AI and ML Solutions Driving Modern Farming and Urban Innovation

Subhendu Kumar Pani, Suneeta Satpathy, Sachi Nandan Mohanty

• Publisher: Bentham Science Publishers
• Year: 2025
• Topic: Computer Science
• eBook ISBN:
  9798898812102
• Subtopic: Computer Graphics
• Index: Computer Science

Advancing Intelligence: Exploring Smart Systems and Future Innovations with Machine Learning is a comprehensive volume collection examining how Artificial Intelligence (AI) and Machine Learning (ML) are reshaping industries, societies, and technologies worldwide. Written by global experts, the series combines theoretical foundations with practical applications, showcasing how intelligent systems address pressing challenges across healthcare, agriculture, urban development, business intelligence, and cybersecurity. Volume 2: Transformative Healthcare Solutions Powered by AI & ML investigates intelligent tools for precision medicine, medical informatics, wearable devices, and patient-centric care, demonstrating how AI enhances diagnosis and treatment outcomes. Volume 3: AI and ML Solutions Driving Modern Farming and Urban Innovation explores sustainable farming, smart agriculture, environmental monitoring, and intelligent city infrastructures for improved quality of life. Volume 4: AI-Driven Competitive Intelligence and Next-Generation Security focuses on financial analytics, business intelligence, cybersecurity, and digital forensics, emphasizing strategies for resilience in a data-driven era. Key Features Integrates AI and ML into healthcare, agriculture, urban, and business systems. Applies intelligent tools to improve diagnosis, sustainability, efficiency, and security. Analyzes case studies and global perspectives for real-world relevance. Explores future-ready innovations shaping intelligent, resilient ecosystems. Addresses both societal opportunities and technical challenges of AI adoption.

Table of contents

• Welcome
• Table of Contents
• Title
• BENTHAM SCIENCE PUBLISHERS LTD.
• FOREWORD
• PREFACE
• List of Contributors
• Section 1 Modern Farming with Advanced Intelligence
• A Review on Paddy Plant Disease Detection Using Various Machine Learning and Deep Learning Algorithms
• Review on an Intelligent System for Quality Evaluation of Dry Fruits Using Hyperspectral Imaging
• Deep Learning Fusion: Potato Leaf Disease Classification through Generative Diffusion Model
• Fuzzification for Precision Farming with Minimal Human Intervention
• Enhancing Feedforward Neural Network Optimizer Variants to Strengthen Aquaponics Fish Growth Predictions
• Predicting Carbon Dioxide Emissions from Green Waste Composting and Identifying Key Factors Using Machine Learning Algorithms
• Can Ethiopian Cooperative Coffee Farmers Predict Financial Management Decisions Through Human Capital and AI Mediation?
• Section 2 Intelligent AI & ML Solutions
• Smart Cities: Urban Planning and Infrastructure Management
• Next-Generation Urban Mobility Management: A Framework for Intelligent Traffic Control
• Predicting Customer Churn in the Telecom Industry with Machine Learning Techniques for Improved Retention Strategies
• A Water Quality Prediction and Assessment Model using Machine Learning Classifiers
• Synapsys – A Tool for Effective Video Summarization
• HDFS: The Backbone of Big Data - A Review of High Availability, Scalability, and Performance Using Quorum Journal Manager and Dynamic Federated Metadata Management
• Optimized Gold Price Prediction Using Particle Swarm Optimization-Enhanced LSTM Networks