Dam, Hoa

Overview

Hoa Khanh Dam is an Associate Professor in the School of Computing and Information Technology, University of Wollongong (UOW) in Australia. He is Associate Director for the Decision System Lab at UOW, heading its Software Engineering Analytics research program. His research interests lie primarily in the intersection of software engineering, business process management and service-oriented computing, focusing on such areas as software engineering analytics, process analytics and service analytics. He holds PhD and Master degrees in Computer Science from RMIT University, and Bachelor of Computer Science degree from the University of Melbourne in Australia. His research has won multiple Best Paper Awards (at WICSA, APCCM, and ASWEC) and ACM SIGSOFT Distinguished Paper Award (at MSR). His work has been published in the top venues in software engineering journals (IEEE TSE, JSS, EMSE) and conferences (ICSE, ASE, FSE), AI/intelligent agents (AAMAS, JAAMAS), and service-oriented computing (ICSOC, CaiSE, BPM). He has served as Program Chair, Organization Chair, Guest Editor, Journal Editorial Board, Steering Committee and (Senior) Program Committees for various international conferences and journals in his areas of expertise. Prior to his academic career, he spent a number of years in the industry at various positions, including technical architect, project manager and software engineer.

He has been teaching Software Engineering at UOW since 2009 and serves as a Course Director for the Bachelor of Computer Science degree. He had also spent some time (2003 - 2005) teaching Software Engineering at RMIT University in Vietnam.

Research Overview

- Artificial Intelligence for Software Engineering
- Software Engineering Analytics
- Process Analytics
- Service Analytics
- Software Maintenance and Evolution
- Change management & inconsistency management
- Model-driven development and evolution
- Agent-oriented software engineering
- Service-oriented engineering
- Business process management
- Software architectures

