Markus Stumptner

Research Interests

Artificial Intelligence Asset Management Automated software engineering Autonomous agents and multiagent systems Autonomous and robotic systems Building information modelling and management Computational Logic and Formal Languages Conceptual Modelling Cyberphysical systems and internet of things Data management and data science Database Management Decision Support and Group Support Systems Distributed computing and systems software Health Informatics Information and Computing Sciences Interorganisational Information Systems Knowledge Representation and Machine Learning Knowledge representation and reasoning Manufacturing Processes and Technologies Service oriented computing Software architecture Software Engineering

Prof Markus Stumptner

Professor

Office of Engineering and Information Technology

College of Engineering and Information Technology

Eligible to supervise Masters and PhD - email supervisor to discuss availability.

Available For Media Comment.

I am Director of the UniSA Industrial AI Research Centre. (Note: please send administrative requests to IndustrialAI@unisa.edu.au).  I am also Program Lead for Digital Technologies and Interoperability in the Future Energy Exports CRC. 
My research area sits at the junction of different computing disciplines across Artificial Intelligence, Software Engineering, data and process management.
The underlying goal is to develop high efficiency methods for modelling and constructing intelligent software systems for solving real world problems, typically from an industrial and organisational background.
The main focus of my recent work is in the areas of Industry 4.0, interoperability, integration, Self-Aware Systems and autonomous decisionmaking, complex event processing, software system evolution and debugging, and emergent semantics. Typical application areas involve the autonomous enterprise, intelligent asset management/plant operations, future aware business processes, ontologies for design and product configuration, as well as health and bioinformatics.
External project partners: Current and recent project partners include Assetricity, Synengco, BAE Maritime Australia, Lockheed Martin Australia, Defence Science & Technology (DST), the Asset Institute, Yokogawa Electric, ANSTO, Mainpac, Siemens, Delta Electricity/Energy Australia, MacGen/AGL, SA Pathology.
Industrial Standards: I am member of TC184/WG6 (Oil and Gas Interoperability). I am chair of the Joint Special Interest Group for Operations and Maintenance Standards supported by MIMOSA, PCA and FIATECH which has been involved since 2012 in the international Oil and Gas Interoperability Pilot (OGI Pilot). I am currently Co-CTO of MIMOSA.
Industrial Demo: live demo of the OIIE/OGI Pilot and the UniSA transformation engine is depicted in the video below. Warning: This is a long video (40 minutes) primarily aimed at an industrial engineering audience involving detailed presentations from our industry partners. 
Health Standards: I have been involved in the RCPA (Royal College of Pathology Australia) effort for developing standards for clinical databases of genetic variants, following our engagement in genetic data curation: MAWSON Project, funded by QPP (Quality Pathology Pathways program, Department of Health and Ageing); Data Capture project funded by ANDS (Australian National Data Service); Human Variome Project - Australian front end (funded by NeCTAR).

The AI and Software Engineering Lab studies high level descriptions of software systems and problem solving tasks, with the goal of more effective and less maintenance effective software development for complex real world domains. Work ranges from the analysis of classic software engineering methods such as Model-Driven Engineering to knowledge representation and reasoning methods such as ontologies and model-based reasoning. Applications of these techniques are found in such diverse areas as interoperability and systems integration, business process and web service integration, diagnosis/software debugging, product configuration, and the Semantic Web.

Date Position Institution name
2001 - 2025 Professor University of South Australia
1999 - 2000 Professor Johannes Kepler University of Linz
1997 - 2006 Associate Professor TU Wien
1986 - 1997 Lecturer (Vertr.-Ass/Univ.-Ass.) TU Wien

Date Institution name Country Title
1990 TU Wien Austria PhD (Dr.techn.)
1985 TU Wien Austria Master (Dipl.-Ing.)

