Context-Active Resilience in Cyber Physical Systems

A virtual uneven grid-based routing protocol for mobile sink-based WSNs in a smart home system

Auteurs: Xiaodong Liu, Qi Liu
Publié dans: Personal and Ubiquitous Computing, 2017, ISSN 1617-4909
Éditeur: Springer Verlag
DOI: 10.1007/s00779-017-1093-2

Home appliances classification based on multi-feature using ELM

Auteurs: Nigel Linge, Zhengyang Wu, Xiaodong Liu, Fenghua Chen, Qi Liu, Fangpeng Chen
Publié dans: International Journal of Sensor Networks, Numéro 28/1, 2018, Page(s) 34, ISSN 1748-1279
Éditeur: Inderscience Publishers
DOI: 10.1504/IJSNET.2018.10015979

A Review on Deep Learning Approaches to Image Classification and Object Segmentation

Auteurs: Hao Wu, Qi Liu, Xiaodong Liu
Publié dans: Computers, Materials and Continua, Numéro Accepted to appear, 2019, ISSN 1546-2218
Éditeur: Tech Science Press

SMK-means: An Improved Mini Batch K-means Algorithm Based on Mapreduce with Big Data

Auteurs: Bo Xiao, Zhen Wang, Qi Liu, Xiaodong Liu
Publié dans: Computers, Materials and Continua, Numéro 56/3, 2018, Page(s) 365-379, ISSN 1546-2218
Éditeur: Tech Science Press
DOI: 10.3970/cmc.2018.01830

A method for electric load data verification and repair in home environment

Auteurs: Qi Liu, Shengjun Li, Xiaodong Liu, Nigel Linge
Publié dans: International Journal of Embedded Systems, Numéro 10/3, 2018, Page(s) 248, ISSN 1741-1068
Éditeur: Inderscience Enterprises
DOI: 10.1504/IJES.2018.091788

A Dual-spline Approach to Load Error Repair in a HEMS Sensor Network

Auteurs: Xiaodong Liu, Qi Liu
Publié dans: Computers, Materials & Continua, Numéro 57/2, 2018, Page(s) 179-194, ISSN 1546-2218
Éditeur: Tech Science Press
DOI: 10.32604/cmc.2018.04025

A survey of rainfall forecasting using artificial neural network

Auteurs: Nigel Linge, Xiaodong Liu, Qi Liu, Yanyun Zou
Publié dans: International Journal of Embedded Systems, Numéro 1/1, 2018, Page(s) 1, ISSN 1741-1068
Éditeur: Inderscience Enterprises
DOI: 10.1504/IJES.2018.10016095

An Optimized Resource Scheduling Strategy for Hadoop Speculative Execution Based on Non-cooperative Game Schemes

Auteurs: Yinghang Jiang, Qi Liu, Williams Dannah, Dandan Jin, Xiaodong Liu, Mingxun Sun
Publié dans: Computers, Materials and Continua, Numéro Accepted to appear, 2019, ISSN 1546-2218
Éditeur: Tech Science Press

Low-Complexity Non-Intrusive Load Monitoring Using Unsupervised Learning and Generalized Appliance Models

Auteurs: Qi Liu, Kondwani Michael Kamoto, Xiaodong Liu, Mingxu Sun, Nigel Linge
Publié dans: IEEE Transactions on Consumer Electronics, Numéro 65/1, 2019, Page(s) 28-37, ISSN 0098-3063
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tce.2019.2891160

Grid Routing: An Energy-Efficient Routing Protocol for WSNs with Single Mobile Sink

Auteurs: Nigel Linge, Qi Liu, Xiaodong Liu, Kai Zhang
Publié dans: International Journal of Sensor Networks, Numéro 25/2, 2017, Page(s) 1, ISSN 1748-1279
Éditeur: Inderscience Publishers
DOI: 10.1504/IJSNET.2017.10007397

CACA-UAN: A Context-Aware Communication Approach to Efficient and Reliable Underwater Acoustic Sensor Networks

Auteurs: Xiaodong Liu, Nigel Linge, Qi Liu, Xuedong Chen
Publié dans: International Journal of Sensor Networks, Numéro 1/1, 2017, Page(s) 1, ISSN 1748-1279
Éditeur: Inderscience Publishers
DOI: 10.1504/IJSNET.2017.10007398

An Adaptively Speculative Execution Strategy Based on Real-Time Resource Awareness in a Multi-Job Heterogeneous Environment

Auteurs: Qi Liu, Weidong Cai, Qiang Liu, Jian Shen, Zhangjie Fu, Xiaodong Liu, Nigel Linge
Publié dans: KSII Transactions on Internet and Information Systems, Numéro 11/2, 2017, Page(s) 670-686, ISSN 1976-7277
Éditeur: Korea Society of Internet Information
DOI: 10.3837/tiis.2017.02.004

Appliance Recognition Based on Continuous Quadratic Programming

Auteurs: Xiaodong Liu, Qi Liu
Publié dans: Cloud Computing and Security - 4th International Conference, ICCCS 2018, Haikou, China, June 8-10, 2018, Revised Selected Papers, Part V, Numéro 11067, 2018, Page(s) 63-72, ISBN 978-3-030-00017-2
Éditeur: Springer International Publishing
DOI: 10.1007/978-3-030-00018-9_6

A Self-organizing LSTM-Based Approach to PM2.5 Forecast

Auteurs: Xiaodong Liu, Qi Liu, Yanyun Zou, Guizhi Wang
Publié dans: Cloud Computing and Security - 4th International Conference, ICCCS 2018, Haikou, China, June 8–10, 2018, Revised Selected Papers, Part IV, Numéro 11066, 2018, Page(s) 683-693, ISBN 978-3-030-00014-1
Éditeur: Springer International Publishing
DOI: 10.1007/978-3-030-00015-8_59

Power Consuming Activity Recognition in Home Environment

Auteurs: Xiaodong Liu, Qi Liu
Publié dans: Cloud Computing and Security, Numéro 10602, 2017, Page(s) 361-372, ISBN 978-3-319-68504-5
Éditeur: Springer International Publishing
DOI: 10.1007/978-3-319-68505-2_31

An Energy-Efficiency Routing Scheme Based on Clusters with a Mobile Sink for WSNs

Auteurs: Xiaodong Liu, Qi Liu
Publié dans: Cloud Computing and Security, Numéro 10602, 2017, Page(s) 450-459, ISBN 978-3-319-68504-5
Éditeur: Springer International Publishing
DOI: 10.1007/978-3-319-68505-2_39

CAMA-UAN: A Context-Aware MAC Scheme to the Underwater Acoustic Sensor Networks for the Improved CACA-UAN

Auteurs: Xiaodong Liu, Qi Liu
Publié dans: 2018 3rd International Conference on Computer and Communication Systems (ICCCS), 2018, Page(s) 306-309, ISBN 978-1-5386-6350-9
Éditeur: IEEE
DOI: 10.1109/CCOMS.2018.8463242

An Optimized Speculative Execution Strategy Based on Local Data Prediction in a Heterogeneous Hadoop Environment

Auteurs: Xiaodong Liu, Qi Liu
Publié dans: 22017 IEEE International Conference on Computational Science and Engineering (CSE) and IEEE International Conference on Embedded and Ubiquitous Computing (EUC), 2017, Page(s) 128-131, ISBN 978-1-5386-3221-5
Éditeur: IEEE
DOI: 10.1109/CSE-EUC.2017.208

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