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High-Dimensional Probability

An Introduction with Applications in Data Science

by Roman Vershynin ...

Series Book 47 - Cambridge Series in Statistical and Probabilistic Mathematics
High-dimensional probability offers insight into the behavior of random vectors, random matrices, random subspaces, and objects used to quantify uncertainty in high dimensions. Drawing on ideas from probability, analysis, and geometry, it lends itself to applications in mathematics, statistics, theoretical computer science, signal processing, optimization, and more. It is the first to integrate ... Read more

$71.27 CAD

High-dimensional probability offers insight into the behavior of random vectors, random matrices, random subspaces, and objects used to quantify uncertainty in high dimensions. Drawing on ideas from probability, analysis, and geometry, it lends itself to applications in mathematics, statistics, theoretical computer science, signal processing, optimization, and more. It is the first to integrate
... Read more
Transforming Healthcare

Mode, Technologies, and Implementation

Edited by Ankush Jain, Vishal Srivastava, Gaurav Singal, Mohamed Mosbah ...

Series series Computational Methods for Industrial Applications
This comprehensive volume explores cutting-edge technologies, groundbreaking methodologies, and insightful ethical considerations. It brings together leading minds and research across diverse domains, offering readers a glimpse into the future of healthcare. From leveraging AI in diagnostics and personalized treatments to advancing telemedicine and remote patient monitoring, the text addresses ... Read more

$96.09 CAD

This comprehensive volume explores cutting-edge technologies, groundbreaking methodologies, and insightful ethical considerations. It brings together leading minds and research across diverse domains, offering readers a glimpse into the future of healthcare. From leveraging AI in diagnostics and personalized treatments to advancing telemedicine and remote patient monitoring, the text addresses
... Read more
Deep Learning in Computer Vision

Principles and Applications

Edited by Mahmoud Hassaballah, Ali Ismail Awad ...

Series series Digital Imaging and Computer Vision
Deep learning algorithms have brought a revolution to the computer vision community by introducing non-traditional and efficient solutions to several image-related problems that had long remained unsolved or partially addressed. This book presents a collection of eleven chapters where each individual chapter explains the deep learning principles of a specific topic, introduces reviews of up-to ... Read more

$80.07 CAD

Deep learning algorithms have brought a revolution to the computer vision community by introducing non-traditional and efficient solutions to several image-related problems that had long remained unsolved or partially addressed. This book presents a collection of eleven chapters where each individual chapter explains the deep learning principles of a specific topic, introduces reviews of up-to
... Read more
Imaging Radar Polarimetric Rotation Domain Interpretation

Theory and Applications

by Si-Wei Chen ...

Series series SAR Remote Sensing
Polarimetric rotation domain interpretation is an innovation in radar image processing and understanding. Orientation rotation is a basic operator well known in the classic polarimetry theory, and significant advancement has been made in recent years. This book presents new and advanced concepts, theories, and methodologies in radar polarimetry and bridges the gaps between target scattering ... Read more

$96.09 CAD

Polarimetric rotation domain interpretation is an innovation in radar image processing and understanding. Orientation rotation is a basic operator well known in the classic polarimetry theory, and significant advancement has been made in recent years. This book presents new and advanced concepts, theories, and methodologies in radar polarimetry and bridges the gaps between target scattering
... Read more
Data Visualization

Principles and Practice, Second Edition

by Alexandru C. Telea ...

Designing a complete visualization system involves many subtle decisions. When designing a complex, real-world visualization system, such decisions involve many types of constraints, such as performance, platform (in)dependence, available programming languages and styles, user-interface toolkits, input/output data format constraints, integration wi ... Read more

$156.46 CAD

Designing a complete visualization system involves many subtle decisions. When designing a complex, real-world visualization system, such decisions involve many types of constraints, such as performance, platform (in)dependence, available programming languages and styles, user-interface toolkits, input/output data format constraints, integration wi
... Read more
Image Analysis and Modeling in Ophthalmology

Edited by Eddie Y. K. Ng, U. Rajendra Acharya, Jasjit S. Suri, Aurelio Campilho ...