Year Citation
2025 Michael, J., Cleophas, L., Zschaler, S., Clark, T., Stumptner, M., & Vangheluwe, H. (2025). Model-driven engineering for digital twins: opportunities and challenges. Systems Engineering, online(5), 1-12.
DOI Scopus6 WoS4
2025 Memon, U., Mayer, W., Selway, M., & Stumptner, M. (2025). Interoperability of AI-enhanced digital twins. Journal of Industrial Information Integration, 48(100961), 1-21.
DOI
2025 Chen, B., Cao, Z., Mayer, W., Stumptner, M., & Kowalczyk, R. (2025). HCPI-HRL: Human Causal Perception and Inference-driven Hierarchical Reinforcement Learning. Neural Networks, 187, 13 pages.
DOI Scopus2 WoS2
2024 Woods, C., Selway, M., Bikaun, T., Stumptner, M., & Hodkiewicz, M. (2024). Ontology for maintenance activities and its application to data quality. Semantic Web, 15(2), 319-352.
DOI
2024 Doe, R., Kaur, K., Selway, M., & Stumptner, M. (2024). Ecosystem interoperability for the architecture, engineering, construction & operations (AECO) sector. Journal of Information Technology in Construction, 29, 347-376.
DOI
2023 Morgan, R., Pulawski, S., Selway, M., Ghose, A., Grossmann, G., Mayer, W., . . . Kyprianou, R. (2023). Modelling temporal goals in runtime goal models. Data and Knowledge Engineering, 147(102205), 1-19.
DOI
2022 Jan, Z., Ahamed, F., Mayer, W., Patel, N., Grossmann, G., Stumptner, M., & Kuusk, A. (2022). Artificial intelligence for industry 4.0: Systematic review of applications, challenges, and opportunities. Expert Systems with Applications, 216(article no. 119456), 1-21.
DOI Scopus408 WoS273
2022 Doe, R., Kaur, K., Selway, M., & Stumptner, M. (2022). Interoperability in AECO and the oil & gas sectors: object-based standards and systems. Journal of Information Technology in Construction, 27(Special Issue from The Eastman Symposium), 312-334.
DOI
2021 Pika, A., ter Hofstede, A. H. M., Perrons, R. K., Grossmann, G., Stumptner, M., & Cooley, J. (2021). Using big data to improve safety performance: an application of process mining to enhance data visualisation. Big Data Research, 25(100210), 1-14.
DOI WoS13
2021 Feng, Z., Mayer, W., He, K., Kwashie, S., Stumptner, M., Grossmann, G., . . . Huang, W. (2021). A schema-driven synthetic knowledge graph generation approach with extended graph differential dependencies (GDDxs). IEEE Access, 9(9311121), 5609-5639.
DOI Scopus10 WoS3
2018 Kwashie, S., Liu, J., Li, J., Liu, L., Stumptner, M., & Yang, L. (2018). Certus: An effective entity resolution approach with graph differential dependencies (GDDs). Proceedings of the VLDB Endowment, 12(6), 653-666.
DOI Scopus36 WoS29
2018 Sikos, L. F., Stumptner, M., Mayer, W., Howard, C., Voigt, S., & Philp, D. (2018). Representing network knowledge using provenance-aware formalisms for cyber-situational awareness. Procedia computer science, 126, 29-38.
DOI Scopus18 WoS10
2018 Igamberdiev, M., Grossmann, G., Selway, M., & Stumptner, M. (2018). An integrated multi-level modeling approach for industrial-scale data interoperability. Software and systems modeling, 17(1), 269-294.
DOI WoS27
2017 Selway, M., Stumptner, M., Mayer, W., Jordan, A., Grossmann, G., & Schrefl, M. (2017). A conceptual framework for large-scale ecosystem interoperability and industrial product lifecycles. Data and knowledge engineering, 109, 85-111.
DOI WoS26
2016 Stumptner, M., Xie, X., Eric Wong, W., & Tse, T. H. (2016). Message from the IWPD 2016 Workshop Organizers. Proceedings 2016 IEEE 27th International Symposium on Software Reliability Engineering Workshops Issrew 2016, xviii.
DOI
2015 Selway, M., Grossmann, G., Mayer, W., & Stumptner, M. (2015). Formalising natural language specifications using a cognitive linguistic/configuration based approach. Information Systems, 54, 191-208.
DOI WoS28
2015 Grossmann, G., Mafazi, S., Mayer, W., Schrefl, M., & Stumptner, M. (2015). Change propagation and conflict resolution for the co-evolution of business processes. International journal of cooperative information systems, 24(1), 1-38.
DOI WoS5
2015 Mafazi, S., Grossmann, G., Mayer, W. E., Schrefl, M., & Stumptner, M. (2015). Consistent abstraction of business processes based on constraints. Journal on Data Semantics, 4(1), 59-78.
DOI WoS3
2014 Howard, C., & Stumptner, M. (2014). A survey of directed entity-relation-based first-order probabilistic languages. ACM Computing Surveys, 47(1. article no. 4), 4.1-4.40.
DOI Scopus8 WoS7
2014 Cameron, A., Stumptner, M., Nandagopal, N., Mayer, W., & Mansell, T. (2014). Rule-based peer-to-peer framework for decentralised real-time service oriented architectures. Science of computer programming, 97(2), 202-234.
DOI Scopus22 WoS12
2013 Grossmann, G., Schrefl, M., & Stumptner, M. (2013). Design for service compatibility. Software and System Modeling, 12(3), 489-515.
DOI WoS1
2011 Mayer, W., Stumptner, M., Killisperger, P., & Grossmann, G. (2011). A declarative framework for work process configuration. AI EDAM-ARTIFICIAL INTELLIGENCE FOR ENGINEERING DESIGN ANALYSIS AND MANUFACTURING, 25(2), 143-162.
DOI WoS4
2010 Grossmann, G., Schrefl, M., & Stumptner, M. (2010). Modelling and enforcement of inter-process dependencies with business process modelling languages. Journal of research and practice in information technology, 42(4), 289-322.
WoS5
2009 Howard, C., & Stumptner, M. (2009). Automated compilation of object-oriented probabilistic relational models. International Journal of Approximate Reasoning, 50(9), 1369-1398.
DOI Scopus7 WoS5
2009 Killisperger, P. S., Stumptner, M., Peters, G., & Stuckl, T. (2009). Specifying OCL constraints on process instantiations. Electronic Communications of the EASST, 24, 1-5.
DOI
2008 Hooijmaijers, D., & Stumptner, M. (2008). Trust-annotated ontology integration using social modelling. Expert systems : the journal of knowledge engineering, 25(3), 237-252.
DOI
2007 Mayer, W. E., & Stumptner, M. (2007). Model-based debugging : state of the art and future challenges. Electronic Notes in Theoretical Computer Science, 174(4), 61-82.
DOI
2007 Shen, J., Grossmann, G., Yang, Y., Stumptner, M., Schrefl, M., & Reiter, T. (2007). Analysis of business process integration in web service context. Future generation computer systems, 23(3), 283-294.
DOI
2005 Grossmann, G., Ren, Y., Schrefl, M., & Stumptner, M. (2005). Behaviour based integration of composite business processes. Lecture notes in computer science, 186-204.
DOI
2004 Felfernig, A., Friedrich, G., Jannach, D., & Stumptner, M. (2004). Consistency-based diagnosis of configuration knowledge bases. Artificial intelligence, 152(2), 213-234.
DOI
2003 Soininen, T., & Stumptner, M. (2003). Guest editorial: Special issue: Configuration. Artificial intelligence for engineering design, analysis and manufacturing: AIEDAM, 17(1), 1-2.
DOI
2003 Felfernig, A., Friedrich, G., Jannach, D., Stumptner, M., & Zanker, M. (2003). Configuration knowledge representations for Semantic Web applications. Artificial intelligence for engineering design, analysis and manufacturing, 17(1), 31-50.
DOI
2002 Schrefl, M., & Stumptner, M. (2002). Behavior-consistent specialization of object life cycles. ACM Transactions on Software Engineering and Methodology (TOSEM), 11(1), 92-148.
DOI
2002 Wotawa, F., Stumptner, M., & Mayer, W. E. (2002). Model bases debugging or how to diagnose programs automatically. Lecture notes in computer science.
2002 Fleischarnderl, G., Havelka, T., Schreiner, H., Stumptner, M., & Wotawa, F. (2002). DiKe : a model-based diagnosis kernel and its application. AI Communications: the European journal on artificial intelligence.
2001 Stumptner, M., & Wotawa, F. (2001). Diagnosing tree-structured systems. Artificial intelligence, 127(1), 1-29.
DOI
2000 Stumptner, M., & Schrefl, M. (2000). Behaviour Consistent Inheritance in UML. Lecture notes in computer science.

