Chun Ouyang

Orcid: 0000-0001-7098-5480

Affiliations:
  • Queensland University of Technology, Brisbane, Australia


According to our database1, Chun Ouyang authored at least 102 papers between 2002 and 2024.

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

Timeline

Legend:

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PhD thesis 
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Bibliography

2024
EyeXNet: Enhancing Abnormality Detection and Diagnosis via Eye-Tracking and X-ray Fusion.
Mach. Learn. Knowl. Extr., June, 2024

Explainable and Effective Process Remaining Time Prediction Using Feature-Informed Cascade Prediction Model.
IEEE Trans. Serv. Comput., 2024

Process Query Language: Design, Implementation, and Evaluation.
Inf. Syst., 2024

Developing Guidelines for Functionally-Grounded Evaluation of Explainable Artificial Intelligence using Tabular Data.
CoRR, 2024

CTA-Net: A CNN-Transformer Aggregation Network for Improving Multi-Scale Feature Extraction.
CoRR, 2024

Investigating Imperceptibility of Adversarial Attacks on Tabular Data: An Empirical Analysis.
CoRR, 2024

DALL-M: Context-Aware Clinical Data Augmentation with LLMs.
CoRR, 2024

Generating Feasible and Plausible Counterfactual Explanations for Outcome Prediction of Business Processes.
CoRR, 2024

Comprehensive review of deep learning in orthopaedics: Applications, challenges, trustworthiness, and fusion.
Artif. Intell. Medicine, 2024

From Conventional to IoT-Enhanced: Object-Centric Event Logs for Real-Life Logistics Processes.
Proceedings of the Best Dissertation Award, 2024

2023
Hybrid flow-shop scheduling in collaborative manufacturing with a multi-crossover-operator genetic algorithm.
J. Ind. Inf. Integr., December, 2023

A systematic review of trustworthy and explainable artificial intelligence in healthcare: Assessment of quality, bias risk, and data fusion.
Inf. Fusion, August, 2023

Towards Risk-Free Trustworthy Artificial Intelligence: Significance and Requirements.
Int. J. Intell. Syst., 2023

Generating multi-level explanations for process outcome predictions.
Eng. Appl. Artif. Intell., 2023

BPCE: A Prototype for Co-Evolution between Business Process Variants through Configurable Process Model.
CoRR, 2023

MDF-Net: Multimodal Dual-Fusion Network for Abnormality Detection using CXR Images and Clinical Data.
CoRR, 2023

Learning execution contexts from event logs.
Proceedings of the 2nd International Workshop on Process Management in the AI Era (PMAI 2023) co-located with 31st International Joint Conference on Artificial Intelligence (IJCAI 2023), 2023

Comparing Visual Search Patterns in Chest X-Ray Diagnostics.
Proceedings of the 2023 Symposium on Eye Tracking Research and Applications, 2023

Towards Data-Driven Business Process Redesign Through the Lens of Process Mining Case Studies.
Proceedings of the Business Process Management Workshops, 2023

2022
Configurable Batch-Processing Discovery from Event Logs.
ACM Trans. Manag. Inf. Syst., 2022

Building interpretable models for business process prediction using shared and specialised attention mechanisms.
Knowl. Based Syst., 2022

Counterfactuals and causability in explainable artificial intelligence: Theory, algorithms, and applications.
Inf. Fusion, 2022

<i>OrdinoR</i>: A framework for discovering, evaluating, and analyzing organizational models using event logs.
Decis. Support Syst., 2022

AMORETTO: A Method for Deriving IoT-enriched Event Logs.
CoRR, 2022

Benchmark Evaluation of Counterfactual Algorithms for XAI: From a White Box to a Black Box.
CoRR, 2022

Crop Harvest Forecast via Agronomy-Informed Process Modelling and Predictive Monitoring.
Proceedings of the Advanced Information Systems Engineering, 2022

Generating Purpose-Driven Explanations: The Case of Process Predictive Model Inspection.
Proceedings of the Intelligent Information Systems, 2022

No Time to Dice: Learning Execution Contexts from Event Logs for Resource-Oriented Process Mining.
Proceedings of the Business Process Management - 20th International Conference, 2022

2021
Design and Realisation of Scalable Business Process Management Systems for Deployment in the Cloud.
ACM Trans. Manag. Inf. Syst., 2021

LINDA-BN: An interpretable probabilistic approach for demystifying black-box predictive models.
Decis. Support Syst., 2021

Explainable AI Enabled Inspection of Business Process Prediction Models.
CoRR, 2021