Successful thermal modeling of the human eye helps in the early diagnosis of eye abnormalities such as inflammation, cataracts, diabetic retinopathy, and glaucoma-all leading causes of blindness. This book presents a unified work of eye imaging and modeling techniques that have been proposed and applied to ophthalmologic problems. It delves into various morphological, texture, higher order spectra ... Read more

$179.86 CAD

Successful thermal modeling of the human eye helps in the early diagnosis of eye abnormalities such as inflammation, cataracts, diabetic retinopathy, and glaucoma-all leading causes of blindness. This book presents a unified work of eye imaging and modeling techniques that have been proposed and applied to ophthalmologic problems. It delves into various morphological, texture, higher order spectra
... Read more
Image-Based Damage Assessment for Underwater Inspections

by Michael O’Byrne, Bidisha Ghosh, Franck Schoefs, Vikram Pakrashi ...

Inspection is crucial to the management of ageing infrastructure. Visual information on structures is regularly collected but very little work exists on its organised and quantitative analysis, even though image processing can significantly enhance these inspection processes and transfer real financial and safety benefits to the managers, owners and users. Additionally, new opportunities exist in ... Read more

$89.93 CAD

Inspection is crucial to the management of ageing infrastructure. Visual information on structures is regularly collected but very little work exists on its organised and quantitative analysis, even though image processing can significantly enhance these inspection processes and transfer real financial and safety benefits to the managers, owners and users. Additionally, new opportunities exist in
... Read more
Statistical Computing in Nuclear Imaging

by Arkadiusz Sitek ...

Series series Series in Medical Physics and Biomedical Engineering
This book is highly focused on computational aspects of Bayesian data analysis of photon-limited data acquired in tomographic measurements in nuclear imaging. Basic Bayesian statistical concepts, elements of Bayesian decision theory, and counting statistics are discussed in the first chapters. Monte Carlo methods and Markov chains in posterior analysis are discussed next along with an introduction ... Read more

$87.46 CAD

This book is highly focused on computational aspects of Bayesian data analysis of photon-limited data acquired in tomographic measurements in nuclear imaging. Basic Bayesian statistical concepts, elements of Bayesian decision theory, and counting statistics are discussed in the first chapters. Monte Carlo methods and Markov chains in posterior analysis are discussed next along with an introduction
... Read more
Remote Sensing Time Series Image Processing

Edited by Qihao Weng ...

Series series Imaging Science
Today, remote sensing technology is an essential tool for understanding the Earth and managing human-Earth interactions. There is a rapidly growing need for remote sensing and Earth observation technology that enables monitoring of world’s natural resources and environments, managing exposure to natural and man-made risks and more frequently occurring disasters, and helping the sustainability and ... Read more

$89.93 CAD

Today, remote sensing technology is an essential tool for understanding the Earth and managing human-Earth interactions. There is a rapidly growing need for remote sensing and Earth observation technology that enables monitoring of world’s natural resources and environments, managing exposure to natural and man-made risks and more frequently occurring disasters, and helping the sustainability and
... Read more
Introduction to Imaging from Scattered Fields

by Michael A Fiddy, R. Shane Ritter ...

Obtain the Best Estimate of a Strongly Scattering Object from Limited Scattered Field DataIntroduction to Imaging from Scattered Fields presents an overview of the challenging problem of determining information about an object from measurements of the field scattered from that object. It covers widely used approaches to recover information about the objects and examines the assumptions made a ... Read more

$87.46 CAD

Obtain the Best Estimate of a Strongly Scattering Object from Limited Scattered Field DataIntroduction to Imaging from Scattered Fields presents an overview of the challenging problem of determining information about an object from measurements of the field scattered from that object. It covers widely used approaches to recover information about the objects and examines the assumptions made a
... Read more
Multimedia and Multimodal Intelligence for Sustainable Development

Edited by Vinay Kumar Srivastava, Priyank Khare, Divyanshu Awasthi, Lalit Garg ...