Available as Research Supervisor

Selected Publications

Journal Article

Year	Title
2021	Automatic Feature Learning for Predicting Vulnerable Software Components Published In IEEE Transactions on Software Engineering
2021	Automatically recommending components for issue reports using deep learning Published In Empirical Software Engineering
2020	An Empirical Study of Model-Agnostic Techniques for Defect Prediction Models Published In IEEE Transactions on Software Engineering
2020	G2i: A principled approach to leveraging the goal-to-information nexus in BDI agents Published In Procedia Computer Science
2019	A deep learning model for estimating story points Published In IEEE Transactions on Software Engineering
2019	Artificial intelligence for software engineering Published In XRDS Crossroads The ACM Magazine for Students
2019	GameOfFlows: Process Instance Adaptation in Complex, Dynamic and Potentially Adversarial Domains Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2019	Leveraging Regression Algorithms for Predicting Process Performance Using Goal Alignments Published In Lecture Notes in Business Information Processing
2018	Leveraging regression algorithms for process performance predictions Published In Lecture Notes in Computer Science
2018	Leveraging unstructured data to analyze implicit process context Published In Lecture Notes in Business Information Processing
2018	Predicting Delivery Capability in Iterative Software Development Published In IEEE Transactions on Software Engineering
2018	Predicting Issues for Resolving in the Next Release Published In Lecture Notes in Business Information Processing
2017	Goal orchestrations: Modelling and mining flexible business processes Published In Lecture Notes in Computer Science
2017	Leveraging game-tree search for robust process enactment Published In Lecture Notes in Computer Science
2017	Mining task post-conditions: Automating the acquisition of process semantics Published In Data and Knowledge Engineering
2017	Predicting the delay of issues with due dates in software projects Published In Empirical Software Engineering: an international journal
2016	Consistent merging of model versions Published In Journal of Systems and Software
2016	Context-aware recommendation of task allocations in service systems Published In Lecture Notes in Computer Science
2016	First-Stage Development and Validation of a Web-Based Automated Dietary Modeling Tool: Using Constraint Optimization Techniques to Streamline Food Group and Macronutrient Focused Dietary Prescriptions for Clinical Trials Published In Journal of Medical Internet Research
2016	Introduction to the Special Issue on Principles and Practices in Multi-Agent Systems Published In Scalable Computing Practice and Experience
2016	Managing changes in the enterprise architecture modelling context Published In Enterprise Information Systems
2016	The dietary modelling tool: Using online constraint optimisation techniques to streamline food-based dietary prescriptions Published In Journal of Nutrition and Intermediary Metabolism
2015	An agent-mediated platform for business processes Published In International Journal of Information Technology and Web Engineering
2015	Discovering and categorizing goal alignments from mined process variants Published In Lecture Notes in Computer Science
2015	Goal-aligned categorization of instance variants in knowledge-intensive processes Published In Lecture Notes in Computer Science
2015	Learning relationships between the business layer and the application layer in ArchiMate models Published In Lecture Notes in Computer Science
2015	Mining business rules from business process model repositories Published In Business Process Management Journal
2015	Mining process task post-conditions Published In Lecture Notes in Computer Science
2015	Mining version histories for change impact analysis in business process model repositories Published In Computers in Industry
2014	Augmenting complex problem solving with hybrid compute units Published In Lecture Notes in Computer Science
2014	Predicting change impact in Web service ecosystems Published In International Journal of Web Information Systems
2014	Semantic monitoring and compensation in socio-technical processes Published In Lecture Notes in Computer Science
2014	Simultaneous nitrification/denitrification and trace organic contaminant (TrOC) removal by an anoxic–aerobic membrane bioreactor (MBR) Published In Bioresource Technology
2014	Towards mining norms in open source software repositories Published In Lecture Notes in Computer Science
2013	Improving the reactivity of BDI agent programs Published In Lecture Notes in Computer Science
2013	Supporting change impact analysis for intelligent agent systems Published In Science of Computer Programming
2013	The use of norms Published In Dagstuhl Follow-Ups
2013	Towards a next-generation AOSE methodology Published In Science of Computer Programming
2013	Towards semantic merging of versions of BDI agent systems Published In Lecture Notes in Computer Science
2012	Agent-based development for business processes Published In Lecture Notes in Computer Science
2012	An agent-oriented approach to service analysis and design Published In Lecture Notes in Computer Science
2012	Maintaining motivation models (in BMM) in the context of a (WSDL-S) service landscape Published In Lecture Notes in Computer Science
2012	Relationship-preserving change propagation in process ecosystems Published In Lecture Notes in Computer Science
2011	An agent-oriented approach to change propagation in software maintenance Published In Autonomous Agents and Multi-Agent Systems
2009	Evaluating an agent-oriented approach for change propagation Published In Lecture Notes in Computer Science
2008	Generation of repair plans for change propagation Published In Lecture Notes in Computer Science

Book

Year	Title
2014	Preface

Chapter

Year	Title
2021	Abductive Design of BDI Agent-Based Digital Twins of Organizations Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Publisher Springer International Publishing
2020	Designing optimal robotic process automation architectures Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Publisher Springer International Publishing
2019	Empowering Software Engineering with Artificial Intelligence Published In Lecture Notes in Business Information Processing Publisher Springer International Publishing
2014	Declarative service modeling through adaptive case management Published In Handbook of Research on Demand-Driven Web Services: Theory, Technologies and Applications Publisher United States
2012	Strategic alignment of business processes Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Publisher Springer Berlin Heidelberg

