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Sustainable Developments in Computer Engineering, Green Technology and Smart  Systems: Volume 1
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.
1. Multi-Level Chaotic DNA Encryption with Big Data Analytics for
Next-Generation Cyber security
2. Comparative Evaluation of Transformer and
CNNRNN Hybrid Architectures for Emotion Recognition Using EEG and Multimodal
Physiological Signals
3. DC Performance Analysis of Spacer Engineered
Nanosheet-FET for Low-Power and High-Speed Applications
4. Dynamic
Performance Comparison of Valley and Peak-Current Mode Modulated Synchronous
Buck Converters
5. Federated Reinforcement Learning Framework for
Self-Healing Intent-Based SDN in Smart IoT Networks
6. AI-Based Smart Civic
Issue Detection and Complaint System
7. A Digital Marketplace for
Craftspeople to Repair and Restore the Broken Products using Chatbot
8.
IoTFog Scheduling for Real-Time Healthcare Systems Privacy-Preserving
9.
Intelligent Energy-Aware Live VM Migration in Cloud Computing Using Machine
Learning Techniques
10. An Enhanced Approach and Sustainability: Rock
Hyrax-based Live VM Migration Framework
11. Intelligent Load Balancing Using
Machine Learning for Wikipedia Web Traffic in Kubernetes
12. Tuberculosis
Diseases Detection in X-Ray Images
13. Using Object Detection Model YOLOv12
14. Smart Memory Assistants for Alzheimer's Patients: A Review of Offline
Approaches
15. Algorithmic Time and Task Management Using Google Calendar API
16. Fog-Enabled AI Silos for Robotics Healthcare over 6G Networks:
Architectures, Security, and Future Frontiers
17. Speech Emotion Recognition
Enhancement Using Wav2Vec 2.0: A Comparative Study Against Conventional
Feature-Based Techniques on the TESS Dataset
18. MARKET PLACE: FOR STARTUP
ECOSYSTEM WITH AI IMPLEMENTATION
19. Harmonics in Thyristor Controlled
Reactors: A Short Survey
20. WELORAD: A Novel Hybrid Ensemble Model for Early
Lung Cancer Prediction
21. Intersectional Determinants of Cardiovascular
Health
22. Hypergraph-based Anomaly Detection in Industrial Control Systems
using Hyper-GCN
23. AI in Breast Cancer Detection and Diagnosis: Challenges
and Future Direction
24. Generative AIDriven Framework for Adversarial
Attack Detection and Robust Model Training
25. A Robust Algorithm For Secure
Communication Messengers
26. INTERVU: AN AI-POWERED MOCK INTERVIEW PLATFORM
WITH RESUME RECOMMENDATION
27. Mental Health Monitoring Through Social Media
with AI
28. Multimodal Misinformation Detection: A Comprehensive Systematic
Review of Methods and Challenges
29. Real-Time Detection and Classification
of Crop Diseases Using YOLO
30. IoT-Enabled Adaptive Ambulance Routing and
Hospital Allocation using Intelligent Traffic Control
31. Multi-factor
authentication scheme for Secured Online Transaction in a cloud environment
32. ANALYSIS OF A ZOOM-OFDM BASED COMMUNICATION SYSTEM
33. Interactive
Algorithm Visualization
34. Data-Driven Insights and Predictive Modelling of
Crimes Against Women in India
35. Planning Using Deep Reinforcement Learning
and Patient Digital Twins in Oncology
36. Design and Simulation of a
Dielectric Resonator Antenna with Applications in AI-Empowered Sustainable
Energy Systems
37. AlumniConnect: Alumni as Allies and Mentors
38.