Series series Multimedia and Multimodal Intelligence
The multimodal and multimedia data need to be secured and preserved properly in the present scenario. The methodologies proposed in the book will offer a new paradigm in AI-based techniques. With these approaches, the social good of modern society will be enhanced. Multimedia, multimodal data and intelligent systems will deliver insightful comments for sustainable development. Therefore, these ... Read more

$221.75 CAD

The multimodal and multimedia data need to be secured and preserved properly in the present scenario. The methodologies proposed in the book will offer a new paradigm in AI-based techniques. With these approaches, the social good of modern society will be enhanced. Multimedia, multimodal data and intelligent systems will deliver insightful comments for sustainable development. Therefore, these
... Read more
Artificial Intelligence and Internet of Things based Augmented Trends for Data Driven Systems

Edited by Anshu Singla, Sarvesh Tanwar, Pao-Ann Hsiung ...

Series series Intelligent Data-Driven Systems and Artificial Intelligence
This book comprehensively discusses the role of cloud computing in artificial intelligence‑based data‑driven systems and hybrid cloud computing for large data‑driven applications. It further explores new approaches, paradigms, and frameworks to meet societal challenges by providing solutions for critical insights into data. The text provides Internet of Things‑based frameworks and advanced ... Read more

$96.09 CAD

This book comprehensively discusses the role of cloud computing in artificial intelligence‑based data‑driven systems and hybrid cloud computing for large data‑driven applications. It further explores new approaches, paradigms, and frameworks to meet societal challenges by providing solutions for critical insights into data. The text provides Internet of Things‑based frameworks and advanced
... Read more
Image Processing and Machine Learning, Volume 1

Foundations of Image Processing

by Erik Cuevas, Alma Nayeli Rodríguez ...

Image processing and machine learning are used in conjunction to analyze and understand images. Where image processing is used to pre-process images using techniques such as filtering, segmentation, and feature extraction, machine learning algorithms are used to interpret the processed data through classification, clustering, and object detection. This book serves as a textbook for students and ... Read more

$80.07 CAD

Image processing and machine learning are used in conjunction to analyze and understand images. Where image processing is used to pre-process images using techniques such as filtering, segmentation, and feature extraction, machine learning algorithms are used to interpret the processed data through classification, clustering, and object detection. This book serves as a textbook for students and
... Read more
Image Processing and Data Analysis with ERDAS IMAGINE®

by Stacy A.C. Nelson, Siamak Khorram ...

Remotely sensed data, in the form of digital images captured from spaceborne and airborne platforms, provide a rich analytical and observational source of information about the current status, as well as changes occurring in, on, and around the Earth’s surface. The data products, or simply images processed from these platforms, provide an additional advantage in that geographic areas or regions of ... Read more

$288.28 CAD

Remotely sensed data, in the form of digital images captured from spaceborne and airborne platforms, provide a rich analytical and observational source of information about the current status, as well as changes occurring in, on, and around the Earth’s surface. The data products, or simply images processed from these platforms, provide an additional advantage in that geographic areas or regions of
... Read more
Applied Artificial Intelligence and Machine Learning Techniques for Engineering Applications

Edited by Ravichander Janapati, Usha Desai, Steven L Fernandes, Rakesh Sengupta, Shubham Tayal ...

