Sustainable Developments in Computer Engineering, Green Technology and Smart Systems

Volume 1

Bhabani Prasanna Pattanaik, Dhirendra Kumar Shukla, Sambit Satpathy, Kamalakanta Muduli

• Publisher: CRC Press
• Year: 2026
• Print ISBN:
  9781041247210
• Edition: 1
• eBook ISBN:
  9781040863725
• Topic: Computer Science
• Subtopic: Computer Engineering
• Index: Computer Science

The International Conference on Sustainable Developments in Computer Engineering, Green Technology and Smart Systems (ICSDS 2025) brings together groundbreaking contemporary insights and intelligent technological solutions in the fields of computer engineering, green computing, smart systems, artificial intelligence, Internet of Things, data science and cybersecurity.

The chapters in this volume provide an integrated analysis of energy-efficient, environmentally sustainable and technologically resilient building systems. Combining foundational principles with applied methodologies, the book addresses contemporary challenges in intelligent automation, sustainable communication networks, secure digital infrastructures and smart industrial applications.

By integrating interdisciplinary research with real-world applications, this publication serves as a valuable resource for researchers, practitioners and policymakers committed to shaping sustainable technological ecosystems for the future.

Table of contents

• Cover
• Half Title
• Series Page
• Title Page
• Copyright Page
• Contents
• Preface
• Acknowledgements
• About the Editors
• Scientific Committee
• National Advisory Committee
• Organizing Committee
• 1 Multi-Level Chaotic DNA Encryption with Big Data Analytics for Next-Generation Cyber Security
• 11Comparative Evaluation of Transformer and CNN–RNN Hybrid Architectures for Emotion Recognition Using EEG and Multimodal Physiological Signals
• 20DC Performance Analysis of Spacer Engineered Nanosheet-FET for Low-Power and High-Speed Applications
• Dynamic Performance Comparison of Valley and Peak-Current Mode Modulated Synchronous Buck Converters
• Federated Reinforcement Learning Framework for Self-Healing Intent-Based SDN in Smart IoT Networks
• AI-Based Smart Civic Issue Detection and Complaint System
• IoT-Fog Scheduling for Real-Time Healthcare Systems Privacy-Preserving
• An Enhanced Approach and Sustainability: Rock Hyrax-Based Live VM Migration Framework
• Intelligent Energy-Aware Live VM Migration in Cloud Computing Using Machine Learning Techniques
• Intelligent Load Balancing Using Machine Learning for Wikipedia Web Traffic in Kubernetes
• Tuberculosis Diseases Detection in X-Ray Images Using Object Detection Model YOLOv12
• NLP Based AI-Driven Career Guidance System Using TF-IDF and Hybrid Machine Learning Techniques
• A Digital Marketplace for Craftspeople to Repair and Restore the Broken Products Using Chatbot
• Smart Memory Assistants for Alzheimer's Patients: A Review of Offline Approaches
• Algorithmic Time and Task Management Using Google Calendar API
• Fog-Enabled AI Silos for Robotics Healthcare over 6G Networks: Architectures, Security, and Future Frontiers
• Speech Emotion Recognition Enhancement Through wav2vec 2.0: A Comparative Study with Conventional Techniques on TESS
• Market Place: FOR Startup Ecosystem with AI Implementation
• Harmonics in Thyristor Controlled Reactors: A Short Survey
• WELoRaD: A Novel Hybrid Ensemble Model for Early Lung Cancer Prediction
• Intersectional Determinants of Cardiovascular Health
• Hypergraph-Based Anomaly Detection in Industrial Control Systems Using Hyper-GCN
• AI in Breast Cancer Detection and Diagnosis: Challenges and Future Directions
• Generative AI-Driven Framework for Adversarial Attack Detection and Robust Model Training
• A Robust Algorithm for Secure Communication Messengers
• IntervU: An AI-Powered Mock Interview Platform with Resume Recommendation
• Mental Health Monitoring Through Social Media with AI
• Multimodal Misinformation Detection: A Comprehensive Systematic Review of Methods and Challenges
• Real-Time Detection and Classification of Crop Diseases Using YOLO
• A Smart Ambulance Routing System with Real-Time Hospital Availability and Traffic Control with IOT-Enabled System
