Xiaodong Liu

Orcid: 0000-0002-7612-9981

Affiliations:
  • Edinburgh Napier University, School of Computing, Edinburgh, UK
  • De Montfort University, Leicester, UK (PhD 1999)


According to our database1, Xiaodong Liu authored at least 126 papers between 2003 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Online presence:

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Bibliography

2024
PMNet: a multi-branch and multi-scale semantic segmentation approach to water extraction from high-resolution remote sensing images with edge-cloud computing.
J. Cloud Comput., December, 2024

DenMerD: a feature enhanced approach to radar beam blockage correction with edge-cloud computing.
J. Cloud Comput., December, 2024

An Entity Ontology-Based Knowledge Graph Embedding Approach to News Credibility Assessment.
IEEE Trans. Comput. Soc. Syst., August, 2024

A spatio-temporal graph convolutional approach to real-time load forecasting in an edge-enabled distributed Internet of Smart Grids energy system.
Concurr. Comput. Pract. Exp., June, 2024

Neurosymbolic Learning in the XAI Framework for Enhanced Cyberattack Detection with Expert Knowledge Integration.
Proceedings of the ICT Systems Security and Privacy Protection, 2024

High Intensity Radar Echo Extrapolation Based on Stacked Generative Structure.
Proceedings of the 24th IEEE International Conference on Software Quality, 2024

2023
A Multi-Swarm PSO Approach to Large-Scale Task Scheduling in a Sustainable Supply Chain Datacenter.
IEEE Trans. Green Commun. Netw., December, 2023

A cloud-based Bi-directional LSTM approach to grid-connected solar PV energy forecasting for multi-energy systems.
Sustain. Comput. Informatics Syst., December, 2023

Explainable AI-Based DDOS Attack Identification Method for IoT Networks.
Comput., February, 2023

CFNet: An Eigenvalue Preserved Approach to Multiscale Building Segmentation in High-Resolution Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

A survey of intelligent load monitoring in IoT-enabled distributed smart grids.
Int. J. Ad Hoc Ubiquitous Comput., 2023

Deep Vision in Analysis and Recognition of Radar Data: Achievements, Advancements and Challenges.
CoRR, 2023

Enhancing Grid-Connected PV System Performance: Loss Analysis and Efficiency Improvement Strategies.
Proceedings of the 23rd IEEE International Conference on Software Quality, 2023

Emotion Recognition on Social Media Using Natural Language Processing (NLP) Techniques.
Proceedings of the 2023 6th International Conference on Information Science and Systems, 2023

Utilizing the Ensemble Learning and XAI for Performance Improvements in IoT Network Attack Detection.
Proceedings of the Computer Security. ESORICS 2023 International Workshops, 2023

An Improved Deep Learning-Based Approach to Urban Weather Radar Echo Extrapolation.
Proceedings of the IEEE Intl Conf on Dependable, 2023

A Real-Time Load Forecasting Approach Based on Graph Convolution Neural Network in a Distributed IoT Energy System.
Proceedings of the IEEE Intl Conf on Dependable, 2023

A Generative Adversarial Model for Weather Radar Echo Extrapolation based on Cycle Generation Structure.
Proceedings of the IEEE Intl Conf on Dependable, 2023

Towards Improving Accessibility of Web Auditing with Google Lighthouse.
Proceedings of the 47th IEEE Annual Computers, Software, and Applications Conference, 2023

Chain-of-Skills: A Configurable Model for Open-Domain Question Answering.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022
Near-data Prediction Based Speculative Optimization in a Distribution Environment.
Mob. Networks Appl., December, 2022

An edge-assisted cloud framework using a residual concatenate FCN approach to beam correction in the internet of weather radars.
World Wide Web, 2022

SSDBN: A Single-Side Dual-Branch Network with Encoder-Decoder for Building Extraction.
Remote. Sens., 2022

