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Elsevier

Books in Computer science

The Computing collection presents a range of foundational and applied content across computer and data science, including fields such as Artificial Intelligence; Computational Modelling; Computer Networks, Computer Organization & Architecture, Computer Vision & Pattern Recognition, Data Management; Embedded Systems & Computer Engineering; HCI/User Interface Design; Information Security; Machine Learning; Network Security; Software Engineering.

  • Machine Learning

    A Constraint-Based Approach
    • 1st Edition
    • Marco Gori
    • English
    Machine Learning: A Constraint-Based Approach provides readers with a refreshing look at the basic models and algorithms of machine learning, with an emphasis on current topics of interest that includes neural networks and kernel machines. The book presents the information in a truly unified manner that is based on the notion of learning from environmental constraints. While regarding symbolic knowledge bases as a collection of constraints, the book draws a path towards a deep integration with machine learning that relies on the idea of adopting multivalued logic formalisms, like in fuzzy systems. A special attention is reserved to deep learning, which nicely fits the constrained- based approach followed in this book. This book presents a simpler unified notion of regularization, which is strictly connected with the parsimony principle, and includes many solved exercises that are classified according to the Donald Knuth ranking of difficulty, which essentially consists of a mix of warm-up exercises that lead to deeper research problems. A software simulator is also included.

  • Notes in the Category of C

    Reflections on Laboratory Animal Care and Use
    • 1st Edition
    • Steven M. Niemi
    • English
    Notes in the Category C: Reflections on Laboratory Animal Care and Use addresses how to improve laboratory animal care and use, also characterizing the current state of the industry and speculating on its long-term future. It offers analysis from a professional who has spent a lot of time in the trenches, also highlighting new approaches to produce further advances in the field. As the proper care and use of lab animals is critically important to scientists and those who depend on data generated from those animals, this comprehensive book is an ideal resource on the topic. Physicians, patients and their families, consumers, federal and non-profit research funding entities, health advocacy organizations, the FDA, EPA, regulatory approval agencies, and companies that invest billions in R&D to create new diagnostics, drugs, vaccines and medical devices will find this an informative addition for their work.

  • Cloud Computing

    Theory and Practice
    • 2nd Edition
    • Dan C. Marinescu
    • English
    Cloud Computing: Theory and Practice, Second Edition, provides students and IT professionals with an in-depth analysis of the cloud from the ground up. After an introduction to network-centric computing and network-centric content in Chapter One, the book is organized into four sections. Section One reviews basic concepts of concurrency and parallel and distributed systems. Section Two presents such critical components of the cloud ecosystem as cloud service providers, cloud access, cloud data storage, and cloud hardware and software. Section Three covers cloud applications and cloud security, while Section Four presents research topics in cloud computing. Specific topics covered include resource virtualization, resource management and scheduling, and advanced topics like the impact of scale on efficiency, cloud scheduling subject to deadlines, alternative cloud architectures, and vehicular clouds. An included glossary covers terms grouped in several categories, from general to services, virtualization, desirable attributes and security.

  • Parallel Programming

    Concepts and Practice
    • 1st Edition
    • Bertil Schmidt + 3 more
    • English
    Parallel Programming: Concepts and Practice provides an upper level introduction to parallel programming. In addition to covering general parallelism concepts, this text teaches practical programming skills for both shared memory and distributed memory architectures. The authors’ open-source system for automated code evaluation provides easy access to parallel computing resources, making the book particularly suitable for classroom settings.

  • Academic Crowdsourcing in the Humanities

    Crowds, Communities and Co-production
    • 1st Edition
    • Mark Hedges + 1 more
    • English
    Academic Crowdsourcing in the Humanities lays the foundations for a theoretical framework to understand the value of crowdsourcing, an avenue that is increasingly becoming important to academia as the web transforms collaboration and communication and blurs institutional and professional boundaries. Crowdsourcing projects in the humanities have, for the most part, focused on the generation or enhancement of content in a variety of ways, leveraging the rich resources of knowledge, creativity, effort and interest among the public to contribute to academic discourse. This book explores methodologies, tactics and the "citizen science" involved.

