979X
Keywords: Computer graphics.
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Cover Image This book is only available through interlibrary loan. (email library@fnal.gov if you would like this title added to the Library collection.)
Call number:T385.S73::1991 Show nearby items on shelf
Title:State of the art in computer graphics : visualization and modeling
Author(s): David F. Rogers
Date:1991
Publisher:Springer-Verlag, New York
ISBN:0387975608
Keywords: Computer graphics.
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Call number:T385.C357::2013 Show nearby items on shelf
Title:The functional art: An introduction to information graphics and visualization
Author(s): Alberto Cairo
Date:2013
Publisher:Berkeley, CA : New Riders
Size:363 p
Contents:Introduction -- 1. Why visualize : from information to wisdom -- 2. Forms and functions : visualization as a technology -- 3.The beauty paradox : art and communication -- 4. The complexity challenge : presentation and exploration --5.The eye and th e visual brain -- 6. Visualizing for the mind -- 7. Images in the head -- 8. Creating information graphics -- 9.The rise of interactive graphics
ISBN:9780321834737
Keywords: Computer graphics. , Charts, diagrams, etc. Design. , Information visualization.
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Call number:SPRINGER-2016-9783319285887:ONLINE Show nearby items on shelf
Title:Computational Diffusion MRI MICCAI Workshop, Munich, Germany, October 9th, 2015
Author(s):
Date:2016
Size:1 online resource (63 p.)
Note:10.1007/978-3-319-28588-7
Contents:An Efficient Finite Element Solution of the Generalised Bloch-Torrey Equation for Arbitrary Domains: L. Beltrachini et al -- Super-Resolution Reconstruction of Diffusion-Weighted Images using 4D Low-Rank and Total Variation: Feng Shi et al -- Holist ic Image Reconstruction for Diffusion MRI: V. Golkov et al -- Alzheimer’s Disease Classification with Novel Microstructural Metrics from Diffusion-Weighted MRI: T. M. Nir et al -- Brain Tissue Micro-Structure Imaging from Diffusion MRI Using Least Squar es Variable Separation: H. Farooq et al -- Multi-Tensor MAPMRI: How to Estimate Microstructural Information from Crossing Fibers: M. Zucchelli et al -- On the Use of Antipodal Optimal Dimensionality Sampling Scheme on the Sphere for Recovering Intra-Voxel Fibre Structure in Diffusion MRI: A.P. Bates et al -- Estimation of Fiber Orientations Using Neighborhood Information: C. Ye et al -- A framework for creating population specific multimodal brain atlas using clinical T1 and diffusion tensor
images: V. Gupta et al -- Alignment of Tractograms as Linear Assignment Problem: N. Sharmin -- Accelerating Global Tractography Using Parallel Markov Chain Monte Carlo: H. Wu et al -- Adaptive Enhancement in Diffusion MRI Through Propagator Sharpeni ng: T. Dela Haije et al -- Angular Resolution Enhancement of Diffusion MRI Data Using Inter-Image Information Transfer: Geng Chen et al -- Crossing versus Fanning: Model Comparison Using HCP Data: A. Ghosh et al -- White Matter Fiber Set Simplification by Redundancy Reduction with Minimum Anatomical Information Loss: G. Zimmerman Moreno et al -- A Temperature Phantom to Probe the Ensemble Average Propagator Asymmetry: an In-Silico Study: M. Pizzolato et al -- Registration Strategies for Whole-Body Diffusi on-Weighted MRI Stitching: J. Ceranka et al -- HARDI Feature Selection, Registration and Atlas Building for A$\beta$ Pathology Classification: E. Schwab et al -- Reliability of Structural Connectivity Examined with Four Different Diffusion
Reconstruction Methods at Two Different Spatial and Angular Resolutions: J. E. Villalon-Reina et al
ISBN:9783319285887
Series:eBooks
Series:SpringerLink (Online service)
Series:Springer eBooks
Keywords: Mathematics , Computer simulation , Image processing , Bioinformatics , Computer mathematics , Visualization , Statistics , Mathematics , Visualization , Computational Biology/Bioinformatics , Computational Science and Engineering , Simulation and Modeling , Image Processing and Computer Vision , Statistics for Life Sciences, Medicine, Health Sciences
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Call number:SPRINGER-2016-9783319245232:ONLINE Show nearby items on shelf
Title:Visualization in Medicine and Life Sciences III Towards Making an Impact
Author(s):
Date:2016
Size:1 online resource (132 p.)
Note:10.1007/978-3-319-24523-2
Contents:Segmentation and Uncertainty -- Visualization of 3D Medical Images -- Visualization for Diffusion-weighted Imaging -- Cohort Studies and Time-varying Phenomena -- Visualization in Life Sciences
ISBN:9783319245232
Series:eBooks
Series:SpringerLink (Online service)
Series:Springer eBooks
Keywords: Mathematics , User interfaces (Computer systems) , Computer graphics , Image processing , Visualization , Mathematics , Visualization , User Interfaces and Human Computer Interaction , Computer Graphics , Image Processing and Computer Vision
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Call number:SPRINGER-2016-9783319242774:ONLINE Show nearby items on shelf
Title:ggplot2 Elegant Graphics for Data Analysis
Author(s): Hadley Wickham
Date:2016
Edition:2nd ed. 2016
Size:1 online resource (140 p.)
Note:10.1007/978-3-319-24277-4
Contents:Introduction -- Getting Started with ggplot2 -- Toolbox -- Mastering the Grammar -- Building a Plot Layer by Layer -- Scales, Axes and Legends -- Positioning -- Themes -- Data Analysis -- Data Transformation -- Modelling for Visualisation -- Progra mming with ggplot2 -- Index -- R Code Index.
ISBN:9783319242774
Series:eBooks
Series:SpringerLink (Online service)
Series:Springer eBooks
Keywords: Statistics , Computer graphics , Mathematics , Visualization , Statistics , Statistics and Computing/Statistics Programs , Visualization , Computer Graphics
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Call number:SPRINGER-2016-9781441980717:ONLINE Show nearby items on shelf
Title:Encyclopedia of Color Science and Technology
Author(s):
Date:2016
Publisher:New York, NY : Springer New York
Size:1 online resource (553 p.)