Energy-Driven Adaptive Routing Protocol (EDARP): A Lightweight Routing
Approach for Sustainable IoT Networks
39. Predicting YouTube Advertisement
Views Through Machine Learning
40. "Vision-Enabled Smart Energy Management
for Humans and Animals in Indoor Environments
41. An Emergency SOS framework
using AI techniques for Modern Policing
42. An Enhanced ConvNeXt-V2 and Mamba
Hybrid Model for Detecting Reckless Driving Behaviour on Grayscale Driving
Dataset
43. Robust Human Activity Recognition through Hybrid Deep Feature
Learning using SURF-CNN Model
44. A Cutting-Edge Analysis of Various Machine
Learning Algorithms for Fake Reviews Detection
45. Smart skin cancer
detection
46. A Hybrid Machine Learning Framework Integrating Feature
Selection and Ensemble Techniques for Accurate Diabetes Prediction Systems
47. TRINETRA-Tribal Rights Intelligence Network for Empowerement through
Technology, Research and Analysis
48. Machine Learning-Based Network
Intrusion Detection Systems
49. Brain Tumor Diagnosis from MRI: A Deep
Learning Ensemble Approach
50. A Hybrid Feature DBN and CNN Stacking
Framework for Breast Cancer Histopathology
51. Secure Computational Pipeline
for Skin Disorder Detection Using Intelligent Segmentation Methods
52. Deep
Learning Approaches for Offline Handwritten Signature Verification: Accuracy,
Robustness, and Efficiency Assessment
53. Hyperparameter-Tuned Ensemble Model
for Cardiovascular Disease Detection Using Optuna and GridSearchCV
54.
Accelerating Cancer Drug Synergy Prediction Using Machine Learning
55.
SocialTrade: A Smart P2P Marketplace with AI Integration
56. Detecting
Machine-Generated Tweets Using FastText-Based CNN and XGBoost Models
57. Fake
Product Identification System Using Blockchain
58. AI-Driven Phishing
Detection using Natural Language Processing (NLP) and Advanced URL Analysis
59. SkinQINN: A Quantum-Inspired Hybrid Neural Network for Robust Skin Cancer
Diagnosis
60. KAVALYA: Knowledge-Aware Verification and Adaptive Learning for
Validated Content Generation
61. AMLID: An Adaptive Multi-Layered Deep
Learning Framework for Intelligent Intrusion Detection
62. Precision
Viscosity Measurement System for Industrial Applications
63. A Novel Hybrid
Framework Approach for Topic Based Sentiment Analysis on Tweets of Indian
Railways
64. Enhancing FANET QoS Through Adaptive Route Timeout Optimization:
A Multi-Metric Investigation
65. HYGIEIA: A HYBRID AI FRAMEWORK FOR
DERMATOLOGICAL CLASSIFICATION AND DIABETES RISK STRATIFICATION
66.
FashioLens: Real-Time Virtual Outfit Visualization
67. A Novel and
Innovative, Deep Learning and Non-Subsampled Shearlet Transform based, Hybrid
Noise Reduction Technique for coloured Images
68. Smart Traffic Solutions:
Integrating IoT, Computer Vision, and Machine Learning for Urban Transport
69. Saarthi: AI-Driven Unified Framework for Intelligent Job Matching and
Personalized Career Path Optimization.
70. Predicting File Types from User
Behavior: An Ensemble Learning Approach with Advanced Feature Engineering
71.
