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Communication and Intelligent Systems de Harish Sharma

Communication and Intelligent Systems: Lecture Notes in Networks and Systems, cartea 968

Editat de Harish Sharma, Vivek Shrivastava, Ashish Kumar Tripathi, Lipo Wang
en Limba Engleză Paperback – 11 mai 2024

Resursele academice integrate în acest volum provin direct din cadrul Fifth International Conference on Communication and Intelligent Systems (ICCIS 2023), oferind acces la metodologii riguros verificate în domeniul algoritmilor de învățare profundă și al rețelelor inteligente. Reținem că această lucrare funcționează ca o sursă centralizată pentru rezultatele cercetării multidisciplinare, punând accent pe implementări practice în sectoare critice.

Structura volumului urmează o progresie logică, de la securitatea sistemelor logistice la aplicații avansate în bioinformatică și monitorizarea infrastructurii. Găsim în cuprins studii detaliate despre utilizarea metodelor MIFNET pentru retinopatia diabetică, segmentarea vaselor coronariene în raze X folosind arhitecturi U-Net și tehnici de eliminare a ceții din imagini prin Deep Learning. Un segment important este dedicat securității cibernetice, explorând detecția atacurilor de tip sinkhole în rețelele IoT și protocoalele de rutare pentru FANETs (Flying Ad-Hoc Networks).

Pe linia practică a lucrării Fourth Congress on Intelligent Systems, acest volum menține standardul tehnic înalt, dar cu focus pe convergența dintre sistemele de comunicații și inteligența artificială aplicată. În contextul operei editorilor, lucrarea continuă direcția stabilită de Third Congress on Intelligent Systems, extinzând cadrul de analiză către tehnologii emergente precum termografia în infraroșu pentru insuficiența venoasă cronică. Putem afirma că volumul 968 din seria Lecture Notes in Networks and Systems reprezintă o documentație esențială pentru înțelegerea modului în care Machine Learning transformă diagnosticul medical și securitatea rețelelor în 2024.

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Specificații

ISBN-13: 9789819720781
ISBN-10: 9819720788
Pagini: 476
Ilustrații: XVIII, 456 p. 149 illus., 122 illus. in color.
Dimensiuni: 155 x 235 x 24 mm
Greutate: 0.8 kg
Ediția:2024
Editura: Springer
Colecția Lecture Notes in Networks and Systems
Seria Lecture Notes in Networks and Systems

Locul publicării:Singapore, Singapore

De ce să citești această carte

Această carte se adresează cercetătorilor și inginerilor care au nevoie de studii de caz concrete și arhitecturi de rețea actualizate. Cititorul câștigă o perspectivă tehnică asupra implementării Deep Learning în medicină și securitate IoT, beneficiind de metodologii testate și prezentate la una dintre cele mai importante conferințe de profil din India. Este un instrument valoros pentru cei care proiectează sisteme inteligente de monitorizare și diagnostic.

Despre autor

Harish Sharma, alături de Vivek Shrivastava, Ashish Kumar Tripathi și Lipo Wang, formează un colectiv editorial cu o vastă experiență în coordonarea publicațiilor tehnice de anvergură internațională. Aceștia sunt recunoscuți pentru selectarea unor lucrări care fac puntea între cercetarea fundamentală și aplicațiile industriale. Lipo Wang este o figură proeminentă în comunitatea de inteligență artificială, contribuind la numeroase volume din seria Lecture Notes in Networks and Systems de la Springer. Expertiza lor colectivă asigură rigoarea științifică a prezentului volum, axat pe sistemele inteligente de comunicații și prelucrarea avansată a datelor.

Descriere scurtă

This book gathers selected research papers presented at the Fifth International Conference on Communication and Intelligent Systems (ICCIS 2023), organized by Malaviya National Institute of Technology Jaipur, India, during December 16–17, 2023. This book presents a collection of state-of-the-art research work involving cutting-edge technologies for communication and intelligent systems. Over the past few years, advances in artificial intelligence and machine learning have sparked new research efforts around the globe, which explore novel ways of developing intelligent systems and smart communication technologies. The book presents single- and multi-disciplinary research on these themes to make the latest results available in a single, readily accessible source. The work is presented in three volumes.

