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Multimedia Technology and Enhanced Learning: 4th EAI International Conference, ICMTEL 2022, Virtual Event, April 15-16, 2022, Proceedings (Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, nr. 446)

Editat de Shui-Hua Wang, Yu-Dong Zhang
Notă GoodReads:
en Limba Engleză Paperback – 20 Oct 2022
This proceedings, ICMTEL 2022, constitutes the refereed proceedings of the 4th International Conference on Multimedia Technology and Enhanced Learning, ICMTEL 2022, held in April 2022. Due to the COVID-19 pandemic the conference was held virtually. The 59 revised full papers have been selected from 188 submissions. They were organized in topical sections as follows: internet of things and communication; education and enterprise; machine learning; big data and signal processing; workshop of data fusion for positioning and navigation; and workshop of intelligent systems and control.
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Specificații

ISBN-13: 9783031181221
ISBN-10: 3031181220
Ilustrații: XIV, 762 p. 276 illus., 110 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 1.18 kg
Ediția: 1st ed. 2022
Editura: Springer Nature Switzerland
Colecția Springer
Seria Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering

Locul publicării: Cham, Switzerland

Cuprins

​Internet of Things and Communication.- On Line Monitoring System of Power Optical Fiber Transmission Network Under Internet of Things Technology.- Research on Fault Monitoring Device of Highway Bridge Expansion Joint Based on Internet of Things Technology.- Research on Security Access Technology of Power Internet of Things Gateway Equipment Based on Artificial Intelligence.- Construction of A Gateway Boundary Security Protection Platform Based on The Internet of Things and Cloud Computing.- Comprehensive Intelligent Training Simulation System for Power Communication Transmission Network.- Research on Intelligent Anti-collision Device of Heavy Truck Based on Wireless Communication Technology.- Education and Enterprise.- Design of Diversified Evaluation System of College Teaching Quality Based on Deep Data Mining.- Design of A Lightweight MOOC Teaching System for Online Learning in Colleges and Universities.- ”Online + Offline” Hybrid Teaching Model in The Post Epidemic Era Based on Deep Reinforcement Learning.- Design of Corpus Based Comprehensive Ability Evaluation System for College English Teaching.- Fuzzy Evaluation Model of Teaching Quality of Physical Education Course Based on Deep Reinforcement Learning.- Design of Online Teaching Mode Recognition System for Ideological and Political Curriculum Based on Hash Algorithm.- Design of Cross Language Education Resource Sharing Platform Based on Hadoop Framework.- Design of interactive language education assistant system based on data classification.- Basketball Posture Recognition Method in Physical Education Based on Machine Vision.- Image Recognition Method of Educational Scene Based on Machine Learning.- Human Motion Recognition Method In Physical Education Based on Wearable Perception.- Acquiring the Cultural Characteristics of English Online Courses Based on Wavelet Transformation.- Sentiment Analysis of Opinions Over Time Toward Saudi Women’s Sports.- “I show you how I solved it!”.- Design of Enterprise Economic Dynamic Management System Based on Spark Technology.- Design of Enterprise Financial and Economic Data Accurate Classification Management System Based on Random Forest.- Marketing Risk Assessment Method of Industrial and Commercial Enterprises Based on Convolutional Neural Network.- Evaluation Method of Enterprise Economic Management Model Effectiveness Based on Deep Data Mining.- Machine Learning.- Research on The Whole Process Quality Control Method of Water Conservancy and Hydropower Construction Based on BP Neural Network.- Intelligent Recommendation Method of Sports Tourism Route Based on Cyclic Neural Network.-  Plant Landscape Configuration Method Of Regional Characteristic Rainwater Garden Based On Deep Learning.- Human Resource Scheduling Control Method Based On Deep Reinforcement Learning.- Research on Network Personal Data Vulnerability Detection Technology Based on Deep Learning.- Competency Model of College Students’ Innovation and Entrepreneurship from the Perspective of Deep Learning.- Research on Modeling of Adaptive Allocation of Labor Resources Based on Deep Reinforcement Learning.- Real-time Detection and Recognition of License Plates for traffic monitoring.- Pressure Compensation Method of Check Valve in Aircraft Hydraulic System Based on Artificial Intelligence.- Multi-Face Synchronous Recognition Method for Civil Aviation Security Inspection Based on Deep Migration Learning.- Big Data and Signal Processing.- Design of Human Resources Multi-Dimensional Evaluation System Based on Big Data Mining.- Railway Traffic Volume Prediction Method Based on Hadoop Big Data Platform.- Intelligent Forecasting Method for Substation Operating Cost of Power Network with Nonstationary Characteristics.- Research on Standard Cost Prediction of Intelligent Overhaul Based on Multiparticle Optimization.- Research on Medical Information Processing Based on Data Mining Technology.- Modeling and Printing Technology Based on 3D Registration Algorithm of MIMICS Software Applied to Hip Fracture.- Fall detection based on action structured method and cascaded dilated graph convolution network.- Surface Reconstruction Method of Color 3D Image Based on Independent Adjustable Sparse Coefficient.- Personalized Dialogue Generation Method of Chat Robot Based on Topic Perception.- Multi-Round Dialogue Intention Recognition Method for A Chatbot Based on Deep Learning.- Vibration Failure Analysis of Civil Aircraft Engine Blades Based on Virtual Reality.- Intelligent Regulation Method of University Heating Water Flow Based on Adaptive Control Algorithm.- Binaural spatialization: comparing Head Related Transfer Function models for use in Virtual and Augmented Reality applications.- Enhancement of Gravity Centrality Measure Based on Local Clustering Method by Identifying Influential Nodes in Social Networks.- Deep Factorized Multi-view Hashing for Image Retrieval.- Covid-19 detection by Wavelet Entropy and Artificial Bee Colony.- Heat-map Algorithm based Multi-robots Path Planning Method.- Workshop of Data Fusion for Positioning and Navigation.- Distributed quaternion Kalman filter for human tracking using IMU and UWB measurement.- Robot Navigation in Crowds Environment based Deep Reinforcement Learning with POMDP.- Workshop of Intelligent Systems and Control.- Stationery recognition system using dual cameras.- Lower Limb Posture Capture using Quaternion Kalman Filter.- Design of infrared spectrum information processing algorithm for Fourier infrared spectrometer.- An FES-Cycling Control System Based on Crank Angle.- A novel algorithm of machine learning: fractional gradient boosting decision tree.- Apple Grading Model Based on Improved ResNet-50 Network.