國立高雄大學圖資館 |

IoT and big data technologies for health caresecond EAI International Conference, IotCARE 2021, virtual event, October 18-19, 2021, proceedings.Part II /

Record Type:	Electronic resources : Monograph/item
Title/Author:	IoT and big data technologies for health careedited by Shuihua Wang, Zheng Zhang, Yuan Xu.
Reminder of title:	second EAI International Conference, IotCARE 2021, virtual event, October 18-19, 2021, proceedings.
remainder title:	IoTCare 2021
other author:	Wang, Shuihua.
corporate name:
Published:	Cham :Springer International Publishing :2022.
Description:	xviii, 524 p. :ill., digital ;24 cm.
Contained By:	Springer Nature eBook
Subject:	Medical careCase studies.Data processing
Online resource:	https://doi.org/10.1007/978-3-030-94182-6
ISBN:	9783030941826$q(electronic bk.)

IoT and big data technologies for health caresecond EAI International Conference, IotCARE 2021, virtual event, October 18-19, 2021, proceedings.Part II /
IoT and big data technologies for health caresecond EAI International Conference, IotCARE 2021, virtual event, October 18-19, 2021, proceedings.Part II /[electronic resource] :IoTCare 2021edited by Shuihua Wang, Zheng Zhang, Yuan Xu. - Cham :Springer International Publishing :2022. - xviii, 524 p. :ill., digital ;24 cm. - Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering,4151867-822X ;. - Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering ;60..

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 Mobile Medical 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 detection algorithm 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 Optimization Method 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.

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.

ISBN: 9783030941826$q(electronic bk.)

Standard No.: 10.1007/978-3-030-94182-6doiSubjects--Topical Terms:

486011
Medical care
--Data processing--Case studies.

LC Class. No.: R858 / .I57 2021

Dewey Class. No.: 610.2854019

IoT and big data technologies for health caresecond EAI International Conference, IotCARE 2021, virtual event, October 18-19, 2021, proceedings.Part II /
LDR:09506nmm a2200373 a 4500 001 625648
003 DE-He213
005 20220617172005.0
006 m d
007 cr nn 008maaau
008 230109s2022 sz s 0 eng d
020 $a 9783030941826$q(electronic bk.)
020 $a 9783030941819$q(paper)
024 7 $a 10.1007/978-3-030-94182-6 $2 doi
035 $a 978-3-030-94182-6
040 $a GP $c GP
041 0 $a eng
050 4 $a R858 $b .I57 2021
072 7 $a MBG $2 bicssc
072 7 $a UB $2 bicssc
072 7 $a MED000000 $2 bisacsh
072 7 $a UXT $2 thema
082 0 4 $a 610.2854019 $2 23
090 $a R858 $b .I61 2021
111 2 $n (3rd : $d 1998 : $c Amsterdam, Netherlands) $3 194767
245 1 0 $a IoT and big data technologies for health care $h [electronic resource] : $b second EAI International Conference, IotCARE 2021, virtual event, October 18-19, 2021, proceedings. $n Part II / $c edited by Shuihua Wang, Zheng Zhang, Yuan Xu.
246 3 $a IoTCare 2021
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2022.
300 $a xviii, 524 p. : $b ill., digital ; $c 24 cm.
338 $a online resource $b cr $2 rdacarrier
490 1 $a Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, $x 1867-822X ; $v 415
505 0 $a 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 Mobile Medical 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 detection algorithm 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 Optimization Method 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.
520 $a 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.
650 0 $a Medical care $x Data processing $v Case studies. $3 486011
650 0 $a Internet of things $v Congresses. $3 696440
650 0 $a Big data $v Congresses. $3 592065
650 1 4 $a Health Informatics. $3 274212
650 2 4 $a Computer Communication Networks. $3 218087
650 2 4 $a Artificial Intelligence. $3 212515
650 2 4 $a Computer and Information Systems Applications. $3 913125
700 1 $a Wang, Shuihua. $3 929180
700 1 $a Zhang, Zheng. $3 785172
700 1 $a Xu, Yuan. $3 713751
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer Nature eBook
830 0 $a Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering ; $v 60. $3 592019
856 4 0 $u https://doi.org/10.1007/978-3-030-94182-6
950 $a Computer Science (SpringerNature-11645)