Conference Paper

Year	Title
2021	The Future of Robotic Process Automation (RPA) Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2020	Workload-aware reviewer recommendation using a multi-objective search-based approach Published In PROMISE 2020 - Proceedings of the 16th ACM International Conference on Predictive Models and Data Analytics in Software Engineering, Co-located with ESEC/FSE 2020
2019	A value-based trust assessment model for multi-agent systems Published In IJCAI International Joint Conference on Artificial Intelligence
2019	An explainable deep model for defect prediction Published In Proceedings - 2019 IEEE/ACM 7th International Workshop on Realizing Artificial Intelligence Synergies in Software Engineering, RAISE 2019
2019	DeepJIT: An end-to-end deep learning framework for just-in-time defect prediction Published In IEEE International Working Conference on Mining Software Repositories
2019	Lessons learned from using a deep tree-based model for software defect prediction in practice Published In 2019 IEEE/ACM 16th International Conference on Mining Software Repositories (MSR)
2019	Towards effective AI-powered agile project management Published In Proceedings - 2019 IEEE/ACM 41st International Conference on Software Engineering: New Ideas and Emerging Results, ICSE-NIER 2019
2018	Catalogen: Generating catalogs of code examples collected from OSS Published In 2018 IEEE Third International Workshop on Dynamic Software Documentation (DySDoc3)
2018	Explainable software analytics Published In International Conference on Software Engineering 2018
2018	Generating pseudo-code from source code using deep learning Published In Proceedings - 25th Australasian Software Engineering Conference, ASWEC 2018
2018	Message from the ASWEC 2018: Full research paper program committee chairs Published In Proceedings - 25th Australasian Software Engineering Conference, ASWEC 2018
2018	Multi-Objective Iteration Planning in Agile Development Published In Proceedings: 25th Asia-Pacific Software Engineering Conference, APSEC
2018	Poster: Predicting components for issue reports using deep learning with information retrieval Published In International Conference on Software Engineering (ICSE 2018)
2017	Mining goal refinement patterns: Distilling know-how from data Published In Lecture Notes in Computer Science
2017	Multi-objective search-based approach to estimate issue resolution time Published In PROMISE: Proceedings of the 13th International Conference on Predictive Models and Data Analytics in Software Engineering
2016	Analyzing topics and trends in the PRIMA literature Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2016	Context-Aware Analysis of Past Process Executions to Aid Resource Allocation Decisions Published In ADVANCED INFORMATION SYSTEMS ENGINEERING (CAISE 2016)
2016	Context-Aware Recommendation of Task Allocations in Service Systems Published In SERVICE-ORIENTED COMPUTING, (ICSOC 2016)
2016	DeepSoft: A Vision for a Deep Model of Software Published In 24th ACM SIGSOFT International Symposium on the Foundations of Software Engineering (FSE 2016)
2016	Externalization of software behavior by the mining of norms Published In Proceedings of the 13th International Conference on Mining Software Repositories
2016	Process compliance in open source software development - A study of Python Enhancement Proposals (PEPS) Published In 24th European Conference on Information Systems, ECIS 2016
2015	Characterization and prediction of issue-related risks in software projects Published In IEEE International Working Conference on Mining Software Repositories
2015	Mining software repositories for social norms Published In Proceedings - 37th International Conference on Software Engineering
2015	Predicting delays in software projects using networked classification Published In 2015 30th IEEE/ACM International Conference on Automated Software Engineering (ASE)
2015	Service-oriented computing: 13th international conference, ICSOC 2015 Goa, India, November 16-19, 2015 proceedings Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2015	Threshold-based prediction of schedule overrun in software projects Published In Proceedings of the 24th Australasian Software Engineering Conference (ASWEC 2015)
2015	Who will Answer my Question on Stack Overflow? Published In 2015 24TH AUSTRALASIAN SOFTWARE ENGINEERING CONFERENCE (ASWEC 2015)
2014	A CMMI-based automated risk assessment framework Published In Proceedings - 21st Asia-Pacific Software Engineering Conference, APSEC 2014
2014	Augmenting complex problem solving with hybrid compute units Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2014	Data-driven requirements modeling: Some initial results with i* Published In Proceedings of the Tenth Asia-Pacific Conference on Conceptual Modelling (APCCM 2014)
2014	Inconsistency resolution in merging versions of architectural models Published In 11th Working IEEE/IFIP Conference on Software Architecture 2014, WICSA 2014
2014	The post-theoretic enterprise: A service-oriented view Published In 7th International Conference on Service-Oriented Computing and Applications (SOCA 2014)
2012	Design maintenance in process eco-systems Published In IEEE 9th International Conference on Services Computing (SCC 2012)
2012	Dynamic change impact analysis for maintaining and evolving agent systems Published In Proceedings of the 11th International Conference on Autonomous Agents and Multiagent Systems
2012	On formalizing inter-process relationships Published In Business Process Management Workshops: BMP 2011 International Workshops, Revised Selected Paper, Part II
2011	An agent-based framework for distributed collaborative model evolution Published In IWPSE-EVOL 2011 12th International Workshop on Principles on Software Evolution and 7th ERCIM Workshop on Software Evolution
2011	Automated change impact analysis for agent systems Published In 2011 27th IEEE International Conference on Software Maintenance (ICSM)
2011	Strategic alignment of business processes Published In 7th International Workshop on Engineering Service Oriented Applications
2010	Business rules discovery from process design repositories Published In IEEE World Congress on Services
2010	On business services representation – the 3 x 3 x 3 Approach Published In Australasian Conference on Information Systems
2010	Supporting change propagation in UML models Published In IEEE International Conference on Software Maintenance
2010	Supporting change propagation in the evolution of enterprise architectures Published In International Enterprise Distributed Object Computing Conference
2010	Supporting change propagation in the maintenance and evolution of service-oriented architectures Published In Asia-Pacific Software Engineering Conference
2008	An agent-oriented approach to support change propagation in software evolution Published In Proceedings of the 7th international joint conference on Autonomous agents and multiagent systems
2008	Cost-based BDI plan selection for change propagation Published In AAMAS '08 Proceedings of the 7th international joint conference on Autonomous agents and multiagent systems

