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Topical Drifts in Intelligent Computing: Proceedings of International Conference on Computational Techniques and Applications (ICCTA 2021) de Jyotsna Kumar Mandal

Topical Drifts in Intelligent Computing: Proceedings of International Conference on Computational Techniques and Applications (ICCTA 2021): Lecture Notes in Networks and Systems, cartea 426

Editat de Jyotsna Kumar Mandal, Pao-Ann Hsiung, Rudra Sankar Dhar
en Limba Engleză Paperback – 24 apr 2022

Diferențiindu-se de documentația tehnică standard sau de manualele teoretice, Topical Drifts in Intelligent Computing oferă o perspectivă aplicată asupra convergenței dintre inteligența artificială și infrastructura de telecomunicații. Considerăm că valoarea acestui volum rezidă în prezentarea unor soluții concrete la probleme actuale, trecând dincolo de algoritmi puri către implementări în medii cu resurse limitate sau în contexte industriale specifice. Remarcăm, de exemplu, abordările pragmatice pentru detectarea leucemiei limfoblastice acute prin rețele neuronale convoluționale sau utilizarea SVM pentru verificarea metricilor de proces în ingineria software.

Pe linia practică a volumului Intelligent Computing and Networking, dar cu un focus distinct pe intersecția dintre electronică și sistemele de energie verde, această lucrare este organizată riguros în trei secțiuni tematice. Prima secțiune analizează securitatea rețelelor și știința datelor, a doua se concentrează pe tehnologia comunicațiilor, în timp ce a treia explorează controlul inteligent în sistemele de putere. Această structură reflectă o progresie logică de la infrastructura de calcul spre aplicații de nișă în energie și control.

În contextul operei editorului Jyotsna Kumar Mandal, această publicație completează temele abordate în AI to Improve e-Governance and Eminence of Life, extinzând însă aria de acoperire de la impactul social al AI spre detalii tehnice de implementare în VLSI și procesare de semnal, similare cu cele din Innovations in Signal Processing and Embedded Systems. Ritmul expunerii este unul tehnic, specific literaturii de specialitate, facilitând extragerea rapidă de metodologii pentru cercetători și inginerii din domeniu.

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Specificații

ISBN-13: 9789811907449
ISBN-10: 9811907447
Pagini: 641
Ilustrații: XXII, 641 p. 411 illus., 333 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 1.13 kg
Ediția:1st ed. 2022
Editura: Springer Nature Singapore
Colecția Springer
Seria Lecture Notes in Networks and Systems

Locul publicării:Singapore, Singapore

De ce să citești această carte

Această carte este esențială pentru inginerii și cercetătorii care caută implementări practice ale AI în telecomunicații și energie. Cititorul câștigă acces la studii de caz validate prin peer-review, de la securitate cibernetică la diagnostice medicale asistate de calculator. Este un instrument valoros pentru cei care doresc să înțeleagă cum pot fi adaptați algoritmii moderni pentru a rezolva probleme industriale și sociale complexe.

Despre autor

Jyotsna Kumar Mandal este un cercetător proeminent și editor cu o experiență vastă în domeniul calculului inteligent și al securității informației. Activitatea sa editorială, reflectată în numeroase volume publicate la Springer, se concentrează pe aplicarea inteligenței artificiale pentru îmbunătățirea calității vieții și a guvernării electronice. Prin coordonarea unor evenimente precum ICCTA 2021 sau EAIT 2022, acesta facilitează dialogul între mediul academic și cel industrial, promovând inovații în procesarea semnalelor, sisteme embedded și rețele de comunicații de ultimă generație.

Descriere scurtă

This book gathers a collection of high-quality peer-reviewed research papers presented at International Conference on Computational Techniques and Applications (ICCTA 2021), organized by the Electronics and Telecommunication Engineers (IETE), Kolkata Center, India, during 8 – 9 October 2021. This includes research in the areas of intelligent computing and communication systems including computing, electronics, green energy design, communications, computers to interact and disseminate information on latest developments both academically and industrially for computational drifts. The three main tracks are (i) computing in network security, AI and data science; (ii) contemporary issues in electronics, and communication technology; and (iii) intelligent computing in electrical power, control systems and energy technology.

Cuprins

Skin Cancer Detection using Computer Vision.- A Comparative Study Of Machine Learning Algorithms For Anomaly Based Network Intrusion Detection System.- An Effective Approach For Detecting Acute Lymphoblastic Leukemia Using  Deep Convolutional Neural Networks.- Use of Support Vector Machine to Check Whether Process Metrics are as good as Static Code Metrics.- Social distancing using video tracking system- An effort towards CoVID-19.- A Universal Dependency Treebank for Definitely Endangered Low Resource Kangri Language.- Analysis of Unsupervised Statistical Machine Translation using Cross-lingual Word Embedding for English Hindi.- A Ternary Sentiment Classification of Bangla Text Data Using Support Vector Machine and Random Forest Classifier. 