Improving wireless indoor non-intrusive load disaggregation using attention-based deep learning networks.
Phys. Commun., 2022

High Resolution Remote Sensing Water Image Segmentation Based on Dual Branch Network.
Proceedings of the IEEE Intl. Conf. on Dependable, 2022

An Improved LSTM-based Method Capturing Temporal Correlations and Using Attention Mechanism for Radar Echo Extrapolation.
Proceedings of the IEEE Intl. Conf. on Dependable, 2022

An Input Sampling Scheme to Radar Echo Extrapolation For RNN-Based Models.
Proceedings of the IEEE Intl. Conf. on Dependable, 2022

Dense-FCN: A Deep Learning Approach for Weather Radar Beam Blockage Correction.
Proceedings of the IEEE Intl. Conf. on Dependable, 2022

A Precipitation Prediction Method Based on UNet and Attention Mechanism.
Proceedings of the IEEE Intl. Conf. on Dependable, 2022

PUNet: Convolutional Networks based on Parallel Feature Fusion.
Proceedings of the IEEE Intl. Conf. on Dependable, 2022

A BiLSTM-CRF Based Approach to Word Segmentation in Chinese.
Proceedings of the IEEE Intl. Conf. on Dependable, 2022

A Load Forecasting Approach Based on Graph Convolution Neural Network.
Proceedings of the IEEE Intl. Conf. on Dependable, 2022

Emerging Simulation Frameworks for Analyzing Smart Grid Cyberattack: A Literature Review.
Proceedings of the IEEE Intl. Conf. on Dependable, 2022

Explainable AI and Deep Autoencoders Based Security Framework for IoT Network Attack Certainty (Extended Abstract).
Proceedings of the Attacks and Defenses for the Internet-of-Things, 2022

2021
A Control and Posture Recognition Strategy for Upper-Limb Rehabilitation of Stroke Patients.
Wirel. Commun. Mob. Comput., 2021

A Survey of Semantic Construction and Application of Satellite Remote Sensing Images and Data.
J. Organ. End User Comput., 2021

A fully connected deep learning approach to upper limb gesture recognition in a secure FES rehabilitation environment.
Int. J. Intell. Syst., 2021

RSST-ARGM: a data-driven approach to long-term sea surface temperature prediction.
EURASIP J. Wirel. Commun. Netw., 2021

A renewable energy forecasting and control approach to secured edge-level efficiency in a distributed micro-grid.
Cybersecur., 2021

Programming Languages: A Usage-based Statistical Analysis and Visualization.
Proceedings of the ICISS 2021: The 4th International Conference on Information Science and Systems, 2021

Blockchain-based identity and authentication scheme for MQTT protocol.
Proceedings of the ICBCT '21: The 3rd International Conference on Blockchain Technology, 2021

Intelligent Question Answering System Based on Knowledge Graph.
Proceedings of the 2021 IEEE 23rd Int Conf on High Performance Computing & Communications; 7th Int Conf on Data Science & Systems; 19th Int Conf on Smart City; 7th Int Conf on Dependability in Sensor, 2021

Improving Domestic NILM Using An Attention-Enabled Seq2Point Learning Approach.
Proceedings of the IEEE Intl Conf on Dependable, 2021

An Intelligent Method for Upper Limb Posture Recognition Based on Limited MEMS Data.
Proceedings of the IEEE Intl Conf on Dependable, 2021

A FCN Approach to Blockage Correction in Radars.
Proceedings of the IEEE Intl Conf on Dependable, 2021

A Lightweight FCNN-Driven Approach to Concrete Composition Extraction in a Distributed Environment.
Proceedings of the Cloud Computing - 11th EAI International Conference, 2021

Architecting Green Mobile Cloud Apps: Key Considerations for Implementation and Evaluation of Mobile Cloud Apps.
Proceedings of the Software Sustainability, 2021

2020
A secure edge monitoring approach to unsupervised energy disaggregation using mean shift algorithm in residential buildings.
Comput. Commun., 2020

