Qi Liu

Orcid: 0000-0002-8485-3582

Affiliations:
  • Nanjing University of Information Science and Technology, School of Software, Nanjing, China
  • Edinburgh Napier University, School of Computer, Edinburgh, UK (since 2016 - 2023)
  • Nanjing University of Information Science and Technology, School of Computer and Software, Jiangsu Engineering Center of Network Monitoring, China (since 2011)
  • University of Salford, UK (PhD 2010)


According to our database1, Qi Liu authored at least 122 papers between 2008 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

Potential Game Based Distributed IoV Service Offloading With Graph Attention Networks in Mobile Edge Computing.
IEEE Trans. Intell. Transp. Syst., September, 2024

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

Multi-objective resource allocation in mobile edge computing using PAES for Internet of Things.
Wirel. Networks, July, 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

DSNet: Double Strand Robotic Grasp Detection Network Based on Cross Attention.
IEEE Robotics Autom. Lett., May, 2024

An Improvement Multitask Transformer Network for Dual-Polarization Radar Extrapolation.
IEEE Trans. Geosci. Remote. Sens., 2024

An Improved Deep-Learning-Based Precipitation Estimation Algorithm Using Multitemporal GOES-16 Images.
IEEE Trans. Geosci. Remote. Sens., 2024

FSC-USNet: Fractional Snow Cover Retrieval on the Tibetan Plateau by Integrating Improved Attention Mechanisms.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 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

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

Fitting and Peak Searching of Spectrum for Fourier Transform Infrared Spectrometer.
Proceedings of the 23rd IEEE International Conference on Software Quality, 2023

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

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

Privacy-aware Data Fusion and Prediction for Smart City Services in Edge Computing Environment.
Proceedings of the 2022 IEEE International Conferences on Internet of Things (iThings) and IEEE Green Computing & Communications (GreenCom) and IEEE Cyber, 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 Recent Review of NILM Framework: Development and Challenges.
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

2021
Nonintrusive Load Management Based on Distributed Edge and Secure Key Agreement.
Wirel. Commun. Mob. Comput., 2021

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

Secure Authentication in Cloud Big Data with Hierarchical Attribute Authorization Structure.
IEEE Trans. Big Data, 2021

Downscaling Snow Depth Mapping by Fusion of Microwave and Optical Remote-Sensing Data Based on Deep Learning.
Remote. Sens., 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

Ultra-reliable secure data aggregation scheme with low latency for isolated terminals in 5G and beyond defined STINs.
Comput. Stand. Interfaces, 2021

Computation Offloading and Resource Management for Energy and Cost Trade-Offs with Deep Reinforcement Learning in Mobile Edge Computing.
Proceedings of the Service-Oriented Computing - 19th International Conference, 2021

An Improved Bi-LSTM Model for Entity Extraction of Intellectual Property Using Complex 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

Microgrid Forecasting Using Multiple Deep learning Models.
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

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

Privacy-Preserving Smart Road Pricing System in Smart Cities.
Proceedings of the IEEE Conference on Dependable and Secure Computing, 2021

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

Task Scheduling Based on Multi-level Hashing and HRRN in cloud computing.
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

Load Quality Analysis and Forecasting for Power Data Set on Cloud Platform.
Proceedings of the Cloud Computing - 11th EAI International Conference, 2021

2020
Moving centroid based routing protocol for incompletely predictable cyber devices in Cyber-Physical-Social Distributed Systems.
Future Gener. Comput. Syst., 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 Free Placement Approach to Upper-Limb Tracking Using Inertial Sensors.
Proceedings of the 2020 International Conferences on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 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

Multi-objective Cross-layer Resource Scheduling for Internet of Things in Edge-Cloud Computing.
Proceedings of the 13th IEEE International Conference on Cloud Computing, 2020

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

Incremental semi-supervised learning on streaming data.
Pattern Recognit., 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

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

2018
Identity-Based Fast Authentication Scheme for Smart Mobile Devices in Body Area Networks.
Wirel. Commun. Mob. Comput., 2018

A Novel Security Scheme Based on Instant Encrypted Transmission for Internet of Things.
Secur. Commun. Networks, 2018

