Visual Inference for IoT Systems: A Practical Approach, Velasco-Montero Delia, Fernбndez-Berni Jorge, Rodrнguez-Vбzquez Angel
Автор: Trevor Hastie; Robert Tibshirani; Jerome Friedman Название: The Elements of Statistical Learning ISBN: 0387848576 ISBN-13(EAN): 9780387848570 Издательство: Springer Рейтинг: Цена: 76850.00 T Наличие на складе: Ожидается поступление. Описание: This major new edition features many topics not covered in the original, including graphical models, random forests, and ensemble methods. As before, it covers the conceptual framework for statistical data in our rapidly expanding computerized world.
Автор: Velasco-Montero Название: Visual Inference for IoT Systems: A Practical Approach ISBN: 3030909050 ISBN-13(EAN): 9783030909055 Издательство: Springer Рейтинг: Цена: 121110.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book presents a systematic approach to the implementation of Internet of Things (IoT) devices achieving visual inference through deep neural networks. Practical aspects are covered, with a focus on providing guidelines to optimally select hardware and software components as well as network architectures according to prescribed application requirements. The monograph includes a remarkable set of experimental results and functional procedures supporting the theoretical concepts and methodologies introduced. A case study on animal recognition based on smart camera traps is also presented and thoroughly analyzed. In this case study, different system alternatives are explored and a particular realization is completely developed. Illustrations, numerous plots from simulations and experiments, and supporting information in the form of charts and tables make Visual Inference and IoT Systems: A Practical Approach a clear and detailed guide to the topic. It will be of interest to researchers, industrial practitioners, and graduate students in the fields of computer vision and IoT.
Автор: Haughian, Barry Название: Design, launch, and scale iot services ISBN: 1484237110 ISBN-13(EAN): 9781484237113 Издательство: Springer Рейтинг: Цена: 30740.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание:
The Internet of Things is causing major industry disruption, so companies need to plan and manage their “IoT journey” to maximize all business opportunities. In this book companies can learn how to successfully create, launch and manage Internet of Things services.
It takes the reader through the process of specifying, implementing, and deploying IoT services; detailing how to scale and manage an IoT business. It introduces the fundamentals of IoT services, explaining IoT service building blocks and the key factors to be considered in the design of IoT services.
Moving into the IoT field requires speed. This book provides a fast track approach to IoT; summarizing the global experiences of the author, detailing the discussions, mistakes, successes, learnings and conclusions. Building an Internet of Things Service enables readers to accelerate their own on-boarding in their IoT journey.
What You'll Learn
Create new IoT ServicesReview the basic IoT concepts and business implications you need to know as you embark on your IoT journeySolve the major challenges presented by the IoT disruption.Accelerate your own on-boarding in their IoT journey.
Who This Book Is For
The primary audience is made up of business executives and IoT startups. The secondary audience is students studying IoT in universities and those interested in understanding the fundamentals of an IoT business. No technical background is required.
Автор: Chakravarthi Veena S. Название: Internet of Things and M2m Communication Technologies: Architecture and Practical Design Approach to Iot in Industry 4.0 ISBN: 3030792714 ISBN-13(EAN): 9783030792718 Издательство: Springer Цена: 79190.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Introduction.- Design of IoT.- M2M Communication.- M2M Protocols.- Internet Technologies.- Sensors and actuators.- Capturing Modules.- Cloud Interface .- IOT Product design.- IOT software.- Business Models.
Автор: Ostovi? Название: The Art and Science of Rotating Field Machines Design: A Practical Approach ISBN: 3319390791 ISBN-13(EAN): 9783319390796 Издательство: Springer Рейтинг: Цена: 167700.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book highlights procedures utilized by the design departments of leading global manufacturers, offering readers essential insights into the electromagnetic and thermal design of rotating field (induction and synchronous) electric machines. Further, it details the physics of the key phenomena involved in the machines’ operation, conducts a thorough analysis and synthesis of polyphase windings, and presents the tools and methods used in the evaluation of winding performance. The book develops and solves the machines’ magnetic circuits, and determines their electromagnetic forces and torques. Special attention is paid to thermal problems in electrical machines, along with fluid flow computations. With a clear emphasis on the practical aspects of electric machine design and synthesis, the author applies his nearly 40 years of professional experience with electric machine manufacturers – both as an employee and consultant – to provide readers with the tools they need to determine fluid flow parameters and compute temperature distributions.
