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  • Deep Learning Models for Continuous Authentication on Mobile Devices

    Sensor-based continuous authentication has emerged as a critical approach for strengthening mobile security, enabling persistent user verification without disrupting device usage. However, the field faces significant hurdles, including limited training data, complex feature representation, environmental noise, and the strict resource constraints of mobile hardware.Deep Learning Models for ... Leer más

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  • Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow

    Through a recent series of breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This bestselling book uses concrete examples, minimal theory, and production-ready Python frameworks (Scikit-Learn, Keras, and TensorFlow) ... Leer más

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  • Computer, Network, Software, and Hardware Engineering with Applications

    There are many books on computers, networks, and software engineering but none that integrate the three with applications. Integration is important because, increasingly, software dominates the performance, reliability, maintainability, and availability of complex computer and systems. Books on software engineering typically portray software as if it exists in a vacuum with no relationship to the ... Leer más

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  • Fundamentals of Deep Learning and Computer Vision

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    This book starts with setting up a Python virtual environment with the deep learning framework TensorFlow and then introduces the fundamental concepts of TensorFlow. Before moving on to Computer Vision, you will learn about neural networks and related aspects such as loss functions, gradient descent optimization, activation functions and how backpropagation works for training multi-layer ... Leer más

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  • A Beginner’s Guide to Informatics and Artificial Intelligence

    A Short Course Towards Practical Problem Solving

    de Wei Weng ...
    Series series Computer Science (R0)
    Embark on a transformative learning journey with this book, a concise and engaging short course for those taking their first steps into the realms of information science and AI. Ideal for undergraduates, graduates, and professionals, this book lays a sturdy foundation upon which readers can build whether their aim is to undertake research projects, pursue a career in technology, or simply ... Leer más

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  • Smartphone Energy Consumption

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  • Deep Learning for Vision Systems

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  • Next-Generation Video Coding and Streaming

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    Reviews the new High Efficiency Video Coding (HEVC) standard and advancements in adaptive streaming technologies for use in broadband networks and the InternetThis book describes next-generation video coding and streaming technologies with a comparative assessment of the strengths and weaknesses. Specific emphasis is placed on the H.265/HEVC video coding standard and adaptive bit rate video ... Leer más

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  • Multimedia Communications

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    Edición de Jerry D. Gibson ...
    Series series Communications, Networking and Multimedia
    The rapid advances and industry demands for networked delivery of information and pictures through computer networks and cable television has created a need for new techniques and standards for the packaging and delivery of digital information. Multimedia Communications presents the latest information from industry and academic experts on all standards, methods and protocols. Internet protocols ... Leer más

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  • Multimedia Networking and Coding

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  • Machine Learning for Transportation Research and Applications

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  • Basic Prediction Techniques in Modern Video Coding Standards

    Series series Engineering (R0)
    This book discusses in detail the basic algorithms of video compression that are widely used in modern video codec. The authors dissect complicated specifications and present material in a way that gets readers quickly up to speed by describing video compression algorithms succinctly, without going to the mathematical details and technical specifications. For accelerated learning, hybrid codec ... Leer más

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