An Adaptive Kalman Filtering Approach to Sensing and Predicting Air Quality Index Values.
IEEE Access, 2020

A Fast Classification Approach to Upper-Limb Posture Recognition.
Proceedings of the 2020 International Conferences on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2020

TRUSTD: Combat Fake Content using Blockchain and Collective Signature Technologies.
Proceedings of the 44th IEEE Annual Computers, Software, and Applications Conference, 2020

2019
Low-Complexity Non-Intrusive Load Monitoring Using Unsupervised Learning and Generalized Appliance Models.
IEEE Trans. Consumer Electron., 2019

Outlier detection of time series with a novel hybrid method in cloud computing.
Int. J. High Perform. Comput. Netw., 2019

Non-intrusive load monitoring and its challenges in a NILM system framework.
Int. J. High Perform. Comput. Netw., 2019

A survey on rainfall forecasting using artificial neural network.
Int. J. Embed. Syst., 2019

A Survey on Demand-Response in HEMS: Algorithm Types, Objectives and Constraints.
Proceedings of the 2019 IEEE SmartWorld, 2019

Intelligent Algorithms in Home Energy Management Systems: A Survey.
Proceedings of the 2019 IEEE SmartWorld, 2019

An Approach to Deep Learning Service Provision with Elastic Remote Interfaces.
Proceedings of the Artificial Intelligence and Security - 5th International Conference, 2019

Analysis of the Efficiency-Energy with Regression and Classification in Household Using K-NN.
Proceedings of the Artificial Intelligence and Security - 5th International Conference, 2019

A Survey of Simulators for Home Energy Management: System Architecture, Intelligence, UI and Efficiency.
Proceedings of the Artificial Intelligence and Security - 5th International Conference, 2019

Semantic Stream Management Framework for Data Consistency in Smart Spaces.
Proceedings of the 43rd IEEE Annual Computer Software and Applications Conference, 2019

2018
A Classification and Comparison Framework for Cloud Service Brokerage Architectures.
IEEE Trans. Cloud Comput., 2018

DR-Net: A Novel Generative Adversarial Network for Single Image Deraining.
Secur. Commun. Networks, 2018

A virtual uneven grid-based routing protocol for mobile sink-based WSNs in a smart home system.
Pers. Ubiquitous Comput., 2018

Special issue on software engineering technology and applications.
J. Syst. Softw., 2018

CACA-UAN: a context-aware communication approach to efficient and reliable underwater acoustic sensor networks.
Int. J. Sens. Networks, 2018

Home appliances classification based on multi-feature using ELM.
Int. J. Sens. Networks, 2018

A method for electric load data verification and repair in home environment.
Int. J. Embed. Syst., 2018

A Self-organizing LSTM-Based Approach to PM2.5 Forecast.
Proceedings of the Cloud Computing and Security - 4th International Conference, 2018

Appliance Recognition Based on Continuous Quadratic Programming.
Proceedings of the Cloud Computing and Security - 4th International Conference, 2018

Towards Modelling and Reasoning About Uncertain Data of Sensor Measurements for Decision Support in Smart Spaces.
Proceedings of the 2018 IEEE 42nd Annual Computer Software and Applications Conference, 2018

2017
BEFTIGRE: Behaviour-driven full-tier green evaluation of mobile cloud applications.
J. Softw. Evol. Process., 2017

An Adaptively Speculative Execution Strategy Based on Real-Time Resource Awareness in a Multi-Job Heterogeneous Environment.
KSII Trans. Internet Inf. Syst., 2017

Grid routing: an energy-efficient routing protocol for WSNs with single mobile sink.
Int. J. Sens. Networks, 2017

Home automation: HMM based fuzzy rule engine for Ambient intelligent smart space.
Proceedings of the 29th International Conference on Software Engineering and Knowledge Engineering, 2017