Determining Penetration in Activated Gas Shielded Metal Arc Welding using
Artificial Neural Networks
72. Assessment of Mental Health on Anxiety,
Depression and Stress using Machine Learning Models
73. A Robust Technique
for Breaking CAPTCHAs through an Intelligent Application of Neural Network
Aided by AI-Based Supervised Learning
74. An Interactive Robot Mascot and
Virtual Avatar Using AI/ML Technology for Enriching River-Centric Community
Engagement in Namami Gange
75. DEEP LEARNING-DRIVEN PREDICTION MODEL FOR
ANTIVIRALHPV PROTEIN INTERACTIONS USING AMINO ACID SEQUENCE FREQUENCY
ENCODING
76. UrbanInfraAI: A Policy-Grounded Geospatial RAG Framework for
Scalable AI-Assisted Urban Planning
77. Hybridized Artificial Intelligence
modelling for runoff estimation
78. An Automated Method for Detecting
Islanding in Distributed Generation Systems with a Small Non-Detection Zone
79. Intelligent and Bio- Inspired Systems for Early Cervical Cancer detection
80. Medi-Track: AI-Assisted Inventory Management for Medical Stores
81. Coral
Quest: A Sensory-Friendly Digital Application for Emotional Regulation in
Children with ASD and ADHD
82. A Comparative Analysis on NOx Reduction by EGR
and SCR Using Ferromanganese Nodule and Urea Injection in a Single-Cylinder
Diesel Engine
83. Blockchain Based Security System for Digital Health Records
84. Real-time NPK and Environmental Monitoring using IoT Sensors for ML-based
Soil Clustering
85. Apnaa Saathi: A Local-Service Booking Application
86. An
Explainable Deep Learning Framework for Classifying Network Attacks in
Cybersecurity
87. Stroke Risk Prediction using Machine Learning
88.
Comparative analysis of historical inscription using OCR methods
89.
Revolutionising Farming with AI-Enhanced Image Processing: 6G Communication
for Real-Time Crop Health Monitoring
90. Unpaired Medical Image Translation
and Detection: Using CycleGAN to make medical images and find brain tumours
91. AI-Powered Pneumonia and Cancer Detection With Visual Explanations
92.
Single Step Ahead Assessment of Solar Irradiation Forecasting Using Neural
Network Framework with various combination of Meteorological Parameters with
Preprocessing Techniques
93. Predicting Alzheimer's Disease Occurrence: A
Multivariate Logistic Regression Approach Using OASIS Brain Data
94.
Comparative Study for Security of Cloud Computing Using Machine Learning
Techniques.
95. Performance Analysis of Nutrient Recovery and NDVI-Based
Plant Stress Detection in AI-Enhanced Hydroponic Systems
96. "Optimizing
Ophthalmic Diagnosis: Lightweight Deep Learning for Retinal Health"
97. Brain
Tumor Segmentation with Improved and Enhanced Hierarchical Graph Neural
Supervoxel Generation
98. Healthcare-Related Large-Scale Specific Data
Analytics through Data Mining and Classification Procedures
99. BACKBONE
ATTENTION-ENHANCED INCEPTIONNET FOR SEGMENTATION-DRIVEN CLASSIFICATION OF
PLANT LEAF DISEASES
100. Privacy Preserving using Federated Learning and Echo
Networks In 6g- Edge Intelligent Network
101. Computational Intelligence
-Driven Federated Learning Framework using D2D- Enabled Swarm Collaboration
in Large Scale IoT Networks
102. VIP DEVELOPMENT FOR AXI4 PROTOCOL USING
UNIVERSAL VERIFICATION OF METHODOLOGY (UVM)
103. SMART CITY DATA MANAGEMENT
THROUGH REGIONAL COMPUTING
104. SecurIP: Smart Contract-Driven IP
Registration and Licensing on Blockchain
105. An Enhanced Lightweight
Convolutional Neural Network for Recognizing Facial Emotions
106. A Sliding
Window Based Machine Learning Framework for Early Sepsis Prediction
107.
Contextual Representation Learning for Automatic Short Answer Grading on an
Educational Dataset
108. Hand Talk: AI-Powered Sign Language Translator
109.
Privacy Preservation in Data Mining Through Combinational Logic Operations
110. Bayesian -Optimized Domain Adversarial Neural Network Learning for
Cross-Institutional Robustness in Gastrointestinal Cancer Detection
111. A
Hybrid Swin Transformer - CapsNet Model with Multi-Objective Optimization for
Cancer Detection in Gastroendoscopy
112. Bio-Inspired Multimodal Fusion
Algorithm for Robust Speech Enhancement in Smart Healthcare Devices
113.
