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Applied Artificial Intelligence and Machine Learning Techniques for Engineering Applications

Edición de 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 ... Leer más

$70.19 USD

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
... Leer más
Statistical Inference via Data Science

A ModernDive into R and the Tidyverse

de 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 ... Leer más

$87.29 USD

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
... Leer más
Electron Microscopy and Analysis

de 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 ... Leer más

$104.39 USD

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
... Leer más
Digital Imaging for Cultural Heritage Preservation

Analysis, Restoration, and Reconstruction of Ancient Artworks

Edición de 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 ... Leer más

$108.89 USD

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
... Leer más
The Radon Transform and Local Tomography

de 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 ... Leer más

$82.79 USD

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
... Leer más
Advanced Quantum Communications

An Engineering Approach

de 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 ... Leer más

$138.00 USD

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
... Leer más
Quantencomputing für Dummies

de 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, ... Leer más

$24.95 USD

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,
... Leer más
Facial Multi-characteristics And Applications

de 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 ... Leer más

$89.09 USD

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
... Leer más
Automated Machine Learning

Methods, Systems, Challenges

Edición de 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 ... Leer más

Gratis

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
... Leer más
Versatile Video Coding

de Humberto Ochoa Dominguez, K.R. Rao ...

Video is the main driver of bandwidth use, accounting for over 80 per cent of consumer Internet traffic. Video compression is a critical component of many of the available multimedia applications, it is necessary for storage or transmission of digital video over today's band-limited networks. The majority of this video is coded using international standards developed in collaboration with ITU-T ... Leer más

$48.60 USD

Video is the main driver of bandwidth use, accounting for over 80 per cent of consumer Internet traffic. Video compression is a critical component of many of the available multimedia applications, it is necessary for storage or transmission of digital video over today's band-limited networks. The majority of this video is coded using international standards developed in collaboration with ITU-T
... Leer más
High Efficiency Video Coding and Other Emerging Standards

de K.R. Rao, J.J. Hwang, D.N. Kim ...

High Efficiency Video Coding and Other Emerging Standards provides an overview of high efficiency video coding (HEVC) and all its extensions and profiles. There are nearly 300 projects and problems included, and about 400 references related to HEVC alone. Next generation video coding (NGVC) beyond HEVC is also described. Other video coding standards such as AVS2, DAALA, THOR, VP9 (Google), DIRAC, ... Leer más

$42.53 USD

High Efficiency Video Coding and Other Emerging Standards provides an overview of high efficiency video coding (HEVC) and all its extensions and profiles. There are nearly 300 projects and problems included, and about 400 references related to HEVC alone. Next generation video coding (NGVC) beyond HEVC is also described. Other video coding standards such as AVS2, DAALA, THOR, VP9 (Google), DIRAC,
... Leer más
Advancement of Optical Methods & Digital Image Correlation in Experimental Mechanics, Volume 2

Proceedings of the 2025 Annual Conference on Experimental and Applied Mechanics

Edición de Chi-Hung Hwang, Gordon Shaw, Motoharu Fujigaki ...

Advancement of Optical Methods & Digital Image Correlation in Experimental Mechanics, Volume 2 of the Proceedings of the 2025 SEM Annual Conference & Exposition on Experimental and Applied Mechanics, the second volume of five from the Conference, brings together contributions to this important area of research and engineering. The collection presents early findings and case studies on a wide range ... Leer más

$117.00 USD

Advancement of Optical Methods & Digital Image Correlation in Experimental Mechanics, Volume 2 of the Proceedings of the 2025 SEM Annual Conference & Exposition on Experimental and Applied Mechanics, the second volume of five from the Conference, brings together contributions to this important area of research and engineering. The collection presents early findings and case studies on a wide range
... Leer más
Motion Deblurring

Algorithms and Systems

Edición de A. N. Rajagopalan, Rama Chellappa ...

A comprehensive guide to restoring images degraded by motion blur, bridging the traditional approaches and emerging computational photography-based techniques, and bringing together a wide range of methods emerging from basic theory as well as cutting-edge research. It encompasses both algorithms and architectures, providing detailed coverage of practical techniques by leading researchers. From an ... Leer más

$61.28 USD

A comprehensive guide to restoring images degraded by motion blur, bridging the traditional approaches and emerging computational photography-based techniques, and bringing together a wide range of methods emerging from basic theory as well as cutting-edge research. It encompasses both algorithms and architectures, providing detailed coverage of practical techniques by leading researchers. From an
... Leer más
Understanding Machine Learning

From Theory to Algorithms

de Shai Shalev-Shwartz, Shai Ben-David ...