Year Citation
2026 Kularatne, S., Selway, M., Mayer, W., & Stumptner, M. (2026). Automating Perdurant Meta-Property Assignment Using GPT-4. In Event/exhibition information: 38th Australasian Joint Conference on Artificial Intelligence, AI 2025, Canberra, Australia, 01/12/2025 - 05/12/2025
Source details - Title: AI 2025: Advances in Artificial Intelligence (pp. 40-53). Germany: Springer.
DOI
2025 Memon, U., Mayer, W., Stumptner, M., & Selway, M. (2025). Challenges in composite Digital Twin models and their impact on interoperability. In M. Dassisti, K. Madani, & H. Panetto (Eds.), Event/exhibition information: 5th International Conference on Innovative Intelligent Industrial Production and Logistics, IN4PL 2024, Porto, 21/11/2024-22/11/2024
Source details - Title: Innovative Intelligent Industrial Production and Logistics : 5th International Conference, IN4PL 2024, Porto, Portugal, November 21–22, 2024, Proceedings, Part II Communications in Computer and Information Science (Vol. 2373, pp. 413-425). Cham, Switzerland: Springer.
DOI
2023 Kaur, K., Selway, M., Stumptner, M., Johnston, A., & Mathew, J. (2023). Standards-based interoperable digital twin in industry 4.0 - a pilot demonstration. In A. Marquez (Ed.), Event/exhibition information: 16th World Congress on Engineering Asset Management, WCEAM 2022, Seville, 05/10/2022-07/10/2022
Source details - Title: World Congress on Engineering Asset Management: WCEAM 2022: 16th WCEAM Proceedings (pp. 726-735). Switzerland: Springer.
DOI
2023 Dawoud, A., Mahala, G., Islam, C., Mayer, W., Ghose, A., Babar, M. A., . . . Grossmann, G. (2023). A Goal-Driven Approach to Support Decision-Making with Incomplete Information in Cyber Operations. In C. Cabanillas, & F. Pérez (Eds.), Intelligent Information Systems (Vol. 477 LNBIP, pp. 77-85). Cham, Switzerland :: Springer International Publishing.
DOI
2019 Pika, A., ter Hofstede, A. H. M., Perrons, R. K., Grossmann, G., Stumptner, M., & Cooley, J. (2019). Analysing an industrial safety process through process mining: A case study. In Source details - Title: Asset Intelligence through Integration and Interoperability and Contemporary Vibration Engineering Technologies (pp. 491-500). Switzerland: Springer.
DOI
2018 Mayer, W., Grossmann, G., Selway, M., Stanek, J., & Stumptner, M. (2018). Variety management for big data. In T. Hope, B. Humm, & A. Reibold (Eds.), Source details - Title: Semantic applications: methodology, technology, corporate use (pp. 47-62). Germany: Springer.
DOI
2018 Sikos, L. F., Philp, D., Howard, C., Voigt, S., Stumptner, M., & Mayer, W. (2018). Knowledge representation of network semantics for reasoning-powered cyber-situational awareness. In L. F. Sikos (Ed.), Source details - Title: AI in cybersecurity (Vol. 151, pp. 19-45). Switzerland: Springer.
DOI Scopus11
2014 Hotz, L., Felfernig, A., Stumptner, M., Ryabokon, A., Bagley, C., & Wolter, K. (2014). Configuration knowledge representation and reasoning. In A. Felfernig (Ed.), Source details - Title: Knowledge-based configuration: from research to business cases (pp. 41-72). Boston, United States: Morgan Kaufmann.
DOI
2014 Friedrich, G., Jannach, D., Stumptner, M., & Zanker, M. (2014). Knowledge engineering for configuration systems. In A. Felfernig (Ed.), Source details - Title: Knowledge-based configuration: from research to business cases (pp. 139-155). Boston, United States: Morgan Kaufmann.
DOI
2014 Tiihonen, J., Mayer, W., Stumptner, M., & Heiskala, M. (2014). Configuring services and processes. In A. Felfernig (Ed.), Source details - Title: Knowledge-based configuration: from research to business cases (pp. 251-260). Massachusetts: Morgan Kaufmann.
DOI
2011 Grossmann, G., Thiagarajan, R., Schrefl, M., & Stumptner, M. (2011). Conceptual modeling approaches for dynamic web service composition. In R. Kaschek, & L. Delcambre (Eds.), Source details - Title: The evolution of conceptual modeling (Vol. 6520, pp. 180-204). Germany: Springer.
DOI WoS4
2010 Mayer, W. E., Pucel, X. T., & Stumptner, M. (2010). Diagnosing component interaction errors from abstract event traces. In L. Li, & J. Jiuyong (Eds.), Event/exhibition information: 23rd Australasian Joint Conference on Artificial Intelligence, Adelaide, South Australia, 07/12/2010-10/12/2010
Source details - Title: AI 2010 : advances in artificial intelligence : 23rd Australasian joint conference, Adelaide, Australia, December 2010 : proceedings (pp. 496-505). Berlin, Germany: Springer.
DOI
2006 Grossmann, G., Schrefl, M., & Stumptner, M. (2006). Verification of business process integration options. In Source details - Title: International Conference on Business Process Management (BPM) (pp. 432-438). Germany: Springer.
DOI
2006 Hao, Y., Quirchmayr, G., & Stumptner, M. (2006). Mining MOUCLAS patterns and jumping MOUCLAS patterns to construct classifiers. In Source details - Title: Data mining : theory, methodology, techniques, and applications (pp. 118-129). New York ; [London]: Springer.
DOI
2004 Grossmann, G., Schrefl, M., & Stumptner, M. (2004). Classification of business process correspondences and associated integration operators. In Event/exhibition information: ER 2004 Workshops CoMoGIS, CoMWIM, ECDM, CoMoA, DGOV, and eCOMO, Shanghai, China, 08/11/2004 - 12/11/2004
Source details - Title: Conceptual Modeling for Advanced Application Domains (pp. 653-666). Germany: Springer-Verlag.
DOI
2003 Felfernig, A., Friedrich, G., Jannach, D., Stumptner, M., & Zanker, M. (2003). Transforming UML domain descriptions into configuration knowledge bases. In Source details - Title: Knowledge transformation for the semantic web (pp. 154-168). The Netherlands: IOS Press.
2000 Schrefl, M., & Stumptner, M. (2000). On the Design of Behavior Consistent Specialisations of Object Life Cycles in OBD and UML. In M. P. Papazoglou, S. Spaccapietra, & Z. Tari (Eds.), Source details - Title: Advances in Object-Oriented Data Modelling (pp. 65-104). Cambridge, Massachusetts, USA: MIT Press.

