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019 ▼a 1390553070
020 ▼a 9781003369066 ▼q electronic book
020 ▼a 1003369065 ▼q electronic book
020 ▼a 9781000839517 ▼q electronic book
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020 ▼z 1774912392
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035 ▼a (OCoLC)1375675331 ▼z (OCoLC)1390553070
037 ▼a 9781003369066 ▼b Taylor & Francis
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24500 ▼a Advanced computer science applications : ▼b recent trends in AI, machine learning, and network security / ▼c edited by Karan Singh, PhD, Latha Banda, PhD, Manisha Manjul, PhD.
24630 ▼a Recent trends in artificial intelligence, machine learning, and network security
250 ▼a First edition.
260 ▼a Palm Bay, FL : ▼b Apple Academic Press Inc. ; ▼a Boca Raton, FL : ▼b CRC Press, ▼c 2024.
300 ▼a 1 online resource (xxiv, 385 pages) : ▼b illustrations (some color).
336 ▼a text ▼b txt ▼2 rdacontent
337 ▼a computer ▼b c ▼2 rdamedia
338 ▼a online resource ▼b cr ▼2 rdacarrier
4901 ▼a AAP research notes on optimization & decision-making theories
504 ▼a Includes bibliographical references and index.
5052 ▼a 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
520 ▼a "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."-- ▼c Provided by publisher.
5450 ▼a Karan Singh, PhD, is Assistant Professor in the School of Computer and Systems Sciences at Jawaharlal Nehru University, New Delhi, India. His areas of interest include multicast communications, information security, cryptography, security issues in wireless sensor networks, intelligent vehicular networks, Internet of Things, and cyber-physical systems. He has published many journal articles and conference papers. He has also attended many international conferences and workshops and has delivered invited talks and lectures. Latha Banda, PhD, is Associate Professor of Computer Sciences and Engineering at ABES Engineering College, Ghaziabad, India. She was previously an Associate Professor at Sharda University and Lingaya's University, India. Her areas of interest include artificial intelligence, recommender systems, machine learning, network security, and soft computing. She has published several journal articles and conference papers and has attended and participated at international conferences and workshops. Manisha Manjul, PhD, is working with the Department of Computer Engineering at G. B. Pant DESU Okhla-I Campus, New Delhi, India. She has published several papers in Scopus-indexed journals as well as several conference papers. She organizes workshops, conferences, and faculty development programs. Her primary research interests are in computer network, network security, multicast communication, and object-oriented programming.
588 ▼a Description based on online resource; title from digital title page (viewed on October 27, 2023).
590 ▼a OCLC control number change
650 0 ▼a Artificial intelligence.
650 0 ▼a Machine learning.
650 0 ▼a Computer networks ▼x Security measures.
650 6 ▼a Intelligence artificielle.
650 6 ▼a Apprentissage automatique.
650 6 ▼a Re?seaux d'ordinateurs ▼x Se?curite? ▼x Mesures.
650 7 ▼a artificial intelligence. ▼2 aat
650 7 ▼a COMPUTERS / Expert Systems ▼2 bisacsh
650 7 ▼a COMPUTERS / Computer Vision & Pattern Recognition ▼2 bisacsh
650 7 ▼a COMPUTERS / Computer Architecture ▼2 bisacsh
650 7 ▼a Artificial intelligence ▼2 fast
650 7 ▼a Computer networks ▼x Security measures ▼2 fast
650 7 ▼a Machine learning ▼2 fast
7001 ▼a Singh, Karan, ▼d 1981-, ▼e editor. ▼1 https://id.oclc.org/worldcat/entity/E39PCjxWQwhBrp9p78VMChmYbm
7001 ▼a Banda, Latha, ▼d 1983-, ▼e editor.
7001 ▼a Manjul, Manisha, ▼d 1982-, ▼e editor.
77608 ▼i Print version: ▼t Advanced computer science applications. ▼b First edition. ▼d Palm Bay, FL, USA ; Burlington, ON, Canada : Apple Academic Press ; Boca Raton, FL, USA ; Abingdon, Oxon, UK : CRC Press, 2023 ▼z 1774912392 ▼z 9781774912393 ▼w (OCoLC)1375675075
830 0 ▼a AAP research notes on optimization and decision-making theories.
85640 ▼3 EBSCOhost ▼u https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=3644311
938 ▼a YBP Library Services ▼b YANK ▼n 20396004
938 ▼a YBP Library Services ▼b YANK ▼n 305577046
938 ▼a EBSCOhost ▼b EBSC ▼n 3644311
990 ▼a 관리자
994 ▼a 92 ▼b N$T