Cloud Based Data Protection in Anonymously Controlled SDN.
Secur. Commun. Networks, 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

Implicit authentication protocol and self-healing key management for WBANs.
Multim. Tools Appl., 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 lightweight multi-layer authentication protocol for wireless body area networks.
Future Gener. Comput. Syst., 2018

A Novel Authentication Protocol with Tree-based Signature for Green Cloud Computing.
Proceedings of the 2018 International Conference on Computing, 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

A Survey of Machine Learning-Based Resource Scheduling Algorithms in Cloud Computing Environment.
Proceedings of the Cloud Computing and Security - 4th International Conference, 2018

Monitoring Home Energy Usage Using an Unsupervised NILM Algorithm Based on Entropy Index Constraints Competitive Agglomeration (EICCA).
Proceedings of the Cloud Computing and Security - 4th International Conference, 2018

A Hybrid Resource Scheduling Strategy in Speculative Execution Based on Non-cooperative Game Theory.
Proceedings of the Cloud Computing and Security - 4th International Conference, 2018

2017
A secure cloud-assisted urban data sharing framework for ubiquitous-cities.
Pervasive Mob. Comput., 2017

An Enhanced Cloud Data Storage Auditing Protocol Providing Strong Security and Efficiency for Smart City.
J. Inf. Sci. Eng., 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

Data-Sparsity Tolerant Web Service Recommendation Approach Based on Improved Collaborative Filtering.
IEICE Trans. Inf. Syst., 2017

S-SurF: An Enhanced Secure Bulk Data Dissemination in Wireless Sensor Networks.
Proceedings of the Security, Privacy, and Anonymity in Computation, Communication, and Storage, 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

Effective and Efficient Image Copy Detection with Resistance to Arbitrary Rotation.
IEICE Trans. Inf. Syst., 2016

A load-balancing approach based on modified K-ELM and NSGA-II in a heterogeneous cloud environment.
Proceedings of the IEEE International Conference on Consumer Electronics, 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

A Secure System Framework for an Agricultural IoT Application.
Proceedings of the Advances in Computer Science and Ubiquitous Computing, 2016

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

2015
Air Temperature Error Correction Based on Solar Radiation in an Economical Meteorological Wireless Sensor Network.
Sensors, 2015

Enhanced secure sensor association and key management in wireless body area networks.
J. Commun. Networks, 2015

Achieving Efficient Cloud Search Services: Multi-Keyword Ranked Search over Encrypted Cloud Data Supporting Parallel Computing.
IEICE Trans. Commun., 2015

EECD: A Code Dissemination protocol in a WSN-based Home Energy Management System.
Proceedings of the IEEE International Conference on Consumer Electronics, 2015

An Extreme Learning Approach to Fast Prediction in the Reduce Phase of a Cloud Platform.
Proceedings of the Cloud Computing and Security - First International Conference, 2015

An Optimized Strategy for Speculative Execution in a Heterogeneous Environment.
Proceedings of the 9th International Conference on Future Generation Communication and Networking, 2015

VPCH: A Consistent Hashing Algorithm for Better Load Balancing in a Hadoop Environment.
Proceedings of the Third International Conference on Advanced Cloud and Big Data, 2015

2013
DEHEMS: creating a digital environment for large-scale energy management at homes.
IEEE Trans. Consumer Electron., 2013

An enhanced routing algorithm for congestion control in a home energy management system.
Proceedings of the IEEE 2nd Global Conference on Consumer Electronics, 2013

2012
Implementation of automatic gas monitoring in a domestic energy management system.
IEEE Trans. Consumer Electron., 2012

2011
Domesticating Energy-Monitoring Systems: Challenges and Design Concerns.
IEEE Pervasive Comput., 2011

2010
DEHEMS: A user-driven domestic energy monitoring system.
Proceedings of the 2010 Internet of Things (IOT), IoT for a green Planet, Tokyo, Japan, November 29, 2010

2008
A Novel Platform for Context Maintenance and Discovery in a Ubiquitous Environment.
Proceedings of the 2008 IEEE/IPIP International Conference on Embedded and Ubiquitous Computing (EUC 2008), 2008


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