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    Полное описание

    Handbook of research on machine learning techniques for pattern recognition and information security / IGI Global, ; Mohit Dua, Ankit Kumar Jain, editors. - Hershey, Pennsylvania (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA) : IGI Global, 2020. - 18 p. - URL: https://cat.gpntb.ru/?id=FT/ShowFT&sid=671eb4e08833af419c4a556bb9d64ab8. - Includes bibliographical references and index. - ISBN 1799833011. - ISBN 9781799833017. - DOI 10.4018/978-1-7998-3299-7. - Текст : электронный.
    Содержание:
    Chapter 1. Intelligent vision-based systems for public safety and protection via machine learning techniques -- Chapter 2. Comparative analysis of various soft computing technique-based automatic licence plate recognition systems -- Chapter 3. Impact of syntactical and statistical pattern recognition on prognostic reasoning -- Chapter 4. Challenges and issues in plant disease detection using deep learning -- Chapter 5. Automatic animal detection and collision avoidance system (ADCAS) using thermal camera -- Chapter 6. Distracted driver detection system using deep learning technique -- Chapter 7. Application of deep learning model convolution neural network for effective web information retrieval -- Chapter 8. Cosine transformed chaos function and block scrambling-based image encryption -- Chapter 9. An improved approach for multiple image encryption using alternate multidimensional chaos and Lorenz attractor -- Chapter 10. Simple linear iterative clustering (SLIC) and graph theory-based image segmentation -- Chapter 11. COVID-19 detection using chest x-ray and transfer learning -- Chapter 12. COVID-19-related predictions using NER on news headlines -- Chapter 13. Security issues in fog computing and ML-based solutions -- Chapter 14. Intrusion detection systems: current trends and future challenges -- Chapter 15. Vulnerability assessment and malware analysis of android apps using machine learning -- Chapter 16. Locally-adaptive naïve bayes framework design via density-based clustering for large scale datasets -- Chapter 17. RFID security issues, defenses, and security schemes.
    Рубрики:
    Database security
    Machine learning
    Pattern recognition systems
    Pattern recognition systems
    Machine learning
    Database security

    Аннотация: This book examines the impact of machine learning techniques on pattern recognition and information security.
    Доп. точки доступа:
    Dua, M.\editor.\
    Jain, A.\editor.\
    IGI Global,

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