Xiao Liu

Orcid: 0000-0001-8400-5754

Affiliations:
  • Deakin University, School of Information Technology, Melbourne, Australia
  • East China Normal University, Shanghai Key Laboratory of Trustworthy Computing, China (former)
  • Swinburne University of Technology, Faculty of Information and Communication Technologies, Melbourne, Australia (PhD 2011)
  • Hefei University of Technology, Institute of Electronic Commerce, China (former)


According to our database1, Xiao Liu authored at least 224 papers between 2007 and 2024.

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Bibliography

2024
MEAs-Filter: a novel filter framework utilizing evolutionary algorithms for cardiovascular diseases diagnosis.
Health Inf. Sci. Syst., December, 2024

Reinforcement Learning-Based Online Scheduling of Multiple Workflows in Edge Environment.
IEEE Trans. Netw. Serv. Manag., October, 2024

Noise4Denoise: Leveraging noise for unsupervised point cloud denoising.
Comput. Vis. Media, August, 2024

PyScribe-Learning to describe python code.
Softw. Pract. Exp., March, 2024

Summarizing source code through heterogeneous feature fusion and extraction.
Inf. Fusion, March, 2024

HyperED: A hierarchy-aware network based on hyperbolic geometry for event detection.
Comput. Intell., February, 2024

Identifying influential nodes in complex networks via Transformer.
Inf. Process. Manag., 2024

Auction-based client selection for online Federated Learning.
Inf. Fusion, 2024

A Bayesian deep recommender system for uncertainty-aware online physician recommendation.
Inf. Manag., 2024

A Systematic Literature Review on Task Recommendation Systems for Crowdsourced Software Engineering.
CoRR, 2024

Who Uses Personas in Requirements Engineering: The Practitioners' Perspective.
CoRR, 2024

Editorial for special issue on "Edge computing accelerated deep learning: Technologies and applications".
Concurr. Comput. Pract. Exp., 2024

Adaptive partitioning and efficient scheduling for distributed DNN training in heterogeneous IoT environment.
Comput. Commun., 2024

A privacy-preserving location data collection framework for intelligent systems in edge computing.
Ad Hoc Networks, 2024

Requirements Elicitation in Government Projects: A Preliminary Empirical Study.
Proceedings of the 32nd IEEE International Requirements Engineering Conference, 2024

A Framework for User Biometric Privacy Protection in UAV Delivery Systems with Edge Computing.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2024

Integrating Human-Centric Approaches into Undergraduate Software Engineering Education: A Scoping Review and Curriculum Analysis in the Australian Context.
Proceedings of the 39th IEEE/ACM International Conference on Automated Software Engineering Workshops, 2024

FBLG: A Local Graph Based Approach for Handling Dual Skewed Non-IID Data in Federated Learning.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Bio-CEC: A Secure and Efficient Cloud-Edge Collaborative Biometrics System using Cancelable Biometrics.
Proceedings of the IEEE International Conference on Web Services, 2024


TopFormer: Topology-Aware Transformer for Point Cloud Registration.
Proceedings of the Computational Visual Media - 12th International Conference, 2024

Auto-Generated Personas: Enhancing User-centered Design Practices among University Students.
Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, 2024

Multi-Objective Optimization for Joint Task Scheduling and Data Placement in Edge-based AIoT Systems: A Learning-Based Approach.
Proceedings of the 24th IEEE International Symposium on Cluster, 2024

2023
Random screening-based feature aggregation for point cloud denoising.
Comput. Graph., November, 2023

Human-centric software engineering - Approaches, technologies, and applications.
J. Syst. Softw., October, 2023

Summarizing source code with Heterogeneous Syntax Graph and dual position.
Inf. Process. Manag., September, 2023

Differential privacy in edge computing-based smart city Applications:Security issues, solutions and future directions.
Array, September, 2023

KeepEdge: A Knowledge Distillation Empowered Edge Intelligence Framework for Visual Assisted Positioning in UAV Delivery.
IEEE Trans. Mob. Comput., August, 2023

A first look at bug report templates on GitHub.
J. Syst. Softw., August, 2023

Jointly learning invocations and descriptions for context-aware mashup tagging with graph attention network.
World Wide Web (WWW), July, 2023