Cuprins

Multilingual Speech Recognition: An In-depth Review of Applications, Challenges, and Future Directions.- Performance Evaluation of Job Shop Scheduling Problem using Proposed Hybrid of Black Hole and Firefly Algorithms.- Machine Learning and Healthcare: A Comprehensive Study.- Evolutionary Algorithms for Fibers Upgrade Sequence Problem on MB-EONs.- Exploring the Potential of Deep Learning Algorithms in Medical Image Processing: A Comprehensive Analysis.-  Comparative Analysis of Image Enhancement Techniques: A Study on Combined and Individual Approaches.- Smishing: A SMS Phishing Detection Using Various Machine Learning Algorithms.- Convolution Neural Network (CNN) based Live Pig Weight estimation in Controlled Imaging Platform.- A Novel Image Encryption Technique based on DNA Theory and Chaotic Maps.- An Empirical Study on Comparison of Machine Learning Algorithms for Eye-State Classification using EEG data.- Decoding the UK's Stance on AI: A Deep Dive into Sentiment and Topics in Regulations.- Latest Trends on Satellite Image Segmentation.- Landmark detection using Convolutional Neural Network: A Review.- An Efficient Illumination Invariant Tiger Detection Framework for Wildlife Surveillance.- An Innovative Frequency.- Limited Interval Gramians-Based Model Order Reduction Method using Singular Value Decomposition.

Notă biografică

Dr. Harish Sharma is Associate professor at Rajasthan Technical University, Kota, in Department of Computer Science & Engineering. He has worked at Vardhaman Mahaveer Open University Kota and Government Engineering College Jhalawar. He received his B.Tech. and M.Tech. degrees in Computer Engg. from Govt. Engineering College, Kota, and Rajasthan Technical University, Kota, in 2003 and 2009, respectively. He obtained his Ph.D. from ABV-Indian Institute of Information Technology and Management, Gwalior, India. He is Secretary and one of the founder members of Soft Computing Research Society of India. He is Lifetime Member of Cryptology Research Society of India, ISI, Kolkata. He is Associate Editor of “International Journal of Swarm Intelligence (IJSI)” published by Inderscience. He has also edited special issues of the many reputed journals like “Memetic Computing”, “Journal of Experimental and Theoretical Artificial Intelligence”, “Evolutionary Intelligence”, etc. His primary area of interest is nature-inspired optimization techniques. He has contributed to more than 105 papers published in various international journals and conferences.

Dr. Vivek Shrivastava has approx. 20 years of diversified experience of scholarship of teaching and learning, accreditation, research, industrial, and academic leadership in India, China, and USA. Presently he is holding the position of Dean Research & Consultancy at National Institute of Technology Delhi. Prior to his academic assignments he has worked as System Reliability Engineer at SanDisk Semiconductors Shanghai China and USA. Dr. Shrivastava has significant industrial experience of collaborating with industry and Government organizations at SanDisk Semiconductors. He has made significant contribution to the design development of memory products. He has contributed to the development and delivery of Five-Year Integrated B.Tech.-M.Tech. Program (Electrical Engineering) and master’s program (Power Systems) at Gautam Buddha University Greater Noida. He has extensive experience in academic administration in various capacities of Dean (Research & Consultancy), Dean (Student Welfare), Faculty In-charge (Training & Placement), Faculty In-charge (Library), Nodal Officer (Academics, TEQIP-III), Nodal Officer RUSA, Experts in various committees in AICTE, UGC, etc.

Dr. Ashish Kumar Tripathi (Senior Member, IEEE) received his M.Tech. and Ph.D. degrees in computer science and engineering from the Department of Computer Science and Engineering, Delhi Technological University, Delhi, India, in 2013 and 2019, respectively. He is currently working as Assistant Professor at the Department of Computer Science & Engineering, Malviya National Institute of Technology (MNIT), Jaipur, India. His research interests include big data analytics, social media analytics, soft computing, image analysis, and natural language processing. Dr. Tripathi has published several papers in international journals and conferences including IEEE transactions. He is Active Reviewer for several journals of repute.

Dr. Lipo Wang received the bachelor’s degree from National University of Defense Technology (China) and Ph.D. from Louisiana State University (USA). He is presently on the faculty of the School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore. His research interest is artificial intelligence with applications to image/video processing, biomedical engineering, and data mining. He has 330+ publications, a US patent in neural networks, and a patent in systems. He has co-authored 2 monographs and (co-)edited 15 books. He has 8,000+ Google Scholar citations, with H-index 43. He was Keynote Speaker for 36 international conferences. He is/was Associate Editor/Editorial Board Member of 30 international journals, including 4 IEEE Transactions, and Guest Editor for 10 journal special issues. He wasMember of the Board of Governors of the International Neural Network Society, IEEE Computational Intelligence Society (CIS), and the IEEE Biometrics Council. He served as CIS Vice President for Technical Activities and Chair of Emergent Technologies Technical Committee, as well as Chair of Education Committee of the IEEE Engineering in Medicine and Biology Society (EMBS). He was President of the Asia-Pacific Neural Network Assembly (APNNA) and received the APNNA Excellent Service Award. He was Founding Chair of both the EMBS Singapore Chapter and CIS Singapore Chapter. He serves/served as Chair/Committee Members of over 200 international conferences.

Caracteristici

Presents research works in the field of communication and intelligent systems Includes original works presented at ICCIS 2023 held in Jaipur, India Provides state of the art to research scholars and postgraduates from various domains of engineering and related fields