Xiaodong Liu

Xiaodong Liu

Prof Xiaodong Liu

Professor

Biography

Prof X. Liu received his PhD in Computer Science from De Montfort University and joined Napier in 1999. He is currently leading the Software Systems research group in the SoC, Edinburgh Napier University. He was the director of Centre for Information & Software Systems. Prof Liu is an active researcher in software engineering with internationally excellent reputation and leading expertise, focusing on its emerging themes including pervasive systems (Internet of Things), services-oriented architecture, evolution of cloud services, and intelligence-driven software engineering. He has meanwhile a successful track record of teaching in a number of software engineering courses which are widely informed by his research activities.
He has led 10 externally funded projects as the PI, and published over 120 papers in established international journals and conferences, 5 book chapters and 3 research handbooks. He is the inventor of 1 patent registered in UK and USA and the founder of a spin-out company. He has been the chair, co-chair or PC member of a number of IEEE and IASTED International Conferences. He is the editorial board member of 4 international journals and editor of 3 research books and 2 journals special issues. He is a senior member of IEEE Society and a member of British Computer Society.

Research Areas

Esteem

Advisory panels and expert committees or witness

  • Scientific Committee Member of the annual International Conference on Business Informatics and Modelling (IC-BIM), supported by ORACLE and ANYLOGIC
  • Invited reviewer by Scottish Enterprise on Research into support for the Technology and Engineering Sector
  • Member of Advisory Board of International Journal of Software Reuse (e-journal by vrlSoft)
  • Membership of National and International Industry Associations, including ScotlandIS, Global Scots Networks and Microsoft Visual Studios Partner Networks
  • Elected to IASTED Technical Committee on Software Engineering

 