Editor Of

Book
- Service-Oriented Computing: Proceedings of the 13th International Conference, ICSOC 2015. Heidelberg, Germany. 2015
- PRIMA 2014: principles and practice of multi-agent systems. Switzerland. 2014

Investigator On

Year	Title
2018 - 2019	Self-Governance in Trusted Autonomous Systems Awarded by: Defence Innovation Network (DIN) Funding Scheme: Pilot Projects
2016	Predicting hazardous software components using deep learning Awarded by: Samsung Global Research Outreach Funding Scheme: Samsung Global Research Outreach

Available as Research Supervisor

Advisees

Graduate Advising Relationship

Degree	Research Title	Advisee
Doctor of Philosophy	Artificial Intelligence (AI) in Supply Chain Management (SCM) Applications in the Financial Services Industry (FSI)
Doctor of Philosophy (Integrated)	Adaptive Allocation of Cloud Computing Resources Using Fuzzy Logic	Alelaimat, Ahmad
Doctor of Philosophy	A System for Privacy Preserving Distributed Process Mining	Khan, Muhammad
Doctor of Philosophy	Enterprise Architecture to Facilitate Automated and Semi-Automated Analytics for Opportunity Analysis and Actionable Insights	Kocherry, Joel
Doctor of Philosophy	Developing analytic models to support agile software development	Alhefdhi, Aziz
Doctor of Philosophy	The future of RPA: Leveraging deeper insights into effective human behaviour using novel classes of abstractions combined with machine learning	Mahala, Geeta
Doctor of Philosophy	Development Methodologies for IoT using Goal Spatial Reasoning.	Alzahrani, Yazeed
Doctor of Philosophy	AI Driven Business Process Discovery & Analytics With Emphasis on Benchmarking to Mine Goals	Misbah, Osama
Doctor of Philosophy	Supporting the Development and Management of Privacy-Aware Software Information Systems	Sangaroonsilp, Pattaraporn
Doctor of Philosophy	Using Machine Learning as a Visual Tool to assist Cancer Management	Ibro, Helena
Doctor of Philosophy	Developing AI-enabled command and Control Systems.	Pulawski, Simon
Doctor of Philosophy	Supporting the development of AI-powered software systems	Nguyen, Bryan