Diverse title generation for Stack Overflow posts with multiple-sampling-enhanced transformer.
J. Syst. Softw., June, 2023

Detecting multi-type self-admitted technical debt with generative adversarial network-based neural networks.
Inf. Softw. Technol., June, 2023

3D Intracranial Aneurysm Classification and Segmentation via Unsupervised Dual-Branch Learning.
IEEE J. Biomed. Health Informatics, April, 2023

Contrastive Learning for Prediction of Alzheimer's Disease Using Brain 18F-FDG PET.
IEEE J. Biomed. Health Informatics, April, 2023

Service Routing in Multi-Tier Edge Computing: A Matching Game Approach.
IEEE J. Sel. Areas Commun., March, 2023

Semantic graph based topic modelling framework for multilingual fake news detection.
AI Open, January, 2023

A Novel Graph-Based Computation Offloading Strategy for Workflow Applications in Mobile Edge Computing.
IEEE Trans. Serv. Comput., 2023

A Multi-Objective Clustering Evolutionary Algorithm for Multi-Workflow Computation Offloading in Mobile Edge Computing.
IEEE Trans. Cloud Comput., 2023

PADP-FedMeta: A personalized and adaptive differentially private federated meta learning mechanism for AIoT.
J. Syst. Archit., 2023

NRAND: An efficient and robust dismantling approach for infectious disease network.
Inf. Process. Manag., 2023

FLGo: A Fully Customizable Federated Learning Platform.
CoRR, 2023

Extended Abstract of Graph4Web: A Relation-Aware Graph Attention Network for Web Service Classification.
Proceedings of the IEEE International Conference on Software Analysis, 2023

PersonaGen: A Tool for Generating Personas from User Feedback.
Proceedings of the 31st IEEE International Requirements Engineering Conference, 2023

Multi-Modal Emotion Recognition for Enhanced Requirements Engineering: A Novel Approach.
Proceedings of the 31st IEEE International Requirements Engineering Conference, 2023

Revolutionizing Virtual Shopping Experiences: A Blockchain-Based Metaverse UAV Delivery Solution.
Proceedings of the IEEE International Conference on Metaverse Computing, 2023

EXPRESS 2.0: An Intelligent Service Management Framework for AIoT Systems in the Edge.
Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering, 2023

Report on the 4th Workshop on Human-Centric Software Engineering & Cyber Security (HCSE&CS 2023).
Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering, ASE 2023, 2023

Fed4ReID: Federated Learning with Data Augmentation for Person Re-identification Service in Edge Computing.
Proceedings of the IEEE International Conference on Web Services, 2023

Weighted Point Cloud Normal Estimation.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

A Federated Multi-Modal Learning Framework Powered by Distributed Ledgers for Cyber-safe and Efficient UAV Delivery Systems.
Proceedings of the IEEE International Conference on Data Mining, 2023

TBAF: A Two-Stage Biometric-Assisted Authentication Framework in Edge-Integrated UAV Delivery System.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2023

Multi-UAV Collaborative Face Recognition for Goods Receiver in Edge-Based Smart Delivery Services.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2023

We Will Find You: An Edge-Based Multi-UAV Multi-Recipient Identification Method in Smart Delivery Services.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2023

Personalized Federated Learning Framework for Person Re-identification in MEC-enabled UAV Delivery Services.
Proceedings of the IEEE International Conference on High Performance Computing & Communications, 2023

Securing Smart UAV Delivery Systems Using Zero Trust Principle-Driven Blockchain Architecture.
Proceedings of the IEEE International Conference on Blockchain, 2023

BDFL: A Blockchain-Enabled FL Framework for Edge-based Smart UAV Delivery Systems.
Proceedings of the Third International Symposium on Advanced Security on Software and Systems, 2023

A BERT-Based Semantic Enhanced Model for COVID-19 Fake News Detection.
Proceedings of the Web and Big Data - 7th International Joint Conference, 2023

Multi-Featured Anomaly Detection for Mobile Edge Computing Based UAV Delivery Systems.
Proceedings of the 2023 Australasian Computer Science Week, 2023