Interpreting Process Predictions using a Milestone-Aware Counterfactual Approach.
CoRR, 2021

Developing a Fidelity Evaluation Approach for Interpretable Machine Learning.
CoRR, 2021

Evaluating Stability of Post-hoc Explanations for Business Process Predictions.
Proceedings of the Service-Oriented Computing - 19th International Conference, 2021

DiCE4EL: Interpreting Process Predictions using a Milestone-Aware Counterfactual Approach.
Proceedings of the 3rd International Conference on Process Mining, 2021

Evaluating Fidelity of Explainable Methods for Predictive Process Analytics.
Proceedings of the Intelligent Information Systems - CAiSE Forum 2021, Melbourne, VIC, Australia, June 28, 2021

Seeing the Forest for the Trees: Group-Oriented Workforce Analytics.
Proceedings of the Business Process Management - 19th International Conference, 2021

2020
Evaluating Explainable Methods for Predictive Process Analytics: A Functionally-Grounded Approach.
CoRR, 2020

A Survey of Online Card Payment Fraud Detection using Data Mining-based Methods.
CoRR, 2020

OrgMining 2.0: A Novel Framework for Organizational Model Mining from Event Logs.
CoRR, 2020

An Interpretable Probabilistic Approach for Demystifying Black-box Predictive Models.
CoRR, 2020

An Investigation of Interpretability Techniques for Deep Learning in Predictive Process Analytics.
CoRR, 2020

Robotic Process Automation: Contemporary themes and challenges.
Comput. Ind., 2020

Static Analysis for Improved Modularity of Procedural Web Application Programming Interfaces.
IEEE Access, 2020

Exploring Interpretability for Predictive Process Analytics.
Proceedings of the Service-Oriented Computing - 18th International Conference, 2020

Exploring Interpretable Predictive Models for Business Processes.
Proceedings of the Business Process Management - 18th International Conference, 2020

2019
Interpreting Predictive Process Monitoring Benchmarks.
CoRR, 2019

Preference-Based Resource and Task Allocation in Business Process Automation.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2019 Conferences, 2019

Generating Log Requirements for Checking Conformance against Healthcare Standards using Workflow Modelling.
Proceedings of the Australasian Computer Science Week Multiconference, 2019

Network Ties and Their Effect on Employee Collaboration in Enterprise Social Networks: A Review and Research Agenda.
Proceedings of the Australasian Conference on Information Systems, 2019

2018
Towards Event Log Querying for Data Quality - Let's Start with Detecting Log Imperfections.
Proceedings of the On the Move to Meaningful Internet Systems. OTM 2018 Conferences, 2018

Design and Performance Analysis of Load Balancing Strategies for Cloud-Based Business Process Management Systems.
Proceedings of the On the Move to Meaningful Internet Systems. OTM 2018 Conferences, 2018

Towards the Design of a Scalable Business Process Management System Architecture in the Cloud.
Proceedings of the Conceptual Modeling - 37th International Conference, 2018

Finding the "Liberos": Discover Organizational Models with Overlaps.
Proceedings of the Business Process Management - 16th International Conference, 2018

2017
Supporting aspect orientation in business process management - From process modelling to process enactment.
Softw. Syst. Model., 2017

Process querying: Enabling business intelligence through query-based process analytics.
Decis. Support Syst., 2017

2015
Workflow Management.
Proceedings of the Handbook on Business Process Management 1, 2015

Process Mining for Clinical Processes: A Comparative Analysis of Four Australian Hospitals.
ACM Trans. Manag. Inf. Syst., 2015

Untanglings: a novel approach to analyzing concurrent systems.
Formal Aspects Comput., 2015

Event interval analysis: Why do processes take time?
Decis. Support Syst., 2015

Discovering Behavioural Interfaces for Overloaded Web Services.
Proceedings of the 2015 IEEE World Congress on Services, 2015

Deriving Artefact-Centric Interfaces for Overloaded Web Services.
Proceedings of the Advanced Information Systems Engineering, 2015

Realisation of Cost-Informed Process Support Within the YAWL Workflow Environment.
Proceedings of the Asia Pacific Business Process Management, 2015

2014
How to guarantee compliance between workflows and product lifecycles?
Inf. Syst., 2014

Current Research in Risk-aware Business Process Management - Overview, Comparison, and Gap Analysis.
Commun. Assoc. Inf. Syst., 2014

Extending BPMN for Configurable Process Modeling.
Proceedings of the Moving Integrated Product Development to Service Clouds in the Global Economy, 2014