Located In Facility

Building 3, Room 201

Orcid Id

http://orcid.org/0000-0003-4246-0526 (pending confirmation)

Web Of Science Researcher Id

C-6058-2014

Scopus Id

36605907400

Research Overview

- Artificial Intelligence for Software Engineering
- Software Engineering Analytics
- Process Analytics
- Service Analytics
- Software Maintenance and Evolution
- Change management & inconsistency management
- Model-driven development and evolution
- Agent-oriented software engineering
- Service-oriented engineering
- Business process management
- Software architectures

Selected Publications

Journal Article

Year	Title
2021	Automatic Feature Learning for Predicting Vulnerable Software Components Published In IEEE Transactions on Software Engineering
2021	Automatically recommending components for issue reports using deep learning Published In Empirical Software Engineering
2020	An Empirical Study of Model-Agnostic Techniques for Defect Prediction Models Published In IEEE Transactions on Software Engineering
2020	G2i: A principled approach to leveraging the goal-to-information nexus in BDI agents Published In Procedia Computer Science
2019	A deep learning model for estimating story points Published In IEEE Transactions on Software Engineering
2019	Artificial intelligence for software engineering Published In XRDS Crossroads The ACM Magazine for Students
2019	GameOfFlows: Process Instance Adaptation in Complex, Dynamic and Potentially Adversarial Domains Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2019	Leveraging Regression Algorithms for Predicting Process Performance Using Goal Alignments Published In Lecture Notes in Business Information Processing
2018	Leveraging regression algorithms for process performance predictions Published In Lecture Notes in Computer Science
2018	Leveraging unstructured data to analyze implicit process context Published In Lecture Notes in Business Information Processing
2018	Predicting Delivery Capability in Iterative Software Development Published In IEEE Transactions on Software Engineering
2018	Predicting Issues for Resolving in the Next Release Published In Lecture Notes in Business Information Processing
2017	Goal orchestrations: Modelling and mining flexible business processes Published In Lecture Notes in Computer Science
2017	Leveraging game-tree search for robust process enactment Published In Lecture Notes in Computer Science
2017	Mining task post-conditions: Automating the acquisition of process semantics Published In Data and Knowledge Engineering
2017	Predicting the delay of issues with due dates in software projects Published In Empirical Software Engineering: an international journal
2016	Consistent merging of model versions Published In Journal of Systems and Software
2016	Context-aware recommendation of task allocations in service systems Published In Lecture Notes in Computer Science
2016	First-Stage Development and Validation of a Web-Based Automated Dietary Modeling Tool: Using Constraint Optimization Techniques to Streamline Food Group and Macronutrient Focused Dietary Prescriptions for Clinical Trials Published In Journal of Medical Internet Research
2016	Introduction to the Special Issue on Principles and Practices in Multi-Agent Systems Published In Scalable Computing Practice and Experience
2016	Managing changes in the enterprise architecture modelling context Published In Enterprise Information Systems
2016	The dietary modelling tool: Using online constraint optimisation techniques to streamline food-based dietary prescriptions Published In Journal of Nutrition and Intermediary Metabolism
2015	An agent-mediated platform for business processes Published In International Journal of Information Technology and Web Engineering
2015	Discovering and categorizing goal alignments from mined process variants Published In Lecture Notes in Computer Science
2015	Goal-aligned categorization of instance variants in knowledge-intensive processes Published In Lecture Notes in Computer Science
2015	Learning relationships between the business layer and the application layer in ArchiMate models Published In Lecture Notes in Computer Science
2015	Mining business rules from business process model repositories Published In Business Process Management Journal
2015	Mining process task post-conditions Published In Lecture Notes in Computer Science
2015	Mining version histories for change impact analysis in business process model repositories Published In Computers in Industry
2014	Augmenting complex problem solving with hybrid compute units Published In Lecture Notes in Computer Science
2014	Predicting change impact in Web service ecosystems Published In International Journal of Web Information Systems
2014	Semantic monitoring and compensation in socio-technical processes Published In Lecture Notes in Computer Science
2014	Simultaneous nitrification/denitrification and trace organic contaminant (TrOC) removal by an anoxic–aerobic membrane bioreactor (MBR) Published In Bioresource Technology
2014	Towards mining norms in open source software repositories Published In Lecture Notes in Computer Science
2013	Improving the reactivity of BDI agent programs Published In Lecture Notes in Computer Science
2013	Supporting change impact analysis for intelligent agent systems Published In Science of Computer Programming
2013	The use of norms Published In Dagstuhl Follow-Ups
2013	Towards a next-generation AOSE methodology Published In Science of Computer Programming
2013	Towards semantic merging of versions of BDI agent systems Published In Lecture Notes in Computer Science
2012	Agent-based development for business processes Published In Lecture Notes in Computer Science
2012	An agent-oriented approach to service analysis and design Published In Lecture Notes in Computer Science
2012	Maintaining motivation models (in BMM) in the context of a (WSDL-S) service landscape Published In Lecture Notes in Computer Science
2012	Relationship-preserving change propagation in process ecosystems Published In Lecture Notes in Computer Science
2011	An agent-oriented approach to change propagation in software maintenance Published In Autonomous Agents and Multi-Agent Systems
2009	Evaluating an agent-oriented approach for change propagation Published In Lecture Notes in Computer Science
2008	Generation of repair plans for change propagation Published In Lecture Notes in Computer Science