Conference Activity

  • Programme Chair of the 11th International Conference on Computer Engineering and Networks (CENet2021), Hechi, China, October 2021
  • Local chair of the 4th International Conference on Information Science and Systems ( ICISS 2021) and the 2nd Communication Technologies and Cloud Computing Conference (CTCCC 2021), Edinburgh, United Kingdom, March, 2021
  • Programme Chair of the 6th IEEE International Conference on Computer and Communication Systems (ICCCS 2021) and its alongside conference-2021 2nd International Conference on Information Technology and Internet of Things (ITIOT2021), Chengdu, China, April 2021.
  • Programme Chair of 2nd International Conference on Computing, Networks and Internet of Things (CNIOT 2021) , Beijing, China, May 2021
  • Programme co-chair for ITIOT2020, the International Conference on Information Technology and Internet of Thing, Shanghai, China, July 17-19, 2020
  • Program chair of 2020 International Conference on Computing, Networks and Internet of Things (CNIOT 2020), Sanya, China, April 24-26, 2020.
  • Programme Chair of the 10th International Conference on Computer Engineering and Networks (CENet2020) , Xi'an, China, October 16-18, 2020
  • Programme Chair the 2nd International Conference on Advanced Information Systems and Engineering (ICAISE 2020), Cairo, Egypt, August 2020.
  • Program Chair of the 3rd International Conference on Algorithms, Computing and Artificial Intelligence (ACAI 2020), Sanya, China, December 2020
  • Programme chair for the 3rd International Conference on Information Science and System (ICISS 2020), Cambridge University, UK, March 2020
  • Programme Chair of CENET 2019, the 9th International Conference on Computer Engineering and Networks, Changsha, Oct 2019
  • Invited member of the programme committee of the 31st International Conference on Software Engineering and Knowledge Engineering (SEKE 2019)
  • Invited member of the Programme Committee of the 43rd IEEE International Conference on Computer Software and Applications (COMPSAC'19)
  • Invited PC member of 9th International Conference on Cloud Computing and Services Science (CLOSER 2019), 2019
  • Invited PC member of Cloud Computing 2019, The Tenth International Conference on Cloud Computing, GRIDs, and Virtualization, 2019
  • Invited PC member of SERVICE COMPUTATION 2019, The 11th International Conferences on Advanced Service Computing, 2019
  • General Chair of the 13th IEEE International Workshop of Quality Oriented Reuse of Software (QUORS'19), to be held in July 2019 at Milwaukee, Wisconsin, USA
  • General chair of, organising the 12th IEEE International Workshop of Quality Oriented Reuse of Software (QUORS'18), to be held in Tokyo, Japan, July 2018
  • Invited member of the programme committee of the 30th International Conference on Software Engineering and Knowledge Engineering (SEKE 2018).
  • Invited member of the Programme Committee of the 42nd IEEE International Conference on Computer Software and Applications (COMPSAC'18)
  • Invited PC member of 8th International Conference on Cloud Computing and Services Science (CLOSER 2018), Portugal, March 2018
  • Invited PC member of Cloud Computing 2018, The Ninth International Conference on Cloud Computing, GRIDs, and Virtualization, February 2018 - Barcelona, Spain
  • Invited PC member of SERVICE COMPUTATION 2018, The Tenth International Conferences on Advanced Service Computing, February 2018 - Barcelona, Spain
  • Member of the Steering Committee of 41st IEEE International Conference on Computers, Software and Applications (COMPSAC'2017), to be held at Torino, Italy, in July 2017
  • General chair of, organising the 11th IEEE International Workshop of Quality Oriented Reuse of Software (QUORS'17), to be held in Torino, Italy, July 2017
  • Conference Editor (Programme Chair) for the 4th Annual International Conference on Computer Science and Applications (CSA’17), Beijing, China
  • Invited member of the programme committee of the 29th International Conference on Software Engineering and Knowledge Engineering (SEKE 2017).
  • PC member of 8th International Conference on Cloud Computing, Grids and Virtualization, 2017
  • PC member of 9th International Conference on Advanced Service Computing, 2017
  • PC member of International Conference of Internet of Things for the Global Community (IoTGC), Funchal, Madeira, Portugal, 2017
  • Programme Co-chair of the COMPSAC Symposium on Software Engineering Technology and Applications (SETA'16), Atlanta, USA, June 2016.
  • Invited member of the programme committee of the 28th International Conference on Software Engineering and Knowledge Engineering (SEKE 2016).
  • Invited member of the programme committee of the 7th International Conference on Cloud Computing, GRIDs, and Virtualization (CLOUD COMPUTING 2016)
  • Invited member of the programme committee of the 5th International Conference on Emerging Internetworking, Data & Web Technologies, Kazan, Russia, May 2016.
  • General chair, organising the 10th IEEE International Workshop of Quality Oriented Reuse of Software (QUORS'16), Atlanta, USA, June 2016
  • PC member of 3rd Asia-Pacific Requirements Engineering Symposium (APRES 2016)
  • PC member of 13th IEEE International Conference on e-Business Engineering (ICEBE 2016)
  • Track Chair for the track "Software Engineering, Semantics and Ontologies for Intelligent Networking and Collaborative Systems", at the 8th International Conference on Intelligent Networking and Collaborative Systems (INCoS-2016), Sept 2016, Czech Republic.
  • Invited member of the programme committee of the 39th International Conference - COMPSAC 2015.
  • Invited member of the programme committee of the 6th International Conference on Cloud Computing, GRIDs, and Virtualization (CLOUD COMPUTING 2015)
  • Invited member of the programme committee of the 5th International Conference on Sustainable Computing and Communications (SustainCom 2015), Chengdu China, December 2015.
  • Invited member of the programme committee of the 27th International Conference on Software Engineering and Knowledge Engineering (SEKE 2015).
