Context-Active Resilience in Cyber Physical Systems

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

Autori: Xiaodong Liu, Qi Liu
Pubblicato in: Personal and Ubiquitous Computing, 2017, ISSN 1617-4909
Editore: Springer Verlag
DOI: 10.1007/s00779-017-1093-2

Home appliances classification based on multi-feature using ELM

Autori: Nigel Linge, Zhengyang Wu, Xiaodong Liu, Fenghua Chen, Qi Liu, Fangpeng Chen
Pubblicato in: International Journal of Sensor Networks, Numero 28/1, 2018, Pagina/e 34, ISSN 1748-1279
Editore: Inderscience Publishers
DOI: 10.1504/IJSNET.2018.10015979

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

Autori: Hao Wu, Qi Liu, Xiaodong Liu
Pubblicato in: Computers, Materials and Continua, Numero Accepted to appear, 2019, ISSN 1546-2218
Editore: Tech Science Press

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

Autori: Bo Xiao, Zhen Wang, Qi Liu, Xiaodong Liu
Pubblicato in: Computers, Materials and Continua, Numero 56/3, 2018, Pagina/e 365-379, ISSN 1546-2218
Editore: Tech Science Press
DOI: 10.3970/cmc.2018.01830

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

Autori: Qi Liu, Shengjun Li, Xiaodong Liu, Nigel Linge
Pubblicato in: International Journal of Embedded Systems, Numero 10/3, 2018, Pagina/e 248, ISSN 1741-1068
Editore: Inderscience Enterprises
DOI: 10.1504/IJES.2018.091788

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

Autori: Xiaodong Liu, Qi Liu
Pubblicato in: Computers, Materials & Continua, Numero 57/2, 2018, Pagina/e 179-194, ISSN 1546-2218
Editore: Tech Science Press
DOI: 10.32604/cmc.2018.04025

A survey of rainfall forecasting using artificial neural network

Autori: Nigel Linge, Xiaodong Liu, Qi Liu, Yanyun Zou
Pubblicato in: International Journal of Embedded Systems, Numero 1/1, 2018, Pagina/e 1, ISSN 1741-1068
Editore: Inderscience Enterprises
DOI: 10.1504/IJES.2018.10016095

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

Autori: Yinghang Jiang, Qi Liu, Williams Dannah, Dandan Jin, Xiaodong Liu, Mingxun Sun
Pubblicato in: Computers, Materials and Continua, Numero Accepted to appear, 2019, ISSN 1546-2218
Editore: Tech Science Press

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

Autori: Qi Liu, Kondwani Michael Kamoto, Xiaodong Liu, Mingxu Sun, Nigel Linge
Pubblicato in: IEEE Transactions on Consumer Electronics, Numero 65/1, 2019, Pagina/e 28-37, ISSN 0098-3063
Editore: 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

Autori: Nigel Linge, Qi Liu, Xiaodong Liu, Kai Zhang
Pubblicato in: International Journal of Sensor Networks, Numero 25/2, 2017, Pagina/e 1, ISSN 1748-1279
Editore: Inderscience Publishers
DOI: 10.1504/IJSNET.2017.10007397

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

Autori: Xiaodong Liu, Nigel Linge, Qi Liu, Xuedong Chen
Pubblicato in: International Journal of Sensor Networks, Numero 1/1, 2017, Pagina/e 1, ISSN 1748-1279
Editore: 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

Autori: Qi Liu, Weidong Cai, Qiang Liu, Jian Shen, Zhangjie Fu, Xiaodong Liu, Nigel Linge
Pubblicato in: KSII Transactions on Internet and Information Systems, Numero 11/2, 2017, Pagina/e 670-686, ISSN 1976-7277
Editore: Korea Society of Internet Information
DOI: 10.3837/tiis.2017.02.004

Appliance Recognition Based on Continuous Quadratic Programming

Autori: Xiaodong Liu, Qi Liu
Pubblicato in: Cloud Computing and Security - 4th International Conference, ICCCS 2018, Haikou, China, June 8-10, 2018, Revised Selected Papers, Part V, Numero 11067, 2018, Pagina/e 63-72, ISBN 978-3-030-00017-2
Editore: Springer International Publishing
DOI: 10.1007/978-3-030-00018-9_6

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

Autori: Xiaodong Liu, Qi Liu, Yanyun Zou, Guizhi Wang
Pubblicato in: Cloud Computing and Security - 4th International Conference, ICCCS 2018, Haikou, China, June 8–10, 2018, Revised Selected Papers, Part IV, Numero 11066, 2018, Pagina/e 683-693, ISBN 978-3-030-00014-1
Editore: Springer International Publishing
DOI: 10.1007/978-3-030-00015-8_59

Power Consuming Activity Recognition in Home Environment

Autori: Xiaodong Liu, Qi Liu
Pubblicato in: Cloud Computing and Security, Numero 10602, 2017, Pagina/e 361-372, ISBN 978-3-319-68504-5
Editore: 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

Autori: Xiaodong Liu, Qi Liu
Pubblicato in: Cloud Computing and Security, Numero 10602, 2017, Pagina/e 450-459, ISBN 978-3-319-68504-5
Editore: 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

Autori: Xiaodong Liu, Qi Liu
Pubblicato in: 2018 3rd International Conference on Computer and Communication Systems (ICCCS), 2018, Pagina/e 306-309, ISBN 978-1-5386-6350-9
Editore: IEEE
DOI: 10.1109/CCOMS.2018.8463242

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

Autori: Xiaodong Liu, Qi Liu
Pubblicato in: 22017 IEEE International Conference on Computational Science and Engineering (CSE) and IEEE International Conference on Embedded and Ubiquitous Computing (EUC), 2017, Pagina/e 128-131, ISBN 978-1-5386-3221-5
Editore: IEEE
DOI: 10.1109/CSE-EUC.2017.208

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