Advancing Innovation through AI and Machine Learning Algorithms

Udara Yedukondalu, V Vijayasri Bolisetty

• Publisher: CRC Press
• Year: 2025
• eBook ISBN: 9781040753033
• Topic: Computer Science
• Subtopic: Electrical Engineering & Telecommunications
• Index: Computer Science

The International Conference on Microstructure, VLSI, Robotics, Communication, Electrical & Emerging Technologies using AI-ML Algorithms (ICMVRCET - 2025) is an essential gathering for those at the forefront of research and development in the fields of Microstructure Design, VLSI systems, Robotics, Communication technologies, and Emerging Electrical systems. This conference seeks to bridge the gap between academic research, industrial advancements, and real-world applications by focusing on the integration of Artificial Intelligence (AI) and Machine Learning (ML) algorithms in these rapidly evolving domains.

Table of contents

• Cover Page
• Half Title Page
• Title Page
• Copyright Page
• Dedication
• Contents
• List of Figures
• List of Tables
• Foreword
• Preface
• Acknowledgements
• List of abbreviations
• Glossary
• Editors Biography
• 1 End-to-end AI framework for soil fertility, crop growth, and disease mitigation
• 2 Highly accurate calorie burn prediction using XGBoost regression model
• 3 Real time design of FPGA-based home automation scheme
• 4 AI powered facial recognition for secure banking authentication
• 5 Performance comparison of machine learning algorithms in predicting telecom customer attrition
• 6 Graphical representation of accuracy comparison among various machine learning algorithms to predict customer churn
• 7 PhishGuard – fake website detection using machine learning
• 8 Prediction of chronic kidney disease using machine learning
• 9 Enhancing autonomous safety
• 10 Enhancing visual quality of images and videos with improved CNN and OpenCV
• 11 A comparative analysis of supervised machine learning algorithms for heart attack prediction
• 12 Skin cancer classification: a web-based machine learning approach for skin cancer classification
• 13 FIFO implementation in manufacturing: streamlining production processes minimizing work-in-progress inventory
• 14 Innovative approaches to Doherty power amplifier enhancement
• 15 Optimized feature engineering approaches for predictive modeling of multiple diseases using machine learning
• 16 Gray wolf optimization-based intelligent clustering mechanism for energy-efficient and trust-aware communication in IoT networks
• 17 Enhancing heart disease prediction using hybrid K-means clustering and supervised machine learning models
• 18 Utilizing mmWave technology for human detection and counting in Indoor
• 19 Voice enabled desk assistant for the visually impaired
• 20 Electric vehicle-to-vehicle energy transfer with bidirectional on-board converters
• 21 Implementation of IoT home automation using raspberry Pi with multilingual voice control
• 22 Enhancing heart disease prediction using ensemble machine learning classifiers
• 23 Music recommender chatbot: An emotion-aware AI system for personalized music recommendations
• 24 Dual source novel nine level inverter design with trinary geometric DC links to produce highest output voltage levels
• 25 Smart automated surveillance system
• 26 Bank marketing DataSet using data science
• 27 DIBL effect compensation of self-biased CMOS voltage reference using adaptive VGS control
• 28 AgriSense - smart rain prediction and automated irrigation with TinyML
• 29 An overview of deep learning approaches for identification of deepfake faces in images and videos
• 30 Innovative milk contamination detection system using Raspberry Pi and IoT sensors
• 31 A comprehensive review of UAV technologies in medical and emergency applications
• 32 Intelligent smart home operations through NLP and IoT-driven voice control
• 33 AI-driven monitoring and emotion recognition for Alzheimer’s patients with blockchain-enhanced data security
• 34 Recognition of human behaviour utilising multiscale convolutional neural networks
• 35 Robust local filtering to secure federated learning against adversarial poisoning
• 36 Aquatic image enhancement using weighted wavelet transform
• 37 Enhancing underwater image clarity with balanced adaption compensation approach
• 38 Real-time polyglot translator powered by Raspberry Pi
• 39 Enhancing power grid reliability through smart fault detection and classification using machine learning algorithms
• 40 Utilizing 3D-CNN and autoencoder for gas detection in hyperspectral images
• 41 AI-based audio and music signal processing using deep learning approach