• Multi-Factor Authentication Scheme for Secured Online Transaction in a Cloud Environment
• Analysis of a Zoom-OFDM-Based FSO Communication System
• Interactive Algorithm Visualization
• Data-Driven Insights and Predictive Modelling of Crimes Against Women in India
• Planning Using Reinforcement Learning and Patient Digital Twins in Oncology
• Design and Simulation of a Dielectric Resonator Antenna with Applications in AI-Empowered Sustainable Energy Systems
• AlumniConnect: Alumni as Allies and Mentors An AI-Driven Alumni Engagement and Mentorship Platform
• Energy-Driven Adaptive Routing Protocol (EDARP): A Lightweight Routing Approach for Sustainable IoT Networks
• Predicting YouTube Advertisement Views Through Machine Learning
• Vision-Enabled Smart Energy Management for Humans and Animals in Indoor Environments
• An Emergency SOS Framework Using AI Techniques for Modern Policing
• An Enhanced ConvNeXt-V2 and Mamba Hybrid Model for Detecting Reckless Driving Behaviour on Grayscale Driving Dataset
• Robust Human Activity Recognition Through Hybrid Deep Feature Learning Using SURF-CNN Model
• A Cutting-Edge Analysis of Various Machine Learning Algorithms for Fake Reviews Detection
• Smart Skin Cancer Detection
• A Hybrid Machine Learning Framework Integrating Feature Selection and Ensemble Techniques for Accurate Diabetes Prediction Systems
• TRINETRA-Tribal Rights Intelligence Network for Empowerment Through Technology, Research and Analysis
• Machine Learning-Based Network Intrusion Detection Systems
• Brain Tumor Diagnosis from MRI: A Deep Learning Ensemble Approach
• A Hybrid Feature DBN and CNN Stacking Framework for Breast Cancer Histopathology
• Secure Computational Pipeline for Skin Disorder Detection Using Intelligent Segmentation Methods
• Deep Learning Approaches for Offline Handwritten Signature Verification: Accuracy, Robustness, and Efficiency Assessment
• Hyperparameter-Tuned Ensemble Model for Cardiovascular Disease Detection Using Optuna and GridSearchCV
• Accelerating Cancer Drug Synergy Prediction Using Machine Learning
• SocialTrade: A Smart P2P Marketplace with AI Integration
• Detecting Machine-Generated Tweets Using FastText-Based CNN and XGBoost Models
• Fake Product Identification System Using Blockchain
• AI-Driven Phishing Detection Using Natural Language Processing (NLP) and Advanced URL Analysis
• SkinQINN: A Quantum-Inspired Hybrid Neural Network for Robust Skin Cancer Diagnosis
• KAVALYA: Knowledge-Aware Verification and Adaptive Learning for Validated Content Generation
• AMLID: An Adaptive Multi-Layered Deep Learning Framework for Intelligent Intrusion Detection
• Precision Viscosity Measurement System for Industrial Applications
• A Novel Hybrid Framework Approach for Topic Based Sentiment Analysis on Tweets of Indian Railways
• Enhancing FANET QoS Through Adaptive Route Timeout Optimization: A Multi-Metric Investigation
• Hygieia: A Hybrid AI Framework for Dermatological Classification and Diabetes Risk Stratification
• FashioLens: Real-Time Virtual Outfit Visualization
• A Novel and Innovative, Deep Learning and Non-Subsampled Shearlet Transform-Based, Hybrid Noise Reduction Technique for Coloured Images
• Smart Traffic Solutions: Integrating IoT, Computer Vision, and Machine Learning for Urban Transport
• Saarthi: AI-Driven Unified Framework for Intelligent Job Matching and Personalized Career Path Optimization
• Predicting File Types from User Behavior: An Ensemble Learning Approach with Advanced Feature Engineering
• Determining Penetration in Activated Gas Shielded Metal ARC Welding Using Artificial Neural Networks
• Assessment of Mental Health on Anxiety, Depression and Stress Using Machine Learning Models
• A Robust Technique for Breaking CAPTCHAs Through an Intelligent Application of Neural Network Aided by AI-Based Supervised Learning
• An Interactive Robot Mascot and Virtual Avatar Using AI/ML Technology for Enriching River-Centric Community Engagement in Namami Gange
• Deep Learning-Driven Prediction Model for Antiviral–HPV Protein Interactions Using Amino Acid Sequence Frequency Encoding
