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Computer Age Statistical Inference

Algorithms, Evidence, and Data Science

de Bradley Efron, Trevor Hastie ...

Séries Livros: 5 - Institute of Mathematical Statistics Monographs
The twenty-first century has seen a breathtaking expansion of statistical methodology, both in scope and in influence. 'Big data', 'data science', and 'machine learning' have become familiar terms in the news, as statistical methods are brought to bear upon the enormous data sets of modern science and commerce. How did we get here? And where are we going? This book takes us on an exhilarating ... Leia mais

R$ 365,49

The twenty-first century has seen a breathtaking expansion of statistical methodology, both in scope and in influence. 'Big data', 'data science', and 'machine learning' have become familiar terms in the news, as statistical methods are brought to bear upon the enormous data sets of modern science and commerce. How did we get here? And where are we going? This book takes us on an exhilarating
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Cloudera Administration Handbook

de Rohit Menon ...

An easy-to-follow Apache Hadoop administrator's guide filled with practical screenshots and explanations for each step and configuration. This book is great for administrators interested in setting up and managing a large Hadoop cluster. If you are an administrator, or want to be an administrator, and you are ready to build and maintain a production-level cluster running CDH5, then this book is ... Leia mais

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An easy-to-follow Apache Hadoop administrator's guide filled with practical screenshots and explanations for each step and configuration. This book is great for administrators interested in setting up and managing a large Hadoop cluster. If you are an administrator, or want to be an administrator, and you are ready to build and maintain a production-level cluster running CDH5, then this book is
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Automated Machine Learning

Methods, Systems, Challenges

Editado por Frank Hutter, Lars Kotthoff, Joaquin Vanschoren ...

Séries 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 ... Leia mais

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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
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The Cambridge Handbook of Cognitive Linguistics

Editado por Barbara Dancygier ...

Séries series Cambridge Handbooks in Language and Linguistics
The best survey of cognitive linguistics available, this Handbook provides a thorough explanation of its rich methodology, key results, and interdisciplinary context. With in-depth coverage of the research questions, basic concepts, and various theoretical approaches, the Handbook addresses newly emerging subfields and shows their contribution to the discipline. The Handbook introduces fields of ... Leia mais

R$ 279,29

The best survey of cognitive linguistics available, this Handbook provides a thorough explanation of its rich methodology, key results, and interdisciplinary context. With in-depth coverage of the research questions, basic concepts, and various theoretical approaches, the Handbook addresses newly emerging subfields and shows their contribution to the discipline. The Handbook introduces fields of
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Experimental Human-Computer Interaction

A Practical Guide with Visual Examples

de Helen C. Purchase ...

Experiments that require the use of human participants are time consuming and costly: it is important to get the process right the first time. Planning and preparation are key to success. This practical book takes the human-computer interaction researcher through the complete experimental process, from identifying a research question to designing and conducting an experiment, and then to analysing ... Leia mais

R$ 156,09

Experiments that require the use of human participants are time consuming and costly: it is important to get the process right the first time. Planning and preparation are key to success. This practical book takes the human-computer interaction researcher through the complete experimental process, from identifying a research question to designing and conducting an experiment, and then to analysing
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Biomedical Signal and Image Processing

de Kayvan Najarian, Robert Splinter ...

Written for senior-level and first year graduate students in biomedical signal and image processing, this book describes fundamental signal and image processing techniques that are used to process biomedical information. The book also discusses application of these techniques in the processing of some of the main biomedical signals and images, such as EEG, ECG, MRI, and CT. New features of this ... Leia mais

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Written for senior-level and first year graduate students in biomedical signal and image processing, this book describes fundamental signal and image processing techniques that are used to process biomedical information. The book also discusses application of these techniques in the processing of some of the main biomedical signals and images, such as EEG, ECG, MRI, and CT. New features of this
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Image Operators

Image Processing in Python

de Jason M. Kinser ...

For decades, researchers have been developing algorithms to manipulate and analyze images. From this, a common set of image tools now appear in many high-level programming languages. Consequently, the amount of coding required by a user has significantly lessened over the years. While the libraries for image analysis are coalescing to a common toolkit, the language of image analysis has remained ... Leia mais

R$ 370,51

For decades, researchers have been developing algorithms to manipulate and analyze images. From this, a common set of image tools now appear in many high-level programming languages. Consequently, the amount of coding required by a user has significantly lessened over the years. While the libraries for image analysis are coalescing to a common toolkit, the language of image analysis has remained
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Building Computer Vision Projects with OpenCV 4 and C++

Implement complex computer vision algorithms and explore deep learning and face detection

de David Millán Escrivá, Prateek Joshi, Vinícius G. Mendonça, Roy Shilkrot ...

