ICT Systems and Sustainability

Proceedings of ICT4SD 2024, Volume 2
2024
ISBN: 978-981-97-8590-2
Verlag: Springer

Buch, Englisch, Band 1160, 500 Seiten, Format (B × H): 155 mm x 235 mm

Reihe: Lecture Notes in Networks and Systems

This book proposes new technologies and discusses future solutions for ICT design infrastructures, as reflected in high-quality papers presented at the 8th International Conference on ICT for Sustainable Development (ICT4SD 2024), held in Goa, India, on 8–9 August 2024. The book covers the topics such as big data and data mining, data fusion, IoT programming toolkits and frameworks, green communication systems and network, use of ICT in smart cities, sensor networks and embedded system, network and information security, wireless and optical networks, security, trust, and privacy, routing and control protocols, cognitive radio and networks, and natural language processing. Bringing together experts from different countries, the book explores a range of central issues from an international perspective.

Autoren/Hrsg.

Tuba, Milan

Akashe, Shyam

Joshi, Amit

Fachgebiete

• Interdisziplinäres Wissenschaften Wissenschaften: Forschung und Information Kybernetik, Systemtheorie, Komplexe Systeme
• Mathematik | Informatik EDV | Informatik Technische Informatik
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz
• Technische Wissenschaften Elektronik | Nachrichtentechnik Elektronik
• Mathematik | Informatik EDV | Informatik Computerkommunikation & -vernetzung

Inhaltsverzeichnis

Traffic Congestion Management.- Blockchain-based Authentication, Authorization and Accounting Mechanisms used for Data Security.- Tabular Deep Learning based light-weight Intrusion detection System for VANET system.- A Systematic approach to detect Melanoma in skin lesions using CNN.- Two Level Encryption and Decryption using Caeser Cipher and Morse Code with Word Censoring for a Chat Application.- Analysing Curriculum Perceptions in Teacher Education Programs across Maharashtra, India: An Innovative Ap-proach with Machine Learning Tools and NLP.- Auto-Insight: An Automobile Strategic Analyser for Customer Insights and Market Positioning.- Generative Image Mapping: Harnessing GANs for Intelligent Image Retrieval and Synthesis.- SIRS: Stone Inscription Recognition System.- Enhancing Healthcare Ecosystem: Cloud-Based Blood Bank System for Efficient Communication and Collaboration between Blood Banks and Donors.- The Design and Implementation of Cloud Based Paediatrician Healthcare Management System w.r.t. Needs and Challenges of Children Age from 5 to 15 Years.- Enhancing Data Privacy and Data Security in Fog Computing.- Attribute-Driven Overlapping Community Detection in Complex Networks.- Investigating Awareness Levels of E-commerce Recommendation Systems and Their Influence on Purchase Behaviour/Buying Decisions: with Reference to Udaipur City.- Performance Analysis of Classification Algorithms Based on Different Configuration Settings Used for Software Defect Prediction.- Unmanned Aerial Vehicles (UAVs) for High-Altitude Human Detection: A Review and Prospects.- A Comparative Analysis of Symmetric and Asymmetric Cryptographic Algorithms: Performance, Security, and Versatility.- Assessing the effective utilization of LMS in Higher Education.- Abnormal Event Detection in Surveillance Videos using an Enhanced Fusion Method.- Driving Sustainability: The Impact of Green Supply Chain Management Practices on the Indian Automotive Industry.- Design and Implementation of a Framework for Detection and Prevention of Drowsiness and Yawning during Driving.- Real-Time Tow Truck Detection: Filling the E-Challan Knowledge Gap using YOLOv8 & YOLOv9.- Performance Evaluation and Comparison of LANMAR and LAR1 Routing Protocols using QualNet.- Advanced Deep Learning Solutions for Enhancing Pearl Millet Crop Health and Productivity.- The Identification of Cloud Data Security, Confidentiality Protocols and Level of Compliance with Privacy Regulations in Handling Paediatric Healthcare Records.- Prototype Development And Testing Of An Adaptive Real Time Operating System Based Density Oriented Traffic Signal Control.- Caption Generation Using Dynamic Hand Gesture Recognition of Sign Language.- Tool For Ground Personnel Monitoring.- Deep Learning based Sign Language Detection and Prediction for Enhanced Communication.- Electron Energy Prediction in High Granularity Calorimeter of the CMS detector Using Graph Neural Network.- E-Parking Assistant.- Traffic Object Detection Using YOLO-V8.

Über Autor(innen)

Milan Tuba was born in Lucani in 1952. Completed primary and secondary education in Osijek. He received BS in Mathematics, MS in Mathematics, MS in Computer Science, MPh in Computer Science, PhD in Computer Science from University of Belgrade and New York University. From 1983 to 1994 he was in the USA first as a graduate student as well as teaching and research assistant at Vanderbilt University in Nashville and Courant Institute of Mathematical Sciences, New York University and later as assistant professor of Electrical Engineering at Cooper Union Graduate School of Engineering, New York. During that time, he was the founder and director of Microprocessor Lab and VLSI Lab, leader of scientific projects and supervisor of many theses. Since returning from the USA in 1994, he has been a participant in the scientific projects of the Ministry of Science of the Republic of Serbia, currently on the project Project III-44006. He taught more than 20 graduate and undergraduate courses, from VLSI Design and Computer Architecture to Computer Networks, Operating Systems, Image Processing, Calculus and Queuing Theory. His research interests include mathematical, queuing theory and heuristic optimizations applied to computer networks, image processing and combinatorial problems. Currently, mentor in a group of five students working in the field of heuristic optimization methods based on the intelligence of swarms. He is the author of more than 150 scientific papers and a monograph. Mr Tuba held ten plenary lectures at conferences at Harvard, Cambridge, Moscow, Paris and Istanbul. He is also a coeditor, a member of the editorial board, scientific committee member or a reviewer for several international journals and conferences. Member of international and scientific organizations: ACM, IEEE, AMS, SIAM and FNA. Currently he is the Vice Rector for Singidunum University, Serbia.

Shyam Akashe is Professor at ITM University, Gwalior, Madhya Pradesh, India. He completed his Ph.D. at Thapar University, Punjab, an