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Engineering (R0) Série de Livres électroniques

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  • Computer Engineering Machine Learning and Neural Networks

    A Computer Engineering Perspective

    par Yiran Chen, Hai Li, Huanrui Yang ...
    Collections series Engineering (R0)
    This is the first textbook focusing on practicality of machine learning (ML) and deep neural networks (DNN), by introducing methods that enable engineering applications of ML and DNN models. The authors describe many methodologies that are widely used in designing, training, and deploying of these models and discuss their applicability under various contexts. Coverage begins with the basic ... En savoir plus

    $89.69 CAD

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  • Understanding Deep Learning

    par Simon J.D. Prince ...
    An authoritative, accessible, and up-to-date treatment of deep learning that strikes a pragmatic middle ground between theory and practice.Deep learning is a fast-moving field with sweeping relevance in today’s increasingly digital world. Understanding Deep Learning provides an authoritative, accessible, and up-to-date treatment of the subject, covering all the key topics along with recent ... En savoir plus

    $103.99 CAD

  • Informed Machine Learning

    Modifié par Daniel Schulz, Christian Bauckhage ...
    Collections series Artificial Intelligence (R0)
    This open access book presents the concept of Informed Machine Learning and demonstrates its practical use with a compelling collection of applications of this paradigm in industrial and business use cases. These range from health care over manufacturing and material science to more advanced combinations with deep learning, say, in the form of physical informed neural networks. The book is ... En savoir plus

    Gratuit

  • The Science of Deep Learning

    par Iddo Drori ...
    The Science of Deep Learning emerged from courses taught by the author that have provided thousands of students with training and experience for their academic studies, and prepared them for careers in deep learning, machine learning, and artificial intelligence in top companies in industry and academia. The book begins by covering the foundations of deep learning, followed by key deep learning ... En savoir plus

    $61.59 CAD

  • Entity Alignment

    Concepts, Recent Advances and Novel Approaches

    par Xiang Zhao, Weixin Zeng, Jiuyang Tang ...
    Collections series Computer Science (R0)
    This open access book systematically investigates the topic of entity alignment, which aims to detect equivalent entities that are located in different knowledge graphs. Entity alignment represents an essential step in enhancing the quality of knowledge graphs, and hence is of significance to downstream applications, e.g., question answering and recommender systems. Recent years have witnessed a ... En savoir plus

    Gratuit

  • Connected Vehicle Systems

    Communication, Data, and Control

    par Yunpeng Wang, Daxin Tian, Zhengguo Sheng, Wang Jian ...
    Connected vehicles and intelligent vehicles have been identified as key technologies for increasing road safety and transport efficiency. This book presents and discusss the recent advances in theory and practice in connected vehicle systems. It covers emerging research that aims at dealing with the challenges in designing the essential functional components of connected vehicles. Major topics ... En savoir plus

    $92.06 CAD

  • A Guide to Convolutional Neural Networks for Computer Vision

    par Salman Khan, Hossein Rahmani, Syed Afaq Ali Shah, Mohammed Bennamoun, Gerard Medioni, Sven Dickinson ...
    Collections series Synthesis Lectures on Computer Vision
    Computer vision has become increasingly important and effective in recent years due to its wide-ranging applications in areas as diverse as smart surveillance and monitoring, health and medicine, sports and recreation, robotics, drones, and self-driving cars. Visual recognition tasks, such as image classification, localization, and detection, are the core building blocks of many of these ... En savoir plus

    $70.39 CAD

  • Convolutional Neural Networks in Visual Computing

    A Concise Guide

    par Ragav Venkatesan, Baoxin Li ...
    Collections series Data-Enabled Engineering
    This book covers the fundamentals in designing and deploying techniques using deep architectures. It is intended to serve as a beginner's guide to engineers or students who want to have a quick start on learning and/or building deep learning systems. This book provides a good theoretical and practical understanding and a complete toolkit of basic information and knowledge required to understand ... En savoir plus

    $123.66 CAD

  • Continual and Reinforcement Learning for Edge AI

    Framework, Foundation, and Algorithm Design

    par Hang Wang, Sen Lin, Junshan Zhang ...
    Collections series Synthesis Collection of Technology (R0)
    This book provides a comprehensive introduction to continual and reinforcement learning for edge AI, which investigates how to build an AI agent that can continuously solve new learning tasks and enhance the AI at resource-limited edge devices. The authors introduce readers to practical frameworks and in-depth algorithmic foundations. The book surveys the recent advances in the area, coming from ... En savoir plus

    $57.69 CAD

  • Deep Learning

    A Practical Introduction

    par Manel Martinez-Ramon, Meenu Ajith, Aswathy Rajendra Kurup ...
    An engaging and accessible introduction to deep learning perfect for students and professionalsIn Deep Learning: A Practical Introduction, a team of distinguished researchers delivers a book complete with coverage of the theoretical and practical elements of deep learning. The book includes extensive examples, end-of-chapter exercises, homework, exam material, and a GitHub repository containing ... En savoir plus

    $114.99 CAD

  • Machine Learning and Knowledge Discovery in Databases. Research Track

    European Conference, ECML PKDD 2021, Bilbao, Spain, September 13–17, 2021, Proceedings, Part III

    Modifié par Nuria Oliver, Fernando Pérez-Cruz, Stefan Kramer, Jesse Read, Jose A. Lozano ...
    Collections Livre 3 - Springer Nature Proceedings Computer Science
    The multi-volume set LNAI 12975 until 12979 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2021, which was held during September 13-17, 2021. The conference was originally planned to take place in Bilbao, Spain, but changed to an online event due to the COVID-19 pandemic.The 210 full papers presented in these ... En savoir plus

    $179.39 CAD

  • Artificial Intelligence in Digital Image Processing: Theories, Methods, and Applications

    Modifié par Hang Chen, Zhengjun Liu ...
    Collections series Engineering (R0)
    This book is a focused, practice-driven resource organized around 10 key thematic sections, blending foundational AI knowledge with cutting-edge digital image processing applications—ideal for bridging theory and real-world use. It avoids generic coverage, instead diving into specialized, high-demand topics like deep learning fundamentals, deepfake technology, adversarial attacks in computer ... En savoir plus

    $217.79 CAD