Autonomous Solar-Powered Farming And Monitoring Unit
114. LAD-IDS:
LightGBM-Assisted Density-based Intrusion Detection System for High-Fidelity
Threat Scoring in IoT Networks
115. Hybrid Deep Learning Model for Multimodal
Emotion Recognition
116. A Descriptive analysis on the security status of
Women in Virudhunagar district using Tableau: a step towards attaining SDG:5
117. Deep Learning based Automatic Recognition of Tamil Sign Language
118.
Towards Data-Efficient NLP: Comparative Evaluation of Meta-Learning
Techniques for Semi-Supervised Text Classification
119. SOCIAL MEDIA NETWORK
ANALYSIS BASED CYBER CRIMINAL NODE IDENTIFICATION
120. Blockchain Assisted
Trustworthy Ensemble Model for Anomaly Detection in Industrial Cyber Physical
Systems
121. Developing a Neural Machine Translation Tool for
Kokborok-to-English: A Step Toward Preserving Indigenous Languages
122. Open
Source API Firewall-Advanced Protection for REST and GraphQL
123. Predicting
Competitor Network Migration: A Multi-Output Forecasting Model
124. Smart
Green Sense using IOT
125. Face Biometric Authentication System for ATM Using
Deep Learning
126. Embedded Sensor System with Web Dashboard for Aquarium
Water Quality Analysis: A Review
127. PalmPay: A Palmprint-Based Biometric
Payment Authentication System
128. A Machine Learning-Based Book
Recommendation System
129. AComparative Evaluation of Traditional and Deep
Learning Models for Email Spam Classification
130. IoT BASED SMART DOSING
SYSTEM FOR HYDROPONIC AGRICULTURE
131. Body Posture Recognition Based on Deep
Learning Using MediaPipe, OpenCV
132. IoT Based Hand Gesture Detection
Lightning System Using ESP32-CAM
133. IoT-Based Crop & Soil Health Monitoring
System Using LoRa
134. IoT based Leaf diseases detection system using ESP-32
Cam
135. IoT-Based Environment Monitoring System with a Smart Notification
System
136. IoT Based Plant Growth Monitoring Using Esp Cam
137. IoT-Based
Heart Monitoring System Using ECG with Notification and Heart Attack
Prediction
138. Identification of Anthracnose through Hybrid Deep Learning
Model Mobi-Res-Net
139. IoT-Smart Street Lighting with inbuilt Power
management: A Pathway to Sustainable Urban Infrastructure
140. Light
Monitoring System for Smart Photosynthesis in Agriculture
141. IoT-Based Gas
Leakage Detection and Prediction in Smart Kitchen
142. Object Detection
system Using ESP32-WEB CAM
143. A Hybrid Deep Learning and Quantum-Inspired
Swarm Model for Green Distributed Query Processing
144. Face Recognition
Using Convolutional Neural Networks on Real-Time Custom Dataset
145.
Blockchain and AI-Integrated Algorithmic Trading Framework for
Cryptocurrencies
146. FUSION IMPLEMNTATION OF MOBILE AND RES-NETWORKS IN DEEP
LEARNING TO DETECT FUNGAL INFECTION TO HAVE GOOD YEILDING OF FARMERS
147.
IoT-Based Smart Nutrient Dispensing System with Dripping System
148. Robust
Energy Consumption Forecasting for the Steel Industry using Time series, Deep
Learning, and Neural-ODE-RNN Models
149. Exploring the Efficacy of Machine
Learning Techniques in Rice Disease Identification: A Comparative Study
150.
