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Advanced computer science applications : recent trends in AI, machine learning, and network security /
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| 자료유형 | E-Book |
|---|---|
| 개인저자 | Singh, Karan, 1981-, editor. Banda, Latha, 1983-, editor. Manjul, Manisha, 1982-, editor. |
| 서명/저자사항 | Advanced computer science applications :recent trends in AI, machine learning, and network security /edited by Karan Singh, PhD, Latha Banda, PhD, Manisha Manjul, PhD. |
| 판사항 | First edition. |
| 발행사항 | Palm Bay, FL : Apple Academic Press Inc. ; Boca Raton, FL : CRC Press, 2024. |
| 형태사항 | 1 online resource (xxiv, 385 pages) : illustrations (some color). |
| 총서사항 | AAP research notes on optimization & decision-making theories |
| 소장본 주기 | OCLC control number change |
| ISBN | 9781003369066 1003369065 9781000839517 1000839516 9781000839524 1000839524 |
| 기타표준부호 | 10.1201/9781003369066doi |
| 서지주기 | Includes bibliographical references and index. |
| 내용주기 | Part I: Machine learning algorithms in security analytics -- 1. Speculative pararalelism on multicore chip architecture strengthen green computing concept : a survey / Sudhakar Kumar, Sunil Kr. Singh, and Naveen Aggarwal -- 2. Measuring perceived quality of software ecosystem based on transactions in customer management tools / R. Rajaraman, P. K. Kapur, Deepak Kumar, and K. Velmurugan -- 3. Moving object detection in video, captured by static camera : a survey / Sneha Mishra and Dileep Kumar Yadav |
| 요약 | "Artificial intelligence (AI) and machine learning (ML) are two areas of computer science that have seen drastic advancement in recent years. Keeping track of this rapid development, this book, Advanced Computer Science Applications: Recent Trends in AI, Machine Learning, and Network Security, brings together the most recent trends related to AI, ML and Network Security. The book consists of three parts with each part focusing on a specific aspect of AI, machine learning, and network security. The chapters cover such diverse topics including machine learning algorithms and security analytics, AI and machine learning, and network security applications. The book presents a variety of design algorithms including convolutional neural networks (CNN), random forest algorithm, k-nearest neighbor (KNN), Apriori algorithm, MapReduce algorithm, and the Genetic Algorithm used in IoT applications. The volume presents a survey of speculative parallelism techniques, performance reviews, and efficient power consumption. It discusses measuring perceived quality of software ecosystems based on transactions in customer management tools and offers a study of the background modelling and background subtraction along with various other literature studies that justify the role of moving object detection in computer vision. The book also covers the concepts of IoT, security early detections for COVID-19, multimetric geographical routing in VANETs, V2X communication in VANET, and optimization of congestion control scheme for VANETs. This book is a comprehensive take on recent applications and advancement in the field of computer science. Scientists, researchers, faculty, and students involved in research in the area of AI, machine learning, and network security will find valuable information in this volume."-- |
| 일반주제명 | Artificial intelligence. Machine learning. Computer networks -- Security measures. Intelligence artificielle. Apprentissage automatique. Re?seaux d'ordinateurs -- Se?curite? -- Mesures. artificial intelligence. COMPUTERS / Expert Systems COMPUTERS / Computer Vision & Pattern Recognition COMPUTERS / Computer Architecture Artificial intelligence Computer networks -- Security measures Machine learning |
| 언어 | 영어 |
| 기타형태 저록 | Print version:Advanced computer science applications.First edition.Palm Bay, FL, USA ; Burlington, ON, Canada : Apple Academic Press ; Boca Raton, FL, USA ; Abingdon, Oxon, UK : CRC Press, 202317749123929781774912393 |
| 대출바로가기 | https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=3644311 |
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| No. | 등록번호 | 청구기호 | 소장처 | 도서상태 | 반납예정일 | 예약 | 서비스 | 매체정보 |
|---|---|---|---|---|---|---|---|---|
| 1 | WE00029623 | 006.3 | 가야대학교/전자책서버(컴퓨터서버)/ | 대출가능 |
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