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ORCIDiThings/GreenCom/CPSCom/SmartData 2019: Atlanta, GA, USA
- 2019 International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData), iThings/GreenCom/CPSCom/SmartData 2019, Atlanta, GA, USA, July 14-17, 2019. IEEE 2019, ISBN 978-1-7281-2980-8
12th IEEE International Conference on Cyber, Physical and Social Computing (CPSCom 2019)
CPSCom Data & Services I
- Junjie Hou, Yiping Wen:
Prediction of Learners' Academic Performance Using Factorization Machine and Decision Tree. 1-8 - Shengyi Qian, Hui Hong, Zhengfei Zhu, Keming Chen, Nenggan Zheng, Yan Qi:
A High-Efficiency Spike Sorting Cloud-Edge Computing System with DL-DFCM. 9-13 - Antonino Galletta, Javid Taheri, Massimo Villari:
On the Applicability of Secret Share Algorithms for Saving Data on IoT, Edge and Cloud Devices. 14-21 - Yibinm Wan, Rongyue Zhang, Hong Xiao, Hao Wang, Yihao Pan, YuBin Zhou:
Terahertz Image Super-Resolution Reconstruction of Passive Safety Inspection Based on Generative Adversarial Network. 22-27
CPSCom Data & Services II
- Chao Meng, Xuesong Jiang, Jian Wang, Xiumei Wei:
The Complex Network Model for Industrial Data Based on Spearman Correlation Coefficient. 28-33 - YuBin Zhou, Hong Xiao, Zhigang Chen, Tao Wang, Yihao Pan, Yibin Wan:
A Dynamic Health Assessment Method for Industrial Equipment Based on SG-FCM Clustering Algorithm. 34-39 - Jigao Fu, Hong Xiao, Tao Wang, Rongyue Zhang, Limiao Wang, Xiucong Shi:
Prediction Model of Desulfurization Efficiency of Coal-Fired Power Plants Based on Long Short-Term Memory Neural Network. 40-45 - Zihao Huang, Hong Xiao, Rongyue Zhang, Hao Wang
, Cheng Zhang, Xiucong Shi:
Multi-Scale Feature Pair Based R-CNN Method for Defect Detection. 46-51 - Junhao Zhou, Hong-Ning Dai, Hao Wang:
Portable Convolution Neural Networks for Traffic Sign Recognition in Intelligent Transportation Systems. 52-57
CPSCom Data & Services III
- Ao Guo, Jianhua Ma, Kevin I-Kai Wang:
Integrated Modeling of Personal Character Using Personal Big Data. 58-65 - Shunxiang Tan, Ao Guo, Jianhua Ma, Shengbing Ren:
Personal Affective Trait Computing Using Multiple Data Sources. 66-73 - Bowen Liu, Xutong Jiang, Zhang Song, Jiabang Liu, Wanchun Dou:
HTIME: A Hash-Based Terminal Identification Method in Cloud Environment. 74-81 - Eduard Schleicher, Kalman Graffi, Ahmad Rabay'a:
Fog Computing with P2P: Enhancing Fog Computing Bandwidth for IoT Scenarios. 82-89
CPSCom Networks & Communications I
- Elbasher Elmahdi, Seong-Moo Yoo, Kumar Sharshembiev, Yong-Kab Kim, Geun-Ho Jeong:
Protecting Data Integrity for Multi-Application Environment in Wireless Sensor Networks. 90-95 - Xiaofei Luo, Qinglin Yang, Peng Li, Toshiaki Miyazaki, Xiaoyan Wang:
Grouping Strategy for RFID-Based Activity Recognition in Smart Home. 96-101 - Raphael Bialon, Kalman Graffi:
Congestion Control for Epidemic Routing in Opportunistic Networks. 102-109 - Honglin Xie:
License Plate Character Segmentation Algorithm in Intelligent IoT Visual Label. 110-117