• 42 Comparative analysis of fuzzy and neuro-fuzzy image processing system and their applications
• 43 Design and analysis with high-performance rectangular micro-strip antenna at 38 GHz 5G millimeter-wave application
• 44 Music recommendations based on emotions
• 45 A deep learning framework for image colorization
• 46 AI car with real-time detection of damaged road and lane detection by deep learning using Python
• 47 A hybrid model for breast cancer prediction: Integrating Relief, PCA, and SVM for improved accuracy
• 48 Efficacy evaluation of Helfer skin tap technique versus ShotBlocker device in reducing pain and anxiety in children undergoing intramuscular injections
• 49 Sustainable air circulation and monitoring system for caves using solar energy
• 50 Detection of multiple artifacts through the application of adaptive scalp region selection and classifier fusion
• 51 A novel color image encryption method based on block-based DNA coding compressive sensing
• 52 Weather prediction system using deep learning
• 53 Optimized prediction of complex keyword queries in relational databases
• 54 Automated passenger fare collection using RFID and face recognition for public transportation
• 55 Advanced AC drive system for efficient electric vehicle technology
• 56 Comparison of machine learning algorithms for predicting temperature
• 57 Remote sensing image analysis
• 58 Surveillance camera-based fire detection and localization: Enhancing safety through visual monitoring
• 59 Real-time driver drowsiness detection and alert system using DLib and OpenCV
• 60 Detection of epileptic seizures in EEG signals through machine learning methods
• 61 Smart wealth: Personalized financial growth with GenAI
• 62 Performance metrics of conformal antenna
• 63 Performance evaluation of GFDM and OFDM for future wireless networks: Trade-offs in spectral efficiency, BER, and computational complexity
• 64 SVD-based method for high-fidelity color to grayscale image conversion
• 65 A comparative analysis of machine learning models for email threat detection: A web-based framework utilizing header metadata and SVM classification
• 66 A cloud-integrated IoT framework for real-time energy monitoring and predictive billing
• 67 DeepWave: Revolutionizing underwater communication with Li-Fi technology
• 68 Transmission system uses UPFC controllers combined with ant colony optimization to reduce power fluctuation
• 69 Generative AI and deep learning for incorporating diversity: An inclusive approach to Indian sign language recognition and translation
• 70 COVID-19 detection using a deep learning model based on chest X-rays
• 71 Design and performance analysis of DPFC based hybrid system by various controller
• 72 Renewable energy powered common dc bus charging system for electric vehicles using multilevel inverter
• 73 The intelligent control of independent single-phase microgrids integrate solar PV arrays, wind and hydro power
• 74 Augmented reality and immersive environments for next-gen brain MRI scan analysis using vertex AI
• 75 A hybrid AI and time-series framework for dynamic pricing and demand prediction in e-commerce
• 76 Dynamic facial expression feature extraction using deep neural networks
• 77 Connecting travels and farming using machine learning approaches
• 78 Machine learning based booklet status detection
• 79 Leveraging ensemble techniques and explainable AI for optimal fertilizer recommendation
• 80 Deep learning methods for atrial fibrillation detection based on HT-WVD
• 81 Predicting credit card fraud detection using machine learning
• 82 A novel ER based 4-bit full adder/subtractor for high performance arithmetic operations
• 83 AI and LoRa-enabled companion robots for elderly well-being: A rural remote monitoring system
• 84 CTS-NET for precise land cover classification: Leveraging deep learning and sentinel-2 data
• 85 Multi-snapshot semiparametric algorithm for MST radar data analysis
• 86 Mitigating double node upsets in space: A RHBD 14T SRAM cell design
• 87 RLG – based image watermarking encryption and decryption: A novel VLSI design approach
• 88 Activity minimization of misinformation's influence in the online social networks platforms
• 89 Leveraging convolutional neural network for cataract classification in retinal fundus images
• 90 High-availability cloud architecture with load balancing and RabbitMQ integration
• 91 IoT enabled and AI-driven traffic signal control system
• 92 Forecasting air quality with machine learning methods
• 93 Object detection using YOLO with audio feedback using Raspberry-PI
• 94 Audio-based gender identification and emotion recognition using CNN and bidirectional LSTM