This book constitutes the refereed proceedings of the 14th International Conference on Intelligent Human Computer Interaction, IHCI 2022, held in Tashkent, Uzbekistan, during October 20-22, 2022.
The 47 full papers and 13 short papers included in this book were carefully reviewed and selected from 148 submissions. They were organized in topical sections as follows: Bio-inspired Computing; Cognitive computing; Human Centered AI; Intelligent Technology for Post-Covid and Web Frameworks.
Inhaltsverzeichnis
Deep fake video detection using the frequency characteristic of remote photoplethysmography. - A Multi-Layered Deep Learning Approach for Human Stress Detection. - Digital Processing Algorithms Of Biomedical Signals Using Cubic Base Splines. - Algorithms for selecting and comparing features of digital image vectors based on the analysis of local extrema. - Calculation Of Spectral Coefficients Of Signals On The Basis Of Haar By The Method Of Machine Learning. - Optimization of fractal structure pattern colors in carpet design using genetic algorithm. - Algorithm For Digital Processing Of Seismic Signals In Distributed Systems. - Methods for creating a morphological analyzer. - Uzbek Speech Synthesis Using Deep Learning Algorithms. - Speech Recognition Technologies Based on Artificial Intelligence Algorithms. - Multimodal Human Computer Interaction using Hand Gestures and Speech. - Emotion Recognition in VAD space during Emotional Events usingCNN-GRU hybrid model on EEG Signals. - Multiclass Classification of online reviews using NLP & Machine Learning for Non-English Language. - A Higher Performing DARTS Model for CIFAR-10. - Automatic speech recognition on the neutral network based on attention mechanism. - Equal Temperament and Just intonation Feature based Emotion Predictions in Carnatic Music. - Emotion classification through facial expressions using SVM and Convolutional Neural Classifier. - On the Evaluation of Stylised Lyrics using Deep Generative Models: A Preliminary Study. - GWD: Graded Word Drop Model for When Type Questions for Hindi QA. - Masked Face Recognition Model with Explainable AI. - UX design workshop for building relationships between humans and intelligent objects using 'T+e=B' toolkit. - A Longitudinal Study of the Emotional Content in Indian Political Speeches. - Building A Local Classifier For Component-Based Face Recognition. - Dominance Submissiveness Predisposition Scale (DSPS) : Development and Validation. - Design of a Mixed Reality-based Immersive Virtual Environment System for Social Interaction and Behavioral Studies. - Privacy-preserving Digital Intervention for Mental Health using Federated Learning. - How can humans and robots live together? : The 5 types of human-robot relationship. - Effectiveness Of Deep Learning Based Filtering Algorithm In Separation Of Human Objects From Images. - Building the Groundwork for a Natural Search, to Make Accurate and Trustworthy Filtered Searches: The Case of a New Educational Platform with a Global Heat Map to Geolocate Innovations in Renewable Energy. - Implementation of Virtual Sea Environment with 3D Whale Animation. - A Constant-Factor Approximation Algorithm for Online Coverage Path Planning with Energy Constraint. - Real-time Image based Plant phenotyping using Tiny-YOLOv4. - Influence Of Packet Switching And Routing Methods On The Reliability Of The Data Transmission Network And The Application Of Artificial Neural Networks. - Do Users Values Influence Trust in Automation? . - Automation of Calibration Procedure for Milk Non Automatic Weighing Instrument(NAWI) Process. - Low-cost Entry-level Educational Drone with Associated K-12 Education Strategy. - Creating a Modular and Decentralized Smart Mailbox System Using LoRaWan Networks. - A converting model 3D gaze direction to 2D gaze position. - Application of fiber optic sensors in aircraft fuel management system. - Intelligent multi-tariff payment collection system for in-ter-municipal buses in the Department of Atlántico Colombia. - Agent-based modelling and simulation of public transport to identify effects of network changes on passenger flows. - Exploiting Security and Privacy Vulnerability in Human-IoT Interaction through the Virtual Assistant Technology in Amazon Alexa. - User Experience in Virtual Reality using Threshold Space inbetween Different Physical Laws. - Monitoring Pollination by Honeybee using Computer Vision. - Modeling the problem of integral geometry on the family of broken lines based on Tikhonov regularization. - A Framework for Privacy-Preserved Collaborative Learning in Smart Factory Environment. - Co-creating Computer Supported Collective Intelligence in Citizen Science Hubs. - Gaze Detection using Encoded Retinomorphic Events. - Extremely Lightweight Skin Segmentation Networks to Improve Remote Photoplethysmography Measurement. - Privacy-Friendly Phishing Attack Detection using Personalized Federated Learning. - CovidMis20: COVID-19 Misinformation Detection System on Twitter Tweets using Deep Learning Models. - Development of School Library Network Based on Cloud Technologies in Uzbekistan. - Parallel Resource Defined Fitness Sharing. - EEG-based Key Generation Cryptosystem for Strengthening Security of Blockchain Transactions. - Improving GazeEstimation Performance using Ensemble Loss Function. - Non-Overlayed Guidance in Augmented Reality: User Study in radio-pharmacy. - Development Of A Novel Method For Image Resizing Using Artificial Neural Network. - From Angular to Vue: A Cross-Language Comparative Survey of Web Frameworks.