Note:10.1007/978-1-4419-8071-7
Contents:Introduction -- Accessibility and Color -- Art Conservation and Color -- Capturing Color -- The Chemistry of Color -- Color and Architecture -- Color and Computer Graphics -- Color and Culture -- Color and Education -- Color
Appearance Correlates -- Color Crosscuts -- Color Design -- Color Differences -- Color Harmony -- Color Imaging -- Colorimetry and Color Spaces -- Color Management -- Color Palettes -- Data Visualization and Color -- The Description of
Color -- Displaying Color -- Encoding Color -- History of Color -- Industrial Color -- The Measurement of Color -- Organizing Color -- The Perception of Color -- The Physics of Color -- Printing Color -- Processing Color -- Quality of
Color
ISBN:9781441980717
Series:eBooks
Series:SpringerLink (Online service)
Series:Springer eBooks
Keywords: Physics , Printing , Publishers and publishing , Chemical engineering , Image processing , Optics , Optoelectronics , Plasmons (Physics) , Physics , Optics, Optoelectronics, Plasmonics and Optical Devices , Signal, Image and Speech Processing , Industrial Chemistry/Chemical Engineering , Image Processing and Computer Vision , Printing and Publishing
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Call number:SPRINGER-2014-9783642543012:ONLINE Show nearby items on shelf
Title:Visualization and Processing of Tensors and Higher Order Descriptors for Multi-Valued Data [electronic resource]
Author(s): Carl-Fredrik Westin
Anna Vilanova
Bernhard Burgeth
Date:2014
Publisher:Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer
Size:1 online resource
Note:Arising from the fourth Dagstuhl conference entitled Visualization and Processing of Tensors and Higher Order Descriptors for Multi-Valued Data (2011), this book offers a broad and vivid view of current work in this emergingfield. Topics covered rang e from applications of the analysis of tensor fields to research on their mathematical and analytical properties. Part I, Tensor Data Visualization, surveys techniques for visualization of tensors and tensorfields in engineering, discusses the current sta te of the art and challenges, and examines tensor invariants and glyph design, including an overview of common glyphs. The second Part, Representation and Processing of Higher-orderDescriptors, describes a matrix representation of local phase, outlines ma thematical morphological operations techniques, extended for use in vector images, and generalizes erosion to the space of diffusion weighted MRI. Part III,Higher Order Tensors and Riemannian-Finsler Geometry, offers powerful mathematical language to mode l and analyze large and complex diffusion data such as High Angular Resolution Diffusion Imaging (HARDI) and Diffusion Kurtosis Imaging(DKI). A Part entitled Tensor Signal Processing presents new methods for processing tensor-valued data, including a nove l perspective on performing voxel-wise morphometry of diffusion tensor data using kernel-based approach, exploresthe free-water diffusion model, and reviews proposed approaches for computing fabric tensors, emphasizing trabecular bone research. The last P art, Applications of Tensor Processing, discusses metric and curvature tensors, two of themost studied tensors in geometry processing. Also covered is a technique for diagnostic prediction of first-episode schizophrenia patients based on brain diffusion M RI data. The last chapter presents an interactive system integratingthe visual analysis of diffusion MRI tractography with data from electroencephalography
Contents:Part I: Tensor Data Visualization: Top Challenges in the Visualization of Engineering Tensor Fields: M Hlawitschka et al
Tensor Invariants and Glyph Design: A. Kratz et al
Part II: Representation and Processing of Higher
order Descriptors: Monomial Phase: A Matrix Representation of Local Phase: H. Knutsson et al
Order Based Morphology for Colour Images via Matrix Fields: B. Burgeth et al
Sharpening Fibers in Diffusion Weighted MRI via Erosion: T.C.J. Dela Haije et al
Part III: Higher Order Tensors and Riemannian
Finsler Geometry: Higher
Order Tensors in Diffusion Imaging: Th
ISBN:9783642543012
Series:eBooks
Series:SpringerLink
Series:Mathematics and Visualization, 1612-3786
Series:Mathematics and Statistics (Springer-11649)
Keywords: Mathematics , Computer vision , Computer graphics , Differential equations, partial , Visualization , Global differential geometry
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Call number:SPRINGER-2014-9783642453670:ONLINE Show nearby items on shelf
Title:Scientific Computing with MATLAB and Octave [electronic resource]
Author(s): Alfio Quarteroni
Fausto Saleri
Paola Gervasio
Date:2014
Edition:4th ed. 2014
Publisher:Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer
Size:1 online resource
Note:This textbook is an introduction to Scientific Computing, in which several numerical methods for the computer-based solution of certain classes of mathematical problems are illustrated. The authors show how to compute the zeros,the extrema, and the i ntegrals of continuous functions, solve linear systems, approximate functions using polynomials and construct accurate approximations for the solution of ordinary and partial differential equations. To make theformat concrete and appealing, the programmin g environments Matlab and Octave are adopted as faithful companions. The book contains the solutions to several problems posed in exercises and examples, often originating from importantapplications. At the end of each chapter, a specific section is devot ed to subjects which were not addressed in the book and contains bibliographical references for a more comprehensive treatment of the material. From the review:.... This carefully written textbook, the third English edition, contains substantial new devel opments on the numerical solution of differential equations. It is typeset in a two-color design and is written in a style suited forreaders who have mathematics, natural sciences, computer sciences or economics as a background and who are interested in a well-organized introduction to the subject. Roberto Plato (Siegen), Zentralblatt MATH 1205.65002
Contents:1. What can' t be ignored
2. Nonlinear equations
3. Approximation of functions and data
4. Numerical differentiation and integration
5. Linear systems
6. Eigenvalues and eigenvectors
7. Numerical optimization
8. Ordinary differential equations
9. Numerical approximation of boundary
value problems
10. Solutions of the exercises
References
Index
ISBN:9783642453670
Series:eBooks
Series:SpringerLink
Series:Texts in Computational Science and Engineering, 1611-0994 : v2
Series:Mathematics and Statistics (Springer-11649)
Keywords: Mathematics , Chemistry , Computer science , Visualization , Engineering
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Call number:SPRINGER-2014-9783319095318:ONLINE Show nearby items on shelf
Title:Translational Recurrences [electronic resource] : From Mathematical Theory to Real-World Applications
Author(s): Norbert Marwan
Michael Riley
Alessandro Giuliani
Jr. Webber Charles L
Date:2014
Publisher:Cham : Springer International Publishing : Imprint: Springer
Size:1 online resource
Note:This book features 13 papers presented at the Fifth International Symposium on Recurrence Plots, held August 2013 in Chicago, IL. It examines recent applications and developments in recurrence plots and recurrence quantifi cationanalysis (RQA) with s pecial emphasis on biological and cognitive systems and the analysis of coupled systems using cross-recurrence methods. Readers will discover new applications and insights into a range of systems provided byrecurrence plot analysis and new theoretical and mathematical developments in recurrence plots. Recurrence plot based analysis is a powerful tool that operates on real-world complex systems that are nonlinear, non-stationary, noisy, ofany statistical distribution, free of any particular model type, and not particularly long. Quantitative analyses promote the detection of system state changes, synchronized dynamical regimes, or classifi cation of system states. Th ebook will be of interest to an interdisciplinary audience of recurrence plot users and re searchers interested in time series analysis of complex systems in general
Contents:1 A Recurrence Plot
based Distance Measure: S. Spiegel et al
2 Fast computation of recurrences in long time series: T. Rawald et al
3 Unthresholded recurrence plots for complex
valued representations of narrow band signals: A. Sipers et al
4 Quantifying redundancy and information content of lines in recurrence plots using the theory of framework rigidity: A. Sipers et al