Machine learning is one of the fastest growing areas of computer science, with far-reaching applications. The aim of this textbook is to introduce machine learning, and the algorithmic paradigms it offers, in a principled way. The book provides a theoretical account of the fundamentals underlying machine learning and the mathematical derivations that transform these principles into practical ... Leer más

$55.34 USD

Machine learning is one of the fastest growing areas of computer science, with far-reaching applications. The aim of this textbook is to introduce machine learning, and the algorithmic paradigms it offers, in a principled way. The book provides a theoretical account of the fundamentals underlying machine learning and the mathematical derivations that transform these principles into practical
... Leer más
Computer-Generated Phase-Only Holograms for 3D Displays

A Matlab Approach

de Peter Wai Ming Tsang ...

'Phase-only Fresnel holograms,' which can be displayed on a single SLM without the need for lenses or complicated optical accessories, substantially simplifies 3-D holographic display systems. Exploring essential concepts, theories, and formulations of these phase-only Fresnel holograms, this book provides comprehensive coverage of modern methods for generating such holograms, which pave the way ... Leer más

$132.11 USD

'Phase-only Fresnel holograms,' which can be displayed on a single SLM without the need for lenses or complicated optical accessories, substantially simplifies 3-D holographic display systems. Exploring essential concepts, theories, and formulations of these phase-only Fresnel holograms, this book provides comprehensive coverage of modern methods for generating such holograms, which pave the way
... Leer más
Essentials of Digital Signal Processing

de B. P. Lathi, Roger A. Green ...

This textbook offers a fresh approach to digital signal processing (DSP) that combines heuristic reasoning and physical appreciation with sound mathematical methods to illuminate DSP concepts and practices. It uses metaphors, analogies and creative explanations, along with examples and exercises to provide deep and intuitive insights into DSP concepts. Practical DSP requires hybrid systems ... Leer más

$124.73 USD

This textbook offers a fresh approach to digital signal processing (DSP) that combines heuristic reasoning and physical appreciation with sound mathematical methods to illuminate DSP concepts and practices. It uses metaphors, analogies and creative explanations, along with examples and exercises to provide deep and intuitive insights into DSP concepts. Practical DSP requires hybrid systems
... Leer más
GANs in Action

Deep learning with Generative Adversarial Networks

de Vladimir Bok, Jakub Langr ...

Deep learning systems have gotten really great at identifying patterns in text, images, and video. But applications that create realistic images, natural sentences and paragraphs, or native-quality translations have proven elusive. Generative Adversarial Networks, or GANs, offer a promising solution to these challenges by pairing two competing neural networks' one that generates content and the ... Leer más

$49.99 USD

Deep learning systems have gotten really great at identifying patterns in text, images, and video. But applications that create realistic images, natural sentences and paragraphs, or native-quality translations have proven elusive. Generative Adversarial Networks, or GANs, offer a promising solution to these challenges by pairing two competing neural networks' one that generates content and the
... Leer más
Principles of Superconducting Quantum Computers

de Daniel D. Stancil, Gregory T. Byrd ...

Explore the intersection of computer science, physics, and electrical and computer engineering with this discussion of the engineering of quantum computersIn Principles of Superconducting Quantum Computers, a pair of distinguished researchers delivers a comprehensive and insightful discussion of the building of quantum computing hardware and systems. Bridging the gaps between computer science, ... Leer más

$88.00 USD

Explore the intersection of computer science, physics, and electrical and computer engineering with this discussion of the engineering of quantum computersIn Principles of Superconducting Quantum Computers, a pair of distinguished researchers delivers a comprehensive and insightful discussion of the building of quantum computing hardware and systems. Bridging the gaps between computer science,
... Leer más
Advanced Digital Imaging Laboratory Using MATLAB®

de Leonid P Yaroslavsky ...