A Cognitive-IoE Approach to Ambient-intelligent Smart Home.
Proceedings of the 2nd International Conference on Internet of Things, 2017

Single Appliance Recognition Using Statistical Features Based k-NN Classification.
Proceedings of the Cloud Computing and Security - Third International Conference, 2017

An Energy-Efficiency Routing Scheme Based on Clusters with a Mobile Sink for WSNs.
Proceedings of the Cloud Computing and Security - Third International Conference, 2017

Power Consuming Activity Recognition in Home Environment.
Proceedings of the Cloud Computing and Security - Third International Conference, 2017

A Virtual Grid-Based Routing Protocol for Mobile Sink-Based WSNs.
Proceedings of the Cloud Computing and Security - Third International Conference, 2017

Unsupervised Energy Disaggregation of Home Appliances.
Proceedings of the Cloud Computing and Security - Third International Conference, 2017

An Optimized Speculative Execution Strategy Based on Local Data Prediction in a Heterogeneous Hadoop Environment.
Proceedings of the 2017 IEEE International Conference on Computational Science and Engineering, 2017

2016
An adaptive approach to better load balancing in a consumer-centric cloud environment.
IEEE Trans. Consumer Electron., 2016

Estimation Accuracy on Execution Time of Run-Time Tasks in a Heterogeneous Distributed Environment.
Sensors, 2016

A speculative approach to spatial-temporal efficiency with multi-objective optimization in a heterogeneous cloud environment.
Secur. Commun. Networks, 2016

An agility-oriented and fuzziness-embedded semantic model for collaborative cloud service search, retrieval and recommendation.
Future Gener. Comput. Syst., 2016

An Introduction of Non-intrusive Load Monitoring and Its Challenges in System Framework.
Proceedings of the Cloud Computing and Security - Second International Conference, 2016

A Survey of Speculative Execution Strategy in MapReduce.
Proceedings of the Cloud Computing and Security - Second International Conference, 2016

CACA-UAN: A Context-Aware Communication Approach Based on the Underwater Acoustic Sensor Network.
Proceedings of the Cloud Computing and Security - Second International Conference, 2016

Pricing Ontology for Task-Oriented Cloud Sourcing.
Proceedings of the 4th IEEE International Conference on Future Internet of Things and Cloud, 2016

A Coordination-Based Brokerage Architecture for Multi-cloud Resource Markets.
Proceedings of the 4th IEEE International Conference on Future Internet of Things and Cloud Workshops, 2016

Classification Algorithms for Privacy Preserving in Data Mining: A Survey.
Proceedings of the Advances in Computer Science and Ubiquitous Computing, 2016

DEEPC: Dynamic Energy Profiling of Components.
Proceedings of the 40th IEEE Annual Computer Software and Applications Conference, 2016

Message from the SETA Organizing Committee.
Proceedings of the 40th IEEE Annual Computer Software and Applications Conference, 2016

A Task Orientated Requirements Ontology for Cloud Computing Services.
Proceedings of the CLOSER 2016, 2016

2015
An approach to unified cloud service access, manipulation and dynamic orchestration via semantic cloud service operation specification framework.
J. Cloud Comput., 2015

2014
OCSO: Off-the-cloud service optimization for green efficient service resource utilization.
J. Cloud Comput., 2014

Requirements model driven adaption and evolution of Internetware.
Sci. China Inf. Sci., 2014

An Aspect Oriented Model for Software Energy Efficiency in Decentralised Servers.
Proceedings of the ICT for Sustainability 2014 (ICT4S-14), 2014

Cloud Migration Patterns: A Multi-cloud Service Architecture Perspective.
Proceedings of the Service-Oriented Computing - ICSOC 2014 Workshops, 2014

Critical Evaluation on jClouds and Cloudify Abstract APIs against EC2, Azure and HP-Cloud.
Proceedings of the IEEE 38th Annual Computer Software and Applications Conference, 2014

