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hossain sazzad (curatore); hossain md. shahadat (curatore); kaiser m. shamim (curatore); majumder satya prasad (curatore); ray kanad (curatore) - proceedings of international conference on fourth industrial revolution and beyond 2021

Proceedings of International Conference on Fourth Industrial Revolution and Beyond 2021

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Dettagli

Genere:Libro
Lingua: Inglese
Editore:

Springer

Pubblicazione: 10/2022
Edizione: 1st ed. 2022





Trama

This book includes papers in the research area of artificial intelligence, robotics and automation, IoT smart agriculture, data analysis and cloud computing, communication and technology, and signal and natural language processing. The book is a collection of research papers presented at the First International Conference on Fourth Industrial Revolution and Beyond (IC4IR 2021) organized by University Grants Commission of Bangladesh in association with IEEE Computer Society Bangladesh Chapter and Bangladesh Computer Society during December 10–11, 2021.





Sommario

Part 1: Artificial Intelligence for Detection and Prediction.- Chapter 1. ColorNet: A Deep Learning Based Approach to Colorize the Historical Documentaries of Bangladesh.- Chapter 2. A Methodology for Recommending In-Vehicle Coupons Incorporating Machine Learning Algorithms for Efficient Financial Schemes.- Chapter 3. A Deep Convolutional Neural Network-Based Approach to Classify and Detect Crack in Concrete Surface Using Xception.- Chapter 4. Machine Learning-based Physical Exercise Identification with Heuristic Optimized Features Prioritization.- Chapter 5. Modelling Lips-State Detection Using CNN for Non-Verbal Communications.- Chapter 6. Depression Level Prediction during Covid-19 Pandemic among the People of Bangladesh using Ensemble Technique: MIRF Stacking and MIRF Voting.- Chapter 7. HandFruitNet: A Deep Learning Based Model for Fruits Classification from Hand.- Chapter 8. Entrepreneurship education and entrepreneurial intention of business graduates: Does Artificial Intelligence matter?.- Chapter 9. COVID-19 Chest X-Ray Classification with Augmented GAN.- Part 2: Artifical Intelligence for Smart City Applications.- Chapter 10. Computer Vision-based Waste Detection and Classification for Garbage Management and Recycling.- Chapter 11. A System dynamics approach of decisive policy measures for sustainable municipal solid waste management in Khulna city of Bangladesh.- Chapter 12. Prediction of Soil Nutrients using Hyperspectral Satellite Imaging.- Chapter 13. A Machine Learning Approach to Season Prediction Based on Agricultural Input Orders.- Chapter 14. Assessment of Water Quality in Smart City Environment Leveraging ML-IoT.- Chapter 15. Smart IoT-Biofloc water management system using Decision regression tree. etc.





Autore

Dr. Md. Sazzad Hossain is a distinguished professor, a researcher, an academic teaching advisor with extensive experience in ICT sector, and a writer. Currently, he is working as a full-time member of University Grants Commission of Bangladesh. He is also a director of the Board of Directors of Bangladesh Communication Satellite Company Ltd (BCSCL). Dr. Sazzad is a masterly instructor in ICT field with enormous knowledge on subject matter. He joined as a professor as well as the head of the Department of Computer Science and Engineering at University of Liberal Arts Bangladesh in December 2009. He received his Ph.D. in Electrical and Computer Engineering from Portland State University, Oregon, USA, which is one of the top-ranking universities of the world. His doctoral dissertation in quantum computing takes background and ideas from several fields of physics, mathematics, computer science, computer engineering, and biology. He completed his Master’s in Electrical and Computer Engineering from the same university in the USA. He received his Bachelor of Science in Electrical System Network Engineering from Moscow Technical University (popularly known as Moscow Power Institute), Moscow, Russia. He also lent his teaching and research experiences in many universities and institutes as a visiting faculty/researcher/guest speaker. He has twenty-six (26) years of experience in information technology. He has served as a consultant to several nationally and internationally renowned ICT companies, government agencies, and organizations. His research interest includes quantum computing, quantum algorithms, quantum entanglement, de-coherence, natural computing, fault-tolerant computing, theoretical computer science, nanotechnology, low-power VLSI design, reversible logic, software engineering, Internet of things (IoT), artificial intelligence, robotics, and human–robot interaction. He has authored more than 50 research articles in peer-reviewed international journals and conference proceedings.

 

Professor Dr. Mohammad Shahadat Hossain is serving as the professor of Computer Science and Engineering at the University of Chittagong, Bangladesh. He did both his M.Phil. and Ph.D. in Computation from the University of Manchester Institute of Science and Technology, UK. He is the awardee of a number of fellowships including Commonwealth, Tyndall, and Erasmus Mundus. He is also the holder of Erasmus Mundus Scholar Visiting Professor in Europe. He successfully completed a number of research projects. Recently, he was awarded a prestigious Swedish Research Council grant for the project entitled “A Belief Rule Based DSS to Assess Flood Risks using Wireless Sensor Networks”. His interest of research is in the areas of artificial intelligence, expert systems, pervasive computing, health informatics, deep learning, Internet of things (IoT), big data, e-government, hyper-optimization, and philosophy of computing. He has published 170+ scholarly articles in the reputed international journals and conferences. Many of his papers obtained the best paper award. Professor Hossain is usually invited to deliver talks in various countries of the world. He is the author of a number of books. He is the senior member of IEEE, USA, and the member of British Computer Society.

 

Dr. M  Shamim Kaiser is currently working as a professor at the Institute of Information Technology of Jahangirnagar University, Savar, Dhaka-1342, Bangladesh. He received his Bachelor's and Master's degrees in Applied Physics Electronics and Communication Engineering from the University of Dhaka, Bangladesh, in 2002 and 2004 respectively, and the Ph.D. degree in Telecommunication Engineering from the Asian Institute of Technology (AIT), Pathum Thani, Thailand, in 2010. He worked as a postdoc fellow in the Big Data and Cyber Security Lab of Anglia Ruskin University, UK, from 2017–2018. He also worked as a special research student at the Wireless Signal Processing and Networking Lab (Adachi Lab) of Tohoku University, Japan, in 2008.  His current research interests include data analytics, machine learning, wireless network & signal processing, cognitive radio networks, big IoT data, health care, neuroinformatics, and cyber security. He has authored more than 170 papers in different peer-reviewed journals and conferences. He is an academic editor of Plos One Journal, an associate editor of the IEEE Access and Cognitive Computation Journal,and the guest editor of Brain Informatics Journal, IJACI (IGI Global), Electronics MDPI, Frontiers in Neuroinformatics, and Cognitive Computation Journal. Dr. Kaiser is a life member of Bangladesh Electronic Society, Bangladesh Physical Society, and NOAMI. He is also a senior member of IEEE, USA, and IEICE, Japan, and an active volunteer of the IEEE Bangladesh Section. He is the founding chapter chair of the IEEE Bangladesh Section Computer Society Chapter.

 

Dr. Satya










Altre Informazioni

ISBN:

9789811924446

Condizione: Nuovo
Collana: Lecture Notes in Networks and Systems
Dimensioni: 235 x 155 mm Ø 1393 gr
Formato: Brossura
Illustration Notes:XXXVIII, 751 p. 356 illus., 286 illus. in color.
Pagine Arabe: 751
Pagine Romane: xxxviii


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