Year Citation
2025 Maruvada, V., Kaur, K., Selway, M., & Stumptner, M. (2025). Evaluating deep learning methods for virtual sensors in water infrastructure digital twins. In 2025 17th International Conference On Computer And Automation Engineering, Iccae (pp. 236-240). US: IEEE.
DOI
2024 Fu, Y., Selway, M., Grossmann, G., Kaur, K., & Stumptner, M. (2024). Modelling a warehouse with SLICER: a contribution to the MULTI warehouse challenge. In 27th International Conference On Model Driven Engineering Languages And Systems: Companion Proceedings, Models 2024 (pp. 828-837). US: IEEE.
DOI
2023 Fu, Y., Grossman, G., Kaur, K., Selway, M., & Stumptner, M. (2023). Towards the integration of multi-level and multi-view modelling for interoperability. In J. E. Guerrero (Ed.), Proceedings - 2023 ACM/IEEE International Conference on Model Driven Engineering Languages and Systems Companion, MODELS-C 2023 (pp. 679-688). US: IEEE.
DOI WoS2
2022 Hoang, T., Grossmann, G., Stanek, J., & Stumptner, M. (2022). Challenges in discovering patient journey processes. In ACM International Conference Proceeding Series (pp. 216-223). US: Association for Computing Machinery.
DOI WoS2
2022 Morgan, R., Pulawski, S., Selway, M., Mayer, W., Grossmann, G., Stumptner, M., . . . Kyprianou, R. (2022). Modeling rates of change and aggregations in runtime goal models. In J. Ralyte (Ed.), Conceptual Modeling (Er 2022) Vol. 13607 (pp. 397-412). Switzerland: Springer.
DOI Scopus2
2022 Fu, Y., Grossmann, G., Kaur, K., Selway, M., & Stumptner, M. (2022). Multi-level risk modelling for interoperability of risk information. In H. Panetto (Ed.), IN4PL 2022 - Proceedings of the 3rd International Conference on Innovative Intelligent Industrial Production and Logistics (pp. 242-249). Portugal: SciTePress.
DOI
2021 Doe, R. M., Kaur, K., Selway, M., & Stumptner, M. (2021). A review of interoperability in the AECO sector compared with the oil & gas sector. In Proceedings of the 38th International Conference of CIB W78 (pp. 282-293). Luxembourg: Luxembourg Institute of Science and Technology.
2021 Woods, C., Selway, M., Hodkiewicz, M., Ameri, F., Stumptner, M., & Sobel, W. (2021). On the notion of maintenance state for industrial assets. In D. Šormaz, & W. Terkaj (Eds.), CEUR Workshop Proceedings Vol. 2969 (pp. 1-14). Germany: CEUR.
2021 Selway, M., Stumptner, M., & Mayer, W. (2021). Towards formalisation of concept descriptions and constraints. In F. Neuhaus, & B. Brodaric (Eds.), Formal Ontology in Information Systems (pp. 18-32). Netherlands: IOS Press.
DOI
2021 Feng, Z. W., Xu, J. K., Mayer, W., Huang, W. Y., He, K. Q., Stumptner, M., . . . Ling, L. (2021). Automatic semantic modeling for structural data source with the prior knowledge from knowledge graph. In Proceedings 2021 IEEE 23rd International Conference on High Performance Computing and Communications, 7th International Conference on Data Science and Systems, 19th International Conference on Smart City and 7th International Conference on Dependability in Sensor, Cloud and Big Data Systems and Applications, HPCC-DSS-SmartCity-DependSys 2021 (pp. 2034-2041). US: IEEE.
DOI Scopus5
2021 Feng, Z., Mayer, W., Stumptner, M., Grossmann, G., Kwashie, S., Ning, D., & He, K. (2021). ASMaaS: automatic semantic modeling as a service. In N. Atukorala (Ed.), Proceedings - 2021 IEEE World Congress on Services, SERVICES 2021 (pp. 33-40). US: IEEE Computer Society Press.
DOI Scopus1
2019 Marian, R., Campbell, D., Jin, Z., Stumptner, M., & Chahl, J. (2019). Challenges in Implementing Industry 4 Laboratories and Learning Factories in Academia. In IEEE International Conference on Industrial Engineering and Engineering Management (pp. 506-510). Netherlands: IEEE.
DOI Scopus5 WoS3
2019 Marian, R., Campbell, D., Jin, Z., Stumptner, M., & Chahl, J. (2019). Critical Infrastructure for Industry 4 Laboratories and Learning Factories in Academia. In IEEE International Conference on Industrial Engineering and Engineering Management (pp. 556-560). US: IEEE.
DOI Scopus4 WoS4
2019 Morgan, R., Grossmann, G., Schrefl, M., & Stumptner, M. (2019). A model-driven approach for visualisation processes. In ACM International Conference Proceeding Series (pp. 1-10). US: ACM Digital Library.
DOI Scopus6 WoS3
2019 Morgan, R., Grossmann, G., Stumptner, M., & Schrefl, M. (2019). Modelling the semantics for model-driven interactive visualizations. In Proceedings - 2019 IEEE 23rd International Enterprise Distributed Object Computing Conference, EDOC 2019 (pp. 132-141). US: IEEE.
DOI
2018 Morgan, R., Grossman, G., Schrefl, M., & Stumptner, M. (2018). Using VizDSL for modelling visualization processes. In Proceedings - IEEE International Enterprise Distributed Object Computing Workshop, EDOCW (pp. 212-215). US: IEEE.
DOI Scopus1 WoS1
2018 Mayer, W., Casanovas, P., Stumptner, M., De Koker, L., & Mendelson, D. (2018). Semantic workflows in law enforcement investigations and legal requirements. In CEUR Workshop Proceedings Vol. 2049 (pp. 51-63). Germany: Rheinisch-Westfaelische Technische Hochschule Aachen.
2018 Selway, M., Owen, K. R., Dexter, R. M., Grossmann, G., Mayer, W., & Stumptner, M. (2018). Automated techniques for generating behavioural models for constructive combat simulations. In Data and decision sciences in action (pp. 103-115). Switzerland: Springer.
DOI WoS2
2018 Morgan, R., Grossmann, G., Schrefl, M., Stumptner, M., & Payne, T. (2018). VizDSL: A visual DSL for interactive information visualization. In J. Krogstie, & H. A. Reijers (Eds.), CAiSE 2018: Advanced information systems engineering Vol. 10816 (pp. 440-455). US: Springer.
DOI Scopus14 WoS9
2018 Kaur, K., Selway, M., Grossmann, G., Stumptner, M., & Johnston, A. (2018). Towards an open-standards based framework for achieving condition-based predictive maintenance. In ACM International Conference Proceeding Series (pp. 1-8). US: ACM.
DOI WoS22
2018 Selway, M., Grossman, G., Stumptner, M., Owen, K. R., & Dexter, R. M. (2018). Integration of visual contracts and model transformation for enhanced MDE development. In Proceedings - 21st ACM/IEEE International Conference on Model Driven Engineering Languages and Systems, MODELS 2018 (pp. 415-425). US: ACM.
DOI
2018 Stumptner, M., Mayer, W., Grossmann, G., Liu, J., Li, W., Casanovas, P., . . . Bainbridge, B. (2018). An Architecture for Establishing Legal Semantic Workflows in the Context of Integrated Law Enforcement. In Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics Vol. 10791 (pp. 124-139). Switzerland: Springer.
DOI Scopus5
2018 Sikos, L. F., Stumptner, M., Mayer, W., Howard, C., Voigt, S., & Philp, D. (2018). Automated reasoning over provenance-aware communication network knowledge in support of cyber-situational awareness. In W. Liu, F. Giunchiglia, & B. Yang (Eds.), International conference on knowledge science, engineering and management KSEM 2018, proceedings Vol. 11062 LNAI (pp. 132-143). Switzerland: Springer Nature Switzerland AG.
DOI Scopus13 WoS7
2018 Li, W., Feng, Z., Mayer, W., Grossmann, G., Kashefi, A. K., & Stumptner, M. (2018). FEDSA: A data federation platform for law enforcement management. In Proceedings - 2018 IEEE 22nd International Enterprise Distributed Object Computing Conference, EDOC 2018 (pp. 21-27). US: IEEE.
DOI Scopus4 WoS3
2018 Feng, Z., Mayer, W., Stumptner, M., Grossmann, G., & Huang, W. (2018). Relationship matching of data sources: A graph-based approach. In Advanced information systems engineering Vol. 10816 LNCS (pp. 539-553). Estonia: Springer.
DOI Scopus2 WoS1
2018 Sikos, L. F., Philp, D., Voigt, S., Howard, C., Stumptner, M., & Mayer, W. (2018). Provenance-aware LOD datasets for detecting network inconsistencies. In CEUR Workshop Proceedings Vol. 2317 (pp. 1-6). Germany: Lehrstuhl Informatik V.
Scopus4