Service Interface Synthesis in Business Networks.
Proceedings of the Service-Oriented Computing - ICSOC 2014 Workshops, 2014

2013
YAWL4Industry: Reflections on using YAWL for Industry Projects.
Proceedings of the First YAWL Symposium, Sankt Augustin, Germany, June 7, 2013, 2013

Dynamic Weaving in Aspect Oriented Business Process Management.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2013 Conferences, 2013

Cost-Informed Operational Process Support.
Proceedings of the Conceptual Modeling - 32th International Conference, 2013

Understanding Process Behaviours in a Large Insurance Company in Australia: A Case Study.
Proceedings of the Advanced Information Systems Engineering, 2013

APQL: A Process-Model Query Language.
Proceedings of the Asia Pacific Business Process Management, 2013

Cost-Aware Business Process Management: A Research Agenda.
Proceedings of the Australasian Conference on Information Systems, 2013

2012
Privacy Compliance Verification in Cryptographic Protocols.
Trans. Petri Nets Other Model. Concurr., 2012

Analysing And Improving A Recruitment Process: A Teaching Case For Developing Business Process Improvement Capabilities.
Proceedings of the 16th Pacific Asia Conference on Information Systems, 2012

Operational Semantics of Aspects in Business Process Management.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2012 Workshops, 2012

Aspect Oriented Business Process Modelling with Precedence.
Proceedings of the Business Process Model and Notation - 4th International Workshop, 2012

Root Cause Analysis with Enriched Process Logs.
Proceedings of the Business Process Management Workshops, 2012

2011
Data and process requirements for product recall coordination.
Comput. Ind., 2011

Workflow support for scheduling in surgical care processes.
Proceedings of the 19th European Conference on Information Systems, 2011

2010
Modelling Complex Resource Requirements in Business Process Management Systems.
Proceedings of the Australasian Conference on Information Systems, 2010

The Business Process Execution Language.
Proceedings of the Modern Business Process Automation - YAWL and its Support Environment, 2010

YAWL4Film.
Proceedings of the Modern Business Process Automation - YAWL and its Support Environment, 2010

2009
From business process models to process-oriented software systems.
ACM Trans. Softw. Eng. Methodol., 2009

Comparing and evaluating Petri net semantics for BPEL.
Int. J. Bus. Process. Integr. Manag., 2009

Modeling and Verification of Privacy Enhancing Protocols.
Proceedings of the Formal Methods and Software Engineering, 2009

Yet Another Workflow Language.
Proceedings of the Handbook of Research on Business Process Modeling., 2009

2008
Conformance checking of service behavior.
ACM Trans. Internet Techn., 2008

Pattern-Based Translation of BPMN Process Models to BPEL Web Services.
Int. J. Web Serv. Res., 2008

Toward Web-Scale Workflows for Film Production.
IEEE Internet Comput., 2008

Semantics and analysis of business process models in BPMN.
Inf. Softw. Technol., 2008

The Service Adaptation Machine.
Proceedings of the ECOWS 2008, 2008

2007
Formal semantics and analysis of control flow in WS-BPEL.
Sci. Comput. Program., 2007

2006
From BPMN Process Models to BPEL Web Services.
Proceedings of the 2006 IEEE International Conference on Web Services (ICWS 2006), 2006

Choreography Conformance Checking: An Approach based on BPEL and Petri Nets.
Proceedings of the Role of Business Processes in Service Oriented Architectures, 16.07., 2006

Translating Standard Process Models to BPEL.
Proceedings of the Advanced Information Systems Engineering, 18th International Conference, 2006

2005
WofBPEL: A Tool for Automated Analysis of BPEL Processes.
Proceedings of the Service-Oriented Computing, 2005

2004
An improved formal specification of the Internet Open Trading Pprotocol.
Proceedings of the 2004 ACM Symposium on Applied Computing (SAC), 2004

Formal Analysis of the Internet Open Trading Protocol.
Proceedings of the Applying Formal Methods: Testing, Performance and M/ECommerce, 2004

2003
On Verifying the Internet Open Trading Protocol.
Proceedings of the E-Commerce and Web Technologies, 4th International Conference, 2003

2002
A Formal and Executable Specification of the Internet Open Trading Protocol.
Proceedings of the E-Commerce and Web Technologies, Third International Conference, 2002

A Formal Service Specification for the Internet Open Trading Protocol.
Proceedings of the Applications and Theory of Petri Nets 2002, 2002


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