CPSCom Networks & Communications II
- Hong-Yan Zhao, Jia-Chen Wang, Xin Guan, Zhihong Wang, Yong-Hui He, Hong-Lin Xie:
Ant Colony Based Energy Consumption Optimization for Mobile IoT Networks. 118-122 - Kumar Sharshembiev, Seong-Moo Yoo, Elbasher Elmahdi, Yong-Kab Kim, Geun-Ho Jeong:
Fail-Safe Mechanism Using Entropy Based Misbehavior Classification and Detection in Vehicular Ad Hoc Networks. 123-128 - Zhaoquan Gu, Yuexuan Wang, Keke Tang, Chao Li, Mohan Li, Lihua Yin:
A General Framework for Adjustable Neighbor Discovery in Wireless Sensor Networks. 129-134 - Kai Peng, Maosheng Zhu, Yiwen Zhang, Lingxia Liu, Victor C. M. Leung, Lixin Zheng:
A Multi-Objective Computation Offloading Method for Workflow Applications in Mobile Edge Computing. 135-141
CPSCom Networks & Communications III
- Cong Pu, Nathaniel Payne, Jacqueline Brown:
Self-Adjusting Share-Based Countermeasure to Interest Flooding Attack in Named Data Networking. 142-147 - Raphael Bialon, Jan Tölkes, Kalman Graffi:
Improving Message Delivery in Opportunistic Networks with Fragmentation and Network Coding. 148-155 - Sean Oesch, Max Schuchard:
Nation Scale Mobile Ad Hoc Network for Normally Isolated Topologies. 156-163 - Wei Tian, Renhao Gu, Feng Ruan, Xihua Liu, Shucun Fu:
A QoS-Aware Workflow Scheduling Method for Cloudlet-Based Mobile Cloud Computing. 164-169
CPSCom Networks & Communications IV
- Xiaolong Xu, Bowei Tang, Gaoxing Jiang, Xihua Liu, Yuan Xue, Yuan Yuan:
Privacy-Aware Data Offloading for Mobile Devices in Edge Computing. 170-175 - Xihua Liu, Xiaolong Xu, Yuan Yuan, Xuyun Zhang, Wanchun Dou:
Energy-Efficient Computation Offloading with Privacy Preservation for Edge Computing-Enabled 5G Networks. 176-181 - Rafik Zitouni, Jérémy Petit, Aghiles Djoudi, Laurent George:
IoT-Based Urban Traffic-Light Control: Modelling, Prototyping and Evaluation of MQTT Protocol. 182-189 - Khola Malik, Shoab Ahmed Khan:
IIoT Based Job Shop Scheduler Monitoring System. 190-195
CPSCom Systems & Design I
- Zhenjiang Wang, Jian-Jun Han, Tianpeng Miao:
An Efficient and Dependable FOTA-Based Upgrade Mechanism for In-Vehicle Systems. 196-201 - Zhenjiang Wang, Jian-Jun Han, Tianpeng Miao:
A FrameBuffer Oriented Graphical Human-Machine Interaction Mechanism for Intelligent In-Vehicle Systems. 202-207 - Yu Jiang, Mingzhe Wang, Xun Jiao, Houbing Song, Hui Kong, Rui Wang, Yongxin Liu, Jian Wang, Jiaguang Sun:
Uncertainty Theory Based Reliability-Centric Cyber-Physical System Design. 208-215 - Zhen Ni, Qianmu Li, Ting Li:
Design of Dynamic Analysis and Grammar Generation Method in Industrial Control Protocols Test. 216-221
CPSCom Systems & Design II
- Pan Lv, Yiqi Li, Hong Li, Guoqing Yang, Kailai Shao:
Optimization Methods of Operating System for Artificial Organs. 222-228 - Perm Soonsawad, Kang Eun Jeon, James She, Ching Hong Lam, Pai Chet Ng:
Maximizing Energy Harvesting with Adjustable Solar Panel for BLE Beacon. 229-234 - Wenwen Gong, Xiangnan Zhang, Yawei Wang, Wenda Tang, Yifei Chen, Dan Li:
Review of Intelligent Control Methods for Greenhouse Cluster Systems. 235-239 - Heekyung Kim, Ken Choi:
The Implementation of a Power Efficient BCNN-Based Object Detection Acceleration on a Xilinx FPGA-SoC. 240-243
CPSCom Technologies & Applications I
- Kagome Naya, Xiaouan Hu, Toshiaki Miyazaki, Peng Li, Kun Wang:
Non-Invasive and Quick Respiratory-Rate Monitoring at Bedtime Using Passive RFIDs. 244-249 - Emi Yuda, Yutaka Yoshida, Masaya Kisohara, Junichiro Hayano:
Robustness of Basal Heart Rate against Declining Physical Activity Analysis of Physiological Big Data. 250-253 - Jiachi Wang, Hang Li, Shoulin Yin, Yang Sun:
Research on Improved Pedestrian Detection Algorithm Based on Convolutional Neural Network. 254-258
CPSCom Technologies & Applications II
- Lakshmi Boppana, Vishal Jain, Ravi Kishore Kodali:
Smart Stick for Elderly. 259-266 - Xinchun Cui, Yilei Wang, Xiangwei Zheng, Yingshuai Han, Hong Qiao, Shancang Li:
A Novel Color Image Watermarking Algorithm Based on Digital Signature. 267-274 - Hui Yang, Hongxin Chen:
Effects of Aerobic Exercise and Resistance Exercise on Chronic Inflammation in Obese Adolescents. 275-278 - Yirui Wu, Yukai Ding, Jun Feng:
Sparse Bayesian Flood Forecasting Model Based on SMOTEBoost. 279-284
CPSCom Technologies & Applications III
- Jun Zheng, Jun Li, Li-Gang Lou, Si-Yao Chen, Jing-Yi Feng:
Medical Endoscope Intelligent Service System Oriented for Data Separation Computing Architecture. 285-288 - Chao Liu, Nenggan Zheng, Ting Zhao:
Optimization Algorithms in Reconstructions of Neuron Morphology: An Overview. 289-295 - Xiangnan Zhang, Wenwen Gong, Qifeng He, Haolong Xiang, Dan Li, Yawei Wang, Yifei Chen, Yaqian Deng, Fanglin Geng, Yongtao Liu:
Camshift Tracking Method Based on Correlation Probability Graph for Model Pig. 296-301 - Lakshmi Boppana, Rasheed Ahamed, Harshali Rane, Ravi Kishore Kodali:
Assistive Sign Language Converter for Deaf and Dumb. 302-307
CPSCom Technologies & Applications IV
- Yonghua Xie, Xiaoyong Kou, Ping Li, Shucun Fu:
A Simulation Method of Three-Dimensional Cloud Based on WRF Data. 308-314 - Jianwen Xu, Kaoru Ota, Mianxiong Dong:
LUNA: Lightweight UAV Navigation Based on Airborne Vision for Disaster Management. 315-322 - Batoul Haidar, Maroun Chamoun, Ahmed Serhrouchni:
Arabic Cyberbullying Detection: Enhancing Performance by Using Ensemble Machine Learning. 323-327 - Yunpeng Zhang, Liang-Chieh Cheng, Fengxiang Qiao, Anish Patel:
Enhancement of In-Service Performance Evaluation (ISPE) Process for Roadside Safety Devices: A Survey. 328-332
Advanced Technologies of Green Computing in Big Data Systems (CPSComAGB) I
- Cheng Hu:
Resource Scaling in Elastic Clusters with the Hint of Response Time. 333-339 - Baohua Huang, Sheng Liang:
A Range Search Scheme Based on Encrypted Index Hiding Order and Access Patterns. 340-347 - Jianhui Li:
A New Approach Based on Parallel Probabilistic to Factorize a Semiprime. 348-352 - Junke Li, Mingjiang Li, Guanyu Wang, Jincheng Zhou, Deguang Li, Yanhui Huang:
Task Scheduling Approach to Save Energy of Heterogeneous Computing Systems. 353-360
Advanced Technologies of Green Computing in Big Data Systems (CPSComAGB) II
- Deguang Li, Ruiling Zhang, Shijie Jia, Yanling Jin, Youzhong Ma, Junke Li:
An Improved Dynamic Frequency Scaling Approach for Energy Saving Based RBF Neural Network. 361-367 - Deguang Li, Ruiling Zhang, Shijie Jia, Yanling Jin, Youzhong Ma, Junke Li:
An Improved Dynamic Power Management Approach by Process Migration for Multi-Core Systems. 368-372 - Raphael Bialon, Jan Steimann, Kalman Graffi:
On the Impact of Device Characteristics on Opportunistic Network Performance. 373-380 - Haitao Guo, Yunsick Sung, Jungho Kang:
Motion Estimation Approach for UAV Controls Using Bidirectional Two-Layer LSTMs. 381-384
AI-Based Advanced Technology about Computer Vision in Cyber-Physical-Social Systems (CPSComATCV) I
- Xingbo Wang, Zhen Shen:
Computing Symmetric Brothers of a Node in a Perfect Binary Tree. 385-388 - Xiaoyu Xu, Qingmin Meng, Lizhen Deng:
Dynamic Gesture Recognition Method Based on Convolutional Neural Network. 389-394 - Heng Yu, Ying Lu, Cong Yu, Hongya Zhao, Lei Wang:
Co-Occurrence Morphological Edge Detection. 395-402 - Guangrun Xiao, Xiaobo Wang, Dezheng Liu:
Wavelet Transformation of Functional Data for Hyperspectral Image Classification. 403-409
AI-Based Advanced Technology about Computer Vision in Cyber-Physical-Social Systems (CPSComATCV) II
- Chunming He, Xiaobo Wang, Lizhen Deng, Guoxia Xu:
Image Threshold Segmentation Based on GLLE Histogram. 410-415 - Yong Wang, Peng Tian, Benchang Zheng, Yu Zhou, Yunwang Li, Xuehua Wu:
Special Robot Vision Algorithm Test Platform in Virtual Reality Environment. 416-421 - Peng Tian, Yunjia Wang, Ying Lu, Yunhong Zhang, Xingfeng Wang, Yong Wang:
Behavior Analysis of Indoor Escape Route-Finding Based on Head-Mounted VR and Eye Tracking. 422-427 - Fen Lei, Yantao Wei, Jiamin Hu, Huang Yao, Wei Deng, Ying Lu:
Student Action Recognition Based on Multiple Features. 428-432
Cloud-Fog-Edge Computing for Cyber-Physical-Social Services (CPSComCFE) I
- Bo Peng, Qi Wang, Xin Li, Junhui Cai, Jiaxuan Fei, Wei Chen:
Research on Abnormal Detection Technology of Real-Time Interaction Process in New Energy Network. 433-440 - Qiang Li, Bo Liu, Tian Qiu, Qian Guo:
Research on Monitoring Technology of Unprotected Cross-Area Access Behavior in New Energy Station. 441-449 - Xiaoqian Liu, Qianmu Li, Zhen Ni, Jun Hou:
Differentially Private Recommender System with Autoencoders. 450-457 - Yukai Ding, Yuelong Zhu, Yirui Wu, Feng Jun, Zirun Cheng:
Spatio-Temporal Attention LSTM Model for Flood Forecasting. 458-465
Cloud-Fog-Edge Computing for Cyber-Physical-Social Services (CPSComCFE) II
- Yuan Wang, Yiping Wen, Yu Zhang, Jinjun Chen:
An Extensible Toolkit for Resource Usage Prediction in Clouds. 466-470 - Zhiguo Qu, Xinzhu Liu, Shengyao Wu:
Quantum Identity Authentication Protocol Based on Three-Photon Quantum Error Avoidance Code. 471-475 - Tao Li, Yongzhen Ren, Yongjun Ren, Lina Wang, Lingyun Wang, Lei Wang:
NMF-Based Privacy-Preserving Collaborative Filtering on Cloud Computing. 476-481 - Tao Li, Lei Wang, Yongjun Ren, Xiang Li:
A Nephogram Recognition Algorithm Based on Cloud Computing Platform. 482-487
Cloud-Fog-Edge Computing for Cyber-Physical-Social Services (CPSComCFE) III
- Ranran Dai, Shi Cheng, Fengmei Chen, Tao Huang, Xianyi Cheng:
Precise Subsidization Grants for College Students over Big Data Optimized Random Forest. 488-494 - Ming Yang, Wenchun He, Zhiqiang Zhang, Yongjun Xu, Yufeng Chen, Xiaolong Xu:
An Efficient Storage Service Method for Multidimensional Meteorological Data in Cloud Environment. 495-500 - Ming Yang, Xiaolong Xu, Qing Chen, Ying Liu, Zhuyu Gao, Yufeng Chen, You Zeng:
An Analysis and Assessment of Kriging Interpolation Algorithm for Merging Meteorological High-Resolution Precipitation. 501-506 - Yunxue Yang, Guohua Ji, Zhenqi Yang, Shengjun Xue:
Incentive Contract for Cybersecurity Information Sharing Considering Monitoring Signals. 507-512
Cloud-Fog-Edge Computing for Cyber-Physical-Social Services (CPSComCFE) IV
- Yunxue Yang, Qin Yang, Zhenqi Yang, Shengjun Xue:
Optimal Model Design for the Cyber-Insurance Contract with Asymmetric Information. 513-518 - Junxiu Chen, Wenjie Liu, Peipei Gao, Haibin Wang:
A Quantum Feature Selection Algorithm for Multi-Classification Problem. 519-525 - Qi Mo, Fei Dai, Tong Li:
Consistency Verification between Collaborative Business Processes and Requirements. 526-532 - Jingying Tian:
A Novel FCA-Based Method for Mining the Attribute Dependence of Different Granularities from Real Estate Data. 533-537
Cloud-Fog-Edge Computing for Cyber-Physical-Social Services (CPSComCFE) V
- Xiaoping Zhao, Jiaxin Wu, Yonghong Zhang, Lihua Wang:
A Multi-Objective Diagnosis Method for Gearbox: Multi Task Deep Learning Based on One-Dimensional Convolution. 538-545 - Xiaowei Zhang, Xiaowu Liu, Jiguo Yu, Na Dang, Xiaohan Qi, Qiang Zhang:
Energy-Efficient Privacy Preserving Data Aggregation Protocols Based on Slicing. 546-551 - Yu Qun, Yan Zhang, Xiuli Wang, Zhunan Zhou, Pingping Xian, Fenghang Zhang:
Research on Master-Slave Distributed Large-Scale Poultry Farming Measurement and Control System. 552-557 - Fei Xiong, Yong Cao, Fei Dai, Yucheng Li:
Combined Navigation Method of RBF Neural Network Based on Quantum Genetic Algorithm in Edge Devices. 558-563
Cloud-Fog-Edge Computing for Cyber-Physical-Social Services (CPSComCFE) VI
- Yong Cao, Youjie Zhao, Fei Dai:
Node Localization in Wireless Sensor Networks Based on Quantum Annealing Algorithm and Edge Computing. 564-568 - Tao Huang, Feng Ruan, Shengjun Xue, Ranran Dai, Qin Yang:
Efficient Placement of Meteorological Big Data Using NSGA-III in Cloud Environment. 569-574 - Wei Tian, Huangwei Wei, Xiaolong Xu, Chao Wang:
Tropical Cyclone Maximum Wind Estimation from Infrared Satellite Data with Integrated Convolutional Neural Networks. 575-580
Dependable Cyber Physical Systems and Applications (CPSComDCPS)
- Jing Hua, Jianjun Tang, Jizhong Liu, Fuhao Yang, Wenmeng Zhu:
A Novel ECG Heartbeat Classification Approach Based on Compressive Sensing in Wearable Health Monitoring System. 581-586 - Shi Yan, Yi Zhang, Shuyin Tao, Xin Li, Jin Sun:
A Stochastic Virtual Machine Placement Algorithm for Energy-Efficient Cyber-Physical Cloud Systems. 587-594 - Yuxin Sun, Xianzhang Chen, Duo Liu, Yujuan Tan:
Power-Aware Virtual Machine Placement for Mobile Edge Computing. 595-600 - Indra Eluubek Kyzy, Ahmadreza Vajdi, Huaming Song, Yongli Wang, Nurzada Bobukeeva:
Integrating Cyber Physical Social Systems with Agricultural Supply Chain Systems: A New Paradigm for Social Fairness. 601-607
Edge Computing and Storage Systems Introduction (CPSComECSS)
- Junlong Zhou, Kun Cao, Jin Sun, Yi Zhang, Tongquan Wei:
A Framework to Solve the Energy, Makespan and Lifetime Problems in Reliability-Driven Task Scheduling. 608-614 - Xuejiang Wei, Libing Wu:
A New Proposed Sensor Cloud Architecture Based on Fog Computing for Internet of Things. 615-620 - Anping Xiong, Ya You, Linbo Long:
L-RBF: A Customer Churn Prediction Model Based on Lasso + RBF. 621-626 - Yixiao Liu, Weigong Zhang, Jiqin Zhou, Ying Wang, Shan Wang, Lin Zhang:
A Design of Encoding Arbitration and Interrupt Request for Dynamic Reconfigurable High-Speed Serial Bus in Cyber Physical System. 627-634
Health Big Data Analytics in Cyber-Physical-Social Systems (CPSComHBD)
- Qi Wang, Dehua Zhou, Shiyin Yang, Peng Li, Chuansheng Wang, Quanlong Guan:
Privacy Preserving Computations over Healthcare Data. 635-640 - Dehua Chen, Shujun Liu, Weimin Li:
A Structured Method for Breast Ultrasound Report Based on Semantic Tree. 641-648 - Menglong Li, Yu Zhang, Mengxing Huang, Jing Chen, Wenlong Feng:
Named Entity Recognition in Chinese Electronic Medical Record Using Attention Mechanism. 649-654
Intelligent Computing in Cyber-Physical-Social Systems (CPSComIC)
- Haiming Su, Zhenjie Hou, Juan Huan, Ke Yan, Hao Ding:
A Multi-Modal Gaze Tracking Algorithm. 655-660 - Xing Li, Zhenjie Hou, Jiuzhen Liang, Xingzhi Chang:
Bidirectional Removal of Reverse Gravitational Acceleration Based on Data Segmentation. 661-668 - Yuwan Gu, Shoukun Xu, Yaru Wang, Lin Shi:
An Advanced Deep Learning Approach for Safety Helmet Wearing Detection. 669-674 - Ning Li, Xin Lv, Bo Li, Shoukun Xu:
An Improved Otsu Method Based on Uniformity Measurement for Segmentation of Water Surface Images. 675-681
Machine Learning in Cyber Physical Systems (CPSComML)
- Sheng Ren, Haifu Guo, Kehua Guo:
Towards Efficient Medical Video Super-Resolution Based on Deep Back-Projection Networks. 682-686 - Wei Ou, Mingwei Deng, Entao Luo, Wei Shi, Zhiyuan Tan, Md. Zakirul Alam Bhuiyan:
Multi-Miner's Cooperative Evolution Method of Bitcoin Pool Based on Temporal Difference Leaning Method. 687-693