A Novel Cost-Aware Data Placement Strategy for Edge-Cloud Collaborative Smart Systems.
Proceedings of the 16th IEEE International Conference on Cloud Computing, 2023

2022
An unsupervised cross project model for crashing fault residence identification.
IET Softw., December, 2022

bi-directional Bayesian probabilistic model based hybrid grained semantic matchmaking for Web service discovery.
World Wide Web, 2022

Runtime Verification of Business Cloud Workflow Temporal Conformance.
IEEE Trans. Serv. Comput., 2022

Report on the 2nd Workshop on Human Centric Software Engineering & Cyber Security (HCSE&CS 2021).
ACM SIGSOFT Softw. Eng. Notes, 2022

Edge-Computing-Based Intelligent IoT: Architectures, Algorithms and Applications.
Sensors, 2022

Tight Lower bound on power consumption for scheduling real-time periodic tasks in core-level DVFS systems.
Parallel Comput., 2022

Entity alignment based on relational semantics augmentation for multilingual knowledge graphs.
Knowl. Based Syst., 2022

<i>Graph4Web</i>: A relation-aware graph attention network for web service classification.
J. Syst. Softw., 2022

Exploiting gated graph neural network for detecting and explaining self-admitted technical debts.
J. Syst. Softw., 2022

EdgeWorkflow: One click to test and deploy your workflow applications to the edge.
J. Syst. Softw., 2022

Reinforcement learning for cost-effective IoT service caching at the edge.
J. Parallel Distributed Comput., 2022

Three-way decisions based service migration strategy in mobile edge computing.
Inf. Sci., 2022

Popularity prediction for marketer-generated content: A text-guided attention neural network for multi-modal feature fusion.
Inf. Process. Manag., 2022

Energy-Aware Computation Management Strategy for Smart Logistic System With MEC.
IEEE Internet Things J., 2022

Solving the last mile problem in logistics: A mobile edge computing and blockchain-based unmanned aerial vehicle delivery system.
Concurr. Comput. Pract. Exp., 2022

Test-Driven Multi-Task Learning with Functionally Equivalent Code Transformation for Neural Code Generation.
Proceedings of the 37th IEEE/ACM International Conference on Automated Software Engineering, 2022

A Novel Adaptive Computation Offloading Strategy for Collaborative DNN Inference over Edge Devices.
Proceedings of the IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2022

Efficient Face Recognition via Multi-UAV-Edge Collaboration in UAV Delivery Service.
Proceedings of the IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2022

VR4HcRE: Virtual Reality Platform for Human-centric Requirements Elicitation.
Proceedings of the 2022 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct), 2022

Deep Point Cloud Normal Estimation Via Triplet Learning.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2022

Deep Point Cloud Normal Estimation via Triplet Learning (Demonstration).
Proceedings of the IEEE International Conference on Multimedia and Expo Workshops, 2022

Continuous Authentication for UAV Delivery Systems Under Zero-Trust Security Framework.
Proceedings of the IEEE International Conference on Edge Computing and Communications, 2022

Edge4FR: A Novel Device-Edge Collaborative Framework for Facial Recognition in Smart UAV Delivery Systems.
Proceedings of the 8th IEEE International Conference on Cloud Computing and Intelligent Systems, 2022

2021
A novel knowledge graph embedding based API recommendation method for Mashup development.
World Wide Web, 2021

A novel cloud workflow scheduling algorithm based on stable matching game theory.
J. Supercomput., 2021

SCNET: A Novel UGI Cancer Screening Framework Based on Semantic-Level Multimodal Data Fusion.
IEEE J. Biomed. Health Informatics, 2021

Adaptive cross-contextual word embedding for word polysemy with unsupervised topic modeling.
Knowl. Based Syst., 2021

Predictive classification of ICU readmission using weight decay random forest.
Future Gener. Comput. Syst., 2021

CLSEBERT: Contrastive Learning for Syntax Enhanced Code Pre-Trained Model.
CoRR, 2021

EdgeWorkflowReal: An Edge Computing based Workflow Execution Engine for Smart Systems.
CoRR, 2021