  • Fundraising

    How to Raise Money for Your Library Using Social Media
    • 1st Edition
    • Joyce V. Garczynski
    • English
    Fundraising: How to Raise Money for Your Library Using Social Media introduces the phenomena that many members, supporters and fundraisers are not using social media to fundraise for their libraries, and may not be aware of its strengths and pitfalls. The book discusses why social media should be used to fundraise and how to successfully employ social media campaigns, also providing examples from library funding initiatives that libraries can follow. Since social media changes relatively quickly, library staff members, supporters and fundraisers need up-to-date information on how to craft messages for the platforms that they use. This book presents less on best practices for specific social media platform, focusing more on library social media fundraising strategies that have been found to be effective (for example, how libraries have successfully created fundraising campaigns with hashtags).

  • Social Justice and Library Work

    A Guide to Theory and Practice
    • 1st Edition
    • Stephen Bales
    • English
    Although they may not have always been explicitly stated, library work has always had normative goals. Until recently, such goals have largely been abstract; they are things like knowledge creation, education, forwarding science, preserving history, supporting democracy, and safeguarding civilization. The modern spirit of social and cultural critique, however, has focused our attention on the concrete, material relationships that determine human potentiality and opportunity, and library workers are increasingly seeing the institution of the library, as well as library work, as embedded in a web of relations that extends beyond the library’s traditional sphere of influence. In light of this critical consciousness, more and more library and information science professionals are coming to see themselves as change agents and front-line advocates of social justice issues. This book will serve as a guide for those library workers and related information professionals that disregard traditional ideas of "library neutrality" and static, idealized conceptions of Western culture. The book will work as an entry point for those just forming a consciousness oriented towards social justice work and will be also be of value to more experienced "transformative library workers" as an up-to-date supplement to their praxis.

  • CUDA Programming

    A Developer's Guide to Parallel Computing with GPUs
    • 2nd Edition
    • Shane Cook
    • English
    CUDA Programming: A Developer's Guide to Parallel Computing with GPUs, Second Edition is a fully revised, updated, practical guide that provides a solid foundation for developers learning parallel programming with CUDA. This guide iincludes updates that cover both the Kepler and Maxwell GPUs from NVIDIA, as well as the latest heterogeneous systems from AMD. Suitable for someone without a parallel programming background or previous CUDA experience, as well as those who already have dabbled in GPU programming, the contents range from installation and getting started, to building your own GPU workstation. This revision includes a new chapter on visualizing data, and new content on the latest CUDA features including data caching, shared memory, and dynamic parallelism. Author Shane Cook also covers the latest host systems and changes to the installation process, NVIDIA’s Parallel NSight IDE, and hardware systems that run CUDA applications. The final new chapter looks ahead to future GPU platforms and releases including on-core ARM CPU and NVlink technologies.

  • Ethics Management in Libraries and Other Information Services

    • 1st Edition
    • Margarita Pérez Pulido
    • English
    Ethics Management in Libraries and Other Information Services presents professional ethics from a managerial point-of-view, explaining how to implement ethical management systems in libraries and information services and presenting the necessary tools needed to understand the practical application of a system of ethical management based on ISO 26000: 2010. The examples and selected case studies will be helpful to professionals, teachers and students who want to both explore and apply ethics now and in the future.

  • Imaging Genetics

    • 1st Edition
    • Adrian Dalca + 3 more
    • English
    Imaging Genetics presents the latest research in imaging genetics methodology for discovering new associations between imaging and genetic variables, providing an overview of the state-of the-art in the field. Edited and written by leading researchers, this book is a beneficial reference for students and researchers, both new and experienced, in this growing area. The field of imaging genetics studies the relationships between DNA variation and measurements derived from anatomical or functional imaging data, often in the context of a disorder. While traditional genetic analyses rely on classical phenotypes like clinical symptoms, imaging genetics can offer richer insights into underlying, complex biological mechanisms.

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