2017 Wondoh, J., Grossmann, G., & Stumptner, M. (2017). Dynamic temporal constraints in business processes. In ACM International Conference Proceeding Series (pp. 1-10). US: ACM Press.
DOI
2017 Morgan, R., Grossmann, G., & Stumptner, M. (2017). VizDSL Towards a graphical visualisation language for enterprise systems interoperability. In 2017 INTERNATIONAL SYMPOSIUM ON BIG DATA VISUAL ANALYTICS (BDVA) (pp. 31-38). AUSTRALIA, Adelaide: IEEE.
WoS5
2017 Mayer, W., Stumptner, M., Casanovas, P., & De Koker, L. (2017). Towards a linked information architecture for integrated law enforcement. In M. Poblet, P. Casanovas, & E. Plaza (Eds.), CEUR Workshop Proceedings Vol. 1897 (pp. 15-27). Germany: RWTH Aachen.
2017 Selway, M., Stumptner, M., Schrefl, M., & Jordan, A. (2017). Level-aware ecosystem transformations for industrial lifecycle interoperability. In Lecture notes in computer science Vol. 10650 (pp. 173-181). US: Springer.
DOI
2017 Morgan, R., Grossmann, G., & Stumptner, M. (2017). VizDSL: Towards a graphical visualisation language for enterprise systems interoperability. In International symposium on big data visual analytics, BDVA 2017 (pp. 1-8). US: IEEE.
DOI Scopus7
2016 Wondoh, J., Grossmann, G., & Stumptner, M. (2016). Utilising bitemporal information for business process contingency management. In ACM International conference proceeding series (pp. 1-10). Australia: ACM - Association for Computing Machinery Inc.
DOI
2016 Wondoh, J., Grossmann, G., & Stumptner, M. (2016). Propagation of event content modification in business processes. In Q. Z. Sheng (Ed.), Service-Oriented Computing: 14th International Conference, ICSOC 2016, Banff, AB, Canada, October 10-13, 2016, Proceedings Vol. 9936 (pp. 70-84). Switzerland: Springer.
DOI
2016 Igamberdiev, M., Grossmann, G., & Stumptner, M. (2016). A feature-based categorization of multi-level modeling approaches and tools. In C. Atkinson, G. Grossmann, & T. Clark (Eds.), CEUR Workshop proceedings Vol. 1722 (pp. 35-44). Germany: Ruzica Piskac.
2016 Stabauer, M., Grossmann, G., & Stumptner, M. (2016). State of the art in knowledge extraction from online polls: a survey of current technologies. In ACSW '16 Proceedings of the Australasian Computer Science Week Multiconference (pp. 1-8). US: ACM.
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2015 Wondoh, J., Grossmann, G., Gasevic, D., Reichert, M., Schrefl, M., & Stumptner, M. (2015). Bitemporal support for business process contingency management. In International conference on conceptual modeling: advances in conceptual modeling Vol. 9382 (pp. 109-118). US: Springer.
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2015 Selway, M., Stumptner, M., Mayer, W. E., Jordan, A. A., Grossmann, G., & Schrefl, M. (2015). A conceptual framework for large-scale ecosystem interoperability. In P. Johannesson (Ed.), Conceptual modeling : 34th International Conference, ER 2015, Stockholm, Sweden, October 19–22, 2015, proceedings Vol. 9381 (pp. 287-301). New York: Springer.
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2015 Igamberdiev, M., Grossmann, G., & Stumptner, M. (2015). Simplification and verification of software and data structure models in the engineering domain. In Proceedings - 2015 24th Australasian Software Engineering Conference, ASWEC 2015 (pp. 138-147). US: IEEE.
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2015 Shen, H., & Stumptner, M. (2015). Message from the research programme committee chairs ASWEC 2015. In Proceedings - 2015 24th Australasian Software Engineering Conference, ASWEC 2015 (pp. IX). US: IEEE.
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2015 Igamberdiev, M., Grossman, G., & Stumptner, M. (2015). Verification of the CD2RDBMS transformation case in Flora-2. In M. Amrani, & E. Wimmer (Eds.), CEUR Workshop Proceedings Vol. 1530 (pp. 28-45). Germany: CEUR.
2015 Wang, X., Tinati, R., Mayer, W., Rowland Campbell, A., Tiropanis, T., Brown, I., . . . Koronios, A. (2015). Building a web observatory for South Australian government: supporting an age friendly population. In 3rd International Workshop on Building Web Observatories (BWOW) (pp. 1-10). United Kingdom: University of Southampton.
2015 Selway, M., Stumptner, M., Mayer, W., Jordan, A., Grossman, G., & Schrefl, M. (2015). Multilevel mapping of ecosystem descriptions. In C. Dubruyne (Ed.), OTM 2015: On the Move to Meaningful Internet Systems: OTM 2015 Conferences Vol. 9415 (pp. 257-266). Switzerland: Springer International Publishing.
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2014 Jordan, A., Mayer, W., & Stumptner, M. (2014). Multilevel modelling for interoperability. In C. Atkinson (Ed.), CEUR Workshop Proceedings (pp. 93-102). Germany: Rheinisch-Westfälische Technische Hochschule.
2014 Jordan, A. A., Selway, M. R., Mayer, W. E., Grossmann, G., & Stumptner, M. (2014). An ontological core for conformance checking in the engineering life-cycle. In P. Garbacz, & O. Kutz (Eds.), Formal Ontology in Information Systems : Proceedings of the Eighth International Conference (FOIS 2014) (pp. 358-371). US: IOS Press.
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2014 Selway, M., Mayer, W., & Stumptner, M. (2014). Semantic interpretation of requirements through cognitive grammar and configuration. In Proceedings 13th Pacific Rim International Conference on Artificial Intelligence (pp. 496-510). Germany: Springer.
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2014 Mafazi, S., Mayer, W. E., & Stumptner, M. (2014). Conflict resolution for on-the-fly change propagation in business processes. In Conferences in research and practice in information technology series Vol. 154 (pp. 39-48). Sydney, NSW: Australian Computer Society.
2014 Jordan, A., Selway, M., Grossmann, G., Mayer, W., & Stumptner, M. (2014). Re-engineering the ISO 15926 Data Model: A Multi-level Metamodel Perspective. In A. Lomuscio, S. Nepal, F. Patrizi, B. Benatallah, & I. Brandic (Eds.), SERVICE-ORIENTED COMPUTING - ICSOC 2013 WORKSHOPS Vol. 8377 (pp. 248-255). Switzerland: SPRINGER-VERLAG BERLIN.
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2014 Mafazi, S., Grossmann, G., Mayer, W., & Stumptner, M. (2014). Towards a reference architecture for the co-evolution of business processes. In 2014 IEEE 18th International Enterprise Distributed Object Computing Conference Workshops and Demonstrations (EDOCW) (pp. 389-396). US: IEEE.
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2014 Igamberdiev, M., Grossmann, G., & Stumptner, M. (2014). An implementation of multi-level modelling in F-Logic. In C. Atkinson (Ed.), Proceedings of the Workshop on Multi-Level Modelling co-located with ACM/IEEE 17th International Conference on Model Driven Engineering Languages & Systems (MoDELS 2014) (pp. 33-42). Germany: RWTH Aachen.
2014 Igamberdiev, M., Grossmann, G., Jordan, A., & Stumptner, M. (2014). Model transformation for the digital handover of engineering design documents. In ICMT 2014. Germany: Springer.
2013 Schrefl, M., Neumayr, B., & Stumptner, M. (2013). The decision-scope approach to specialization of business rules: application in business process modeling and data warehousing. In Conferences in Research and Practice in Information Technology Series (pp. 3-18). US: ACM.
2013 Selway, M., Grossmann, G., Mayer, W., & Stumptner, M. (2013). Formalising natural language specifications using a cognitive linguistics/configuration based approach. In Proceedings : 17th IEEE International Enterprise Distributed Object Computing Conference : EDOC 2013 (pp. 59-68). California: IEEE Computer Society.