• UrbanInfraAI: A Policy-Grounded Geospatial RAG Framework for Scalable AI-Assisted Urban Planning
• Hybridized Artificial Intelligence Modelling for Runoff Estimation
• An Automated Method for Detecting Islanding in Distributed Generation Systems with a Small Non-Detection Zone
• Intelligent and Bio-Inspired Systems for Early Cervical Cancer Detection
• Medi-Track: AI-Assisted Inventory Management for Medical Stores
• Coral Quest: A Sensory-Friendly Digital Application for Emotional Regulation in Children with ASD and ADHD
• A Comparative Analysis on NOx Reduction by EGR and SCR Using Ferromanganese Nodule and Urea Injection in a Single-Cylinder Diesel Engine
• Blockchain Based Security System for Digital Health Records
• Real-Time NPK and Environmental Monitoring Using IoT Sensors for ML-Based Soil Clustering
• Apnaa Saathi: A Local-Service Booking Application
• An Explainable Deep Learning Framework for Classifying Network Attacks in Cybersecurity
• Stroke Risk Prediction Using Machine Learning
• Comparative Analysis of Historical Inscription Using OCR Methods
• Revolutionising Farming with AI-Enhanced Image Processing: 6G Communication for Real-Time Crop Health Monitoring
• Unpaired Medical Image Translation and Detection: Using CycleGAN to Make Medical Images and Find Brain Tumours
• AI-Powered Pneumonia and Cancer Detection with Visual Explanations
• Single Step Ahead Assessment of Solar Irradiation Forecasting Using Neural Network Framework with Various Combination of Meteorological Parameters with Preprocessing Techniques
• Predicting Alzheimer's Disease Occurrence: A Multivariate Logistic Regression Approach Using OASIS Brain Data
• Comparative Study for Security of Cloud Computing Using Machine Learning Techniques
• Performance Analysis of Nutrient Recovery and NDVI-Based Plant Stress Detection in AI-Enhanced Hydroponic Systems
• Optimizing Ophthalmic Diagnosis: Lightweight Deep Learning for Retinal Health
• Brain Tumor Segmentation with Improved and Enhanced Hierarchical Graph Neural Networks Supervoxel Generation
• Large-Scale Information Analytics Using Data Mining and Classification Methods Associated with Healthcare
• Backbone Attention-Enhanced Inceptionnet for Segmentation-Driven Classification of Plant Leaf Diseases
• Privacy-Preserving Using Federated Learning and Echo Networks in 6G Edge Intelligent Network
• Computational Intelligence-Driven Federated Learning Framework Using D2D-Enabled Swarm Collaboration in Large-Scale IoT Networks
• VIP Development for AXI4 Protocol Using Universal Verification of Methodology (UVM)
• Smart City Data Management Through Regional Computing
• SecurIP: Smart Contract-Driven IP Registration and Licensing on Blockchain
• An Enhanced Lightweight Convolutional Neural Network for Recognizing Facial Emotions
• A Sliding Window-Based Machine Learning Framework for Early Sepsis Prediction
• Contextual Representation Learning for Automatic Short Answer Grading on an Educational Dataset
• Hand Talk: AI-Powered Sign Language Translator
• Privacy Preservation in Data Mining Through Combinational Logic Operations
• Bayesian-Optimized Domain Adversarial Neural Network Learning for Cross-Institutional Robustness in Gastrointestinal Cancer Detection
• A Hybrid Swin Transformer – CapsNet Model with Multi-Objective Optimization for Cancer Detection in Gastroendoscopy
• Bio-Inspired Multimodal Fusion Algorithm for Robust Speech Enhancement in Smart Healthcare Devices
• Autonomous Solar-Powered Farming and Monitoring Unit
• LAD-IDS: LightGBM-Assisted Density-Based Intrusion Detection System for High-Fidelity Threat Scoring in IoT Networks
• Hybrid Deep Learning Model for Multimodal Emotion Recognition
• A Descriptive Analysis on the Security Status of Women in Virudhunagar District Using Tableau: A Step Towards Attaining SDG:5
• Deep Learning-Based Automatic Recognition of Tamil Sign Language
• Towards Data-Efficient NLP: Comparative Evaluation of Meta-Learning Techniques for Semi-Supervised Text Classification
• Social Media Network Analysis-Based Cyber Criminal Node Identification
• Blockchain Assisted Trustworthy Ensemble Model for Anomaly Detection in Industrial Cyber Physical Systems
