IoT and Big Data Technologies for Health Care

Second EAI International Conference, IoTCare 2021, Virtual Event, October 18-19, 2021, Proceedings, Part II
Herausgegeben:Wang, Shuihua; Zhang, Zheng; Xu, Yuan

• Broschiertes Buch

Produktbeschreibung

This two-volume set of LNICST 414 and 415 constitutes the refereed post-conference proceedings of the 2^nd International Conference on IoT and Big Data Technologies for Health Care, IoTCARE 2021, which took place in October 2021. Due to COVID-19 pandemic the conference was held virtually.

The 79 revised full papers were carefully reviewed and selected from 165 submissions. The papers are arranged thematically as follows: Integrating healthcare with IoT; Information fusion for the devices of IoT; AI-based internet of medical things.

Produktdetails

• Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Enginee
• Verlag: Springer / Springer International Publishing / Springer, Berlin
• Artikelnr. des Verlages: 978-3-030-94181-9
• 1st ed. 2022
• Seitenzahl: 544
• Erscheinungstermin: 18. Juni 2022
• Englisch
• Abmessung: 235mm x 155mm x 30mm
• Gewicht: 814g
• ISBN-13: 9783030941819
• ISBN-10: 3030941817
• Artikelnr.: 63072261

Inhaltsangabe

Research on the universal access security authentication technology of multi-source heterogeneous terminal communication module.- Research on Intelligent Operation and Maintenance Technology of Pumped Storage Power Plant Based on 5G.- Smart Grid Service Transmission Accuracy Optimization Technology Based on 5G Technology.- Research on Hybrid Communication Networking Protocol Optimization Technology of Ubiquitous Electric Internet of Things.- Forecasting method of monthly clearing price under the background of continuous adjustment of power market supply and demand.- Automatic response method of grid demand under the background of new energy consumption.- Effect evaluation of College English blended teaching based on factor analysis and association rules.- Design of golfer's heart rate data transmission system based on machine learning .- Design of healthcare data analysis system based on operational research and differential evolution algorithm.- Research on reliability evaluation of intelligent energy integrated service platform based on hierarchical linear model.- Design of clinical medical data monitoring system based on artificial intelligence and big data.- Construction of pediatric medication data security cloud storage model based on Internet of things technology.- Mathematical model of data partition storage in Network Center Based on blockchain.- Enterprise Cluster Intelligent Manufacturing Information Management System Based On Wireless Communication Technology.- 3D-HEVC deep video information hiding and secure transmission method.- Research on difference elimination method between small sample databases based on feature extraction.- Research on Homomorphic Retrieval Method of Private Database Secrets in Multi-server Environmen.- Low-frequency noise characteristic extraction method of electronic components based on data mining.- X-band radar detection target tracking method based on Internet of things sensing technology.- Research on hybrid encryption of cross border e-commerce transaction information based on B+ search tree algorithm.- Research on fuzzy retrieval method of blockchain information based on B+tree index structure.- Reliability analysis method of multi area fault diagnosis and location in power grid with missing information.- Reliability analysis of real time operation state of power system based on K-nearest neighbor.- Low resolution license plate recognition based on intelligent data processing and prediction algorithm.- Design and application of security monitoring system for perception terminal of power Internet of things.- Reliability evaluation model of online teaching quality based on big data technology.- Reliability detection method of online education resource sharing based on blockchain.- Research on inventory control method of cold chain logistics enterprises under the background of new energy consumption.- Fault detection method of electronic circuit converter based on dynamic sequence response.- Reliability analysis of power side information acquisition model based on wireless sensor.- Research on Obstacle Avoidance Tracking Planning of Hyper-redundant Manipulator Based on VR Technology.- High voltage cable shield voltage monitoring method considering coil flu.- construction cost over budget control system based on BIM Technology.- Cluster evaluation method of building decoration cost rationality based on BIM model.- Power frequency control method of electrical equipment under Internet of things technology.- PID based automotive electronically controlled power steering system in the Internet of things environment.- Research on Debounce Method of Electronic Imaging Equipment Based on Feature Point Matching.- An incomplete license plate image intelligent recognition system based on the generated counter network.- Data transmission reliability detection of hybrid information system based on smart contract.- Research on Network Security Authentication Method Based on Data Mining Technology.- High reliability design of student status information acquisition system in ideological and political classroom under multi-target tracking.- Weak vibration signal extraction method of mechatronics equipment based on stochastic resonance.- Fast integration system of English online learning resources based on multi sensor network.- Quality evaluation of human resource management information system based on intelligent optimization algorithm.- Human resource social insurance data dynamic update system based on wireless communication.- Design of wireless audio real time transmission model based on body area network technology.- Time-frequency analysis of vibration signal distribution of rotating machinery based on machine learning and EMD decomposition.- Synchronous monitoring method of multi-manipulator trajectory signals based on machine learning.- Big data stepwise regression correction method for forearm wrong posture in track and field.- Intelligent Sharing Technology of MobileMedical Dynamic Data Based on Internet of Things.- Multi channel data encryption transmission algorithm of medical Internet of things based on improved mqtt protocol.- Design of Innovation and Entrepreneurship Effect Evaluation System for College Students Based on MOA Model.- Design of human resource distance education system based on Internet of things technology.- Intelligent Encrypted Storage Method for Medical Health Database Based on Internet of Things Qing-bang.- Design of Single Camera 3D Laser Scanning System Based on Artificial Intelligence.- Design of enterprise intelligent decision support system based on Data Mining.- Recommendation method of nursing teaching resources in geriatric internal medicine based on Internet of things technology.- Recognition of human abnormal behavior in static image of intelligent monitoring system based on neural network algorithm.- Fall behavior recognition algorithm in video surveillance based on feature and deep learning.- Pneumonia detectionalgorithm based on improved YOLOv3.- Breast Ultrasound Images Clustering Analysis Using Deep Clustering Method.- Information Fusion for The Devices of Internet of Things.- Comparing Methods of Imputation for Time Series Missing Values.- Clustering-XGB Based Dynamic Time Series Prediction.- Time Series Data Imputation Using ExpectationMaximization with Principal Component Analysis.- Time Series Prediction with Preprocessing and Clustering.- Using an Ensembled Boosted Model for IoT Time Series Regression.- Dynamic Time Warping based Clustering for Time Series Analysis.- Voltage estimation of PH meter calibrator using integration of Kalman/FIR and R-T-S smoothing method.- Human tracking using distributed Dual-EKF filter.- Evaluation and Analysis of Basic-Level Aircraft Maintenance and Support Capabilities.- Robust Unscented Kalman Filter for Target Tracking Based on Mahalanobis Distance.- Analysis of Chaotic Behavior in Single Mode NH3 Mo-lecular Laser-.- Collaborative Path OptimizationMethod for Flood Control Material Storage.- Detection of rail bottom damage defects based on Recurrent Neural Network.- Short term load forecasting method based on full convolution deep learning.- AI-Based Internet of Medical Things 76 Covid-19 detection by Wavelet Entropy and Cat Swarm Optimization.- A Short Survey on Deep Learning Models for Covid-19 Detection based on Chest CT and X-ray Images.- IoT and AI Technology Used for COVID-19 Pandemic Control.- Review of Covid-19 Diagnosis Techniques Combined with Machine Learning and AI Analysis.