  • Invited member of the programme committee of the 12th International Conference on E-Business Engineering (ICEBE 2015).
  • General chair, organising the 9th IEEE International Workshop of Quality Oriented Reuse of Software (QUORS'15), July 2015
  • Invited to join the programme committee of the 3rd International Conference on ICT for Sustainability (ICT4S 2015)
  • PC member of Asia Pacific Requirements Engineering Symposium (APRES 2015)
  • Invited PC member for International Conference on P2P,Parallel, Grid, Cloud and Internet Computing (PGCIC 2014)
  • Invited member of the programme committee of the 6th International Conference on Intelligent Networking and Collaborative Systems (INCoS-2014)
  • Invited member of the programme committee of the 26th International Conference on Software Engineering and Knowledge Engineering (SEKE 2014).
  • General chair, organising the 8th IEEE International Workshop of Quality Oriented Reuse of Software (QUORS'14), July 2014, Vasteras, Sweden
  • PC Chair for ICSAI 2014 sponsored by the IEEE Systems, Man, and Cybernetics Society.
  • Invited to be the PC member and track chair for the 38th IEEE International Computers, Software & Applications Conference (COMPSAC'14)
  • PC member of 6th International Conference on Intelligent Networking and Collaborative Systems (INCoS’‘14)
  • Invited PC member of 11th IEEE International Conference on Services Computing, 2014
  • Invited PC member of (International Conference on Advanced Networking, Distributed Systems and Applications 2014
  • Invited PC member of the 7th International Conference of Service-Oriented System Engineering (SOSE'13)
  • Invited member of the programme committee of the 5th International Conference on Intelligent Networking and Collaborative Systems (INCoS-2013)
  • Invited member of the programme committee of the 25th International Conference on Software Engineering and Knowledge Engineering (SEKE 2013).
  • Invited member of the programme committee of the 37th International Conference - COMPSAC 2013. URL: http://compsac.cs.iastate.edu/
  • General chair of the 7th IEEE International Workshop of Quality Oriented Reuse of Software (QUORS'13), July 2013, Kyoto, Japan.
  • PC member of 5th International Conference on Intelligent Networking and Collaborative Systems (INCoS’13)
  • Invited PC member of 4th International Workshop on Process Model Collections: Management and Reuse (PMC-RM 2013)
  • Invited member of the programme committee of the 24th International Conference on Software Engineering and Knowledge Engineering (SEKE 2012).
  • Invited member of the programme committee of the 36th International Conference - COMPSAC 2012: Trustworthy Software Systems for the Digital Society.
  • General chair, organised the 6th IEEE international workshop of Quality Oriented Reuse of Software (QUORS'12), July 2012, at Izmir, Turkey.
  • Program Chair of the 2nd International Conference on Systems and Informatics
  • Invited member of the programme committee of the 23rd International Conference on Software Engineering and Knowledge Engineering (SEKE 2011).
  • Invited member of the programme committee of the 6th International Conference of Service-Oriented System Engineering (SOSE’11).
  • Invited member of the programme committee of the 35th IEEE International Conference of Computer Software and Applications (COMPSAC'11).
  • General chair the 5th IEEE Workshop on Quality-Oriented Reuse of Software (QUORS'11) at Munich, Germany.
  • Invited PC member of the 5th IEEE International Conference on Secure Software Integration and Reliability Improvement (SSIRI’11)
  • Invited member of the Programme Committee of the 34th IEEE International Conference on Computer Software and Applications (COMPSAC'2010)
  • Invited member of the Programme Committee of the 22nd IEEE International Conference on Software Engineering and Knowledge Engineering (SEKE'2010)
  • General chair, organising the 4th IEEE international workshop of Quality Oriented Reuse of Software (QUORS'10), Soeul, Korea.
  • Invited member of the Programme Committee of the 21st International Conference on Software Engineering and Knowledge Engineering (SEKE'09)
  • Invited member of the Programme Committee of the 33rd International Conference on Computer Software and Applications (COMPSAC'09)
  • General chair of the 3rd IEEE International Workshop on Quality-Oriented Reuse of Software (QUORS'09), Seattle, USA,
  • Invited PC member of 11th IEEE International Conference on High Performance Computing and Communications (HPCC 2009)
  • Invited member of the Programme Committee of the 32nd International Conference on Computer Software and Applications (COMPSAC'08), Finland.
  • Invited member of the Programme Committee of the 20th International Conference on Software Engineering and Knowledge Engineering (SEKE'08)
  • General chair of the 2nd IEEE International Workshop on Quality-Oriented Reuse (QUORS'08), Finland.
  • PC Chair of the IEEE 1st International Workshop of Barriers towards INternet-Driven Information Services (BINDIS 2008)
  • Invited member of the Programme Committee of the 31st International Conference on Computer Software and Applications (COMPSAC'07)
  • General chair of the 1st IEEE International Workshop on Quality-Oriented Reuse (QUORS'07), Beijingm China.
  • Invited PC member of IASTED International Conference on Software Engineering and Applications (SEA’07)
  • Invited member of the Programme Committee of the 30st International Conference on Computer Software and Applications (COMPSAC'06)
  • Invited PC member of IASTED International Conference on Software Engineering and Applications (SEA’06)
  • Organisation Co-Chair of the 29th IEEE International Conference on Computer Software and Applications (COMPSAC’05), Edinburgh, UK, 2005
  • Invited PC memberIASTED International Conference on Software Engineering and Applications (SEA'05)
  • Invited PC member of IASTED International Conference on Software Engineering and Applications (SEA’04)

