Full Description
This book constitutes the refereed proceedings of the Second International Conference on Advanced Communication and Intelligent Systems, ICACIS 2023, held in Warsaw, Poland, during June 16-17, 2023
The 43 full papers included in this book were carefully reviewed and selected from 221 submissions. They were organized in topical sections as follows: Wireless Communication, Artificial Intelligence and Machine Learning, Robotics & Automation, Data Science, IoT and Smart Applications
Contents
Enhanced Prediction of Heart Disease using Machine Learning and Deep Learning.- Machine Learning-Powered Tool for Automated Healthcare Diagnosis.- Development and Evaluation of an Artificial Intelligence-Based System for Pancreatic Cancer Detection and Diagnosis.- Comparative Analysis of Deep Learning Architectures for Garbage Classification.- Developing an Automated System for Pothole Detection and Management using Deep Learning.- Robust Neurodegenerative Disease Detection Using Machine Learning Algorithms.- Real-Time Drowsiness Detection System Using Machine Learning.- Hate Speech Detection in Multi-Social Media Using Deep Learning.- Collating Weather Data and Grocery Cost using Machine Learning Techniques.- Breast Cancer Detection by using Decision Tree.- Integrating Scene and Text Recognition for Improved Scene Caption to assist Visually Impaired.- Sugarcane Leaf Disease Classification using Deep Learning.- An Analysis ofCurrent Advancements: Elderly Fall Detection Systems Using Machine Learning Techniques.- DLMEKL: Design of an efficient Deep Learning Model for analyzing the effect of ECG & EEG disturbances on Kidney, Lungs and Liver functions.- A Comprehensive Review of the Latest Advancements in Large Generative AI Models.- Integration of IoT and Industry 4.0: Revolutionizing Industrial Processes.- Artificial Intelligence based Optimized Traffic Diversion System in Smart Cities.- Cloud Computing Enabled Autonomous Forest Fire Surveillance System Using Internet-of-Things.- Understanding Career Trajectories of IT professionals -A Machine Learning Approach.- RECOGNITION OF VARITIES OF RICE USING DEEP LEARNING TECHNOLOGIES.- Optimizing Pneumonia Diagnosis through Local Binary Pattern and 2D-Wavelet Transform Based Feature Extraction and Classification.- Recognition of Infant Footprint: A Review of Advanced Techniques.- Method Comparison for Predicting Student Retention at a Private School in Indonesia.- Distribution and Semantics of Terms with the Component 'White' in the Bulgarian Language: a Statistical Approach.- Sanskrit OCR System.- Information Technology and Fintech Innovation and its effect on Indian Financial Services.- Application of Neural Networks and Genetic Algorithms in establishing Logical Rules for evaluating the edibility of Mushroom Data.- A Review on Machine Learning based Security in Edge Computing Environment.- Multiple linear regression based analysis of weather data : Assumptions and Limitations.- Ransomware Taxonomy and Detection Techniques Based on Machine Learning: A Review.- Analysis And Design of Document Similarity Using BiLSTM and BERT.- Customer Churn Analysis for Live Stream E-Commerce Platforms by Using Decision Tree Method.- Estimation of Reliability, BER, BLER and throughput during the coexistence of 4G LTE and 5G NR.- Sentiment Analysis of user-generated data using CNN-BiLSTM model.- Performance of Bayesian Networks Classification Models for Tuberculosis Patient Outcome Prediction with Imbalanced Dataset.- Exploring the Future of Edge Computing: Advantages, Limitations, and Opportunities.- Development of Facial Emotion Recognition System using Unimodal and Multimodal approach.- Fake Product Review Detection Using Machine Learning.- A survey on Designing Efficient WSN using Duty Cycle optimization.- A Novel Framework for Harnessing AI for Evidence-Based Policymaking in E-Governance Using Smart Contracts.- Vehicular Ad-hoc Networks: A Review on Applications & Security.- An Approach for Efficient Experts Selection in Team Formation Problems.- Cybersecurity Model for Mobile and Web Application Banking Sectors.
