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Full Description
This book presents the select proceedings of the 2nd International Conference on Intelligent Systems and Applications 2023. The theme of this conference is 'Intelligent Systems for Smart Cities'. It covers the topics of intelligent systems in multiple aspects such as healthcare, supply chain and logistics, smart homes and smart structures, banking and finance, a sustainable environment, social media and cyber security, crime prevention, and disaster management. The book will be useful for researchers and professionals interested in the broad field of artificial intelligence and machine learning.
Contents
Manifesta: An Event Management Platform Using Recommendation System.- An Empirical Study on the Information Security Threats due to Remote Working Environments.- Intelligent Surveillance Tower for Detection of the Drone from the other aerial objects using Deep learning.- A Hybrid Ensemble Machine Learning Approach (EHML) for DDOS attack Detection in Smart City Network Traffic.- Identifying Instances of Cyberbullying on Twitter Using Deep Learning.- Machine Learning Techniques for Real-Time Human Face Recognition.- Image Steganography Using Particle Swarm Optimization.- Intelligent Inventory Management in Retail Stores using Four State of the Art Object Detection models.- Supply Chain Risk Management through Zero-Trust Architecture.- Solution of Goal Programming Product Mix Problem with Cohort Intelligence Algorithm.- QuickTag: A Machine Learning Based Automated Toll Collection System Using Optical Character Recognition.- IoT Based Pothole Detection and Analysis for Road Quality Assessment and Human Safety Using Machine Learning Approach.- Localised Land-Use Classification using U-Net & Satellite Imaging.- An Intelligent Fire Extinguisher Monitoring System for Smart Cities.- Performance Analysis of Node Classification to Secure Intelligent Transportation System in VANET.- Safety and Disasters Evaluation in the Civil Aviation of Iran.- Impact of Deepfakes and Gradient Centralization on COVID-19 Diagnosis: A Compact Swin Transformer based Approach.- A Deep Learning Pipeline for Cervical Cancer Detection.- Heuristic Neural Network for Thermography Breast Cancer Detection.- Recognizing Raga of Indian Classical Songs using Regular Expressions.- Offline Handwritten Multilingual Numeral Recognition using CNN.- An Analytical Study for Implementing 360-degree m-HRM Practices Using Amazon Mechanical Turk and Machine Learning in IT Sector.- Buffer Allocation in Unreliable Production Lines using Infinitesimal Perturbation Analysis and Genetic Algorithm.- A predictive system forefficient Portfolio Management: An application of ANN and Technical Indicators.- IoT-based Smart System for Real-time Drowsy Driver Detection and Response.
