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E-grāmata: IoT and Big Data Technologies for Health Care: Second EAI International Conference, IoTCare 2021, Virtual Event, October 18-19, 2021, Proceedings, Part I

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This two-volume set of LNICST 414 and 415 constitutes the refereed post-conference proceedings of the 2nd 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.

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 golfers 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.