• Developing a Neural Machine Translation Tool for Kokborok-to-English: A Step Toward Preserving Indigenous Languages
• Open Source API Firewall-Advanced Protection for REST and GraphQL
• Predicting Competitor Network Migration: A Multi-Output Forecasting Model
• Smart Green Sense Using IOT
• Face Biometric Authentication System for ATM Using Deep Learning
• Embedded Sensor System with Web Dashboard for Aquarium Water Quality Analysis: A Review
• PalmPay: A Palmprint-Based Biometric Payment Authentication System
• A Machine Learning-Based Book Recommendation System
• A Comparative Evaluation of Traditional and Deep Learning Models for Email Spam Classification
• IoT-Based Smart Dosing System for Hydroponic Agriculture
• Body Posture Recognition Based on Deep Learning Using MediaPipe, OpenCV
• IoT-Based Hand Gesture Detection Lightning System Using ESP32CAM
• IoT-Based Crop and Soil Health Monitoring System Using LoRa
• IoT-Based Leaf Diseases Detection System Using ESP-32 Cam
• IoT-Based Environment Monitoring System with a Smart Notification System
• IoT-Based Plant Growth Monitoring Using ESP Cam
• IoT-Based Heart Monitoring System Using ECG with Notification and Heart Attack Prediction
• Identification of Anthracnose Through Hybrid Deep Learning Model Mobi-Res-Net
• IoT-Smart Street Lighting with Inbuilt Power Management: A Pathway to Sustainable Urban Infrastructure
• Light Monitoring System for Smart Photosynthesis in Agriculture
• IoT-Based Gas Leakage Detection and Prediction in Smart Kitchen
• ESP32-WEB CAM Object Detection System
• A Hybrid Deep Learning and Quantum-Inspired Swarm Model for Green Distributed Query Processing
• Face Recognition Using Convolutional Neural Networks on Real-Time Custom Dataset
• Blockchain and AI-Integrated Algorithmic Trading Framework for Cryptocurrencies
• Fusion Implemntation of Mobile and Res-Networks in Deep Learning Detection of Fungal Infections Affecting Crop Yield of Farmers
• IoT-Based Smart Nutrient Dispensing System with Dripping System
• Robust Energy Consumption Forecasting for the Steel Industry using Time Series, Deep Learning, and Neural-ODE-RNN Models
• Exploring the Efficacy of Machine Learning Techniques in Rice Disease Identification: A Comparative Study
• IoT-Based Smart Healthcare System Disease Prediction
• Artificial Intelligence (AI) in IoT-Based Ed-Tech and Smart Learning Systems
• IoT-Based Intelligent Gas Detection and Notification Using ESP32 in Food Storage
• AI-Driven Crop Disease Prediction and Detection Management System
• Leveraging IoT and GPS Technologies for Comprehensive Women's Safety in Real-Time
• InsightScan: An AI Chatbot for Enhanced Document Exploration and Understanding
• Customer Segmentation Using RFM Analysis and HDBSCAN Clustering
• An Intelligent Chatbot System for Museum Ticket Booking and Entry Management
• Strength Enhancement of Nano-Cement Composite Using Artificial Neural Network
• Machine Learning Approaches for Personalized Diet Recommendation: A Systematic Approach
• Flood Forecasting and AR-Based Risk Visualization System
• Next-Generation Small Object Detection with GSO-YOLOv8 and Generative AI
• IoT-Based Single-Phase Power Failure Monitoring System with Web Notification
• Intelligent Deep Learning System for Monitoring Workers in High-Risk Areas
• A Lightweight Hybrid Efficient Approach for Precise Q-Onset and S-Offset Detection: Extending Pan–Tompkins with MWI and Morphological Refinement
• Signature Verification Using Structural Feature Extracted from the Signature's Contour
• Non-Network Intensive Record Keeping System for SHG
• Analysis of Reduction in Carbon Emission with Effective Use of Solar Energy
• Mathematical Modelling of Sensitivity Analysis of Load-Frequency Control of Power System
• Comparison of Efficient Machine Learning and Ensemble Based Models for the Early Prediction of Zoonotic Diseases
• Transformer-Based Leaf Disease Detection with Severity Grading and Temporal Progression Forecasting
• An Interpretable Machine Learning Framework for Real-Time Ransomware Prevention in Enterprise Environments
• Computational Drug Repurposing Utilizing AI: A Comprehensive Review of Techniques and Applications
• Author Index