 

Editorial Activity

  • Conference Editor for the 8th Annual 2020 Internaonal Conference on Geo-Spaal Knowledge and Intelligence (GSKI2020), Xi'an, China, Dec 2020
  • Editorial board member of Internet of Things and Cloud Computing, Science Publishing Group, 2019
  • Associate Editor of the Computer Modeling in Engineering & Science 2019-2024, Tech Science Press
  • Special issue editor for "Intelligent Models for Security and Resilience in Cyber Physical Systems", the Tech Science Press, Computer Modeling in Engineering & Sciences, 2019
  • Guest Editor of Elsevier's Journal of Systems and Software, for its Special Issue on Software Engineering Technology and Applications, 2016-2017
  • Chief editor of the research handbook on Green ICT Services Engineering, Optimization, and Modelling in the Technological Age, IGI Global Publisher, 2015.
  • Chief editor of the Research Handbook "Software Reuse in Cloud Computing Era", IGI Globle Publisher.
  • Guest editor of a special issue "software evolution in cloud era" for the Journal of Computers.
  • Chief editor of the research handbook by IGI Global publisher, "Advanced Design Approaches to Emerging Software Systems: Principles, Methodology and Tools"
  • Member of Editorial Board of International Journal of Computer and Software Engineering ISSN 2153-8395, Graphy Publications.
  • Editorial board member of Journal of Software
  • Member of Editorial Board of Journal of Computers (JCP, ISSN 1796-203), Academy Publisher.
  • Member of Editorial Board of International Journal of Software Architecture (Online) ISSN 2153-8409; (CD-ROM) ISSN 2153-8425

 

Fellowships and Awards

  • 2021 winner of the IEEE Consumer Technology Society Chester Sall Award for the First Place Transactions Award for best paper in the IEEE Transactions on Consumer Electronics: “Low-Complexity Non-Intrusive Load Monitoring Using Unsupervised Learning and Generalized Appliance Models” Qi Liu Kondwani Michael Kamoto Xiaodong Liu Mingxu Sun Nigel Linge, Transactions on Consumer Electronics, volume 65(1), Feb. 2019
  • Springer's IJAC Outstanding Reviewers Award in 2017
  • The FlexiCAGE project and its spin-out won "Highly Commended" award of IET Innovation Awards for Edinburgh Napier University (as entry)
  • 6 best papers awards in established international conferences, e.g. in International Conference on Advanced Software Engineering and Application (ASEA'09) and in the 2nd International Conference on Cloud Computing and Security.

 

Grant Reviewer

  • Invited grant reviewer by Natural Research Foundation of South Africa
  • Member of EPSRC Peer Review Associate College, starting from September 2016
  • Horizon 2020 Grant Evaluator
  • Reviewer of EPSRC research funding council

 

Invited Speaker

  • Plenary keynotes speaker for 2nd International Conference on Computing, Networks and Internet of Things (CNIOT 2021) , Beijing, China, May 2021,
  • Invited keynote speech at the 5th International Conference on Computer and Communication Systems (ICCCS 2020), Shanghai, China, May 2020
  • Plenary Keynotes Speaker for the 3rd International Conference on Algorithms, Computing and Artificial Intelligence (ACAI 2020), Sanya, China, December 2020
  • Keynote Speech at the International Conference on Emerging Applications and Technologies for Industry 4.0 (EATI'2020) , Uyo, Nigeria, August 2020
  • Research seminar on Cyber Physical Systems at Technische Universität Wien
  • Keynote speech at the 6th International Conference on Geo-Spatial Knowledge and Intelligence (GSKI), Wuhan, China, December 2018
  • Invited Keynote Speech at the 7th International Conference on Computer Engineering and Networks (CENet), Shanghai, China, July 2017
  • Invited Panellist on IEEE Young Professional Panel on Internet of Things
  • Key presenter and contributor at SICSA Honours Project Forum across Scotland universities
  • Research seminar on cloud migration to Irish Centre for Cloud Computing and Commerce (IC4) and School of Computing, Dublin City University
  • Keynote speaker at the 6th IEEE International Workshop on Service Science & Systems (SSS’13), Kyoto, Japan
  • Invited research seminar on green software architecture, School of Software, Tsinghua University, China
  • Presentation on international research collaboration at Royal Society Edinburgh to the delegates of RSE/NSFC collaboration visit including the President of RSE and the China NSFC Vice-President
  • Invited research seminar on context-active pervasive system to Yunnan University of Finance and Economics, China
  • Key presenter and contributor at SICSA Honours Project Forum across Scotland universities
  • Invited seminar on cloud architecture evolution, School of Computing, North China University of technology, Beijing

