Proceedings of International Conference on Fourth Industrial Revolution and Beyond 2021 / edited by Sazzad Hossain, Md. Shahadat Hossain, M. Shamim Kaiser, Satya Prasad Majumder, Kanad Ray.

Format:

Book

Contributor:

Hossain, Sazzad, editor.

Series:

Lecture Notes in Networks and Systems, 2367-3389 ; 437

Language:

English

Subjects (All):

Computational intelligence.

Artificial intelligence.

Telecommunication.

Automatic control.

Robotics.

Automation.

Internet of things.

Computational Intelligence.

Artificial Intelligence.

Communications Engineering, Networks.

Control, Robotics, Automation.

Internet of Things.

Local Subjects:

Computational Intelligence.

Artificial Intelligence.

Communications Engineering, Networks.

Control, Robotics, Automation.

Internet of Things.

Physical Description:

1 online resource (756 pages)

Edition:

1st ed. 2022.

Place of Publication:

Singapore : Springer Nature Singapore : Imprint: Springer, 2022.

Summary:

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.

Contents:

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.

Notes:

Includes bibliographical references and index.

Other Format:

Print version: Hossain, Sazzad Proceedings of International Conference on Fourth Industrial Revolution and Beyond 2021

ISBN:

981-19-2445-7