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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.

    • Windows Forensic Analysis Toolkit

      • 4th Edition
      • March 11, 2014
      • Harlan Carvey
      • English
      • Paperback
        9 7 8 0 1 2 4 1 7 1 5 7 2
      • eBook
        9 7 8 0 1 2 4 1 7 1 7 4 9
      Harlan Carvey has updated Windows Forensic Analysis Toolkit, now in its fourth edition, to cover Windows 8 systems. The primary focus of this edition is on analyzing Windows 8 systems and processes using free and open-source tools. The book covers live response, file analysis, malware detection, timeline, and much more. Harlan Carvey presents real-life experiences from the trenches, making the material realistic and showing the why behind the how. The companion and toolkit materials are hosted online. This material consists of electronic printable checklists, cheat sheets, free custom tools, and walk-through demos. This edition complements Windows Forensic Analysis Toolkit, Second Edition, which focuses primarily on XP, and Windows Forensic Analysis Toolkit, Third Edition, which focuses primarily on Windows 7. This new fourth edition provides expanded coverage of many topics beyond Windows 8 as well, including new cradle-to-grave case examples, USB device analysis, hacking and intrusion cases, and "how would I do this" from Harlan's personal case files and questions he has received from readers. The fourth edition also includes an all-new chapter on reporting.
    • Plan, Activity, and Intent Recognition

      • 1st Edition
      • February 24, 2014
      • Gita Sukthankar + 4 more
      • English
      • Paperback
        9 7 8 0 1 2 3 9 8 5 3 2 3
      • eBook
        9 7 8 0 1 2 4 0 1 7 1 0 8
      Plan recognition, activity recognition, and intent recognition together combine and unify techniques from user modeling, machine vision, intelligent user interfaces, human/computer interaction, autonomous and multi-agent systems, natural language understanding, and machine learning. Plan, Activity, and Intent Recognition explains the crucial role of these techniques in a wide variety of applications including: personal agent assistants computer and network security opponent modeling in games and simulation systems coordination in robots and software agents web e-commerce and collaborative filtering dialog modeling video surveillance smart homes In this book, follow the history of this research area and witness exciting new developments in the field made possible by improved sensors, increased computational power, and new application areas.
    • Nature-Inspired Optimization Algorithms

      • 1st Edition
      • February 17, 2014
      • Xin-She Yang
      • English
      • Paperback
        9 7 8 0 1 2 8 1 0 0 6 0 8
      • Hardback
        9 7 8 0 1 2 4 1 6 7 4 3 8
      • eBook
        9 7 8 0 1 2 4 1 6 7 4 5 2
      Nature-Inspired Optimization Algorithms provides a systematic introduction to all major nature-inspired algorithms for optimization. The book's unified approach, balancing algorithm introduction, theoretical background and practical implementation, complements extensive literature with well-chosen case studies to illustrate how these algorithms work. Topics include particle swarm optimization, ant and bee algorithms, simulated annealing, cuckoo search, firefly algorithm, bat algorithm, flower algorithm, harmony search, algorithm analysis, constraint handling, hybrid methods, parameter tuning and control, as well as multi-objective optimization. This book can serve as an introductory book for graduates, doctoral students and lecturers in computer science, engineering and natural sciences. It can also serve a source of inspiration for new applications. Researchers and engineers as well as experienced experts will also find it a handy reference.
    • Introduction to Audio Analysis

      • 1st Edition
      • February 15, 2014
      • Theodoros Giannakopoulos + 1 more
      • English
      • Hardback
        9 7 8 0 0 8 0 9 9 3 8 8 1
      • eBook
        9 7 8 0 0 8 0 9 9 3 8 9 8
      Introduction to Audio Analysis serves as a standalone introduction to audio analysis, providing theoretical background to many state-of-the-art techniques. It covers the essential theory necessary to develop audio engineering applications, but also uses programming techniques, notably MATLAB®, to take a more applied approach to the topic. Basic theory and reproducible experiments are combined to demonstrate theoretical concepts from a practical point of view and provide a solid foundation in the field of audio analysis. Audio feature extraction, audio classification, audio segmentation, and music information retrieval are all addressed in detail, along with material on basic audio processing and frequency domain representations and filtering. Throughout the text, reproducible MATLAB® examples are accompanied by theoretical descriptions, illustrating how concepts and equations can be applied to the development of audio analysis systems and components. A blend of reproducible MATLAB® code and essential theory provides enable the reader to delve into the world of audio signals and develop real-world audio applications in various domains.
    • Nursing-Sensitive Indicators, An Issue of Nursing Clinics