Автор: Lopes, Noel Ribeiro, Bernardete Название: Machine learning for adaptive many-core machines - a practical approach ISBN: 3319069373 ISBN-13(EAN): 9783319069371 Издательство: Springer Рейтинг: Цена: 130610.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Introduction.- Supervised Learning.- Unsupervised and Semi-supervised Learning.- Large-Scale Machine Learning.
Автор: Daniel P. Berrar; Werner Dubitzky; Martin Granzow Название: A Practical Approach to Microarray Data Analysis ISBN: 1441912266 ISBN-13(EAN): 9781441912268 Издательство: Springer Рейтинг: Цена: 52240.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: The book addresses the requirement of scientists and researchers to gain a basic understanding of microarray analysis methodologies and tools.
Автор: Lee Middleton; Jayanthi Sivaswamy Название: Hexagonal Image Processing ISBN: 1447158849 ISBN-13(EAN): 9781447158844 Издательство: Springer Рейтинг: Цена: 153720.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: The sampling lattice used to digitize continuous image data is a signi?cant determinant of the quality of the resulting digital image, and therefore, of the e?cacy of its processing.
Автор: Noel Lopes; Bernardete Ribeiro Название: Machine Learning for Adaptive Many-Core Machines - A Practical Approach ISBN: 3319380966 ISBN-13(EAN): 9783319380964 Издательство: Springer Рейтинг: Цена: 95770.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Introduction.- Supervised Learning.- Unsupervised and Semi-supervised Learning.- Large-Scale Machine Learning.
Автор: Bahram Honary; Garik Markarian Название: Trellis Decoding of Block Codes ISBN: 0792398602 ISBN-13(EAN): 9780792398608 Издательство: Springer Рейтинг: Цена: 158380.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Trellis decoding of block codes has attracted attention from those working in the area of error-control coding. This book is suitable for use in information theory, error-control coding and electronics communications courses. It is also of interest to telecommunications companies, research and development organisations and defence contractors.
Автор: Bahram Honary; Garik Markarian Название: Trellis Decoding of Block Codes ISBN: 1461378826 ISBN-13(EAN): 9781461378822 Издательство: Springer Рейтинг: Цена: 93160.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: It is a great pleasure to be asked to write the Preface for this book on trellis decoding of error correcting block codes. As the authors point out, there are two main classes of error control codes: block codes and convolutinal codes.
Автор: Mello, Rodrigo Fernandes De Ponti, Moacir Antonelli Название: Machine learning ISBN: 3319949888 ISBN-13(EAN): 9783319949888 Издательство: Springer Рейтинг: Цена: 60550.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание:
This book presents the Statistical Learning Theory in a detailed and easy to understand way, by using practical examples, algorithms and source codes. It can be used as a textbook in graduation or undergraduation courses, for self-learners, or as reference with respect to the main theoretical concepts of Machine Learning. Fundamental concepts of Linear Algebra and Optimization applied to Machine Learning are provided, as well as source codes in R, making the book as self-contained as possible.
It starts with an introduction to Machine Learning concepts and algorithms such as the Perceptron, Multilayer Perceptron and the Distance-Weighted Nearest Neighbors with examples, in order to provide the necessary foundation so the reader is able to understand the Bias-Variance Dilemma, which is the central point of the Statistical Learning Theory.
Afterwards, we introduce all assumptions and formalize the Statistical Learning Theory, allowing the practical study of different classification algorithms. Then, we proceed with concentration inequalities until arriving to the Generalization and the Large-Margin bounds, providing the main motivations for the Support Vector Machines.
From that, we introduce all necessary optimization concepts related to the implementation of Support Vector Machines. To provide a next stage of development, the book finishes with a discussion on SVM kernels as a way and motivation to study data spaces and improve classification results.
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