IoT based Smart Healthcare Disease Prediction
151. Artificial Intelligence
(AI) in IoT-Based Ed-Tech and Smart Learning Systems
152. Robust Human
Activity Recognition through Hybrid Deep Feature Learning using SURF-CNN
Model
153. IoT-BASED INTELLIGENT GAS DETECTION & NOTIFICATION USING ESP32 IN
FOOD STORAGE
154. AI-Driven Crop Disease Prediction and Detection Management
System
155. Leveraging IoT and GPS Technologies for Comprehensive Women's
Safety in Real-Time
156. InsightScan : An AI Chatbot for Enhanced Document
Exploration and Understanding
157. Customer Segmentation Using RFM Analysis
and HDBSCAN Clustering
158. An Intelligent Chatbot System for Museum Ticket
Booking and Entry Management
159. Strength Enhancement of nano-cement
composite using Artificial Neural Network
160. Machine Learning Approaches
for Personalized Diet Recommendation: A Systematic Approach
161. Flood
Forecasting and AR Based Risk Visualization System
162. Next Generation Small
Object Detection With GSO-YOLOv8 And Generative AI
163. IOT-BASED
SINGLE-PHASE POWER FAILURE MONITORING SYSTEM WITH WEB NOTIFICATION
164.
INTELLIGENT DEEP LEARNING SYSTEM FOR MONITORING WORKERS IN HIGH-RISK AREAS
165. A Lightweight Hybrid Efficient Approach for Precise Q-Onset and S-Offset
Detection: Extending PanTompkins with MWI and Morphological Refinement
166.
Signature Verification using Structural Feature Extracted from the
Signature's Contour
167. Non network intensive record keeping system for SHG
168. Analysis of Reduction in Carbon Emission with Effective Use of Solar
Energy
169. Mathematical Modelling of Sensitivity Analysis of Load-Frequency
Control of Power System
170. Comparison of Efficient Machine Learning and
Ensemble Based Models for the Early Prediction of Zoonotic Diseases
171.
Transformer-Based Leaf Disease Detection with Severity Grading and Temporal
Progression Forecasting
172. An Interpretable Machine Learning Framework for
Real Time Ransomware Prevention in Enterprise Environments
173. Computational
Drug Repurposing Utilizing AI: A Comprehensive Review of Techniques and
Applications
Bhabani Prasanna Pattanaik is currently working as Principal and Professor at the Department of Mechanical Engineering, Hooghly Engineering & Technology College, Hooghly, West Bengal. He received his Ph.D. in Mechanical Engineering from National Institute of Technology, Silchar, Assam, in 2018. Prior to his Ph.D., he completed M. Tech (Heat Power Engineering) with first class from Jadavpur University, Kolkata, in 2002, and B. E. (Mechanical Engineering) with first class from Orissa Engineering College, Utkal University, Bhubaneswar, in 2000. He possesses more than 18 years of teaching, research and administrative experience at various reputed organizations.

Dhirendra Kumar Shukla is a Professor at the School of Computer Science and Engineering, Galgotias University, Greater Noida. He has more than 14 years of academic and research experience in cloud computing, artificial intelligence, blockchain, IoT, and healthcare analytics. He completed his Ph.D. in Computer Engineering from MNNIT Allahabad, India, and earned his M.Tech. in Software Engineering from MNNIT Allahabad and B.Tech. in Computer Science and Engineering from RGPV, Bhopal, Madhya Pradesh, India.

Sambit Satpathy is currently working as Associate Professor at the Department of CSE, Galgotias College of Engineering & Technology. He received his Ph.D. degree in Computer Engineering from the National Institute of Technology, Agartala, and MTech in Computer Science and Engineering (Embedded System Design) from Sambalpur University Institute of Information Technology, SUIIT, Burla. He completed his Bachelor of Engineering from BPUT, Odisha. He has approximately 9 years of teaching and research experience.

Kamalakanta Muduli is presently working as Associate Professor and Head of the School of Mechanical Engineering, Papua New Guinea University of Technology, Lae, Morobe Province, Papua New Guinea. He is also a Visiting Researcher at University of Derby, UK. He has obtained his PhD from School of Mechanical Sciences, IIT Bhubaneswar, Orissa, India. He has over 20 years of academic experience in Universities in India and Papua New Guinea.