Series series Materials, Devices, and Circuits
This book presents various machine learning applications in the field of engineering with a focus on deep learning-based machine learning approaches. It examines the relationship between three different multidisciplinary engineering branches: biomedical engineering, signal processing, and computer science.Applied Artificial Intelligence and Machine Learning Techniques for Engineering Applications ... Read more

$96.09 CAD

This book presents various machine learning applications in the field of engineering with a focus on deep learning-based machine learning approaches. It examines the relationship between three different multidisciplinary engineering branches: biomedical engineering, signal processing, and computer science.Applied Artificial Intelligence and Machine Learning Techniques for Engineering Applications
... Read more
Statistical Inference via Data Science

A ModernDive into R and the Tidyverse

by Chester Ismay, Albert Y. Kim, Arturo Valdivia ...

Series series Chapman & Hall/CRC The R Series
Statistical Inference via Data Science: A ModernDive into R and the Tidyverse, Second Edition offers a comprehensive guide to learning statistical inference with data science tools widely used in industry, academia, and government. The first part of this book introduces the tidyverse suite of R packages, including ggplot2 for data visualization and dplyr for data wrangling. The second part ... Read more

$119.49 CAD

Statistical Inference via Data Science: A ModernDive into R and the Tidyverse, Second Edition offers a comprehensive guide to learning statistical inference with data science tools widely used in industry, academia, and government. The first part of this book introduces the tidyverse suite of R packages, including ggplot2 for data visualization and dplyr for data wrangling. The second part
... Read more
Electron Microscopy and Analysis

by Peter J. Goodhew, John Humphreys, Richard Beanland ...

Electron Microscopy and Analysis deals with several sophisticated techniques for magnifying images of very small objects by large amounts - especially in a physical science context. It has been ten years since the last edition of Electron Microscopy and Analysis was published and there have been rapid changes in this field since then. The authors h ... Read more

$142.90 CAD

Electron Microscopy and Analysis deals with several sophisticated techniques for magnifying images of very small objects by large amounts - especially in a physical science context. It has been ten years since the last edition of Electron Microscopy and Analysis was published and there have been rapid changes in this field since then. The authors h
... Read more
Digital Imaging for Cultural Heritage Preservation

Analysis, Restoration, and Reconstruction of Ancient Artworks

Edited by Filippo Stanco, Sebastiano Battiato, Giovanni Gallo ...

Series series Digital Imaging and Computer Vision
This edition presents the most prominent topics and applications of digital image processing, analysis, and computer graphics in the field of cultural heritage preservation. The text assumes prior knowledge of digital image processing and computer graphics fundamentals. Each chapter contains a table of contents, illustrations, and figures that elucidate the presented concepts in detail, as well as ... Read more

$149.06 CAD

This edition presents the most prominent topics and applications of digital image processing, analysis, and computer graphics in the field of cultural heritage preservation. The text assumes prior knowledge of digital image processing and computer graphics fundamentals. Each chapter contains a table of contents, illustrations, and figures that elucidate the presented concepts in detail, as well as
... Read more
The Radon Transform and Local Tomography

by Alexander G. Ramm, Alex I. Katsevich ...

Over the past decade, the field of image processing has made tremendous advances. One type of image processing that is currently of particular interest is "tomographic imaging," a technique for computing the density function of a body, or discontinuity surfaces of this function. Today, tomography is widely used, and has applications in such fields as medicine, engineering, physics, geophysics, and ... Read more

$113.33 CAD

Over the past decade, the field of image processing has made tremendous advances. One type of image processing that is currently of particular interest is "tomographic imaging," a technique for computing the density function of a body, or discontinuity surfaces of this function. Today, tomography is widely used, and has applications in such fields as medicine, engineering, physics, geophysics, and
... Read more
Advanced Quantum Communications

An Engineering Approach

by Sandor Imre, Laszlo Gyongyosi ...

The book provides an overview of the most advanced quantum informational geometric techniques, which can help quantum communication theorists analyze quantum channels, such as security or additivity properties. Each section addresses an area of major research of quantum information theory and quantum communication networks. The authors present the fundamental theoretical results of quantum ... Read more

$179.99 CAD

The book provides an overview of the most advanced quantum informational geometric techniques, which can help quantum communication theorists analyze quantum channels, such as security or additivity properties. Each section addresses an area of major research of quantum information theory and quantum communication networks. The authors present the fundamental theoretical results of quantum
... Read more
Grundlagen des Quantencomputing für Dummies

by whurley, Floyd Earl Smith ...