Book

Year	Title
2014	Preface

Chapter

Year	Title
2021	Abductive Design of BDI Agent-Based Digital Twins of Organizations Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Publisher Springer International Publishing
2020	Designing optimal robotic process automation architectures Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Publisher Springer International Publishing
2019	Empowering Software Engineering with Artificial Intelligence Published In Lecture Notes in Business Information Processing Publisher Springer International Publishing
2014	Declarative service modeling through adaptive case management Published In Handbook of Research on Demand-Driven Web Services: Theory, Technologies and Applications Publisher United States
2012	Strategic alignment of business processes Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Publisher Springer Berlin Heidelberg

Conference Paper

Year	Title
2021	The Future of Robotic Process Automation (RPA) Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2020	Workload-aware reviewer recommendation using a multi-objective search-based approach Published In PROMISE 2020 - Proceedings of the 16th ACM International Conference on Predictive Models and Data Analytics in Software Engineering, Co-located with ESEC/FSE 2020
2019	A value-based trust assessment model for multi-agent systems Published In IJCAI International Joint Conference on Artificial Intelligence
2019	An explainable deep model for defect prediction Published In Proceedings - 2019 IEEE/ACM 7th International Workshop on Realizing Artificial Intelligence Synergies in Software Engineering, RAISE 2019
2019	DeepJIT: An end-to-end deep learning framework for just-in-time defect prediction Published In IEEE International Working Conference on Mining Software Repositories
2019	Lessons learned from using a deep tree-based model for software defect prediction in practice Published In 2019 IEEE/ACM 16th International Conference on Mining Software Repositories (MSR)
2019	Towards effective AI-powered agile project management Published In Proceedings - 2019 IEEE/ACM 41st International Conference on Software Engineering: New Ideas and Emerging Results, ICSE-NIER 2019
2018	Catalogen: Generating catalogs of code examples collected from OSS Published In 2018 IEEE Third International Workshop on Dynamic Software Documentation (DySDoc3)
2018	Explainable software analytics Published In International Conference on Software Engineering 2018
2018	Generating pseudo-code from source code using deep learning Published In Proceedings - 25th Australasian Software Engineering Conference, ASWEC 2018
2018	Message from the ASWEC 2018: Full research paper program committee chairs Published In Proceedings - 25th Australasian Software Engineering Conference, ASWEC 2018
2018	Multi-Objective Iteration Planning in Agile Development Published In Proceedings: 25th Asia-Pacific Software Engineering Conference, APSEC
2018	Poster: Predicting components for issue reports using deep learning with information retrieval Published In International Conference on Software Engineering (ICSE 2018)
2017	Mining goal refinement patterns: Distilling know-how from data Published In Lecture Notes in Computer Science
2017	Multi-objective search-based approach to estimate issue resolution time Published In PROMISE: Proceedings of the 13th International Conference on Predictive Models and Data Analytics in Software Engineering
2016	Analyzing topics and trends in the PRIMA literature Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2016	Context-Aware Analysis of Past Process Executions to Aid Resource Allocation Decisions Published In ADVANCED INFORMATION SYSTEMS ENGINEERING (CAISE 2016)
2016	Context-Aware Recommendation of Task Allocations in Service Systems Published In SERVICE-ORIENTED COMPUTING, (ICSOC 2016)
2016	DeepSoft: A Vision for a Deep Model of Software Published In 24th ACM SIGSOFT International Symposium on the Foundations of Software Engineering (FSE 2016)