5 Recent advances in non
stationary signal processing based on Recurrence Plot Analysis concept: C. Ioana et al
6 A Recurrence
Based Approach for Feature Extraction in Brain
Computer Interface Systems: L.F.S
ISBN:9783319095318
Series:eBooks
Series:SpringerLink
Series:Springer Proceedings in Mathematics & Statistics, 2194-1009 : v103
Series:Mathematics and Statistics (Springer-11649)
Keywords: Mathematics , Computer science , Visualization , Mathematical statistics
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Call number:SPRINGER-2014-9783319057927:ONLINE Show nearby items on shelf
Title:Principles of Harmonic Analysis [electronic resource]
Author(s): Anton Deitmar
Siegfried Echterhoff
Date:2014
Edition:2nd ed. 2014
Publisher:Cham : Springer International Publishing : Imprint: Springer
Size:1 online resource
Note:This book offers a complete and streamlined treatment of the central principles of abelian harmonic analysis: Pontryagin duality, the Plancherel theorem and the Poisson summation formula, as well as their respectivegeneralizations to non-abelian grou ps, including the Selberg trace formula. The principles are then applied to spectral analysis of Heisenberg manifolds and Riemann surfaces. This new edition contains a new chapter on p-adic and adelicgroups, as well as a complementary section on direct an d projective limits. Many of the supporting proofs have been revised and refined. The book is an excellent resource for graduate students who wish to learn and understand harmonicanalysis and for researchers seeking to apply it
Contents:1. Haar Integration
2. Banach Algebras
3. Duality for Abelian Groups
4. The Structure of LCA
Groups
5. Operators on Hilbert Spaces
6. Representations
7. Compact Groups
8. Direct Integrals
9. The Selberg Trace Formula
10. The Heisenberg Group
11. SL2(R)
12. Wavelets
13. p
adic numbers and adeles
A. Topology
B. Measure and Integration
C: Functional Analysis
ISBN:9783319057927
Series:eBooks
Series:SpringerLink
Series:Universitext, 0172-5939
Series:Mathematics and Statistics (Springer-11649)
Keywords: Mathematics , Harmonic analysis , Visualization
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Call number:SPRINGER-2014-9783319050058:ONLINE Show nearby items on shelf
Title:Solving Non-standard Packing Problems by Global Optimization and Heuristics [electronic resource]
Author(s): Giorgio Fasano
Date:2014
Publisher:Cham : Springer International Publishing : Imprint: Springer
Size:1 online resource
Note:This book results from a long-term research effort aimed at tackling complex non-standard packing issues which arise in space engineering. The main research objective is to optimize cargo loading and arrangement, in compliancewith a set of stringent rules. Complicated geometrical aspects are also taken into account, in addition to balancing conditions based on attitude control specifications. Chapter 1 introduces the class of non-standard packing problemsstudied. Chapter 2 gives a detailed explanatio n of a general model for the orthogonal packing of tetris-like items in a convex domain. A number of additional conditions are looked at in depth, including the prefixed orientation ofsubsets of items, the presence of unusable holes, separation planes and structural elements, relative distance bounds as well as static and dynamic balancing requirements. The relative feasibility sub-problem which is a special casethat does not have an optimization criterion is discussed in Chapter 3. This setting can be ex ploited by introducing an ad hoc objective function, aimed at facilitating the finding of integer-feasible solutions. The third chapter alsodiscusses the issue of tightening the general MIP model by introducing valid inequalities. A MIP-based heuristic ap proach is developed in Chapter 4, where the basic concept of abstract configuration is presented. Chapter 5 is devotedto experimental results relevant to a real-world application framework. Chapter 6 adopts both extensions of the general MIP model and non -linear formulations to tackle two further non-standard packing issues. The final Chapter 7presents conclusions and provides insights regarding prospective developments (including non-standard scheduling aspects). Practitioners and researchers interested in advanced optimization model development and solution in the contextof logistics, transportation systems, complex structures, manufacturing and electronics will find this book useful. The book can als
Contents:1. Non
standard packing problems
2. Tetris
like items
3. Model reformulations and tightening
4. Heuristic approaches for solving the tetris
like problem in practice
5. Computational experience and real world context
6. Extensions and mixed
integer non
linear approaches forfurther applications
7. Directions for future research
Appendix
Case Studies
References
ISBN:9783319050058
Series:eBooks
Series:SpringerLink
Series:SpringerBriefs in Optimization, 2190-8354
Series:Mathematics and Statistics (Springer-11649)
Keywords: Mathematics , Visualization , Mathematical optimization
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Call number:SPRINGER-2014-9783319040998:ONLINE Show nearby items on shelf
Title:Topological Methods in Data Analysis and Visualization III [electronic resource] : Theory, Algorithms, and Applications
Author(s): Peer-Timo Bremer
Ingrid Hotz
Valerio Pascucci
Ronald Peikert
Date:2014
Publisher:Cham : Springer International Publishing : Imprint: Springer
Size:1 online resource
Note:This collection of peer-reviewed conference papers provides comprehensive coverage of cutting-edge research in topological approaches to data analysis and visualization. It encompasses the full range of new algorithms andinsights, including fast homo logy computation, comparative analysis of simplification techniques, and key applications in materials and medical science. The volume also features material on core research challenges such as therepresentation of large and complex datasets and integrati ng numerical methods with robust combinatorial algorithms. Reflecting the focus of the TopoInVis 2013 conference, the contributions evince the progress currently being made onfinding experimental solutions to open problems in the sector. They provide an i nclusive snapshot of state-of-the-art research that enables researchers to keep abreast of the latest developments and provides a foundation for futureprogress. With papers by some of the worlds leading experts in topological techniques, this volume is a major contribution to the literature in a field of growing importance with applications in disciplines that range fromengineering to medicine
Contents:Part I Robust Topological Analysis: 1 Robust Detection of Singularities in Vector Fields: H. Bhatia, A. Gyulassy, H. Wang, P
T. Bremer and V. Pascucci
2 Interpreting Feature Tracking Through the Lens of Robustness: P. Skraba and B. Wang
3 Simplification of Morse Decompositions using Morse Set Mergers: L. Sipeki and A. Szymczak
4 Toward the Extraction of Saddle Periodic Orbits: J. Kasten, J. Reininghaus, W. Reich and G. Scheuermann
Part II Efficient Computation of Topology
5 Computational Topology via Functional Programming: A Baseline Analysis: D. Duke and H. Carr
6 Distribu
ISBN:9783319040998
Series:eBooks
Series:SpringerLink
Series:Mathematics and Visualization, 1612-3786
Series:Mathematics and Statistics (Springer-11649)
Keywords: Mathematics , Computer vision , Optical pattern recognition , Global analysis (Mathematics) , Visualization , Geometry , Topology
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Call number:SPRINGER-2014-9783319038353:ONLINE Show nearby items on shelf
Title:Slow Viscous Flow [electronic resource]
Author(s): William E Langlois
Michel O Deville
Date:2014
Edition:2nd ed. 2014
Publisher:Cham : Springer International Publishing : Imprint: Springer
Size:1 online resource
