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Topological Methods in Data Analysis and Visualization IV

Theory, Algorithms, and Applications

Edición de Tino Weinkauf, Christoph Garth, Hamish Carr ...

Series series Springer Nature Proceedings excluding Computer Science
This book presents contributions on topics ranging from novel applications of topological analysis for particular problems, through studies of the effectiveness of modern topological methods, algorithmic improvements on existing methods, and parallel computation of topological structures, all the way to mathematical topologies not previously applied to data analysis.Topological methods are broadly ... Leer más

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This book presents contributions on topics ranging from novel applications of topological analysis for particular problems, through studies of the effectiveness of modern topological methods, algorithmic improvements on existing methods, and parallel computation of topological structures, all the way to mathematical topologies not previously applied to data analysis.Topological methods are broadly
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Big Data and Visual Analytics

Edición de Sang C. Suh, Thomas Anthony ...

Series series Springer Nature Proceedings Computer Science
This book provides users with cutting edge methods and technologies in the area of big data and visual analytics, as well as an insight to the big data and data analytics research conducted by world-renowned researchers in this field. The authors present comprehensive educational resources on big data and visual analytics covering state-of-the art techniques on data analytics, data and information ... Leer más

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This book provides users with cutting edge methods and technologies in the area of big data and visual analytics, as well as an insight to the big data and data analytics research conducted by world-renowned researchers in this field. The authors present comprehensive educational resources on big data and visual analytics covering state-of-the art techniques on data analytics, data and information
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Modern Survey Analysis

Using Python for Deeper Insights

de Walter R. Paczkowski ...

Series series Mathematics and Statistics (R0)
This book develops survey data analysis tools in Python, to create and analyze cross-tab tables and data visuals, weight data, perform hypothesis tests, and handle special survey questions such as Check-all-that-Apply. In addition, the basics of Bayesian data analysis and its Python implementation are presented. Since surveys are widely used as the primary method to collect data, and ultimately ... Leer más

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This book develops survey data analysis tools in Python, to create and analyze cross-tab tables and data visuals, weight data, perform hypothesis tests, and handle special survey questions such as Check-all-that-Apply. In addition, the basics of Bayesian data analysis and its Python implementation are presented. Since surveys are widely used as the primary method to collect data, and ultimately
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Guide to Programming for the Digital Humanities

Lessons for Introductory Python

de Brian Kokensparger ...

Series series Computer Science (R0)
As an introduction to programming for the Digital Humanities (DH), this book presents six key assignments oriented on DH topics. The topics include Computing Change Over Time (calculating burials at a historic cemetery), Visualizing Change Over Time (visualizing the burials at the historic cemetery), Textual Analysis (finding word frequencies and “stop words” in public domain texts), XML ... Leer más

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As an introduction to programming for the Digital Humanities (DH), this book presents six key assignments oriented on DH topics. The topics include Computing Change Over Time (calculating burials at a historic cemetery), Visualizing Change Over Time (visualizing the burials at the historic cemetery), Textual Analysis (finding word frequencies and “stop words” in public domain texts), XML
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Graph Learning Techniques

de Baoling Shan, Xin Yuan, Wei Ni, Ren Ping Liu, Eryk Dutkiewicz ...

This comprehensive guide addresses key challenges at the intersection of data science, graph learning, and privacy preservation.It begins with foundational graph theory, covering essential definitions, concepts, and various types of graphs. The book bridges the gap between theory and application, equipping readers with the skills to translate theoretical knowledge into actionable solutions for ... Leer más

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This comprehensive guide addresses key challenges at the intersection of data science, graph learning, and privacy preservation.It begins with foundational graph theory, covering essential definitions, concepts, and various types of graphs. The book bridges the gap between theory and application, equipping readers with the skills to translate theoretical knowledge into actionable solutions for
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Graph Data Science with Neo4j

Learn how to use Neo4j 5 with Graph Data Science library 2.0 and its Python driver for your project

de Estelle Scifo ...

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Supercharge your data with the limitless potential of Neo4j 5, the premier graph database for cutting-edge machine learning Purchase of the print or Kindle book includes a free PDF eBookKey FeaturesExtract meaningful information from graph data with Neo4j's latest version 5Use Graph Algorithms into a regular Machine Learning pipeline in PythonLearn the core principles of the Graph Data Science
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Revolutionising Algebra

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BOOK DESCRIPTIONRevolutionising Algebra-A Groundbreaking Method for Solving Simultaneous Equations with EaseUnlock the secrets of algebra with confidence!Are you tired of struggling with solving simultaneous equations?Do you want to master the basic concepts of algebra and unlock a world of endless problem-solving possibilities involving simultaneous equations?Look no further!“Revolutionising ... Leer más

