Handbook of research on machine learning techniques for pattern recognition and information security
"This book examines the impact of machine learning techniques on pattern recognition and information security"--
| Other Authors: | , |
|---|---|
| Format: | eBook |
| Language: | English |
| Published: |
Hershey, Pennsylvania (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA)
IGI Global,
2020.
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| Subjects: | |
| Online Access: | EBSCOhost Перейти в каталог НБ ТГУ |
| LEADER | 03656cam a2200493Mi 4500 | ||
|---|---|---|---|
| 001 | koha001014549 | ||
| 003 | OCoLC | ||
| 005 | 20250222070038.0 | ||
| 006 | m e d | ||
| 007 | cr bn||||m|||a | ||
| 008 | 210530s2020 pau fob 001 0 eng d | ||
| 035 | |a koha001014549 | ||
| 040 | |a IGIGL |b eng |e rda |c IGIGL |d OCLCO |d YDX |d OCL |d N$T | ||
| 020 | |a 1799833011 |q eISBN | ||
| 020 | |a 9781799833017 |q (electronic bk.) | ||
| 020 | |z 9781799832997 |q h/c | ||
| 020 | |z 9781799833000 |q s/c | ||
| 024 | 7 | |a 10.4018/978-1-7998-3299-7 |2 doi | |
| 050 | 4 | |a QA76.9.D314 |b H36 2020e | |
| 082 | 0 | 4 | |a 005.8 |2 23 |
| 049 | |a MAIN | ||
| 245 | 0 | 0 | |a Handbook of research on machine learning techniques for pattern recognition and information security |c Mohit Dua, Ankit Kumar Jain, editors. |
| 264 | 1 | |a Hershey, Pennsylvania (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA) |b IGI Global, |c 2020. | |
| 300 | |a 1 online resource (26 PDFs (355 pages)) | ||
| 504 | |a Includes bibliographical references and index. | ||
| 505 | 0 | |a 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. | |
| 520 | 3 | |a "This book examines the impact of machine learning techniques on pattern recognition and information security"-- |c Provided by publisher. | |
| 588 | |a Description based on title screen (IGI Global, viewed 05/30/2021). | ||
| 653 | 0 | |a Database security. | |
| 653 | 0 | |a Machine learning. | |
| 653 | 0 | |a Pattern recognition systems. | |
| 653 | 7 | |a Pattern recognition systems. |2 fast |0 (OCoLC)fst01055266 | |
| 653 | 7 | |a Machine learning. |2 fast |0 (OCoLC)fst01004795 | |
| 653 | 7 | |a Database security. |2 fast |0 (OCoLC)fst00888063 | |
| 655 | 0 | |a EBSCO eBooks |9 905790 | |
| 655 | 4 | |a Electronic books. |9 899821 | |
| 700 | 1 | |a Dua, Mohit, |d 1982- |9 913985 | |
| 700 | 1 | |a Jain, Ankit Kumar, |d 1986- |9 913986 | |
| 710 | 2 | |a IGI Global, |e publisher. |9 899844 | |
| 856 | 4 | 0 | |3 EBSCOhost |u https://www.lib.tsu.ru/limit/2023/EBSCO/2939945.pdf |
| 856 | |y Перейти в каталог НБ ТГУ |u https://koha.lib.tsu.ru/cgi-bin/koha/opac-detail.pl?biblionumber=1014549 | ||
| 910 | |a EBSCO eBooks | ||
| 999 | |c 1014549 |d 1014549 | ||
| 039 | |||