Series series Für Dummies
Tauchen Sie ein in die Welt des Quantencomputing!In diesem Buch erfahren Sie, wieso Quantencomputer Probleme lösen können, für die Supercomputer Millionen von Jahren brauchen würden. Die Autoren zeigen Ihnen, welche wirtschaftlichen Potenziale das Quantencomputing für Ihr Unternehmen birgt und wie es Ihre Arbeit unterstützen kann. Sie vermitteln Ihnen nicht nur die Grundlagen, sondern zeigen Ihnen ... Read more

$26.99 CAD

Tauchen Sie ein in die Welt des Quantencomputing!In diesem Buch erfahren Sie, wieso Quantencomputer Probleme lösen können, für die Supercomputer Millionen von Jahren brauchen würden. Die Autoren zeigen Ihnen, welche wirtschaftlichen Potenziale das Quantencomputing für Ihr Unternehmen birgt und wie es Ihre Arbeit unterstützen kann. Sie vermitteln Ihnen nicht nur die Grundlagen, sondern zeigen Ihnen
... Read more
Quantencomputing für Dummies

by Hans-Jurgen Steffens, Christian Zöllner, Kathrin Schäfer ...

Series series Für Dummies
Quantencomputing könnte die Informatik wie wir sie heute kennen revolutionieren. Die Möglichkeiten dieser Technologie sind enorm. Aber was steckt eigentlich dahinter? Mit diesem Buch führen Sie die Autoren so verständlich wie möglich in dieses komplexe Thema ein. Sie erklären Ihnen was es mit dem Quantencomputing überhaupt auf sich hat und erläutern die mathematischen und physikalischen Modelle, ... Read more

$28.99 CAD

Quantencomputing könnte die Informatik wie wir sie heute kennen revolutionieren. Die Möglichkeiten dieser Technologie sind enorm. Aber was steckt eigentlich dahinter? Mit diesem Buch führen Sie die Autoren so verständlich wie möglich in dieses komplexe Thema ein. Sie erklären Ihnen was es mit dem Quantencomputing überhaupt auf sich hat und erläutern die mathematischen und physikalischen Modelle,
... Read more
Facial Multi-characteristics And Applications

by Bob Zhang, Qijun Zhao, David Zhang ...

What features or information can we observe from a face, and how can these information help us to understand the person concerned, in terms of their well-being and what can we learn about and from each given feature? This book answers these questions by first dividing a face's multiple characteristics into two main categories: original (or physiological) features and features that change over a ... Read more

$98.90 CAD

What features or information can we observe from a face, and how can these information help us to understand the person concerned, in terms of their well-being and what can we learn about and from each given feature? This book answers these questions by first dividing a face's multiple characteristics into two main categories: original (or physiological) features and features that change over a
... Read more
Automated Machine Learning

Methods, Systems, Challenges

Edited by Frank Hutter, Lars Kotthoff, Joaquin Vanschoren ...

Series series The Springer Series on Challenges in Machine Learning
This open access book presents the first comprehensive overview of general methods in Automated Machine Learning (AutoML), collects descriptions of existing systems based on these methods, and discusses the first series of international challenges of AutoML systems. The recent success of commercial ML applications and the rapid growth of the field has created a high demand for off-the-shelf ML ... Read more

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This open access book presents the first comprehensive overview of general methods in Automated Machine Learning (AutoML), collects descriptions of existing systems based on these methods, and discusses the first series of international challenges of AutoML systems. The recent success of commercial ML applications and the rapid growth of the field has created a high demand for off-the-shelf ML
... Read more

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