$3.99 USD o gratis con Kobo Plus

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R Cookbook

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Perform data analysis with R quickly and efficiently with more than 275 practical recipes in this expanded second edition. The R language provides everything you need to do statistical work, but its structure can be difficult to master. These task-oriented recipes make you productive with R immediately. Solutions range from basic tasks to input and output, general statistics, graphics, and linear
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Advanced Audio Visualization Using ThMAD

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Series series Professional and Applied Computing (R0)
Learn advanced techniques and improve your audio visualization skills with Thinking Machine Audio Dreams (ThMAD). With this book, you can concentrate on advanced examples and usage patterns, including using shaders in a more profound way, and how to incorporate ThMAD into a tool chain using the professional sound server JACK.Advanced Audio Visualization Using ThMAD provides advanced techniques for ... Leer más

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BioMedical Visualization

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de Katarína Furmanová, Barbora Kozlíková, Thomas Höllt, M. Eduard Gröller, Bernhard Preim, Renata Georgia Raidou ...

Series series Synthesis Collection of Technology (R0)
This book provides an overview of the many visualization strategies that have been proposed in recent decades for solving problems within the disciplines of medicine and biology. It also evaluates which visualization techniques applied to various areas of biomedicine have been the most impactful and which challenges can be considered solved using visualization. The topics covered in this book ... Leer más

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This book provides an overview of the many visualization strategies that have been proposed in recent decades for solving problems within the disciplines of medicine and biology. It also evaluates which visualization techniques applied to various areas of biomedicine have been the most impactful and which challenges can be considered solved using visualization. The topics covered in this book
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Edición de Francis T. Marchese, Ebad Banissi ...

Series series Computer Science (R0)
This text reviews the evolution of the field of visualization, providing innovative examples from various disciplines, highlighting the important role that visualization plays in extracting and organizing the concepts found in complex data. Features: presents a thorough introduction to the discipline of knowledge visualization, its current state of affairs and possible future developments; ... Leer más

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Series series Mathematics and Statistics (R0)
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Series series Engineering (R0)
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Graph Convolutional Neural Networks for Computer Vision

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Handbook of Human Centric Visualization

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Series series Computer Science (R0)
Visualizations are visual representations of non-visual data. They are produced for people to interact with and to make sense of the underlying data. Rapid advances in display technology and computer power have enabled researchers to produce visually appealing pictures. However, the effectiveness of those pictures in conveying the embedded information to end users has not been fully explored. ... Leer más

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Visualizations are visual representations of non-visual data. They are produced for people to interact with and to make sense of the underlying data. Rapid advances in display technology and computer power have enabled researchers to produce visually appealing pictures. However, the effectiveness of those pictures in conveying the embedded information to end users has not been fully explored.
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Geneset - Target Earth

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Series Libro 4 - Geneset - Target Earth Series
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Approaches for Science Illustration and Communication

Edición de Mark Roughley ...

Series series Biomedical and Life Sciences (R0)
This edited book explores the breadth of approaches undertaken by scientists, artists and communicators in their crucial role making science accessible, engaging and impactful.Contemporary approaches in science illustration and visualization include a variety of creative methodologies that are valuable for effective communication, teaching, learning and professional practice. These range in method ... Leer más

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Computer Vision

Cognitive Models for Visual Commonsense

de Yixin Zhu, Song-Chun Zhu ...

Series series Computer Science (R0)
This volume on visual commonsense reasoning, part of a comprehensive three-volume series, presents a computational framework for bridging the gap between modern computer vision capabilities and human-like visual understanding. While current AI systems excel at pattern recognition tasks, they often lack the sophisticated reasoning capabilities that humans demonstrate effortlessly in understanding ... Leer más

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This volume on visual commonsense reasoning, part of a comprehensive three-volume series, presents a computational framework for bridging the gap between modern computer vision capabilities and human-like visual understanding. While current AI systems excel at pattern recognition tasks, they often lack the sophisticated reasoning capabilities that humans demonstrate effortlessly in understanding
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Offshore Exploration of Oil and Gas in Cuba using Digital Elevation Models (DEMs)

de Manuel Enrique Pardo Echarte, Odalys Reyes Paredes, Valia Suárez Leyva ...