      • 1st Edition
      • Volume 49-1
      • February 14, 2014
      • Cecilia Anne Kennedy Page
      • English
      • Hardback
        9 7 8 0 3 2 3 2 8 7 1 4 2
      • eBook
        9 7 8 0 3 2 3 2 8 7 1 5 9
      Innovations that bring value propositions through new processes, resources, or technologies to practice. How are we changing outcomes through new innovations in practice? The articles in this issue will provide nurses with the information they need to improve patient outcomes. Articles are devoted to skin cancer screening in the medically underserved, innovative practices for risk assessment and documentation in preventative colon screenings, evidenced-based protocol for diagnosis and treatment of catheter associated urinary tract infection within adult neurocritical care patient population, changing the focus to the PATIENT plan of care, and a nursing focus on EMR usability enhancing documentation of patient outcomes.
    • Quotient Space Based Problem Solving

      • 1st Edition
      • January 30, 2014
      • Ling Zhang + 1 more
      • English
      • Paperback
        9 7 8 0 1 2 8 1 0 3 0 9 8
      • Hardback
        9 7 8 0 1 2 4 1 0 3 8 7 0
      • eBook
        9 7 8 0 1 2 4 1 0 4 4 3 3
      Quotient Space Based Problem Solving provides an in-depth treatment of hierarchical problem solving, computational complexity, and the principles and applications of multi-granular computing, including inference, information fusing, planning, and heuristic search.
    • Commercial Data Mining

      • 1st Edition
      • January 29, 2014
      • David Nettleton
      • English
      • Paperback
        9 7 8 0 1 2 4 1 6 6 0 2 8
      • eBook
        9 7 8 0 1 2 4 1 6 6 5 8 5
      Whether you are brand new to data mining or working on your tenth predictive analytics project, Commercial Data Mining will be there for you as an accessible reference outlining the entire process and related themes. In this book, you'll learn that your organization does not need a huge volume of data or a Fortune 500 budget to generate business using existing information assets. Expert author David Nettleton guides you through the process from beginning to end and covers everything from business objectives to data sources, and selection to analysis and predictive modeling. Commercial Data Mining includes case studies and practical examples from Nettleton's more than 20 years of commercial experience. Real-world cases covering customer loyalty, cross-selling, and audience prediction in industries including insurance, banking, and media illustrate the concepts and techniques explained throughout the book.
    • Object-Oriented Analysis and Design for Information Systems

      • 1st Edition
      • January 28, 2014
      • Raul Sidnei Wazlawick
      • English
      • Paperback
        9 7 8 0 1 2 4 1 8 6 7 3 6
      • eBook
        9 7 8 0 1 2 4 1 7 2 9 3 7
      Object-Oriented Analysis and Design for Information Systems clearly explains real object-oriented programming in practice. Expert author Raul Sidnei Wazlawick explains concepts such as object responsibility, visibility and the real need for delegation in detail. The object-oriented code generated by using these concepts in a systematic way is concise, organized and reusable. The patterns and solutions presented in this book are based in research and industrial applications. You will come away with clarity regarding processes and use cases and a clear understand of how to expand a use case. Wazlawick clearly explains clearly how to build meaningful sequence diagrams. Object-Oriented Analysis and Design for Information Systems illustrates how and why building a class model is not just placing classes into a diagram. You will learn the necessary organizational patterns so that your software architecture will be maintainable.
    • Relevance Ranking for Vertical Search Engines

      • 1st Edition
      • January 25, 2014
      • Bo Long + 1 more
      • English
      • Paperback
        9 7 8 0 1 2 4 0 7 1 7 1 1
      • eBook
        9 7 8 0 1 2 4 0 7 2 0 2 2
      In plain, uncomplicated language, and using detailed examples to explain the key concepts, models, and algorithms in vertical search ranking, Relevance Ranking for Vertical Search Engines teaches readers how to manipulate ranking algorithms to achieve better results in real-world applications. This reference book for professionals covers concepts and theories from the fundamental to the advanced, such as relevance, query intention, location-based relevance ranking, and cross-property ranking. It covers the most recent developments in vertical search ranking applications, such as freshness-based relevance theory for new search applications, location-based relevance theory for local search applications, and cross-property ranking theory for applications involving multiple verticals.
    • Product Design Modeling using CAD/CAE

      • 1st Edition
      • January 20, 2014
      • Kuang-Hua Chang
      • English
      • Hardback
        9 7 8 0 1 2 3 9 8 5 1 3 2
      • eBook
        9 7 8 0 1 2 3 9 8 5 1 7 0
      Product Design Modeling using CAD/CAE is the third part of a four-part series. It is the first book to integrate discussion of computer design tools throughout the design process. Through this book, you will: Understand basic design principles and all digital design paradigms Understand computer-aided design, engineering, and manufacturing (CAD/CAE/CAM) tools available for various design-related tasks Understand how to put an integrated system together to conduct all-digital design (ADD)