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2013 Mayer, W., Stumptner, M., Grossmann, G., & Jordan, A. (2013). Semantic interoperability in the oil and gas industry: a challenging testbed for semantic technologies. In 2013 AAAI fall symposium series: semantics for big data: AAAI technical report FS-13-04 (pp. 40-43). US: Association for the Advancement of Artificial Intelligence.
2013 Selway, M., Mayer, W., & Stumptner, M. (2013). Configuring domain knowledge for natural language understanding. In M. Aldanondo, & A. Falkner (Eds.), Proceedings of the 15th International Configuration Workshop (pp. 63-70). France: École des Mines d'Albi-Carmaux.
2013 Grossmann, G., Jordan, A., Muruganandha, R., Selway, M., & Stumptner, M. (2013). Enabling information interoperability through multi-domain modeling. In F. Harmsen, & H. A. Proper (Eds.), Practice-Driven Research On Enterprise Transformation, PRET 2013 proceedings Vol. 151 (pp. 16-33). Germany: Springer.
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2013 Cameron, A., Stumptner, M., Nandagopal, N., Mayer, W., & Mansell, T. (2013). A rule-based platform for distributed real-time SOA with application in defence systems. In Military Communications and Information Systems Conference (MilCIS), 2013 (pp. 1-7). US: IEEE.
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2013 Cameron, A., Stumptner, M., Nandagopal, N., Mayer, W. E., & Mansell, T. (2013). Performance analysis of a rule-based SOA component for real-time applications. In SAC '13: Proceedings of the 28th Annual ACM symposium on applied computing (pp. 1877-1884). New York, NY: Association for Computing Machinery.
DOI Scopus1
2013 Mafazi, S., Grossmann, G., Mayer, W., & Stumptner, M. (2013). On-the-Fly Change Propagation for the Co-evolution of Business Processes. In R. Meersman, H. Panetto, T. Dillon, J. Eder, Z. Bellahsene, N. Ritter, . . . D. Dou (Eds.), ON THE MOVE TO MEANINGFUL INTERNET SYSTEMS: OTM 2013 CONFERENCES Vol. 8185 (pp. 75-93). Germany: SPRINGER-VERLAG BERLIN.
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2012 Cameron, A., Stumptner, M., Nandagopal, N., Mayer, W., & Mansell, T. (2012). Rule-based control of decentralised asynchronous SOA for real-time applications. In Proceedings of the 2012 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery : CyberC 2012 (pp. 241-248). US: IEEE.
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2012 Jordan, A., Grossmann, G., Mayer, W., Selway, M., & Stumptner, M. (2012). On the application of software modelling principles on ISO 15926. In MOTPW'12 Proceedings of the Modelling of the Physical World Workshop (pp. 1-6). US: Association for Computing Machinery.
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2012 Mayer, W., Friedrich, G., & Stumptner, M. (2012). On computing correct processes and repairs using partial behavioral models. In L. Raedt (Ed.), ECAI 2012 : 20th European Conference on Artificial Intelligence : proceedings (pp. 582-587). Netherlands: IOS Press.
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2012 Mafazi, S., Mayer, W., Grossmann, G., & Stumptner, M. (2012). A knowledge-based approach to the configuration of business process model abstractions. In A. H. M. Hofstede (Ed.), Knowledge-intensive business processes: 1st International Workshop, KiBP 2012: proceedings Vol. 861 (pp. 60-74). Italy: The editors.
2012 Parvez, A. A., Stumptner, M., Barbulescu, A., & Haibin, L. (2012). Ontology-based conceptual payload design: requirements ontology. In 2012 International Symposium on Communications and Information Technologies (ISCIT) (pp. 678-683). US: IEEE.
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2011 Boskovic, M., Bagheri, E., Grossmann, G., Gasevic, D., & Stumptner, M. (2011). Towards integration of semantically enabled service families in the cloud. In Proceedings of the 3rd Canadian Semantic Web Symposium (CSWS2011) (pp. 58-69). Germany: CEUR.
2011 Killisperger, P., Stumptner, M., Peters, G., & Stückl, T. (2011). Priority-based constraint management in software process instantiation. In W. W. Song (Ed.), Information Systems Development: Asian Experiences (pp. 523-534). US: Springer.
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2011 Grossmann, G., Schrefl, M., & Stumptner, M. (2011). A model-driven framework for runtime adaptation of web service compositions. In SEAMS'11 proceedings of the 6th international symposium on software engineering for adaptive and self-managing systems (pp. 184-189). US: Association for Computing Machinery.
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2011 Grossmann, G., Quirchmayr, G., & Stumptner, M. (2011). An architectural concept for the CIEAM enterprise bus. In Engineering asset management and infrastructure sustainability: proceedings of the 5th world congress on engineering asset management (pp. 251-261). UK: Springer.
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2010 Berger, S., Grossmann, G., Stumptner, M., & Schrefl, M. (2010). Metamodel-based information integration at industrial scale. In P. Petriu, & D. C (Eds.), Proceedings of the 13th international conference on model driven engineering languages and systems Vol. 6395 (pp. 153-167). Berlin: Springer.
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2010 Grossmann, G., Schrefl, M., & Stumptner, M. (2010). Model driven orchestration : design for service compatibility. In P. Petriu, & D. C (Eds.), Proceedings of the 13th international conference model driven engineering languages and systems Vol. 6395 (pp. 17-31). Berlin: Springer.
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2010 Killisperger, P. S., Stumptner, M., Peters, G., Grossmann, G., & Stuckl, T. (2010). A framework for the flexible instantiation of large scale software process tailoring. In J. Munch, Y. Yang, & W. Schafer (Eds.), New Modeling Concepts for Today’s Software Processes: International Conference on Software Process, ICSP 2010 Vol. 6195 (pp. 100-111). Germany: Springer-Verlag Berlin, Heidelberg.
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2010 Mayer, W. E., Friedrich, G., & Stumptner, M. (2010). Diagnosis of service failures by trace analysis with partial knowledge. In M. Maglio, & P. P (Eds.), Proceedings of the 8th international conference, ICSOC 2010 (pp. 334-349). Germany: Springer.
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2010 Grossmann, G., Stumptner, M., Mayer, W. E., & Barlow, M. (2010). A service oriented architecture for data integration in asset management. In K. Dimitris (Ed.), Engineering Asset Lifecycle Management - Proceedings of the 4th World Congress on Engineering Asset Management, WCEAM 2009 (pp. 785-795). UK: Springer.
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2010 Grossmann, G., Schrefl, M., & Stumptner, M. (2010). A conceptual modeling approach for web service composition supporting service re-configuration. In S. Link (Ed.), Proceedings of the 7th Asia-Pacific Conference on Conceptual Modelling. Australia: Australian Computer Society.
2010 Friedrich, G., Mayer, W. E., & Stumptner, M. (2010). Diagnosing process trajectories under partially known behavior. In C. Coelho, & H. Helder (Eds.), ECAI 2010 : 19th European Conference on Artificial Intelligence, 16-20 August 2010, Lisbon, Portugal : including Prestigious Applications of Artificial Intelligence (PAIS-2010) : proceedings. [Amsterdam] ; Washington, D.C.: IOS Press.
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2010 Kew, M. S., Ferris, T. L. J., Grossmann, G., & Stumptner, M. (2010). Enhancing event driven architectures with event-bus types. In Papers from the Australian Software Engineering Conference (pp. 67-76). New Zealand: ASWEC.
2009 Lock, P., Le, M. N., Li, J., & Stumptner, M. (2009). Building a generic graph-based descriptor set for use in drug discovery. In K. Kennedy, & P. J (Eds.), Proceedings of the 8th Australasian data mining conference (AUsDM-09) Vol. 101 (pp. 167-174). Australia: Australian Computer Society.