Delve into practical computer vision and image processing projects and get up to speed with advanced object detection techniques and machine learning algorithmsKey FeaturesDiscover best practices for engineering and maintaining OpenCV projectsExplore important deep learning tools for image classificationUnderstand basic image matrix formats and filtersBook DescriptionOpenCV is one of the best open ... Leia mais

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Delve into practical computer vision and image processing projects and get up to speed with advanced object detection techniques and machine learning algorithmsKey FeaturesDiscover best practices for engineering and maintaining OpenCV projectsExplore important deep learning tools for image classificationUnderstand basic image matrix formats and filtersBook DescriptionOpenCV is one of the best open
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Algorithms on Strings, Trees, and Sequences

Computer Science and Computational Biology

de Dan Gusfield ...

String algorithms are a traditional area of study in computer science. In recent years their importance has grown dramatically with the huge increase of electronically stored text and of molecular sequence data (DNA or protein sequences) produced by various genome projects. This book is a general text on computer algorithms for string processing. In addition to pure computer science, the book ... Leia mais

R$ 480,49

String algorithms are a traditional area of study in computer science. In recent years their importance has grown dramatically with the huge increase of electronically stored text and of molecular sequence data (DNA or protein sequences) produced by various genome projects. This book is a general text on computer algorithms for string processing. In addition to pure computer science, the book
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Measuring Shape

de F. Brent Neal, John C. Russ ...

"John Russ is the master of explaining how image processing gets applied to real-world situations. With Brent Neal, he’s done it again in Measuring Shape, this time explaining an expanded toolbox of techniques that includes useful, state-of-the-art methods that can be applied to the broad problem of understanding, characterizing, and measuring shape. He has a gift for finding the kernel of a ... Leia mais

R$ 630,90

"John Russ is the master of explaining how image processing gets applied to real-world situations. With Brent Neal, he’s done it again in Measuring Shape, this time explaining an expanded toolbox of techniques that includes useful, state-of-the-art methods that can be applied to the broad problem of understanding, characterizing, and measuring shape. He has a gift for finding the kernel of a
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Fundamentals of Capturing and Processing Drone Imagery and Data

Editado por Amy Frazier, Kunwar Singh ...

Unmanned aircraft systems (UAS) are rapidly emerging as flexible platforms for capturing imagery and other data across the sciences. Many colleges and universities are developing courses on UAS-based data acquisition. Fundamentals of Capturing and Processing Drone Imagery and Data is a comprehensive, introductory text on how to use unmanned aircraft systems for data capture and analysis. It ... Leia mais

R$ 330,45

Unmanned aircraft systems (UAS) are rapidly emerging as flexible platforms for capturing imagery and other data across the sciences. Many colleges and universities are developing courses on UAS-based data acquisition. Fundamentals of Capturing and Processing Drone Imagery and Data is a comprehensive, introductory text on how to use unmanned aircraft systems for data capture and analysis. It
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PyTorch Machine Learning: Practical Guide to Building, Training & Deploying Deep Learning Models with Python

de Ricardo Tellero ...

Master PyTorch and Build Production-Ready Deep Learning Models from Scratch to DeploymentComplete PyTorch curriculum covering tensors, neural networks, CNNs, RNNs, Transformers, GANs, and reinforcement learningProduction deployment skills including model optimization, quantization, ONNX export, TorchScript, and serving with Flask & DockerReal-world projects featuring image segmentation (U-... ... Leia mais

R$ 51,99

Master PyTorch and Build Production-Ready Deep Learning Models from Scratch to DeploymentComplete PyTorch curriculum covering tensors, neural networks, CNNs, RNNs, Transformers, GANs, and reinforcement learningProduction deployment skills including model optimization, quantization, ONNX export, TorchScript, and serving with Flask & DockerReal-world projects featuring image segmentation (U-...
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Conformal Geometry

Computational Algorithms and Engineering Applications

de Miao Jin, Xianfeng Gu, Ying He, Yalin Wang ...