2016	Externalization of software behavior by the mining of norms Published In Proceedings of the 13th International Conference on Mining Software Repositories
2016	Process compliance in open source software development - A study of Python Enhancement Proposals (PEPS) Published In 24th European Conference on Information Systems, ECIS 2016
2015	Characterization and prediction of issue-related risks in software projects Published In IEEE International Working Conference on Mining Software Repositories
2015	Mining software repositories for social norms Published In Proceedings - 37th International Conference on Software Engineering
2015	Predicting delays in software projects using networked classification Published In 2015 30th IEEE/ACM International Conference on Automated Software Engineering (ASE)
2015	Service-oriented computing: 13th international conference, ICSOC 2015 Goa, India, November 16-19, 2015 proceedings Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2015	Threshold-based prediction of schedule overrun in software projects Published In Proceedings of the 24th Australasian Software Engineering Conference (ASWEC 2015)
2015	Who will Answer my Question on Stack Overflow? Published In 2015 24TH AUSTRALASIAN SOFTWARE ENGINEERING CONFERENCE (ASWEC 2015)
2014	A CMMI-based automated risk assessment framework Published In Proceedings - 21st Asia-Pacific Software Engineering Conference, APSEC 2014
2014	Augmenting complex problem solving with hybrid compute units Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2014	Data-driven requirements modeling: Some initial results with i* Published In Proceedings of the Tenth Asia-Pacific Conference on Conceptual Modelling (APCCM 2014)
2014	Inconsistency resolution in merging versions of architectural models Published In 11th Working IEEE/IFIP Conference on Software Architecture 2014, WICSA 2014
2014	The post-theoretic enterprise: A service-oriented view Published In 7th International Conference on Service-Oriented Computing and Applications (SOCA 2014)
2012	Design maintenance in process eco-systems Published In IEEE 9th International Conference on Services Computing (SCC 2012)
2012	Dynamic change impact analysis for maintaining and evolving agent systems Published In Proceedings of the 11th International Conference on Autonomous Agents and Multiagent Systems
2012	On formalizing inter-process relationships Published In Business Process Management Workshops: BMP 2011 International Workshops, Revised Selected Paper, Part II
2011	An agent-based framework for distributed collaborative model evolution Published In IWPSE-EVOL 2011 12th International Workshop on Principles on Software Evolution and 7th ERCIM Workshop on Software Evolution
2011	Automated change impact analysis for agent systems Published In 2011 27th IEEE International Conference on Software Maintenance (ICSM)
2011	Strategic alignment of business processes Published In 7th International Workshop on Engineering Service Oriented Applications
2010	Business rules discovery from process design repositories Published In IEEE World Congress on Services
2010	On business services representation – the 3 x 3 x 3 Approach Published In Australasian Conference on Information Systems
2010	Supporting change propagation in UML models Published In IEEE International Conference on Software Maintenance
2010	Supporting change propagation in the evolution of enterprise architectures Published In International Enterprise Distributed Object Computing Conference
2010	Supporting change propagation in the maintenance and evolution of service-oriented architectures Published In Asia-Pacific Software Engineering Conference
2008	An agent-oriented approach to support change propagation in software evolution Published In Proceedings of the 7th international joint conference on Autonomous agents and multiagent systems
2008	Cost-based BDI plan selection for change propagation Published In AAMAS '08 Proceedings of the 7th international joint conference on Autonomous agents and multiagent systems