2009 Mayer, W. E., Thiagarajan, R. K., & Stumptner, M. (2009). Service composition as generative constraint satisfaction. In E. Damiani (Ed.), 2009 IEEE International Conference on Web Services (ICWS 2009) (pp. 888-895). United States: IEEE.
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2009 Abreu, R., Mayer, W. E., Stumptner, M., & Gemund, A. (2009). Refining spectrum-based fault localization rankings. In Proceedings of the 2009 ACM symposium on applied computing (pp. 409-414). USA: ACM.
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2009 Thiagarajan, R. K., Mayer, W. E., & Stumptner, M. (2009). Generative composition of web services. In Y. Yu, & E. Eric (Eds.), CAiSE'09 Forum Proceedings. Amsterdam, The Netherlands: CEUR.
2009 Killisperger, P. S., Peters, G., Stumptner, M., & Stuckl, T. (2009). Method manual based process generation and validation. In C. Cordeiro, & J. Jose (Eds.), Proceedings of the 11th information systems analysis and specification. Portugal: Institute for systems and Technologies of Information, Control and Communication.
2009 Thiagarajan, R. K., Mayer, W. E., & Stumptner, M. (2009). A generative framework for service process composition. In Service-oriented computing : 7th international joint conference, ICSOC-Servicewave 2009, Stockholm, Sweden, November 24-27, 2009 : proceedings (pp. 358-363). New York: Springer.
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2009 Pucel, X. T., Mayer, W. E., & Stumptner, M. (2009). Diagnosability analysis without fault models. In F. Frisk, & E. Erik (Eds.), 20th international workshop on principles of diagnosis (DX-09). Sweden: Linkoping University.
2009 Mayer, W. E., Bettex, M., Stumptner, M., & Falkner, A. (2009). On solving complex rack configuration problems using CSP methods. In S. Stumptner, & M. Markus (Eds.), Proceedings of the IJAI-09 workshop on configuration (ConfWS-09). USA: International Joint Conference on Artificial Intelligence.
2009 Mayer, W. E., & Stumptner, M. (2009). Modeling context-dependent faults for diagnosis. In F. Frisk, & E. Erik (Eds.), 20th International Workshop on Principles of Diagnosis (DX-09). Sweden: Linkoping University.
2009 Thiagarajan, R., Mayer, W., & Stumptner, M. (2009). Semantic service discovery by consistency-based matchmaking. In Advances In Data And Web Management, Proceedings Vol. 5446 (pp. 492-505). Germany: Springer.
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2009 Killisperger, P. S., Peters, G., Stumptner, M., & Stuckl, T. (2009). Instantiating software processes: an industry approach. In G. Papadopoulos (Ed.), Information System Development: Towards a Service Provision Society (pp. 589-597). USA: Springer.
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2009 Killisperger, P. S., Stumptner, M., Peters, G., Grossmann, G., & Stuckl, T. (2009). Meta model based architecture for software process instantiation. In W. Wang, & Q. Q (Eds.), Trustworthy software development processes - lecture notes in computer science Vol. 5543 (pp. 63-+). Berlin, Heidelberg: Springer Verlag.
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2008 Hooijmaijers, D., & Stumptner, M. (2008). Improving integration with subjective combining of ontology mappings. In Proceedings of the 17th international symposium on methodologies for intelligent systems , ISMIS 2008. Foundations of intelligent systems (pp. 552-562). Berlin-Heidelberg: Springer.
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2008 Thiagarajan, R. K., Manjunath, G., & Stumptner, M. (2008). Finding experts by semantic matching of user profiles. In Proceedings of the 3rd workshop on personal identification and collaborations: knowledge mediation and extraction ,PICKME 2008 (pp. 7-18). Karlsruhe, Germany: CEUR-WS.
2008 Mayer, W. E., Muehlenfeld, A., & Stumptner, M. (2008). Knowledge-intensive process modelling in engineering design. In Proceedings of the 19th international conference on database and expert systems applications (DEXA 2008) (pp. 90-94). US: IEEE Computer Society.
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2008 Thiagarajan, R. K., Mayer, W. E., & Stumptner, M. (2008). Synthesis and partial execution of service proceses for matchmaking. In Proceedings of the second international workshop on service-orientated engineering and optimization (SENOPT 08) (pp. 25-33). Berlin, Heidelberg: Springer-Verlag.
2008 Killisperger, P. S., Stumptner, M., Peters, G., & Stuckl, T. (2008). Challenges in software design in large corporations - a case study at Siemens AG. In Proceedings of the 10th International Conference on Enterprise Information Systems , ICEIS 2008 Vol. 2 (pp. 123-128). Barcelona, Spain: INSTICC - Institute for Systems and Technologies of Information, Control and Communication.
2008 Mayer, W. E., Muehlenfeld, A., & Stumptner, M. (2008). Using ontologies to optimise design-driven development processes. In Proceedings of the 15th ISPE international conference on concurrent engineering CE2008. Collaborative product and sevice life cycle management for a sustainable world (pp. 451-459). London: Springer.
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2008 Mayer, W. E., Abreu, R., Stumptner, M., & Gemund, A. (2008). Prioritising model-based debugging diagnostic reports. In Proceedings of the 19th international workshop on principles of diagnosis ,DX-08 (pp. 127-134). Blue Mountains, NSW, Australia.
2008 Schumann, A., Mayer, W. E., & Stumptner, M. (2008). Distributed repair of nondiagnosability. In Proceedings of the 18th european conference on artificial intelligence ,ECAI 2008. Frontiers in artificial intelligence and applications Vol. 178 (pp. 795-796). Amsterdam: IOS Press.
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2008 Schumann, A., Mayer, W. E., & Stumptner, M. (2008). A jointree algorithm for diagnosability and its application to the verification of distributed software systems. In Proceedings of the 19th international workshop on principles of diagnosis ,DX-08 (pp. 165-172). Blue Mountains, NSW, Australia.
2008 Killisperger, P. S., Peters, G., Stumptner, M., & Nothhelfer Kolb, B. (2008). Automating software processes. In Proceedings of the 16th international conference on information systems development , ISD 2007. Information systems development challenges in practice, theory and education vol.2 (pp. 1059-1068). New York: Springer.
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2008 Maier, F. T., Mayer, W. E., Stumptner, M., & Muehlenfeld, A. (2008). Ontology-based process modelling for design optimisation support. In Proceedings of the third international conference on design computing and cognition , DCC08 (pp. 513-532). Atlanta, Georgia, USA: Springer Science and Business Media B.V.
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2008 Muehlenfeld, A., Mayer, W. E., Maier, F. T., & Stumptner, M. (2008). Ontology-based process modeling and execution using STEP/EXPRESS. In C. Cooke, & D. Daniel (Eds.), Proceedings of the 20th international conference on software engineering and knowledge engineering. USA: Knowledge Systems Institute Graduate School.
2008 Hooijmaijers, D., & Stumptner, M. (2008). Enhancing subjective ontologies with social tagging systems. In Proceedings of the knowledge representation and ontology workshop ,KROW 2008. Advances in ontologies (pp. 31-40). Australia: Australian Computer Society Inc.
2008 Mayer, W. E., & Stumptner, M. (2008). Evaluating models for model-based debugging. In 23rd IEEE/ACM international conference on automated software engineering (ASE 2008) (pp. 128-137). USA: IEEE.
