Green Computational Intelligence

Nitish Pathak, PhD is an associate professor in the Department of Computer Science and Engineering, the Bhagwan Parshuram Institute of Technology, Guru Gobind Singh Indraprastha University, New Delhi, India with over 19 years of teaching experience. He has authored and edited over ten books and published over 125 articles in international journals, conferences, patents, and book chapters. His research interests include intelligent computing techniques, empirical software engineering, trusted operating systems, cloud computing, the IoT, and artificial intelligence. Neelam Sharma, PhD is a senior assistant professor in the Maharaja Agrasen Institute of Technology, Guru Gobind Singh Indraprastha University, New Delhi, India with over 19 years of teaching experience. She has published over 95 papers in international journals, conferences, patents, and book chapters. Her research focuses on wireless sensor networks, wireless body area networks, mobile communications, AI, IoT, information security, and computer graphics. Moolchand Sharma, PhD is an assistant professor in the Department of Computer Science and Engineering at the Maharaja Agrasen Institute of Technology, Guru Gobind Singh Indraprastha University, New Delhi, India. He has published four books and several book chapters, as well as numerous scientific research publications in reputed international journals and conferences. His research areas include artificial intelligence, nature-inspired computing, security in cloud computing, machine learning, and search engine optimization. Dac-Nhuong Le, PhD is an associate professor of Computer Science and Dean of the Faculty of Information Technology at Haiphong University, Vietnam with over 20 years of teaching experience. He has authored and edited over 35 books and numerous articles in international journals and conferences. His areas of research include soft computing, network communication, security and vulnerability, network performance analysis and simulation, cloud computing, IoT, and image processing for biomedicine.

• Preface xixPart I: AI and IoT for Sustainable Technologies and Smart Systems 11 Artificial Intelligence and IoT for Smart Farming: Environmental Sustainability 3Kshatrapal Singh, Yogesh Kumar Sharma, Vijay Shukla, Dhiraj Gupta and Arun Kumar Rai2 Importance of Sustainability in Technology 19Sarika Kumari, Nitish Pathak and Neelam Sharma3 Energy-Efficient Spectrum Allocation Strategy for Cognitive Radio Network with Compressive Sensing and Relevance Vector Machine 37Manish Sharma and Somya Dubey4 Exploring Predictive Models for Software Maintenance: Current Approaches and Emerging Trends 59Yogita Khatri and Urvashi Rahul Saxena5 Green Computing Strategies: Enhancing Energy Efficiency in Computing Systems 85Deepika Bhatia, Oshi Sharma and Swyam Sharma6 The Resurgence of Predictive Models of ESG Technology Strives for a Sustainable Paradigm 107Sonali Srivastava, Manisha Singh and Anubha Vashisht7 Eco-Intelligence: The Pivotal Role of Artificial Intelligence (AI) and Machine Learning (ML) in Shaping Sustainable Practices Across Industries 125R. Venkatesh, Nitish Pathak, P.G. Akila and Neelam Sharma8 Enhancing the Operational Efficiency of FPOs by Using Predictive Model Building in Machine Learning Through Feature Selection Method 159P. Sreelakshmi, Santosh Basavaraj and Helen Josephine V. L.9 Business Intelligence through Forecasting and Trend Analysis on Global Renewable Energy Consumption 189A. Kannammal, E. Chandra Blessie, Dinesh Kumar T. and Vignesh N.10 Generative AI Framework for Asian Healthcare Organizations 207M. Suchitra, Binoy Varghese Cheriyan, Afsar Shaik and Maneesha Panguluru11 Harnessing AI and Machine Learning for a Sustainable Environment 233Pranati Rakshit, Priyanshu Pal and Sabyasachi Pramanik12 Internet of Things (IoT) for Sustainable Resource Management 263Manjushree Nayak, Bharata Roshan Sahu, Sumesha Das and Satyam SinghPart II: Green AI, Computational Intelligence, and Smart Applications 29113 Driving Business Success through Green Innovation and Sustainable Practices 293Nitin N. Sakhare, Rushikesh S. Tanksale, Rupali A. Mahajan, Manoj Jagdale and Disha S. Wankhede14 Applications of Green Computational Intelligence 313Deepika Bhatia, Moksh Adlakha and Tanisha Sharma15 MA-Dense-Res-CapsNet: Multiple Attention Dense Residual Capsule Network for Classification of Lung Carcinoma 337S. Poonkodi and M. Kanchana16 Refined U-Net++ Architecture: Deep Learning for the Segmentation and Classification of Tomato Plant Diseases Utilizing Aquila Optimization 369Jayanthi V. and Kanchana M.17 ANN Modeling for the Smart Design of Monopile Foundation in the Offshore Wind Turbine Structures 387R. Mohana and S.M. Leela Bharathi18 Green Artificial Intelligence: Eco-Friendly Technology for Futures and Intelligent Cities 405Nitesh Kumar, Sudha Bharti, Nitish Pathak and Neelam Sharma19 Machine Learning for Energy Optimization in Computing Systems 425Monika Bansal, Nishi Jain, Nitish Pathak and Neelam Sharma20 The Synergy Between Green Computational Intelligence and Cybersecurity 459Aparna Agarwal and Khoula Al HarthyBibliography 499Index 503