Editor Of

Book
- Service-Oriented Computing: Proceedings of the 13th International Conference, ICSOC 2015. Heidelberg, Germany. 2015
- PRIMA 2014: principles and practice of multi-agent systems. Switzerland. 2014

Investigator On

Year	Title
2018 - 2019	Self-Governance in Trusted Autonomous Systems Awarded by: Defence Innovation Network (DIN) Funding Scheme: Pilot Projects
2016	Predicting hazardous software components using deep learning Awarded by: Samsung Global Research Outreach Funding Scheme: Samsung Global Research Outreach

Advisees

Graduate Advising Relationship

Degree	Research Title	Advisee
Doctor of Philosophy	Artificial Intelligence (AI) in Supply Chain Management (SCM) Applications in the Financial Services Industry (FSI)
Doctor of Philosophy (Integrated)	Adaptive Allocation of Cloud Computing Resources Using Fuzzy Logic	Alelaimat, Ahmad
Doctor of Philosophy	A System for Privacy Preserving Distributed Process Mining	Khan, Muhammad
Doctor of Philosophy	Enterprise Architecture to Facilitate Automated and Semi-Automated Analytics for Opportunity Analysis and Actionable Insights	Kocherry, Joel
Doctor of Philosophy	Developing analytic models to support agile software development	Alhefdhi, Aziz
Doctor of Philosophy	The future of RPA: Leveraging deeper insights into effective human behaviour using novel classes of abstractions combined with machine learning	Mahala, Geeta
Doctor of Philosophy	Development Methodologies for IoT using Goal Spatial Reasoning.	Alzahrani, Yazeed
Doctor of Philosophy	AI Driven Business Process Discovery & Analytics With Emphasis on Benchmarking to Mine Goals	Misbah, Osama
Doctor of Philosophy	Supporting the Development and Management of Privacy-Aware Software Information Systems	Sangaroonsilp, Pattaraporn
Doctor of Philosophy	Using Machine Learning as a Visual Tool to assist Cancer Management	Ibro, Helena
Doctor of Philosophy	Developing AI-enabled command and Control Systems.	Pulawski, Simon
Doctor of Philosophy	Supporting the development of AI-powered software systems	Nguyen, Bryan

Located In Facility

Building 3, Room 201

Orcid Id

http://orcid.org/0000-0003-4246-0526 (pending confirmation)

Web Of Science Researcher Id

C-6058-2014

Scopus Id

36605907400

Overview

Overview

Research Overview

Available as Research Supervisor

Publications

Selected Publications

Journal Article

Book

Chapter

Conference Paper

Editor Of

Book

Funding

Investigator On

Supervision

Available as Research Supervisor

Advisees

Graduate Advising Relationship

Contact

Located In Facility

Identity

Orcid Id

Web Of Science Researcher Id

Scopus Id

Overview

Research Overview

Publications

Selected Publications

Journal Article

Book

Chapter

Conference Paper

Editor Of

Book

Funding

Investigator On

Supervision

Advisees

Graduate Advising Relationship

Contact

Located In Facility

Identity

Orcid Id

Web Of Science Researcher Id

Scopus Id

Visualisations