Energy-aware decision-making for dynamic task migration in MEC-based unmanned aerial vehicle delivery system.
Concurr. Comput. Pract. Exp., 2021

Multi-agent reinforcement learning for cost-aware collaborative task execution in energy-harvesting D2D networks.
Comput. Networks, 2021

A Novel Security Framework for Edge Computing based UAV Delivery System.
Proceedings of the 20th IEEE International Conference on Trust, 2021

Virtual Reality Enabled Human-Centric Requirements Engineering.
Proceedings of the 36th IEEE/ACM International Conference on Automated Software Engineering, 2021

Metamorphic Testing on Multi-module UAV Systems.
Proceedings of the 36th IEEE/ACM International Conference on Automated Software Engineering, 2021

Message from the CPSCom 2021 Program Chairs: iThings-GreenCom-CPSCom-SmartData-Cybermatics 2021.
Proceedings of the 2021 IEEE International Conferences on Internet of Things (iThings) and IEEE Green Computing & Communications (GreenCom) and IEEE Cyber, 2021

An Edge based Federated Learning Framework for Person Re-identification in UAV Delivery Service.
Proceedings of the 2021 IEEE International Conference on Web Services, 2021

Relational Graph Neural Network with Neighbor Interactions for Bundle Recommendation Service.
Proceedings of the 2021 IEEE International Conference on Web Services, 2021

Time-aware User Modeling with Check-in Time Prediction for Next POI Recommendation.
Proceedings of the 2021 IEEE International Conference on Web Services, 2021

A Holistic Service Provision Strategy for Drone-as-a-Service in MEC-based UAV Delivery.
Proceedings of the 2021 IEEE International Conference on Web Services, 2021

ServiceBERT: A Pre-trained Model for Web Service Tagging and Recommendation.
Proceedings of the Service-Oriented Computing - 19th International Conference, 2021

GraphGallery: A Platform for Fast Benchmarking and Easy Development of Graph Neural Networks Based Intelligent Software.
Proceedings of the 43rd IEEE/ACM International Conference on Software Engineering: Companion Proceedings, 2021

A Blockchain-aided Self-Sovereign Identity Framework for Edge-based UAV Delivery System.
Proceedings of the 21st IEEE/ACM International Symposium on Cluster, 2021

Edge4Emotion: An Edge Computing based Multi-source Emotion Recognition Platform for Human-Centric Software Engineering.
Proceedings of the 21st IEEE/ACM International Symposium on Cluster, 2021

2020
Detecting topic-level influencers in large-scale scientific networks.
World Wide Web, 2020

Statistical Model Checking-Based Evaluation and Optimization for Cloud Workflow Resource Allocation.
IEEE Trans. Cloud Comput., 2020

Endoscopy report mining for intelligent gastric cancer screening.
Expert Syst. J. Knowl. Eng., 2020

A homogeneous ensemble method for predicting gastric cancer based on gastroscopy reports.
Expert Syst. J. Knowl. Eng., 2020

FengHuoLun: A Federated Learning based Edge Computing Platform for Cyber-Physical Systems.
Proceedings of the 2020 IEEE International Conference on Pervasive Computing and Communications Workshops, 2020

Graph4Edge: A Graph-based Computation Offloading Strategy for Mobile-Edge Workflow Applications.
Proceedings of the 2020 IEEE International Conference on Pervasive Computing and Communications Workshops, 2020

Reducing delay penalty of multiple concurrent software projects based on overtime planning.
Proceedings of the 35th IEEE/ACM International Conference on Automated Software Engineering Workshops, 2020

Express: An Energy-Efficient and Secure Framework for Mobile Edge Computing and Blockchain based Smart Systems**This research is in part supported by the National Natural Science Foundation of China Project No. 61972001.
Proceedings of the 35th IEEE/ACM International Conference on Automated Software Engineering, 2020

Detecting and Explaining Self-Admitted Technical Debts with Attention-based Neural Networks.
Proceedings of the 35th IEEE/ACM International Conference on Automated Software Engineering, 2020