Note:Leonardo wrote, 'Mechanics is the paradise of the mathematical sciences, because by means of it one comes to the fruits of mathematics' replace 'Mechanics' by 'Fluid mechanics' and here we are. - from the Preface to theSecond Edition Although the ex ponential growth of computer power has advanced the importance of simulations and visualization tools for elaborating new models, designs and technologies, the discipline of fluid mechanics is still large,and turbulence in flows remains a challenging prob lem in classical physics. Like its predecessor, the revised and expanded Second Edition of this book addresses the basic principles of fluid mechanics and solves fluid flow problemswhere viscous effects are the dominant physical phenomena. Much progress h as occurred in the nearly half a century that has passed since the edition of 1964. As predicted, aspects of hydrodynamics once considered offbeat have risen toimportance. For example, the authors have worked on problems where variations in viscosity and surface tension cannot be ignored. The advent of nanotechnology has broadened interest in the hydrodynamics of thin films, and hydromagneticeffects and radiative heat transfer are routinely encountered in materials processing. This monograph develops the basic equations, in the three most important coordinate systems, in a way that makes it easy to incorporate thesephenomena into the theory. The book originally described by Prof. Langlois as a monograph on theoretical hydrodynamics, written in the languag e of applied mathematics offers considerable new coverage including the second principleof thermodynamics, Boussinesq approximation, time dependent flows, Marangoni convection, Kovasznay flow, plane periodic solutions, Hele-Shaw cells, Stokeslets, rotlets , finite element methods, Wannier flow, corner eddies, and analysisof the Stokes operator
Contents:Cartesian Tensors
The Equations of Viscous Flow
Curvilinear Coordinates
Exact Solutions to the Equations of Viscous Flow
Pipe Flow
Flow Past a Sphere
Plane Flow
Rotary Flow
Lubrication Theory
Introduction to the Finite Element Method
Variational Principle, Weak Formulation and Finite Elements
Stokes Ow and Corner Eddies
References
Index
ISBN:9783319038353
Series:eBooks
Series:SpringerLink
Series:Mathematics and Statistics (Springer-11649)
Keywords: Mathematics , Computer science Mathematics , Computer science
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Call number:SPRINGER-2014-9783319024752:ONLINE Show nearby items on shelf
Title:Computational Diffusion MRI and Brain Connectivity [electronic resource] : MICCAI Workshops, Nagoya, Japan, September 22nd, 2013
Author(s): Thomas Schultz
Gemma Nedjati-Gilani
Archana Venkataraman
Lauren O'Donnell
Eleftheria Panagiotaki
Date:2014
Publisher:Cham : Springer International Publishing : Imprint: Springer
Size:1 online resource
Note:This volume contains the proceedings from two closely related workshops: Computational Diffusion MRI (CDMRI13) and Mathematical Methods from Brain Connectivity (MMBC13), held under the auspices of the 16th InternationalConference on Medical Image Com puting and Computer Assisted Intervention, which took place in Nagoya, Japan, September 2013. Inside, readers will find contributions ranging from mathematical foundations and novel methods for thevalidation of inferring large-scale connectivity from neur oimaging data to the statistical analysis of the data, accelerated methods for data acquisition, and the most recent developments on mathematical diffusion modeling. This volumeoffers a valuable starting point for anyone interested in learning computation al diffusion MRI and mathematical methods for brain connectivity as well as offers new perspectives and insights on current research challenges for thosecurrently in the field. It will be of interest to researchers and practitioners in computer science, M R physics, and applied mathematics
Contents:Part I Acquisition of Diffusion MRI: Comparing Simultaneous Multi
slice Diffusion Acquisitions by Y.Rathi et al
Effect of Data Acquisition and Analysis Method on Fiber Orientation Estimation in Diffusion MRI by B.Wilkins et al
Model
based super
resolution of diffusion MRI by A.Tobisch et al
A quantitative evaluation of errors induced by reduced field
of
view in diffusion tensor imaging by J.Hering et al
Part II Diffusion MRI Modeling: The Diffusion Dictionary in the Human Brain is Short: Rotation Invariant Learning of Basis Functions by M.Reisert et al
Diffusion Propagator Estim
ISBN:9783319024752
Series:eBooks
Series:SpringerLink
Series:Mathematics and Visualization, 1612-3786
Series:Mathematics and Statistics (Springer-11649)
Keywords: Mathematics , Computer vision , Optical pattern recognition , Computer science , Visualization , Statistics
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Call number:SPRINGER-2014-9783319020907:ONLINE Show nearby items on shelf
Title:Reduced Order Methods for Modeling and Computational Reduction [electronic resource]
Author(s): Alfio Quarteroni
Gianluigi Rozza
Date:2014
Publisher:Cham : Springer International Publishing : Imprint: Springer
Size:1 online resource
Note:This monograph addresses the state of the art of reduced order methods for modeling and computational reduction of complex parametrized systems, governed by ordinary and/or partial differential equations, with a special emphasison real time computing techniques and applications in computational mechanics, bioengineering and computer graphics. Several topics are covered, including: design, optimization, and control theory in real-time with applications inengineering data assimilation, geometry registr ation, and parameter estimation with special attention to real-time computing in biomedical engineering and computational physics real-time visualization of physics-based simulations incomputer science the treatment of high-dimensional problems in state s pace, physical space, or parameter space the interactions between different model reduction and dimensionality reduction approaches the development of generalerror estimation frameworks which take into account both model and discretization effects. This b ook is primarily addressed to computational scientists interested in computational reduction techniques for large scale differentialproblems
Contents:1 W. H. A. Schilders, A. Lutowska: A novel approach to model order reduction for coupled multiphysics problems
2 A. C. Ionita, A. C. Antoulas: Case study. Parametrized Reduction using Reduced
Basis and the Loewner Framework
3 M. Bebendorf, Y. Maday, B. Stamm: Comparison of some reduced representation approximations
4 H. Antil, M. Heinkenschloss, D. C. Sorensen: Application of the Discrete Empirical Interpolation Method to Reduced Order Modeling of Nonlinear and Parametric System
5 K. Urban, S. Volkwein, O. Zeeb: Greedy Sampling using Nonlinear Optimization
6 P. Benner, L. Feng:
ISBN:9783319020907
Series:eBooks
Series:SpringerLink
Series:MS&A - Modeling, Simulation and Applications, 2037-5255 : v9
Series:Mathematics and Statistics (Springer-11649)
Keywords: Mathematics , Electronic data processing , Computer science Mathematics , Engineering mathematics , Materials
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Call number:SPRINGER-2014-9783319012643:ONLINE Show nearby items on shelf
Title:German-Japanese Interchange of Data Analysis Results [electronic resource]
Author(s): Wolfgang Gaul
Andreas Geyer-Schulz
Yasumasa Baba
Akinori Okada
Date:2014
Publisher:Cham : Springer International Publishing : Imprint: Springer
Size:1 online resource
Note:This volume focuses on innovative approaches and recent developments in clustering, analysis of data and models, and applications: The first part of the book covers a broad range of innovations in the area of clustering, fromalgorithmic innovations f or graph clustering to new visualization and evaluation techniques. The second part addresses new developments in data and decision analysis (conjoint analysis, non-additive utility functions, analysis ofasymmetric relationships, and regularization techni ques). The third part is devoted to the application of innovative data analysis methods in the life-sciences, the social sciences and in engineering. All contributions in this volumeare revised and extended versions of selected papers presented in the Ger man/Japanese Workshops at Karlsruhe (2010) and Kyoto (2012).
Contents:Clustering
Analysis of Data and Models
Applications
ISBN:9783319012643
Series:eBooks
Series:SpringerLink
Series:Studies in Classification, Data Analysis, and Knowledge Organization, 1431-8814
Series:Mathematics and Statistics (Springer-11649)
Keywords: Statistics , Electronic data processing , Mathematical statistics , Economics Statistics
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Call number:SPRINGER-2014-9781493909834:ONLINE Show nearby items on shelf
Title:Statistical Analysis of Network Data with R [electronic resource]
Author(s): Eric D Kolaczyk
Gbor Csrdi
Date:2014
Publisher:New York, NY : Springer New York : Imprint: Springer
Size:1 online resource