Series series IOP Expanding Physics
In this book, Prof. Yaroslavsky delivers a complete applied course in digital imaging aimed at advanced students and practitioners. Covering all areas of digital imaging, the text provides an outline of underlying principles of each topic before offering more than 80 MATLAB® based exercises. Subjects addressed embrace image digitization (discretization, quantization, compression), digital image ... Leer más

$97.19 USD

In this book, Prof. Yaroslavsky delivers a complete applied course in digital imaging aimed at advanced students and practitioners. Covering all areas of digital imaging, the text provides an outline of underlying principles of each topic before offering more than 80 MATLAB® based exercises. Subjects addressed embrace image digitization (discretization, quantization, compression), digital image
... Leer más
Image Processing And Analysis: A Primer

de Georgy Gimel'farb, Patrice Delmas ...

Series Libro 3 - Primers In Electronics And Computer Science
This textbook guides readers through their first steps into the challenging world of mimicking human vision with computational tools and techniques pertaining to the field of image processing and analysis. While today's theoretical and applied processing and analysis of images meet with challenging and complex problems, this primer is confined to a much simpler, albeit critical, collection of ... Leer más

$25.64 USD

This textbook guides readers through their first steps into the challenging world of mimicking human vision with computational tools and techniques pertaining to the field of image processing and analysis. While today's theoretical and applied processing and analysis of images meet with challenging and complex problems, this primer is confined to a much simpler, albeit critical, collection of
... Leer más
Handbook Of Pattern Recognition And Computer Vision (6th Edition)

de Chi Hau Chen ...

Written by world-renowned authors, this unique compendium presents the most updated progress in pattern recognition and computer vision (PRCV), fully reflecting the strong international research interests in the artificial intelligence arena.Machine learning has been the key to current developments in PRCV. This useful comprehensive volume complements the previous five editions of the book. It ... Leer más

$121.49 USD

Written by world-renowned authors, this unique compendium presents the most updated progress in pattern recognition and computer vision (PRCV), fully reflecting the strong international research interests in the artificial intelligence arena.Machine learning has been the key to current developments in PRCV. This useful comprehensive volume complements the previous five editions of the book. It
... Leer más
3D Point Cloud Analysis

Traditional, Deep Learning, and Explainable Machine Learning Methods

de Shan Liu, Min Zhang, Pranav Kadam, C.-C. Jay Kuo ...

This book introduces the point cloud; its applications in industry, and the most frequently used datasets. It mainly focuses on three computer vision tasks -- point cloud classification, segmentation, and registration -- which are fundamental to any point cloud-based system. An overview of traditional point cloud processing methods helps readers build background knowledge quickly, while the deep ... Leer más

$96.38 USD

This book introduces the point cloud; its applications in industry, and the most frequently used datasets. It mainly focuses on three computer vision tasks -- point cloud classification, segmentation, and registration -- which are fundamental to any point cloud-based system. An overview of traditional point cloud processing methods helps readers build background knowledge quickly, while the deep
... Leer más
Kubernetes from basic to advanced levels

de Alex Carvalho ...

In the world of modern software development, Kubernetes has emerged as a powerful tool for managing containerized applications. "Kubernetes: From Basic to Advanced Levels" is an essential guide that takes readers on a comprehensive journey through this popular open-source platform. Whether you are a beginner looking to understand the basics or an experienced user aiming to master advanced concepts ... Leer más

$5.99 USD o gratis con Kobo Plus

In the world of modern software development, Kubernetes has emerged as a powerful tool for managing containerized applications. "Kubernetes: From Basic to Advanced Levels" is an essential guide that takes readers on a comprehensive journey through this popular open-source platform. Whether you are a beginner looking to understand the basics or an experienced user aiming to master advanced concepts
... Leer más
Introduction to Applied Linear Algebra

Vectors, Matrices, and Least Squares

de Stephen Boyd, Lieven Vandenberghe ...

This groundbreaking textbook combines straightforward explanations with a wealth of practical examples to offer an innovative approach to teaching linear algebra. Requiring no prior knowledge of the subject, it covers the aspects of linear algebra - vectors, matrices, and least squares - that are needed for engineering applications, discussing examples across data science, machine learning and ... Leer más

$42.83 USD

This groundbreaking textbook combines straightforward explanations with a wealth of practical examples to offer an innovative approach to teaching linear algebra. Requiring no prior knowledge of the subject, it covers the aspects of linear algebra - vectors, matrices, and least squares - that are needed for engineering applications, discussing examples across data science, machine learning and
... Leer más

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