2013
Cloud Migration for SMEs in a Service Oriented Approach.
Proceedings of the IEEE 37th Annual Computer Software and Applications Conference, 2013

Pricing Intelligence as a Service for Cloud Computing.
Proceedings of the IEEE 5th International Conference on Cloud Computing Technology and Science, 2013

2012
An approach to domain-based scalable context management architecture in pervasive environments.
Pers. Ubiquitous Comput., 2012

Evolution for the sustainability of internetware.
Proceedings of the Fourth Asia-Pacific Symposium on Internetware, 2012

2011
Recognize contextual situation in pervasive environments using process mining techniques.
J. Ambient Intell. Humaniz. Comput., 2011

2010
Mapping Features to Context Information: Supporting Context Variability for Context-Aware Pervasive Applications.
Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence, 2010

A Model-driven Approach to Flexible Multi-Level Customization of SaaS Applications.
Proceedings of the 22nd International Conference on Software Engineering & Knowledge Engineering (SEKE'2010), Redwood City, San Francisco Bay, CA, USA, July 1, 2010

Apto: A MDD-Based Generic Framework for Context-Aware Deeply Adaptive Service-Based Processes.
Proceedings of the IEEE International Conference on Web Services, 2010

CANDEL: Product Line Based Dynamic Context Management for Pervasive Applications.
Proceedings of the CISIS 2010, 2010

2009
A Multiple Viewed Interrelated Ontology Model for Holistic Component Specification and Retrieval.
Proceedings of the Advances in Software Engineering, 2009

A Perspective on Middleware-Oriented Context-Aware Pervasive Systems.
Proceedings of the 33rd Annual IEEE International Computer Software and Applications Conference, 2009

2008
Automated responsive web service evolution through generative aspect-oriented component adaptation.
Int. J. Comput. Appl. Technol., 2008

Generative aspect-oriented component adaptation.
IET Softw., 2008

A Sustainable Service-Oriented B2C Framework for Small Businesses.
Proceedings of the Fourth IEEE International Symposium on Service-Oriented System Engineering, 2008

BINDIS 2008 Workshop Organization.
Proceedings of the 32nd Annual IEEE International Computer Software and Applications Conference, 2008

Message from the BINDIS 2008 Workshop Organizers.
Proceedings of the 32nd Annual IEEE International Computer Software and Applications Conference, 2008

2007
Smooth Quality Oriented Component Integration through Product Line Based Aspect-Oriented Component Adaptation.
Proceedings of the Nineteenth International Conference on Software Engineering & Knowledge Engineering (SEKE'2007), 2007

Quality Metrics for Internet Applications: Developing "New" from "Old".
Proceedings of the 31st Annual International Computer Software and Applications Conference, 2007

A product line based aspect-oriented generative unit testing approach to building quality components.
Proceedings of the 31st Annual International Computer Software and Applications Conference, 2007

2006
Achieving Smooth Component Integration with Generative Aspects and Component Adaptation.
Proceedings of the Reuse of Off-the-Shelf Components, 2006

Mining and Sharing Heterogeneous E-Marketing Intelligence - A Universal Metadata-Based Approach.
Proceedings of the First International Conference on Innovative Computing, Information and Control (ICICIC 2006), 30 August, 2006

Achieving Dependable Component-Based Systems Through Generative Aspect Oriented Component Adaptation.
Proceedings of the 30th Annual International Computer Software and Applications Conference, 2006

2005
Achieving seamless component composition through scenario-based deep adaptation and generation.
Sci. Comput. Program., 2005

2004
Scenario Based Generative Component Adaptation in .NET Framework.
Proceedings of the 2004 IEEE International Conference on Information Reuse and Integration, 2004

2003
Facilitating Reuse in Database Applications with Scenario-base Component Adaptation and Generation.
Proceedings of the 2003 IEEE International Conference on Information Reuse and Integration, 2003


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