Series series Earth and Environmental Science (R0)
This book provides an overview of the major changes induced by hydrocarbons (HCs) affecting rocks and surface sediments and their implications for non-seismic exploration methods, particularly for marine territories near Cuba. It examines the use of a digital elevation model (DEM) at 90x90m resolution for the detection of subtle, positive geomorphic anomalies related to hydrocarbon microseepage ... Leer más

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This book provides an overview of the major changes induced by hydrocarbons (HCs) affecting rocks and surface sediments and their implications for non-seismic exploration methods, particularly for marine territories near Cuba. It examines the use of a digital elevation model (DEM) at 90x90m resolution for the detection of subtle, positive geomorphic anomalies related to hydrocarbon microseepage
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Graph Algorithms

Practical Examples in Apache Spark and Neo4j

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Discover how graph algorithms can help you leverage the relationships within your data to develop more intelligent solutions and enhance your machine learning models. You’ll learn how graph analytics are uniquely suited to unfold complex structures and reveal difficult-to-find patterns lurking in your data. Whether you are trying to build dynamic network models or forecast real-world behavior, ... Leer más

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Discover how graph algorithms can help you leverage the relationships within your data to develop more intelligent solutions and enhance your machine learning models. You’ll learn how graph analytics are uniquely suited to unfold complex structures and reveal difficult-to-find patterns lurking in your data. Whether you are trying to build dynamic network models or forecast real-world behavior,
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de Daniel J Gross, John T Saccoman, Charles L Suffel ...

This book is concerned with the optimization problem of maximizing the number of spanning trees of a multigraph. Since a spanning tree is a minimally connected subgraph, graphs and multigraphs having more of these are, in some sense, immune to disconnection by edge failure. We employ a matrix-theoretic approach to the calculation of the number of spanning trees.The authors envision this as a ... Leer más

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This book is concerned with the optimization problem of maximizing the number of spanning trees of a multigraph. Since a spanning tree is a minimally connected subgraph, graphs and multigraphs having more of these are, in some sense, immune to disconnection by edge failure. We employ a matrix-theoretic approach to the calculation of the number of spanning trees.The authors envision this as a
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Visualization for Artificial Intelligence

de Shixia Liu, Weikai Yang, Junpeng Wang, Jun Yuan ...

Series series Synthesis Collection of Technology (R0)
This book explores how visualization provides an effective way of improving not only the interpretability but also the generalization capabilities of machine learning models. It shows how visualization can bridge the gap between complex models or algorithms and human understanding while also facilitating data curation and model refinement. Therefore, visualization for artificial intelligence ... Leer más

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This book explores how visualization provides an effective way of improving not only the interpretability but also the generalization capabilities of machine learning models. It shows how visualization can bridge the gap between complex models or algorithms and human understanding while also facilitating data curation and model refinement. Therefore, visualization for artificial intelligence
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Information Graphics

A Comprehensive Illustrated Reference

de Robert L. Harris ...

This beautifully illustrated book is the first complete handbook to visual information. Well written, easy to use, and carefully indexed, it describes the full range of charts, graphs, maps, diagrams, and tables used daily to manage, analyze, and communicate information. It features over 3,000 illustrations, making it an ideal source for ideas on how to present information. It is an invaluable ... Leer más

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This beautifully illustrated book is the first complete handbook to visual information. Well written, easy to use, and carefully indexed, it describes the full range of charts, graphs, maps, diagrams, and tables used daily to manage, analyze, and communicate information. It features over 3,000 illustrations, making it an ideal source for ideas on how to present information. It is an invaluable
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Functions and Graphs

de I. M. Gelfand, E. G. Glagoleva, E. E. Shnol ...

Series series Dover Books on Mathematics
The second in a series of systematic studies by a celebrated mathematician I. M. Gelfand and colleagues, this volume presents students with a well-illustrated sequence of problems and exercises designed to illuminate the properties of functions and graphs. Since readers do not have the benefit of a blackboard on which a teacher constructs a graph, the authors abandoned the customary use of ... Leer más

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The second in a series of systematic studies by a celebrated mathematician I. M. Gelfand and colleagues, this volume presents students with a well-illustrated sequence of problems and exercises designed to illuminate the properties of functions and graphs. Since readers do not have the benefit of a blackboard on which a teacher constructs a graph, the authors abandoned the customary use of
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eBooks de Métodos gráficos

Topological Methods in Data Analysis and Visualization IV

Big Data and Visual Analytics

Modern Survey Analysis

Guide to Programming for the Digital Humanities

Graph Learning Techniques

Graph Data Science with Neo4j

Revolutionising Algebra

R Cookbook

Advanced Audio Visualization Using ThMAD

BioMedical Visualization

Knowledge Visualization Currents

Inverse Acoustic and Electromagnetic Scattering Theory

Novel Motion Anchoring Strategies for Wavelet-based Highly Scalable Video Compression

Graph Convolutional Neural Networks for Computer Vision

Handbook of Human Centric Visualization

Geneset - Target Earth

Approaches for Science Illustration and Communication

Computer Vision

Offshore Exploration of Oil and Gas in Cuba using Digital Elevation Models (DEMs)

Graph Algorithms

Spanning Tree Results For Graphs And Multigraphs: A Matrix-theoretic Approach

Visualization for Artificial Intelligence

Information Graphics

Functions and Graphs