Edge4Real: A Cost-Effective Edge Computing based Human Behaviour Recognition System for Human-Centric Software Engineering.
Proceedings of the 35th IEEE/ACM International Conference on Automated Software Engineering, 2020

Edge4Sys: A Device-Edge Collaborative Framework for MEC based Smart Systems.
Proceedings of the 35th IEEE/ACM International Conference on Automated Software Engineering, 2020

Scaleplus: Towards Fast Scaling of Distributed Streaming Dataflows.
Proceedings of the IEEE International Conference on Parallel & Distributed Processing with Applications, 2020

A Novel Dual-Graph Convolutional Network based Web Service Classification Framework.
Proceedings of the 2020 IEEE International Conference on Web Services, 2020

TDD4Fog: A Test-Driven Software Development Platform for Fog Computing Systems.
Proceedings of the 20th IEEE/ACM International Symposium on Cluster, 2020

A Spatial and Sequential Combined Method for Web Service Classification.
Proceedings of the Web and Big Data - 4th International Joint Conference, 2020

2019
SmartVM: a SLA-aware microservice deployment framework.
World Wide Web, 2019

Prediction of collective actions using deep neural network and species competition model on social media.
World Wide Web, 2019

A Novel Workflow-Level Data Placement Strategy for Data-Sharing Scientific Cloud Workflows.
IEEE Trans. Serv. Comput., 2019

Optimized LOAM Using Ground Plane Constraints and SegMatch-Based Loop Detection.
Sensors, 2019

Diabetic complication prediction using a similarity-enhanced latent Dirichlet allocation model.
Inf. Sci., 2019

Is deep learning better than traditional approaches in tag recommendation for software information sites?
Inf. Softw. Technol., 2019

Service matchmaking for Internet of Things based on probabilistic topic model.
Future Gener. Comput. Syst., 2019

On Improving the accuracy with Auto-Encoder on Conjunctivitis.
Appl. Soft Comput., 2019

An Energy-Efficient and Deadline-Aware Task Offloading Strategy Based on Channel Constraint for Mobile Cloud Workflows.
IEEE Access, 2019

A Survey on Multimodal Data-Driven Smart Healthcare Systems: Approaches and Applications.
IEEE Access, 2019

FogWorkflowSim: An Automated Simulation Toolkit for Workflow Performance Evaluation in Fog Computing.
Proceedings of the 34th IEEE/ACM International Conference on Automated Software Engineering, 2019

BlockMeds: A Blockchain-Based Online Prescription System with Privacy Protection.
Proceedings of the Service-Oriented Computing - ICSOC 2019 Workshops, 2019

A Novel Throughput Based Temporal Violation Handling Strategy for Instance-Intensive Cloud Business Workflows.
Proceedings of the Data Science - 6th International Conference, 2019

Mobility-Aware Workflow Offloading and Scheduling Strategy for Mobile Edge Computing.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2019

Verification of Microservices Using Metamorphic Testing.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2019

Data Placement Cost Optimization and Load Balancing for Online Social Networks.
Proceedings of the Seventh International Conference on Advanced Cloud and Big Data, 2019

2018
Group recommendation based on a bidirectional tensor factorization model.
World Wide Web, 2018

An Algorithm for Finding the Minimum Cost of Storing and Regenerating Datasets in Multiple Clouds.
IEEE Trans. Cloud Comput., 2018

Predicting temporal violations for parallel business cloud workflows.
Softw. Pract. Exp., 2018

Soft error-aware energy-efficient task scheduling for workflow applications in DVFS-enabled cloud.
J. Syst. Archit., 2018

Decision Support for Project Rescheduling to Reduce Software Development Delays based on Ant Colony Optimization.
Int. J. Comput. Intell. Syst., 2018

A sufficient and necessary temporal violation handling point selection strategy in cloud workflow.
Future Gener. Comput. Syst., 2018

Self-Adaptive k-Means Based on a Covering Algorithm.
Complex., 2018

FastTagRec: fast tag recommendation for software information sites.
Autom. Softw. Eng., 2018

Efficient Dynamic Service Maintenance for Edge Services.
IEEE Access, 2018

COMEC: Computation Offloading for Video-Based Heart Rate Detection APP in Mobile Edge Computing.
Proceedings of the IEEE International Conference on Parallel & Distributed Processing with Applications, 2018