Notă biografică

Jyotsna Kumar Mandal, M. Tech. in Computer Science from University of Calcutta in 1987, awarded Ph. D. (Engineering) in Computer Science and Engineering by Jadavpur University in 2000. Working as Professor of Computer Science & Engineering, former Dean, Faculty of Engineering, Technology & Management, KU for two consecutive terms during 2008-2012. Director, IQAC, Kalyani University and Chairman, CIRM, and Placement Cell. Served as Professor Computer Applications, KGEC, as Associate Professor Computer Science, Assistant Professor Computer Science North Bengal University for fifteen years, as lecturer at NERIST, Itanagar for one year. 34 years of teaching and research experience in Coding theory, Data and Network Security and authentication; Remote Sensing & GIS based Applications, Data Compression, Error Correction, Visual Cryptography and Steganography. Awarded 24 Ph. D. Degrees, one submitted and 8 are pursuing. Supervised 03 M. Phil, more than 80 M. Tech and more than 150 M.C.A Dissertations. Guest Editor of MST Journal (SCI indexed) of Springer. Published more than 450 research articles out of which 190 articles in International Journals. Published 12 books from LAP Germany, IGI Global, Springer etc. Organized more than 50 International Conferences and Corresponding Editors of edited volumes and conference publications of Springer, IEEE and Elsevier etc. and edited more than 50 volumes as volume editor. Received “SikshaRatna” award from Higher Education, Government of West Bengal, India in the year 2018 for outstanding teaching activities. Vidyasagaraward from International Society for Science Technology and management in the fifth International Conference on Computing, Communication and Sensor Network. Chapter Patron Award, CSI Kolkata Chapter on 2014. “Bharat Jyoti Award” for meritorious services, outstanding performances and remarkable role in the field of Computer Science & Engineering on 29th August, 2012 from International Friendship Society (IIFS),New Delhi, A. M. Bose Memorial Silver medal and Kali PrasannaDasgupta Memorial Silver medal from Jadavpur University.

Dr. Pao-Ann Hsiung got his PhD in Electrical Engineering from the National Taiwan University in 1996. He was the Director-General of the Smart Technology Office at the Chiayi City Government, Taiwan. He helped the city to obtain huge funds of around 300M NT$. As a result, Chiayi City was awarded the Top7 Smart City in the World by ICF Forum. He was also the Dean of International Affairs and the CS Department Chair at the National Chung Cheng University, where currently he is a full professor and Director of the Smart Living Technology Research Center. He has published more than 280 papers in top journals and international conferences. His main research interests include smart system design, blockchain, IoT design, distributed security, and smart grid. He is an IET Fellow and has received several international and national accolades such as Excellent Research Awards, etc.


Dr. Rudra Sankar Dhar obtained his B.E. in Electronics & Telecommunication Engineering, from CVRCE, Orissa, M.Phil in Microelectronics Engineering from University of Newcastle upon Tyne, UK and earned his Ph.D. degree in field of Nanotechnology Engineering from University of Waterloo, Canada. He worked as a Postdoctoral Research Fellow in the area of Nanomaterials technology and Smart Electronics for development of green technology nanodevices at the University of Alberta, Canada. He has also served and worked as teacher and researcher for more than 15 years at some of the reputed Industry and Institutes globally such as Chipworks Inc. Canada, Nanyang Technological University, Singapore and Thapar University, India among few others in the area of nano-microelectronic and optoelectronic technology and devices based on semiconductor, molecular and smart materials for emerging IOT, networking and circuitry applications. Presently, he is working in the Department of Electronics and Communication Engineering at NIT Mizoram since December 2015. He has solely supervised 1 PhD while 10 others are pursuing and many M.Tech students to completion and executed a few high value sponsored projects in India and abroad. He is the author of one book, and many Scopus indexed international book chapters while he has published more than 60 articles in international peer-reviewed high impact journals and conferences world-wide. He is also a reviewer and editor of many Scopus indexed journals and conferences. His research interests include semiconductor device physics, nanomaterials technology, microelectronic devices, IOT, networking and applications.
 

Caracteristici

Presents research works in the field of computational techniques and applications Gather the outcomes of the ICCTA 2021, held in Kolkata, India Offers a reference guide for researchers and practitioners in academia and industry