Note:Networks have permeated everyday life through everyday realities like the Internet, social networks, and viral marketing. As such, network analysis is an important growth area in the quantitative sciences, with roots in socialnetwork analysis going b ack to the 1930s and graph theory going back centuries. Measurement and analysis are integral components of network research. As a result, statistical methods play a critical role in network analysis. This bookis the first of its kind in network research. It can be used as a stand-alone resource in which multiple R packages are used to illustrate how to conduct a wide range of network analyses, from basic manipulation and visualization, tosummary and characterization, to modeling of network data. The cent ral package is igraph, which provides extensive capabilities for studying network graphs in R. This text builds on Eric D. Kolaczyks book Statistical Analysis ofNetwork Data (Springer, 2009)
ISBN:9781493909834
Series:eBooks
Series:SpringerLink
Series:Use R!, 2197-5736 : v65
Series:Mathematics and Statistics (Springer-11649)
Keywords: Statistics , Mathematical statistics
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Call number:SPRINGER-2014-9781461495215:ONLINE Show nearby items on shelf
Title:Computational Methods for Three-Dimensional Microscopy Reconstruction [electronic resource]
Author(s): Gabor T Herman
Joachim Frank
Date:2014
Publisher:New York, NY : Springer New York : Imprint: Birkhuser
Size:1 online resource
Note:Approaches to the recovery of three-dimensional information on a biological object, which are often formulated or implemented initially in an intuitive way, are concisely described here based on physical models of the object andthe image-formation pr ocess. Both three-dimensional electron microscopy and X-ray tomography can be captured in the same mathematical framework, leading to closely-related computational approaches, but the methodologies differ indetail and hence pose different challenges. The editors of this volume, Gabor T. Herman and Joachim Frank, are experts in the respective methodologies and present research at the forefront of biological imaging and structural biology. Computational Methods for Three-Dimensional Microscopy Reconstructio n will serve as a useful resource for scholars interested in the development of computational methods for structural biology and cell biology, particularly in thearea of 3D imaging and modeling
Contents:1 Introduction
2 Interchanging geometry conventions in 3DEM: Mathematical context for the development of standards
3 Fully automated particle selection and verification in single
particle cryo
EM
4 Quantitative analysis in iterative classification schemes for cryo
EM applications
5 High
resolution cryo
EM structure of the Trypanosoma brucei ribosome of a case study
6 Computational methods for electron tomography of influenza virus
7 Reconstruction from microscopic projections with defocus
gradient and attenuation effects
8 Soft X
ray tomography imaging for biological sampl
ISBN:9781461495215
Series:eBooks
Series:SpringerLink
Series:Applied and Numerical Harmonic Analysis, 2296-5009
Series:Mathematics and Statistics (Springer-11649)
Keywords: Mathematics , Bioinformatics , Physiology Mathematics , Visualization , Cell aggregation Mathematics
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Call number:SPRINGER-2014-9781461479000:ONLINE Show nearby items on shelf
Title:XML and Web Technologies for Data Sciences with R [electronic resource]
Author(s): Deborah Nolan
Duncan Temple Lang
Date:2014
Publisher:New York, NY : Springer New York : Imprint: Springer
Size:1 online resource
Note:Web technologies are increasingly relevant to scientists working with data, for both accessing data and creating rich dynamic and interactive displays. The XML and JSON data formats are widely used in Web services, regular Webpages and JavaScript cod e, and visualization formats such as SVG and KML for Google Earth and Google Maps. In addition, scientists use HTTP and other network protocols to scrape data from Web pages, access REST and SOAP Web Services,and interact with NoSQL databases and text sea rch applications. This book provides a practical hands-on introduction to these technologies, including high-level functions the authors have developed for data scientists. It describesstrategies and approaches for extracting data from HTML, XML, and JSON formats and how to programmatically access data from the Web. Along with these general skills, the authors illustrate several applications that are relevant todata scientists, such as reading and writing spreadsheet documents both locally and via GoogleD ocs, creating interactive and dynamic visualizations, displaying spatial-temporal displays with Google Earth, and generating code fromdescriptions of data structures to read and write data. These topics demonstrate the rich possibilities and opportunities to do new things with these modern technologies. The book contains many examples and case-studies thatreaders can use directly and adapt to their own work. The authors have focused on the integration of these technologies with the R statistical computing environment. However, the ideas and skills presented here are more general,and statisticians who use other computing environments will also find them relevant to their work. Deborah Nolan is Professor of Statistics at University of California, Berkeley. Duncan Temple Lang is Associate Professor of Statisticsat University of California, Davis and has been a member of both the S and R development teams
Contents:Data Formats XML and JSON
Web Technologies, Getting Data from the Web
General XML Application Areas
Bibliography
General Index
R Function and Parameter Index
R Package Index
R Class Index
Colophon
ISBN:9781461479000
Series:eBooks
Series:SpringerLink
Series:Use R!, 2197-5736
Series:Mathematics and Statistics (Springer-11649)
Keywords: Statistics , Computer science , Mathematical statistics
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Call number:SPRINGER-2013-9783642368097:ONLINE Show nearby items on shelf
Title:Analyzing Compositional Data with R [electronic resource]
Author(s): K. Gerald van den Boogaart
Raimon Tolosana-Delgado
Date:2013
Publisher:Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer
Size:1 online resource
Note:Springer e-book platform
Note:Springer 2013 e-book collections
Note:This book presents the statistical analysis of compositional data sets, i.e., data in percentages, proportions, concentrations, etc. The subject is covered from its grounding principles to the practical use in descriptiveexploratory analysis, robust linear models and advanced multivariate statistical methods, including zeros and missing values, and paying special attention to data visualization and model display issues. Many illustrated examples andcode chunks guide the reader into their modeling and interpretation. And, though the book primarily serves as a reference guide for the R package compositions, it is also a general introductory text on Compositional DataAnalysis. Awareness of their special characteristics spread in the Geosciences in the e arly sixties, but a strategy for properly dealing with them was not available until the works of Aitchison in the eighties. Since then, research hasexpanded our understanding of their theoretical principles and the potentials and limitations of their inte rpretation. This is the first comprehensive textbook addressing these issues, as well as their practical implications withregard to software. The book is intended for scientists interested in statistically analyzing their compositional data. The subject e njoys relatively broad awareness in the geosciences and environmental sciences, but the spectrum ofrecent applications also covers areas like medicine, official statistics, and economics. Readers should be familiar with basic univariate and multivariate s tatistics. Knowledge of R is recommended but not required, as the book isself-contained
Note:Springer eBooks
Contents:Introduction
Fundamental Concepts of Compositional Data Analysis
Distributions for Random Compositions
Descriptive Analysis of Compositional Data
Linear Models for Compositions
Multivariate Statistics
Zeroes, Missings and Outliers
References
Index.
ISBN:9783642368097
Series:e-books
Series:SpringerLink (Online service)
Series:Use R!
Series:Mathematics and Statistics (Springer-11649)
Keywords: Statistics , Geochemistry , Mathematical statistics
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Call number:SPRINGER-2013-9783642341410:ONLINE Show nearby items on shelf
Title:Innovations for Shape Analysis [electronic resource] : Models and Algorithms
Author(s): Michael Breu
Alfred Bruckstein
Petros Maragos
Date:2013
Publisher:Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer
Size:1 online resource
Note:Springer e-book platform
Note:Springer 2013 e-book collections