Predicting ICU mortality by supervised bidirectional LSTM networks.
Proceedings of the First Joint Workshop on AI in Health organized as part of the Federated AI Meeting (FAIM 2018), 2018

CommuteShare: A Ridesharing Service for Daily Commuters Using Cross-Domain Urban Big Data.
Proceedings of the 2018 IEEE International Conference on Web Services, 2018

Adaptive Temporal Verification and Violation Handling for Time-Constrained Business Cloud Workflows.
Proceedings of the Service-Oriented Computing - 16th International Conference, 2018

A Cost-Effective Time-Constrained Multi-workflow Scheduling Strategy in Fog Computing.
Proceedings of the Service-Oriented Computing - ICSOC 2018 Workshops, 2018

Sliding-window based Propagation-aware Temporal Verification for Monitoring Parallel Cloud Business Workflows.
Proceedings of the 22nd IEEE International Conference on Computer Supported Cooperative Work in Design, 2018

2017
The Bayesian Network based program dependence graph and its application to fault localization.
J. Syst. Softw., 2017

A novel collective matrix factorization model for recommendation with fine-grained social trust prediction.
Concurr. Comput. Pract. Exp., 2017

SmartVM: A Multi-Layer Microservice-Based Platform for Deploying SaaS.
Proceedings of the 2017 IEEE International Symposium on Parallel and Distributed Processing with Applications and 2017 IEEE International Conference on Ubiquitous Computing and Communications (ISPA/IUCC), 2017

Unlicensed Taxis Detection Service Based on Large-Scale Vehicles Mobility Data.
Proceedings of the 2017 IEEE International Conference on Web Services, 2017

Propagation-Aware Temporal Verification for Parallel Business Cloud Workflows.
Proceedings of the 2017 IEEE International Conference on Web Services, 2017

Let smart ants help you reduce the delay penalty of multiple software projects.
Proceedings of the 39th International Conference on Software Engineering, 2017

PaaS - black or white: an investigation into software development model for building retail industry SaaS.
Proceedings of the 39th International Conference on Software Engineering, 2017

BigVM: A Multi-Layer-Microservice-Based Platform for Deploying SaaS.
Proceedings of the Fifth International Conference on Advanced Cloud and Big Data, 2017

2016
A Dynamic Pricing Reverse Auction-Based Resource Allocation Mechanism in Cloud Workflow Systems.
Sci. Program., 2016

Workflow temporal verification for monitoring parallel business processes.
J. Softw. Evol. Process., 2016

Identifying social influence in complex networks: A novel conductance eigenvector centrality model.
Neurocomputing, 2016

A novel framework for semantic entity identification and relationship integration in large scale text data.
Future Gener. Comput. Syst., 2016

A Cost-Effective Strategy for Storing Scientific Datasets with Multiple Service Providers in the Cloud.
CoRR, 2016

Bayesian Network Based Program Dependence Graph for Fault Localization.
Proceedings of the 2016 IEEE International Symposium on Software Reliability Engineering Workshops, 2016

Exploring the Effectiveness of True Abnormal Data Elimination in Context-Aware Web Services Recommendation.
Proceedings of the IEEE International Conference on Web Services, 2016

A Novel APPs Recommendation Algorithm Based on APPs Popularity and User Behaviors.
Proceedings of the IEEE First International Conference on Data Science in Cyberspace, 2016

A Novel Fine-Grained User Trust Relation Prediction for Improving Recommendation Accuracy.
Proceedings of the International Conference on Advanced Cloud and Big Data, 2016

User Role Analysis in Online Social Networks Based on Dirichlet Process Mixture Models.
Proceedings of the International Conference on Advanced Cloud and Big Data, 2016

Where to Fix Temporal Violations: A Novel Handling Point Selection Strategy for Business Cloud Workflows.
Proceedings of the IEEE International Conference on Services Computing, 2016

2015
Time-Series Pattern Based Effective Noise Generation for Privacy Protection on Cloud.
IEEE Trans. Computers, 2015

Dynamic On-the-Fly Minimum Cost Benchmarking for Storing Generated Scientific Datasets in the Cloud.
IEEE Trans. Computers, 2015

