Green Computational Intelligence

Preface xix

Part I: AI and IoT for Sustainable Technologies and Smart Systems 1

1 Artificial Intelligence and IoT for Smart Farming: Environmental Sustainability 3
Kshatrapal Singh, Yogesh Kumar Sharma, Vijay Shukla, Dhiraj Gupta and Arun Kumar Rai

2 Importance of Sustainability in Technology 19
Sarika Kumari, Nitish Pathak and Neelam Sharma

3 Energy-Efficient Spectrum Allocation Strategy for Cognitive Radio Network with Compressive Sensing and Relevance Vector Machine 37
Manish Sharma and Somya Dubey

4 Exploring Predictive Models for Software Maintenance: Current Approaches and Emerging Trends 59
Yogita Khatri and Urvashi Rahul Saxena

5 Green Computing Strategies: Enhancing Energy Efficiency in Computing Systems 85
Deepika Bhatia, Oshi Sharma and Swyam Sharma

6 The Resurgence of Predictive Models of ESG Technology Strives for a Sustainable Paradigm 107
Sonali Srivastava, Manisha Singh and Anubha Vashisht

7 Eco-Intelligence: The Pivotal Role of Artificial Intelligence (AI) and Machine Learning (ML) in Shaping Sustainable Practices Across Industries 125
R. Venkatesh, Nitish Pathak, P.G. Akila and Neelam Sharma

8 Enhancing the Operational Efficiency of FPOs by Using Predictive Model Building in Machine Learning Through Feature Selection Method 159
P. Sreelakshmi, Santosh Basavaraj and Helen Josephine V. L.

9 Business Intelligence through Forecasting and Trend Analysis on Global Renewable Energy Consumption 189
A. Kannammal, E. Chandra Blessie, Dinesh Kumar T. and Vignesh N.

10 Generative AI Framework for Asian Healthcare Organizations 207
M. Suchitra, Binoy Varghese Cheriyan, Afsar Shaik and Maneesha Panguluru

11 Harnessing AI and Machine Learning for a Sustainable Environment 233
Pranati Rakshit, Priyanshu Pal and Sabyasachi Pramanik

12 Internet of Things (IoT) for Sustainable Resource Management 263
Manjushree Nayak, Bharata Roshan Sahu, Sumesha Das and Satyam Singh

Part II: Green AI, Computational Intelligence, and Smart Applications 291

13 Driving Business Success through Green Innovation and Sustainable Practices 293
Nitin N. Sakhare, Rushikesh S. Tanksale, Rupali A. Mahajan, Manoj Jagdale and Disha S. Wankhede

14 Applications of Green Computational Intelligence 313
Deepika Bhatia, Moksh Adlakha and Tanisha Sharma

15 MA-Dense-Res-CapsNet: Multiple Attention Dense Residual Capsule Network for Classification of Lung Carcinoma 337
S. Poonkodi and M. Kanchana

16 Refined U-Net++ Architecture: Deep Learning for the Segmentation and Classification of Tomato Plant Diseases Utilizing Aquila Optimization 369
Jayanthi V. and Kanchana M.

17 ANN Modeling for the Smart Design of Monopile Foundation in the Offshore Wind Turbine Structures 387
R. Mohana and S.M. Leela Bharathi

18 Green Artificial Intelligence: Eco-Friendly Technology for Futures and Intelligent Cities 405
Nitesh Kumar, Sudha Bharti, Nitish Pathak and Neelam Sharma

19 Machine Learning for Energy Optimization in Computing Systems 425
Monika Bansal, Nishi Jain, Nitish Pathak and Neelam Sharma

20 The Synergy Between Green Computational Intelligence and Cybersecurity 459
Aparna Agarwal and Khoula Al Harthy

Bibliography 499
Index 503