This book offers an essential overview of computational conformal geometry applied to fundamental problems in specific engineering fields. It introduces readers to conformal geometry theory and discusses implementation issues from an engineering perspective.The respective chapters explore fundamental problems in specific fields of application, and detail how computational conformal geometric ... Leia mais

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This book offers an essential overview of computational conformal geometry applied to fundamental problems in specific engineering fields. It introduces readers to conformal geometry theory and discusses implementation issues from an engineering perspective.The respective chapters explore fundamental problems in specific fields of application, and detail how computational conformal geometric
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Content Marketing in the Age of Data: A Digital Marketer's Guide

de Elizabeth Overly ...

In the fast-paced digital age, content marketing has become an essential tool for digital marketers. As technology evolves, so does the way we create and distribute content. This book will explore the evolution of content marketing and how it has transformed into data-driven content marketing. ... Leia mais

R$ 19,99

In the fast-paced digital age, content marketing has become an essential tool for digital marketers. As technology evolves, so does the way we create and distribute content. This book will explore the evolution of content marketing and how it has transformed into data-driven content marketing.
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Visión Artificial. Componentes de los sistemas de visión y nuevas tendencias en Deep Learni

de Jaime Duque, Jaime Gómez ...

Los avances continuos en la visión artificial permiten resolver problemas de distinta índole, como pueden ser la conducción autónoma, el reconocimiento biométrico, la detección de defectos industriales o la interacción entre humanos y robots. Este libro es una readaptación y ampliación del libro de Visión Artificial mediante aprendizaje automático con Tensorflow y Pytorch, publicado anteriormente ... Leia mais

R$ 62,90

Los avances continuos en la visión artificial permiten resolver problemas de distinta índole, como pueden ser la conducción autónoma, el reconocimiento biométrico, la detección de defectos industriales o la interacción entre humanos y robots. Este libro es una readaptación y ampliación del libro de Visión Artificial mediante aprendizaje automático con Tensorflow y Pytorch, publicado anteriormente
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Motion Deblurring

Algorithms and Systems

Editado por 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 ... Leia mais

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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
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High-Orders Motion Analysis

Computer Vision Methods

de Yan Sun ...

This book shows how different types of motion can be disambiguated into their components in a richer way than that currently possible in computer vision.Previous research of motion analysis has generally not yet considered the basic nature of higher orders of motion such as acceleration. Hence, this book introduces an approximation of the acceleration field using established optical flow ... Leia mais

R$ 735,09

This book shows how different types of motion can be disambiguated into their components in a richer way than that currently possible in computer vision.Previous research of motion analysis has generally not yet considered the basic nature of higher orders of motion such as acceleration. Hence, this book introduces an approximation of the acceleration field using established optical flow
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Acceleration of Biomedical Image Processing with Dataflow on FPGAs

de Frederik Grull, Udo Kebschull ...

Short compute times are crucial for timely diagnostics in biomedical applications, but lead to a high demand in computing for new and improved imaging techniques. In this book reconfigurable computing with FPGAs is discussed as an alternative to multi-core processing and graphics card accelerators. Instead of adjusting the application to the hardware, FPGAs allow the hardware to also be adjusted ... Leia mais

R$ 326,69

Short compute times are crucial for timely diagnostics in biomedical applications, but lead to a high demand in computing for new and improved imaging techniques. In this book reconfigurable computing with FPGAs is discussed as an alternative to multi-core processing and graphics card accelerators. Instead of adjusting the application to the hardware, FPGAs allow the hardware to also be adjusted
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Integrating Scale in Remote Sensing and GIS

Editado por Dale A. Quattrochi, Elizabeth Wentz, Nina Siu-Ngan Lam, Charles W. Emerson ...

Séries series Remote Sensing Applications Series
Integrating Scale in Remote Sensing and GIS serves as the most comprehensive documentation of the scientific and methodological advances that have taken place in integrating scale and remote sensing data. This work addresses the invariants of scale, the ability to change scale, measures of the impact of scale, scale as a parameter in process models, and the implementation of multiscale approaches ... Leia mais

R$ 495,70

Integrating Scale in Remote Sensing and GIS serves as the most comprehensive documentation of the scientific and methodological advances that have taken place in integrating scale and remote sensing data. This work addresses the invariants of scale, the ability to change scale, measures of the impact of scale, scale as a parameter in process models, and the implementation of multiscale approaches
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Advanced High Dynamic Range Imaging

de Francesco Banterle, Alessandro Artusi, Kurt Debattista, Alan Chalmers ...