Power consumption prediction of web services for energy-efficient service selection.
Pers. Ubiquitous Comput., 2015

Necessary and sufficient checkpoint selection for temporal verification of high-confidence cloud workflow systems.
Sci. China Inf. Sci., 2015

Ant colony algorithm based scheduling for handling software project delay.
Proceedings of the 2015 International Conference on Software and System Process, 2015

A MapReduce Reinforced Distributed Sequential Pattern Mining Algorithm.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2015

A Novel APP Recommendation Method Based on SVD and Social Influence.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2015

Energy Consumption Prediction Based on Time-Series Models for CPU-Intensive Activities in the Cloud.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2015

Big Data Analytics and Visualization with Spatio-Temporal Correlations for Traffic Accidents.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2015

An Epidemic Model Based Temporal Violation Prediction Strategy for Large Batch of Parallel Business Cloud Workflows.
Proceedings of the IEEE International Conference on Data Science and Data Intensive Systems, 2015

2014
Do we need to handle every temporal violation in scientific workflow systems?
ACM Trans. Softw. Eng. Methodol., 2014

Efficient Two-Phase Approaches for Branch-and-Bound Style Resource Constrained Scheduling.
Proceedings of the 2014 27th International Conference on VLSI Design, 2014

Temporal Verification for Business Cloud Workflows: Open Research Issues.
Proceedings of the 2014 10th International Conference on Semantics, 2014

Cloud Data Management for Scientific Workflows: Research Issues, Methodologies, and State-of-the-Art.
Proceedings of the 2014 10th International Conference on Semantics, 2014

A gaussian fields based mining method for semi-automating staff assignment in workflow application.
Proceedings of the International Conference on Software and Systems Process 2014, 2014

Workflow temporal verification: an efficient and effective approach for delivering on-time completion.
Proceedings of the International Conference on Software and Systems Process 2014, 2014

Throughput based temporal verification for monitoring large batch of parallel processes.
Proceedings of the International Conference on Software and Systems Process 2014, 2014

A novel quantitative evaluation approach for software project schedules using statistical model checking.
Proceedings of the 36th International Conference on Software Engineering, 2014

Logistics scheduling based on cloud business workflows.
Proceedings of the IEEE 18th International Conference on Computer Supported Cooperative Work in Design, 2014

Queueing Theory Based Service Replica Strategy for Business Process Efficiency Optimization in Community Cloud.
Proceedings of the International Conference on Cloud Computing and Big Data, 2014

Variation-Aware Resource Allocation Evaluation for Cloud Workflows Using Statistical Model Checking.
Proceedings of the 2014 IEEE Fourth International Conference on Big Data and Cloud Computing, 2014

2013
A Highly Practical Approach toward Achieving Minimum Data Sets Storage Cost in the Cloud.
IEEE Trans. Parallel Distributed Syst., 2013

A market-oriented hierarchical scheduling strategy in cloud workflow systems.
J. Supercomput., 2013

Semantic Entity Identification in Large Scale Data via Statistical Features and DT-SVM.
Proceedings of the Web Information Systems Engineering - WISE 2013, 2013

Novel Client-Cloud Architecture for Scalable Instance-Intensive Workflow Systems.
Proceedings of the Web Information Systems Engineering - WISE 2013, 2013

Selecting checkpoints along the time line: a novel temporal checkpoint selection strategy for monitoring a batch of parallel business processes.
Proceedings of the 35th International Conference on Software Engineering, 2013

Extracting the semantic content of web pages via repeated structures.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2013

A Novel Deadline Assignment Strategy for a Large Batch of Parallel Tasks with Soft Deadlines in the Cloud.
Proceedings of the 10th IEEE International Conference on High Performance Computing and Communications & 2013 IEEE International Conference on Embedded and Ubiquitous Computing, 2013

An Algorithm for Cost-Effectively Storing Scientific Datasets with Multiple Service Providers in the Cloud.
Proceedings of the 9th IEEE International Conference on eScience, 2013