Note:The concept of 'shape' is at the heart of image processing and computer vision, yet researchers still have some way to go to replicate the human brain's ability to extrapolate meaning from the most basic of outlines. This volumereflects the advances of the last decade, which have also opened up tough new challenges in image processing. Today's applications require flexible models as well as efficient, mathematically justified algorithms that allow dataprocessing within an acceptable timeframe. Examin ing important topics in continuous-scale and discrete modeling, as well as in modern algorithms, the book is the product of a key seminar focused on innovations in the field. It is athorough introduction to the latest technology, especially given the tuto rial style of a number of chapters. It also succeeds in identifying promising avenues for future research. The topics covered include mathematical morphology,skeletonization, statistical shape modeling, continuous-scale shape models such as partial differ ential equations and the theory of discrete shape descriptors. Some authors highlight new areas of enquiry such as partite skeletons,multi-component shapes, deformable shape models, and the use of distance fields. Combining the latest theoretical analysis with cutting-edge applications, this book will attract both academics and engineers
Note:Springer eBooks
Contents:Part I Discrete Shape Analysis: 1 Modeling Three
Dimensional Morse and Morse
Smale Complexes by L. omi et al
2 Geodesic Regression and its Application to Shape Analysis by P.Th.Fletcher
3 Segmentation and Skeletonization on Arbitrary Graphs Using Multiscale Morphology and Active Contours by P.Maragos and K.Drakopoulos
4 Refined Homotopic Thinning Algorithms and Quality Measures for Skeletonisation Methods by P.Peter and M.Breu
5 Nested Sphere Statistics of Skeletal Models by S.M.Pizer et al
6 3D Curve Skeleton Computation and Use for Discrete Shape Analysis by G.Sanniti di
ISBN:9783642341410
Series:e-books
Series:SpringerLink (Online service)
Series:Mathematics and Visualization, 1612-3786
Series:Mathematics and Statistics (Springer-11649)
Keywords: Mathematics , Computer vision , Computer science Mathematics , Visualization
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Call number:SPRINGER-2013-9783642318481:ONLINE Show nearby items on shelf
Title:Applied Multidimensional Scaling [electronic resource]
Author(s): Ingwer Borg
Patrick J. F Groenen
Patrick Mair
Date:2013
Publisher:Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer
Size:1 online resource
Note:Springer e-book platform
Note:Springer 2013 e-book collections
Note:This book introduces MDS as a psychological model and as a data analysis technique for the applied researcher. It also discusses, in detail, how to use two MDS programs, Proxscal (a module of SPSS) and Smacof (an R-package). Thebook is unique in its orientation on the applied researcher, whose primary interest is in using MDS as a tool to build substantive theories. This is done by emphasizing practical issues (such as evaluating model fit), by presentingways to enforce theoretical expectations on th e MDS solution, and by discussing typical mistakes that MDS users tend to make. The primary audience of this book are psychologists, social scientists, and market researchers. Noparticular background knowledge is required, beyond a basic knowledge of stat istics
Note:Springer eBooks
Contents:First Steps
The Purpose of MDS
The Goodness of an MDS Solution
Proximities
Variants of Different MDS Models
Confirmatory MDS
Typical Mistakes in MDS
MDS Algorithms
Computer Programs for MDS
ISBN:9783642318481
Series:e-books
Series:SpringerLink (Online service)
Series:SpringerBriefs in Statistics, 2191-544X
Series:Mathematics and Statistics (Springer-11649)
Keywords: Statistics , Visualization , Mathematical statistics , Philosophy (General)
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Call number:SPRINGER-2013-9783642309588:ONLINE Show nearby items on shelf
Title:Encyclopedia of Distances [electronic resource]
Author(s): Michel Marie Deza
Elena Deza
Date:2013
Edition:2nd ed. 2013
Publisher:Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer
Size:1 online resource
Note:Springer e-book platform
Note:Springer 2013 e-book collections
Note:This updated and revised second edition of the leading reference volume on distance metrics includes a wealth of new material that reflects advances in a field now regarded as an essential tool in many areas of pure and appliedmathematics. The publi cation of this volume coincides with intensifying research efforts into metric spaces and especially distance design for applications. Accurate metrics have become a crucial goal in computational biology, imageanalysis, speech recognition and information retrieval. Leaving aside the practical questions that arise during the selection of a good distance function, this work focuses on providing the research community with aninvaluable comprehensive listing of the main available distances. As well as provi ding standalone introductions and definitions, the encyclopedia facilitates swift cross-referencing with easily navigable bold-faced textual links tocore entries. In addition to distances themselves, the authors have collated numerous fascinating curiosit ies in their Whos Who of metrics, including distance-related notions and paradigms that enable applied mathematicians in othersectors to deploy research tools that non-specialists justly view as arcane. In expanding access to these techniques, and in many cases enriching the context of distances themselves, this peerless volume is certain to stimulate freshresearch
Note:Springer eBooks
Contents:Part I. Mathematics of Distances
1 General Definitions
2 Topological Spaces
3 Generalization of Metric Spaces
4 Metric Transforms
5 Metrics on Normed Structures
Part II. Geometry and Distances
6 Distances in Geometry
7 Riemannian and Hermitian Metrics
8 Distances on Surfaces and Knots
9 Distances on Convex Bodies, Cones and Simplicial Complexes
Part III. Distances in Classical Mathematics
10 Distances in Algebra
11 Distances on Strings and Permutations
12 Distances on Numbers, Polynominals and Matrices
13 Distances in Functional Analysis
14 Dista
ISBN:9783642309588
Series:e-books
Series:SpringerLink (Online service)
Series:Mathematics and Statistics (Springer-11649)
Keywords: Mathematics , Computer science Mathematics , Visualization , Geometry , Global differential geometry , Topology , Engineering mathematics
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Call number:SPRINGER-2013-9783319000350:ONLINE Show nearby items on shelf
Title:Algorithms from and for Nature and Life [electronic resource] : Classification and Data Analysis
Author(s): Berthold Lausen
Dirk Van den Poel
Alfred Ultsch
Date:2013
Publisher:Cham : Springer International Publishing : Imprint: Springer
Size:1 online resource
Note:Springer e-book platform
Note:Springer 2013 e-book collections
Note:This volume provides approaches and solutions to challenges occurring at the interface of research fields such as, e.g., data analysis, data mining and knowledge discovery, computer science, operations research, and statistics. Inaddition to theory-o riented contributions various application areas are included. Moreover, traditional classification research directions concerning network data, graphs, and social relationships as well as statistical musicologydescribe examples for current interest fields tackled by the authors. The book comprises a total of 55 selected papers presented at the Joint Conference of the German Classification Society (GfKl),the German Association for PatternRecognition (DAGM), and the Symposium of the International Federation of Classification Societies (IFCS) in 2011
Note:Springer eBooks
Contents:Invited
Clustering and Unsupervised Learning
Statistical Data Analysis, Visualization and Scaling
Bioinformatics and Biostatistics
Archaeology and Geography, Psychology and Educational Sciences
Text Mining, Social Networks and Clustering
Banking and Finance
Marketing and Management
Music Classification Workshop
ISBN:9783319000350
Series:e-books
Series:SpringerLink (Online service)
Series:Studies in Classification, Data Analysis, and Knowledge Organization, 1431-8814
Series:Mathematics and Statistics (Springer-11649)
Keywords: Statistics , Data mining , Social sciences Data processing , Mathematical statistics , Economics Statistics , Operations research
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Call number:SPRINGER-2013-9783034806008:ONLINE Show nearby items on shelf
Title:Visual Reasoning with Diagrams [electronic resource]
