Paradigm Shifts in Communication, Embedded Systems, Machine Learning, and Signal Processing: Third International Conference, PCEMS 2024, Nagpur, India [Paperback]

This two-volume set CCIS 2490-2491 constitutes the refereed proceedings of the Third International Conference on Paradigm Shifts in Communication, Embedded Systems, Machine Learning, and Signal Processing, PCEMS 2024, held in Nagpur, India, during November 11–12, 2024.
The 73 full papers and 17 short papers presented in this volume were carefully reviewed and selected from 330 submissions. The papers present recent research in the areas of communication, antenna, computer vison, medical image analysis, deep learning, AI based systems and applications, classification problem, embedded system and IoT, etc.

Tiny-YOLOv3 and SSD: Performance Evaluation for Human Detection in Crowded Images Under Various Conditions.- Optimizing Ultra-Wideband Antenna Design Using Deep Learning Models: A Comparative Study of DBN-ELM and PSO-DBN Approaches.- A Comprehensive Analysis and Recommendations for Fusion of Feature Vectors.- Adaptive Tactile Therapy system for children with Autism Spectrum Disorder.- Spam Detection: A Binary Classification Approach in Machine Learning.- Hospital Patient Monitoring and Fall Prediction System Using Medical Intranet of Things (MIoT).- Predicting Mortality Rates: A Regression Approach.- Deployment of MobileNet SSD Model for Real-time Autonomous Waste Detection and Collection.- Clustering analysis of high-tech startups using machine learning.- AI Enhanced Drug Recommendation System for Women.- Detection algorithms for fast moving targets in FMCW based Radar.- Improvement of Iconicity in Signed and Spoken Vocabulary through Convolutional Neural Network.- Predicting Diamond Prices Using Regression in Machine Learning.- Localizing and Classifying Kannada Texts Using a YOLO-Based Approach.- Improved DeHazing