 

Media Activity

  • Disseminating CAR project at 2018 MCAA (MARIE CURIE ALUMNI ASSOCIATION) Conference, University of Leuven, Belgium
  • Disseminating the CAR approach and building research networks at the EuroScience Open Forum, Toulouse, France, July 2018
  • Exhibition at H2020's Explorthon 2017: Demonstration at Explorathon for public engagement of the CAR results - demo and slides prepared, exhibition done at the Whale Arts centre, Edinburgh, UK
  • Exhibition of CAR project in DemoFest 2017, Dynamic Earth, Edinburgh, UK
  • Exhibition of Cognitive Internet of Everythings project at DemoFest 2017
  • Invited talk and show on CAR project at 2017 MCAA (MARIE CURIE ALUMNI ASSOCIATION) Conference, University of Salamanca, Spain, which looks for communication, social recognition and further academic exchange.
  • Exhibition of MONGO (Mobile Cloud Green Architecture) at the SICSA and ScotlandIS co-event DEMOfest, Glasgow, November 2016.
  • Exhibition of GRAPE (Green Adaptive Pervasive Environment) at CENSIS the 3rd Technology Summit and Conference, Glasgow, October 2016.
  • Created a response report to the Horizon 2020 Consultation organised by the Scottish Funding Council’s Research and Knowledge Exchange Committee, covering the prioritization of the sustainable development goals, funding themes and call methods, and links with national funding.
  • Invited and created an Evaluation Report to the EU MSCA consultation on the process, criteria, and future calls of Marie Skłodowska Curie actions in H2020.
  • Invited by the EU’s Director General of Directorate General for Research & Innovation, participated and contributed to the EU H2020 Beneficiary’s public stakeholder consultation in the context of the interim evaluation of Horizon 2020.
  • Exhibition of OCSO prototype - Off-the-cloud service optimization for green efficient services, at DEMOfest, Glasgow.
  • Exhibition of TARGO prototype: Transition and Reallocation Based Green Optimization for Cloud VMs, at DEMOfest, Edinburgh.
  • Presentation on international joint research project "Modelling and Evolution of Service Architecture and Its Reliability in Clouds" at Royal Society Edinburgh to the delegates of RSE/NSFC collaboration visit including the President of RSE and the China NSFC Vice-President
  • 2 research handbooks edited by me have been selected by universities as textbooks by their libraries and course instructors, e.g., in Japan, Australia, USA and China.
  • Exhibition of APTO prototype: MDD-based Generic Framework for Context-aware Deeply Adaptive Services, at DEMOfest, Edinburgh.
  • External research seminars and talks on related projects work, delivered at Tsinghua University, Irish Centre for Cloud Computing and Commerce (IC4) and the Dublin City University, Beijing University of Technologies, and Yunnan University of Finance and Economics.
  • Flexicage is listed at http://www.spinoutsuk.co.uk/listings/company-listings/Default.aspx which is a major new survey and online database of UK university commercialisation.
  • The spin-out Flexicage Ltd was featured as the drive to market for a technical breakthrough in efficient software development in the Insider Magazine: Scotland’s innovators (Scottish Business Insider, March 2010).
  • Xiaodong won Exhibition at Connect Scotland to showcase FlexiCAGE work: prototype and IPs
  • Various exhibitions and seminars on FlexiCAGE tool and business at ConnectScotland, Angel Investment Networks (London), Informatics Ventures, and HUAWEI Corp.
  • The news of the initial Proof of Concept project “SAGA Bench” was presented to the press by Dr. Liu and appeared in Edinburgh Evening News.

