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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.
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.
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Inhaltsangabe
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.
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.
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