This book explores the methods needed for creating and manipulating HDR content. HDR is a step change from traditional imaging; more closely matching what we see with our eyes. In the years since the first edition of this book appeared, HDR has become much more widespread, moving from a research concept to a standard imaging method. This new edition incorporates all the many developments in HDR ... Leia mais

R$ 335,46

This book explores the methods needed for creating and manipulating HDR content. HDR is a step change from traditional imaging; more closely matching what we see with our eyes. In the years since the first edition of this book appeared, HDR has become much more widespread, moving from a research concept to a standard imaging method. This new edition incorporates all the many developments in HDR
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Logo Recognition

Theory and Practice

de Jingying Chen, Lizhe Wang, Dan Chen ...

Used by companies, organizations, and even individuals to promote recognition of their brand, logos can also act as a valuable means of identifying the source of a document. E-business applications can retrieve and catalog products according to their logos. Governmental agencies can easily inspect goods using smart mobile devices that use logo recognition techniques. However, because logos are two ... Leia mais

R$ 535,76

Used by companies, organizations, and even individuals to promote recognition of their brand, logos can also act as a valuable means of identifying the source of a document. E-business applications can retrieve and catalog products according to their logos. Governmental agencies can easily inspect goods using smart mobile devices that use logo recognition techniques. However, because logos are two
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Cloud Computing in Remote Sensing

de Lizhe Wang, Jining Yan, Yan Ma ...

This book provides the users with quick and easy data acquisition, processing, storage and product generation services. It describes the entire life cycle of remote sensing data and builds an entire high performance remote sensing data processing system framework. It also develops a series of remote sensing data management and processing standards.Features:Covers remote sensing cloud ... Leia mais

R$ 390,54

This book provides the users with quick and easy data acquisition, processing, storage and product generation services. It describes the entire life cycle of remote sensing data and builds an entire high performance remote sensing data processing system framework. It also develops a series of remote sensing data management and processing standards.Features:Covers remote sensing cloud
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Multispectral Image Analysis Using the Object-Oriented Paradigm

de Kumar Navulur ...

Séries series Remote Sensing Applications Series
Bringing a fresh new perspective to remote sensing, object-based image analysis is a paradigm shift from the traditional pixel-based approach. Featuring various practical examples to provide understanding of this new modus operandi, Multispectral Image Analysis Using the Object-Oriented Paradigm reviews the current image analysis methods and demonstrates advantages to improve information ... Leia mais

R$ 495,70

Bringing a fresh new perspective to remote sensing, object-based image analysis is a paradigm shift from the traditional pixel-based approach. Featuring various practical examples to provide understanding of this new modus operandi, Multispectral Image Analysis Using the Object-Oriented Paradigm reviews the current image analysis methods and demonstrates advantages to improve information
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Handbook on Soft Computing for Video Surveillance

Editado por Sankar K. Pal, Alfredo Petrosino, Lucia Maddalena ...

Séries series Chapman & Hall/CRC Cryptography and Network Security Series
Information on integrating soft computing techniques into video surveillance is widely scattered among conference papers, journal articles, and books. Bringing this research together in one source, Handbook on Soft Computing for Video Surveillance illustrates the application of soft computing techniques to different tasks in video surveillance. Wor ... Leia mais

R$ 1.176,73

Information on integrating soft computing techniques into video surveillance is widely scattered among conference papers, journal articles, and books. Bringing this research together in one source, Handbook on Soft Computing for Video Surveillance illustrates the application of soft computing techniques to different tasks in video surveillance. Wor
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Recomendados para você

eBooks sobre Processamento de dados óticos

Computer Age Statistical Inference

Cloudera Administration Handbook

Automated Machine Learning

The Cambridge Handbook of Cognitive Linguistics

Experimental Human-Computer Interaction

Biomedical Signal and Image Processing

Image Operators

Building Computer Vision Projects with OpenCV 4 and C++

Algorithms on Strings, Trees, and Sequences

Measuring Shape

Fundamentals of Capturing and Processing Drone Imagery and Data

PyTorch Machine Learning: Practical Guide to Building, Training & Deploying Deep Learning Models with Python

Conformal Geometry

Content Marketing in the Age of Data: A Digital Marketer's Guide

Visión Artificial. Componentes de los sistemas de visión y nuevas tendencias en Deep Learni

Motion Deblurring

High-Orders Motion Analysis

Acceleration of Biomedical Image Processing with Dataflow on FPGAs

Integrating Scale in Remote Sensing and GIS

Advanced High Dynamic Range Imaging

Logo Recognition

Cloud Computing in Remote Sensing

Multispectral Image Analysis Using the Object-Oriented Paradigm

Handbook on Soft Computing for Video Surveillance