Author(s): Amirouche Moktefi
Sun-Joo Shin
Date:2013
Publisher:Basel : Springer Basel : Imprint: Birkhuser
Size:1 online resource
Note:Springer e-book platform
Note:Springer 2013 e-book collections
Note:Logic, the discipline that explores valid reasoning, does not need to be limited to a specific form of representation but should include any form as long as it allows us to draw sound conclusions from given information. The use ofdiagrams has a long but unequal history in logic: The golden age of diagrammatic logic of the 19th century thanks to Euler and Venn diagrams was followed by the early 20th century's symbolization of modern logic by Frege and Russell.Recently, we have been witnessing a reviva l of interest in diagrams from various disciplines - mathematics, logic, philosophy, cognitive science, and computer science. This book aims to provide a space for this newly debated topic -the logical status of diagrams - in order to advance the goal of universal logic by exploring common and/or unique features of visual reasoning
Note:Springer eBooks
Contents:Preface
1.What is a logical diagram? (Catherine Legg)
2.The geometry of diagrams and the logic of syllogisms (Richard Bosley)
3.A diagrammatic calculus of syllogisms (Ruggero Pagnan)
4.Beyond syllogisms: Carrolls (marked) quadriliteral diagram (Amirouche Moktefi)
5.A diagrammatic bridge between classical and fuzzy logics(Ferdinando Cavaliere)
6.Diagrammatic reasoning with Classes and relationships (Jrgen Fischer Nilsson)
7.On the completeness of spider diagrams augmented with constants (Gem Stapleton, John Howse, Simon Thompson, John Taylor and Peter C
ISBN:9783034806008
Series:e-books
Series:SpringerLink (Online service)
Series:Studies in Universal Logic
Series:Mathematics and Statistics (Springer-11649)
Keywords: Mathematics , Logic , Visualization , Logic, Symbolic and mathematical
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Call number:SPRINGER-2013-9781461482833:ONLINE Show nearby items on shelf
Title:New Perspectives in Partial Least Squares and Related Methods [electronic resource]
Author(s): Herve Abdi
Wynne W Chin
Vincenzo Esposito Vinzi
Giorgio Russolillo
Laura Trinchera
Date:2013
Publisher:New York, NY : Springer New York : Imprint: Springer
Size:1 online resource
Note:Springer e-book platform
Note:Springer 2013 e-book collections
Note:New Perspectives in Partial Least Squares and Related Methodsshares original, peer-reviewed research from presentations during the 2012 partial least squares methods meeting (PLS 2012). This was the 7th meeting in the series ofPLS conferences and the first to take place in the USA. PLS is an abbreviation for Partial Least Squares and is also sometimes expanded asprojection to latent structures. This is an approach for modeling relations between datamatrices of different types of variables measured on the same set of objects. The twenty-two papers in this volume, which include three invited contributions from our keynote speakers, provide a comprehensive overview of the currentstate of the most advanced research related to PLS and related methods. Pro minent scientists from around the world took part in PLS 2012 and their contributions covered the multiple dimensions of the partial least squares-basedmethods. These exciting theoretical developments ranged frompartial least squaresregression and correla tion, component based path modelingto regularized regression and subspace visualization. In following the tradition of the sixprevious PLS meetings, these contributions also included a large variety of PLS approaches such as PLS metamodels, variable selec tion, sparse PLS regression, distance based PLS, significance vs. reliability, and non-linear PLS.Finally, these contributions applied PLS methods to data originating from the traditional econometric/economic data to genomics data, brain images, informati on systems, epidemiology, and chemical spectroscopy. Such a broad andcomprehensive volume will also encourage new uses of PLS models in work by researchers and students in many fields
Note:Springer eBooks
Contents:Keynotes
Large Datasets and Genomics
Brain Imaging
Multiblock Data Modeling
ISBN:9781461482833
Series:e-books
Series:SpringerLink (Online service)
Series:Springer Proceedings in Mathematics & Statistics, 2194-1009 : v56
Series:Mathematics and Statistics (Springer-11649)
Keywords: Statistics , Mathematical statistics
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Call number:SPRINGER-2013-9781461477624:ONLINE Show nearby items on shelf
Title:Constant-Scale Natural Boundary Mapping to Reveal Global and Cosmic Processes [electronic resource]
Author(s): Pamela Elizabeth Clark
Chuck Clark
Date:2013
Publisher:New York, NY : Springer New York : Imprint: Springer
Size:1 online resource
Note:Springer e-book platform
Note:Springer 2013 e-book collections
Note:Whereas conventional maps can be expressed as outward-expanding formulae with well-defined central features and relatively poorly defined edges, Constant Scale Natural Boundary (CSNB) maps have well-defined boundaries that resultfrom natural processe s and thus allow spatial and dynamic relationships to be observed in a new way useful to understanding these processes. CSNB mapping presents a new approach to visualization that produces maps markedly differentfrom those produced by conventional cartogra phic methods. In this approach, any body can be represented by a 3D coordinate system. For a regular body, with its surface relatively smooth on the scale of its size, locations of featurescan be represented by definite geographic grid (latitude and longi tude) and elevation, or deviation from the triaxial ellipsoid defined surface. A continuous surface on this body can be segmented, its distinctive regional terranesenclosed, and their inter-relationships defined, by using selected morphologically identifi able relief features (e.g., continental divides, plate boundaries, river or current systems). In this way, regions of distinction on a large,essentially spherical body can be mapped as two-dimensional facets with their boundaries representing regional to global-scale asymmetries (e.g., continental crust, continental and oceanic crust on the Earth, farside originalthicker crust and nearside thinner impact punctuated crust on the Moon). In an analogous manner, an irregular object such as an asteroid, with a surface that is rough on the scale of its size, would be logically segmented along edgesof its impact-generated faces. Bounded faces are imagined with hinges at occasional points along boundaries, resulting in a foldable shape model. Thus, bounded faces grow organically out of the most compelling natural features.Obvious boundaries control the maps extremities, and peripheral regions are not dismembered or grossly distorted as in convent
Note:Springer eBooks
Contents:Chapter One: Constant
Scale Natural Boundary Mapping in Context
Chapter Two: CSNB Mapping Technique
Chapter Three: Interpretation of CSNB Maps
Chapter Four: Mapping the Earth
Chapter Five: CSNB Mapping Applied to Other Regular Bodies
Chapter Six: CSNB Mapping Applied to Irregular Bodies
Chapter Seven: Mapping the Sky
Chapter Eight: The Future of CSNB Mapping
ISBN:9781461477624
Series:e-books
Series:SpringerLink (Online service)
Series:SpringerBriefs in Astronomy, 2191-9100
Series:Physics and Astronomy (Springer-11651)
Keywords: Geography , Planetology , Geographical information systems
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Call number:SPRINGER-2013-9781461474340:ONLINE Show nearby items on shelf
Title:Computational Challenges in the Geosciences [electronic resource]
Author(s): Clint Dawson
Margot Gerritsen
Date:2013
Publisher:New York, NY : Springer New York : Imprint: Springer
Size:1 online resource
Note:Springer e-book platform
Note:Springer 2013 e-book collections
Note:Computational Challenges in the Geosciences addresses a cross-section of grand challenge problems arising in geoscience applications, including groundwater and petroleum reservoir simulation, hurricane storm surge, oceanography,volcanic eruptions and landslides, and tsunamis. Each of these applications gives rise to complex physical and mathematical models spanning multiple space-time scales, which can only be studied through computer simulation. The datarequired by the models is often highly uncerta in, and the numerical solution of the models requires sophisticated algorithms which are mathematically accurate, computationally efficient and yet must preserve basic physical propertiesof the models. This volume summarizes current methodologies and futu re research challenges in this broad and important field.