A DT-SVM Strategy for Stock Futures Prediction with Big Data.
Proceedings of the 16th IEEE International Conference on Computational Science and Engineering, 2013

The Design of a Workflow Recommendation System for Workflow as a Service in the Cloud.
Proceedings of the Business Process Management Workshops, 2013

2012
The Design of Cloud Workflow Systems.
Springer Briefs in Computer Science, Springer, ISBN: 978-1-4614-1933-4, 2012

A data dependency based strategy for intermediate data storage in scientific cloud workflow systems.
Concurr. Comput. Pract. Exp., 2012

A Time-Series Pattern Based Noise Generation Strategy for Privacy Protection in Cloud Computing.
Proceedings of the 12th IEEE/ACM International Symposium on Cluster, 2012

2011
Preventing Temporal Violations in Scientific Workflows: Where and How.
IEEE Trans. Software Eng., 2011

A novel statistical time-series pattern based interval forecasting strategy for activity durations in workflow systems.
J. Syst. Softw., 2011

A novel general framework for automatic and cost-effective handling of recoverable temporal violations in scientific workflow systems.
J. Syst. Softw., 2011

On-demand minimum cost benchmarking for intermediate dataset storage in scientific cloud workflow systems.
J. Parallel Distributed Comput., 2011

A probabilistic strategy for temporal constraint management in scientific workflow systems.
Concurr. Comput. Pract. Exp., 2011

A Generic QoS Framework for Cloud Workflow Systems.
Proceedings of the IEEE Ninth International Conference on Dependable, 2011

A Local-Optimisation Based Strategy for Cost-Effective Datasets Storage of Scientific Applications in the Cloud.
Proceedings of the IEEE International Conference on Cloud Computing, 2011

2010
A Compromised-Time-Cost Scheduling Algorithm in SwinDeW-C for Instance-Intensive Cost-Constrained Workflows on a Cloud Computing Platform.
Int. J. High Perform. Comput. Appl., 2010

A data placement strategy in scientific cloud workflows.
Future Gener. Comput. Syst., 2010

Integrating classification capability and reliability in associative classification: A beta-stronger model.
Expert Syst. Appl., 2010

A cost-effective strategy for intermediate data storage in scientific cloud workflow systems.
Proceedings of the 24th IEEE International Symposium on Parallel and Distributed Processing, 2010

An Effective Framework of Light-Weight Handling for Three-Level Fine-Grained Recoverable Temporal Violations in Scientific Workflows.
Proceedings of the 16th IEEE International Conference on Parallel and Distributed Systems, 2010

A Revised Discrete Particle Swarm Optimization for Cloud Workflow Scheduling.
Proceedings of the 2010 International Conference on Computational Intelligence and Security, 2010

Handling Recoverable Temporal Violations in Scientific Workflow Systems: A Workflow Rescheduling Based Strategy.
Proceedings of the 10th IEEE/ACM International Conference on Cluster, 2010

SwinDeW-C: A Peer-to-Peer Based Cloud Workflow System.
Proceedings of the Handbook of Cloud Computing., 2010

2009
Achieving On-Time Delivery: A Two-Stage Probabilistic Scheduling Strategy for Software Projects.
Proceedings of the Trustworthy Software Development Processes, 2009

2008
CSMC: A combination strategy for multi-class classification based on multiple association rules.
Knowl. Based Syst., 2008

An Algorithm in SwinDeW-C for Scheduling Transaction-Intensive Cost-Constrained Cloud Workflows.
Proceedings of the Fourth International Conference on e-Science, 2008

Forecasting Duration Intervals of Scientific Workflow Activities Based on Time-Series Patterns.
Proceedings of the Fourth International Conference on e-Science, 2008

A Probabilistic Strategy for Setting Temporal Constraints in Scientific Workflows.
Proceedings of the Business Process Management, 6th International Conference, 2008

A QSQL-based Efficient Planning Algorithm for Fully-automated Service Composition in Dynamic Service Environments.
Proceedings of the 2008 IEEE International Conference on Services Computing (SCC 2008), 2008

2007
Constructing Associative Classifier Using Rough Sets and Evidence Theory.
Proceedings of the Rough Sets, 2007


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