 

Membership of Professional Body

  • Member of ACM (Association for Computing Machinery)
  • IEEE Senior Member
  • Fellow of Higher Education Academy (HEA)
  • Member of SICSA, - the Scottish Informatics & Computer Science Alliance
  • Member of the British Computer Society
  • Member of NESSI – Networked European Software & Services Initiative
  • Member of IEEE Computer Society

 

Public/Community Engagement

  • Exhibition of Semantic IoT Data Model at DEMOfest, Dynamic Earth, Edinburgh, October 2019
  • Visiting British Telecom OpenReach at Cambridge, to disseminating CAR project results, June 2018
  • Visiting Itron collaborator at Ipswich UK, to disseminating CAR project results, June 2018
  • Invited to attend the China (Jinan) Overseas High-level Talents Innovation and Entrepreneurship Competition, and awarded the Third Prize from 96 contestants, Jinan, China, July 2018
  • Invited to attend and present the CAR work in EUrope Chinese MicroElectronics Forum (EUCME), Hangzhou, China, 16 November 2018
  • Poster and talks at the industrial event Hangzhou International Talent Exchange and Cooperation Conference, Hangzhou International Expo Centre, China, 10-12 November 2018
  • Demonstration of the CAR project prototype at the EU sponsored Explorathon for public engagement of the CAR results - Cafe Science, demo, poster and public talk, Royal Botanic Garden, Edinburgh, UK, 28 September 2018

 

Research Degree External Examining

  • PhD external examiner at University of Portsmouth
  • PhD external examination at Liverpool John Moores University
  • PhD external examiner at Bath Spa University
  • PhD external examiner at University of Portsmouth
  • PhD examiner at Robert Gordon University
  • MPhil examination at Durban University of Technology, South Africa
  • PhD external examiner at De Montfort University
  • PhD external examiner at De Montfort University
  • PhD external examiner at University of Portsmouth.
  • PhD external examiner at De Montford University

 

Reviewing

  • Invited Reviewer by Pearson's senior commissioning editor, on book "Projects in Computing and Information Systems: A Student Guide" by Christian Dawson, 3rd edition
  • Regular Reviewer of International Journals: IEEE Computer Society’s Computer Journal, Elsevier’s Journal of Systems and Software, Elsevier’s Future Generation Computer Systems, IEEE Intelligent Systems, IEEE Transactions on Service Computing, IEEE Access, IASTED International Journal of Computer and Application, InderScience International Journal of Computer Applications in Technology.

 

Spin-outs and Licences

  • In Nov 2008, Edinburgh Napier University successfully established a spin out company, FlexiCAGE Ltd, as the vehicle to commercialise a new component adaptation technology. The project had been developed with funding support from Scottish Enterprise under its Proof of Concept programme, followed by a further PRP grant. Based on successful diligence assessments, the project had been awarded a SMART Award and then a R&D grant from Scottish Enterprise, from 2009 to 2011. Xiaodong Liu was the director of FlexiCAGE Ltd and the PI of its precedent projects. Patents had been registered in the UK, USA and at International Level.

 

Date


140 results

A Control and Posture Recognition Strategy for Upper-Limb Rehabilitation of Stroke Patients

Journal Article
Yu, X., Xiao, B., Tian, Y., Wu, Z., Liu, Q., Wang, J., …Liu, X. (2021)
A Control and Posture Recognition Strategy for Upper-Limb Rehabilitation of Stroke Patients. Wireless Communications and Mobile Computing, 2021, https://doi.org/10.1155/2021/6630492
At present, the study of upper-limb posture recognition is still in the primary stage; due to the diversity of the objective environment and the complexity of the human body p...

A hybrid CNN-LSTM model for predicting PM2.5 in Beijing based on spatiotemporal correlation

Journal Article
Ding, C., Wang, G., Zhang, X., Liu, Q., & Liu, X. (in press)
A hybrid CNN-LSTM model for predicting PM2.5 in Beijing based on spatiotemporal correlation. Environmental and Ecological Statistics, https://doi.org/10.1007/s10651-021-00501-8
Long-term exposure to air environments full of suspended particles, especially PM2.5, would seriously damage people's health and life (i.e., respiratory diseases and lung canc...