Note:Springer eBooks
Contents:Physical and Computational Issues in the Numerical Modeling of Ocean Circulation, R.L. Higdon
Modeling Hazardous, Free
Surface Geophysical Flows with Depth
Averaged Hyperbolic Systems and Adaptive Numerical Methods, D.L. George
Real
Time Forecasting and Visualization of Hurricane Waves and Storm Surge using SWAN+ADCIRC and FigureGen, J.C. Dietrich, C.N. Dawson, J.M. Proft, M.T. Howard, G. Wells, J.G. Fleming, R.A. Luettich, Jr., J.J. Westerink, Z.Cobell, M. Vitse, H. Land er, B.O. Blanton, C.M. Szpilka, J.H. Atkinson
Methane in Surbsurface: Mathematical Modeling and Computational Ch
ISBN:9781461474340
Series:e-books
Series:SpringerLink (Online service)
Series:The IMA Volumes in Mathematics and its Applications, 0940-6573 : v156
Series:Mathematics and Statistics (Springer-11649)
Keywords: Mathematics , Physical geography
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Call number:SPRINGER-2013-9781461451280:ONLINE Show nearby items on shelf
Title:Distance Geometry [electronic resource] : Theory, Methods, and Applications
Author(s): Antonio Mucherino
Carlile Lavor
Leo Liberti
Nelson Maculan
Date:2013
Publisher:New York, NY : Springer New York : Imprint: Springer
Size:1 online resource
Note:Springer e-book platform
Note:Springer 2013 e-book collections
Note:Distance Geometry:Theory, Methods, and Applications is the first collection of research surveys dedicated to distance geometry and its applications. The first part of the book discusses theoretical aspects of the DistanceGeometry Problem (DGP), where the relation between DGP and other related subjects are also presented. Covered topics include distance matrix theory, Euclidean distance matrix completion, multispherical structure of distance matrices,geometric algebra, algebraic distance geometry theo ry, visualization of K-dimensional structures in the plane, graph rigidity, and theory of discretizable DGP. The second part of this volume presents mathematical and computationalproperties of methods developed to the problems discussed in the first porti on, including continuous methods (based on Gaussian and hyperbolic smoothing, difference of convex functions, semidefinite programming, branch-and-bound),discrete methods (based on branch-and-prune, geometric build-up, graph rigidity), and also heuristics methods (based on simulated annealing, genetic algorithms, tabu search, variable neighborhood search). Applications comprise thethird part of the book, which is mainly devoted to the application of DGP to NMR structure calculation. This is an important a nd strongly multidisciplinary application in biology and biomedicine
Note:Springer eBooks
Contents:Preface
1. Universal Rigidity of Bar Frameworks in General Position (A. Alfakih)
2. Mixed Volume and Distance Geometry Techniques for Counting Euclidean Embeddings of Rigid Graphs (I. Emiris, E. Tsigaridas, A. Varvitsiotis)
3. (The discretizable molecular distance Geometry Problem Seems Easier on Proteins (L. Liberti, C. Lavor, A. Mucherino)
4. Spheres Unions and Intersections and Some of Their Applications in Molecular Modeling (M. Petitjean)
5. Is the Distance Geometry Problem in NP? (N. Beeker, S. Gaubert, C. Glusa, L. Liberti)
6. Solving Spatial Constraints with Generaliz
ISBN:9781461451280
Series:e-books
Series:SpringerLink (Online service)
Series:Mathematics and Statistics (Springer-11649)
Keywords: Mathematics , Visualization , Geometry
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Call number:SPRINGER-2013-9781461449423:ONLINE Show nearby items on shelf
Title:Inverse Acoustic and Electromagnetic Scattering Theory [electronic resource]
Author(s): David Colton
Rainer Kress
Date:2013
Edition:3rd ed. 2013
Publisher:New York, NY : Springer New York : Imprint: Springer
Size:1 online resource
Note:Springer e-book platform
Note:Springer 2013 e-book collections
Note:The inverse scattering problem is central to many areas of science and technology such as radar and sonar, medical imaging, geophysical exploration and nondestructive testing. This book is devoted to the mathematical andnumerical analysis of the inve rse scattering problem for acoustic and electromagnetic waves. In this third edition, new sections have been added on the linear sampling and factorization methods for solving the inverse scatteringproblem as well as expanded treatments of iteration metho ds and uniqueness theorems for the inverse obstacle problem. These additions have in turn required an expanded presentation of both transmission eigenvalues and boundary integralequations in Sobolev spaces. As in the previous editions, emphasis has been g iven to simplicity over generality thus providing the reader with an accessible introduction to the field of inverse scattering theory. Review of earliereditions: Colton and Kress have written a scholarly, state of the art account of their view of direct and inverse scattering. The book is a pleasure to read as a graduate text or to dip into at leisure. It suggests a number ofopen problems and will be a source of inspiration for many years to come. SIAM Review, September 1994 This book should be on the desk of any researcher, any student, any teacher interested in scattering theory.Mathematical Intelligencer, June 1994
Note:Springer eBooks
Contents:Introduction
The Helmholtz Equation
Direct Acoustic Obstacle Scattering
III
Posed Problems
Inverse Acoustic Obstacle Scattering
The Maxwell Equations
Inverse Electromagnetic Obstacle Scattering
Acoustic Waves in an Inhomogeneous Medium
Electromagnetic Waves in an Inhomogeneous Medium
The Inverse Medium Problem
References
Index
ISBN:9781461449423
Series:e-books
Series:SpringerLink (Online service)
Series:Applied Mathematical Sciences, 0066-5452 : v93
Series:Mathematics and Statistics (Springer-11649)
Keywords: Mathematics , Integral equations , Differential equations, partial , Visualization , Acoustics
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Call number:SPRINGER-2013-9781461443438:ONLINE Show nearby items on shelf
Title:R for Business Analytics [electronic resource]
Author(s): A Ohri
Date:2013
Publisher:New York, NY : Springer New York : Imprint: Springer
Size:1 online resource
Note:Springer e-book platform
Note:Springer 2013 e-book collections
Note:R for Business Analytics looks at some of the most common tasks performed by business analysts and helps the user navigate the wealth of information in R and its 4000 packages. With this information the reader can select thepackages that can help pro cess the analytical tasks with minimum effort and maximum usefulness. The use of Graphical User Interfaces (GUI) is emphasized in this book to further cut downand bend the famous learning curve in learningR. This book is aimed to help you kick-start with analytics including chapters on data visualization, code examples on web analytics and social media analytics, clustering, regression models, text mining, data mining models andforecasting. The book tries to expose the reader to a breadth of business anal ytics topics without burying the user in needless depth. The included references and links allow the reader to pursue business analytics topics. Thisbook is aimed at business analysts with basic programming skills for using R for Business Analytics. Note the scope of the book is neither statistical theory nor graduate level research for statistics, but rather it is for businessanalytics practitioners. Business analytics (BA) refers to the field ofexploration and investigation of data generated by busines ses. Business Intelligence (BI) is the seamless dissemination of information through the organization,which primarily involves business metrics both past and current for the use of decision support in businesses. Data Mining (DM) is the process of discove ring new patterns from large data using algorithms and statistical methods. Todifferentiate between the three, BI is mostly current reports, BA is models to predict and strategizeand DM matches patterns in big data. The R statistical software is the faste st growing analytics platform in the world, and isestablished in both academia and corporations for robustness, reliability and accuracy.
Note:Springer eBooks
Contents:Why R
R Infrastructure
R Interfaces
Manipulating Data
Exploring Data
Building Regression Models
Data Mining using R
Clustering and Data Segmentation
Forecasting and Time
Series Models
Data Export and Output
Optimizing your R Coding
Additional Training Literature
Appendix
ISBN:9781461443438
Series:e-books
Series:SpringerLink (Online service)
Series:Mathematics and Statistics (Springer-11649)
Keywords: Statistics , Mathematical statistics , Economics Statistics
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Call number:SPRINGER-2013-9781441902368:ONLINE Show nearby items on shelf
Title:Multidimensional Data Visualization [electronic resource] : Methods and Applications
Author(s): Gintautas Dzemyda
Olga Kurasova
Julius ilinskas
Date:2013
Publisher:New York, NY : Springer New York : Imprint: Springer
Size:1 online resource
Note:Springer e-book platform
Note:Springer 2013 e-book collections
Note:The goal of this book is to present a variety of methods used in multidimensional data visualization. The emphasis is placed on new research results and trends in this field, including optimization, artificial neural networks,combinations of algorith ms, parallel computing, different proximity measures, nonlinear manifold learning, and more. Many of the applications presented allow us to discover the obvious advantages of visual data miningit is mucheasier for a decision maker to detect or extract use ful information from graphical representation of data than from raw numbers. The fundamental idea of visualization is to provide data in some visual form that lets humans understandthem, gain insight into the data, draw conclusions, and directly influence the process of decision making. Visual data mining is a field where human participation is integrated in the data analysis process it covers data visualizationand graphical presentation of information. Multidimensional Data Visualization is intended for scientists and researchers in any field of study where complex and multidimensional data must be visually represented. It may also serve asa useful research supplement for PhD students in operations research, computer science, various fields of engineerin g, as well as natural and social sciences
Note:Springer eBooks
Contents:Preface
1.Multidimensional Data and the Concept of Visualization
2. Strategies for Multidimensional Data Visualization
3. Optimization
Based Visualization
4. Combining Multidimensional Scaling with Artificial Neural Networks
5. Applications of Visualizations
A. Test Data Sets
References
Index
ISBN:9781441902368
Series:e-books
Series:SpringerLink (Online service)
Series:Springer Optimization and Its Applications, 1931-6828 : v75
Series:Mathematics and Statistics (Springer-11649)
Keywords: Mathematics , Artificial intelligence , Computer simulation , Visualization , Mathematical optimization
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