A fully connected deep learning approach to upper limb gesture recognition in a secure FES rehabilitation environment

Journal Article
Liu, Q., Wu, X., Jiang, Y., Liu, X., Zhang, Y., Xu, X., & Qi, L. (2021)
A fully connected deep learning approach to upper limb gesture recognition in a secure FES rehabilitation environment. International Journal of Intelligent Systems, 36(5), 2387-2411. https://doi.org/10.1002/int.22383
Stroke is one of the leading causes of death and disability in the world. The rehabilitation of Patients' limb functions has great medical value, for example, the therapy of f...

A renewable energy forecasting and control approach to secured edge-level efficiency in a distributed micro-grid

Journal Article
Anaadumba, R., Liu, Q., Marah, B. D., Nakoty, F. M., Liu, X., & Zhang, Y. (2021)
A renewable energy forecasting and control approach to secured edge-level efficiency in a distributed micro-grid. Cybersecurity, 4, https://doi.org/10.1186/s42400-020-00065-3
Energy forecasting using Renewable energy sources (RESs) is gradually gaining weight in the research field due to the benefits it presents to the modern-day environment. Not o...

A Sensory Similarities Approach to Load Disaggregation of Charging Stations in Internet of Electric Vehicles

Journal Article
Liu, Q., Kamoto, K. M., Liu, X., Zhang, Y., Yang, Z., Khosravi, M. R., …Qi, L. (in press)
A Sensory Similarities Approach to Load Disaggregation of Charging Stations in Internet of Electric Vehicles. IEEE Sensors Journal, https://doi.org/10.1109/jsen.2020.3027684
Intelligent transportation systems (ITSs) have become popular in recent years as an essential requirement for safer and more efficient transportation systems. Internet of Elec...

A Fast Classification Approach to Upper-Limb Posture Recognition

Conference Proceeding
Wu, X., Jiang, Y., Liu, Q., Wu, H., & Liu, X. (in press)
A Fast Classification Approach to Upper-Limb Posture Recognition

A secure edge monitoring approach to unsupervised energy disaggregation using mean shift algorithm in residential buildings

Journal Article
Liu, Q., Nakoty, F. M., Wu, X., Anaadumba, R., Liu, X., Zhang, Y., & Qi, L. (2020)
A secure edge monitoring approach to unsupervised energy disaggregation using mean shift algorithm in residential buildings. Computer Communications, 162, 187-195. https://doi.org/10.1016/j.comcom.2020.08.024
Compared to Intrusive Load Monitoring which uses smart power meters at each level to be monitored, Non-Intrusive Load Monitoring (NILM) is an ingenious way that relies on sign...

Near-Data Prediction Based Speculative Optimization in a Distribution Environment

Journal Article
Liu, Q., Wu, X., Liu, X., Zhang, Y., & Hu, Y. (in press)
Near-Data Prediction Based Speculative Optimization in a Distribution Environment. Mobile Networks and Applications,

TRUSTD: Combat Fake Content using Blockchain and Collective Signature Technologies

Conference Proceeding
Jaroucheh, Z., Alissa, M., Buchanan, W. J., & Liu, X. (2020)
TRUSTD: Combat Fake Content using Blockchain and Collective Signature Technologies. In 2020 IEEE 44th Annual Computers, Software, and Applications Conference (COMPSAC 2020). , (1215-1220
The growing trend of sharing news/contents, through social media platforms and the World Wide Web has been seen to impact our perception of the truth, altering our views about...

Monthly Precipitation Forecasts Using Wavelet Neural Networks Models in a Semiarid Environment

Journal Article
Estévez, J., Bellido-Jiménez, J. A., Liu, X., & García-Marín, A. P. (2020)
Monthly Precipitation Forecasts Using Wavelet Neural Networks Models in a Semiarid Environment. Water, 12(7), https://doi.org/10.3390/w12071909
Accurate forecast of hydrological data such as precipitation is critical in order to provide useful information for water resources management, playing a key role in different...

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