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2008 Muehlenfeld, A., Maier, F. T., Mayer, W. E., & Stumptner, M. (2008). Modelling and management of design artefacts in design optimisation. In Proceedings of the 15th ISPE international conference on concurrent engineering, CE2008. Collaborative product and service life cycle management for a sustainable world (pp. 513-520). UK: Springer.
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2008 Grossmann, G., Schrefl, M., & Stumptner, M. (2008). Modelling inter-process dependencies with high-level business process modelling languages. In Proceedings of the 5th Asia-Pacific conference on conceptual modelling , APCCM. Conceptual modelling 2008 Vol. 79 (pp. 89-102). Australia: Australian Computer Society.
2007 Mayer, W. E., & Stumptner, M. (2007). Models and tradeoffs in model-based debugging. In 18th International Workshop on Principles of Diagnosis (DX-07). Nashville, TN: Vanderbilt University.
2007 Maier, F. T., & Stumptner, M. (2007). Enhancements and ontological use of ISO-10303 (STEP) to support the exchange of parameterised product data models. In M. Mourelle, & L. L (Eds.), Proceedings of the 7th International Conference on Intelligent Systems Design and Applications (pp. 433-440). USA: IEEE Computer Society Press.
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2007 Grossmann, G., Schrefl, M., & Stumptner, M. (2007). Exploiting semantics of inter-process dependencies to instantiate predefined integration patterns. In 26th International Conference on Conceptual Modeling (ER 2007). Australia: Australian Computer Society.
2007 Thiagarajan, R. K., Stumptner, M., & Mayer, W. E. (2007). Semantic Web service composition by consistency-based model refinement. In Proceedings of the 2nd IEEE Asia-Pacific Service Computing Conference (pp. 336-343). USA: IEEE Computer Society.
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2007 Mayer, W. E., & Stumptner, M. (2007). Abstract interpretation of programs for model-based debugging. In V. Veloso, & M. M (Eds.), Proceedings of the Twentieth International Joint Conference on Artificial Intelligence. USA: IJCIA.
2007 Thiagarajan, R. K., & Stumptner, M. (2007). Service composition with consistency-based matchmaking : a CSP-based approach. In Proceedings of the Fifth European Conference on Web Services (pp. 23-32). USA: IEEE Computer Society.
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2006 Mayer, W. E., & Stumptner, M. (2006). Debugging failures in web services coordination. In SEKE 2006 : the 18th International Conference on Software Engineering and Knowledge Engineering : proceedings, technical program. Skokie, Il. US: Knowledge System Institute Graduate School.
2006 Mayer, W. E., & Stumptner, M. (2006). Better debugging through more abstract observations. In Proceedings of the 17th European Conference on Artificial Intelligence. Amsterdam: IOS Press.
2006 Grossmann, G., Schrefl, M., & Stumptner, M. (2006). A framework for the behavior based integration of business processes. In Proceedings of the 18th International Forum on Advanced Information Systems Engineering. Luxembourg: University of Luxembourg.
2006 Hooijmaijers, D., & Stumptner, M. (2006). Trust calculaton: semantic agreement for ontology integration. In Intelligent information processing III (pp. 111-121). United States: Springer.
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2006 Thiagarajan, R., & Stumptner, M. (2006). A native ontology approach for semantic service descriptions. In M. A. Orgun, & T. Meyer (Eds.), AOW '06: Proceedings of the second Australasian workshop on Advances in ontologies (pp. 85-90). Australia: Australian Computer Society.
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2006 Howard, C. M., & Stumptner, M. (2006). Object and knowledge modelling for impact fusion. In SEKE 2006 : the 18th International Conference on Software Engineering and Knowledge Engineering : proceedings, technical program (pp. 420-425). Skokie, Il. US: Knowledge Systems Institute Graduate School.
Scopus1
2006 Howard, C. M., & Stumptner, M. (2006). Model construction algorithms for object oriented probablistic relational models. In Proceedings of the 19th International Florida Artificial Intelligence Research Society Conference Vol. 2006 (pp. 830-835). USA: American Association for Artificial Intelligence.
Scopus6
2006 Hooijmaijers, D., & Stumptner, M. (2006). Trust based ontology integration for the community services sector. In Proceedings of the 2nd Australasian Ontology Workshop: Advances in Ontologies 2006. Australian: Australian Computer Society.
2006 Stumptner, M., & Thomas, B. H. (2006). Constraint-Based Livespaces Configuration Management. In Proceedings of the 2006 International conference on Intelligent User Interfaces (pp. 357-359). New York: The Association for Computing Machinery.
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2006 Reiter, T., Kapsammer, E., Retschitzegger, W., Schwinger, W., & Stumptner, M. (2006). A Generator Framework for Domain-Specific Model Transformation Languages. In Proceedings of the English International Conference on Enterprise Information Systems (ICEIS2006). Portugal: INSTICC.
2006 Grossmann, G., Schrefl, M., & Stumptner, M. (2006). A Framework for the Behavior Based Integration of Business Processes. In Proceedings of the CEUR Workshop Vol. 231 (pp. 27-30). Luxembourg: University of Luxembourg.
2006 Howard, C. M., & Stumptner, M. (2006). Representation and Reasoning for Recursive Probability Models. In A. Sattar, & B. H. Kang (Eds.), Proceedings of the 19th Australian Joint Conference on Artificial Intelligence Vol. 4304 LNAI (pp. 120-130). United States: Springer-Verlag.
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2006 Howard, C. M., & Stumptner, M. (2006). Applying OPRMs to recursive probability models. In G. Brewka, S. Coraeschi, A. Perini, & P. Traverso (Eds.), Proceedings of the 17th European Conference on Artificial Intelligence Vol. 141 (pp. 761-762). Amsterdam: IOS Press.
2006 Thiagarajan, R. K., & Stumptner, M. (2006). A UML/OCL based Approach to Semantic Web Service Descriptions. In Best practices and methodologies in Service-oriented architectures and web-services. Norway: Unipub.
2005 Howard, C. M., & Stumptner, M. (2005). Probabilistic reasoning techniques for situation assessments. In Third international conference on information technology and applications Vol. I (pp. 383-386). USA: IEEE.
DOI Scopus4
2005 Howard, C., & Stumptner, M. (2005). Probabilistic reasoning techniques for the tactical military domain. In R. Khosla, R. J. Howlett, & L. C. Jain (Eds.), Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics Vol. 3683 LNAI (pp. 46-53). AUSTRALIA, La Trobe Univ, Melbourne: SPRINGER-VERLAG BERLIN.
DOI Scopus1
2005 Hooijmaijers, D., & Stumptner, M. (2005). Managing private ontologies with a Bayesian approach, for time critical scenarios. In Proceedings of the 2005 International Conference on Knowledge Management (pp. 263-274). Singapore: World Scientific Publishing.
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2005 Mayer, W. E., & Stumptner, M. (2005). Putting the Oracle in the driver's seat: debugging with arbitrary user input. In Working Papers of the 16th International Workshop on Principles of Diagnosis. Monterey, USA.
2005 Stumptner, M. (2005). Automated web service composition methods and tradeoffs. In Proceedings Information Systems Technology and Its Applications - GI-Edition: Lecture Notes in Informatics. Bonn, Germany: Gesellschaft fur Informatik.
2005 Stumptner, M., & Schrefl, M. (2005). Configuring loopholes: interactive consistency maintenance of busIness rules. In Configuration: Papers from the Configuration Workshop at IJCAI2005. Austria http://www.ifi.uni-klu.ac.at/IWAS/GF/Conferences/IJCAI05-Configuration-Workshop/proceedingsf: University Klagenfurt.
2005 Mayer, W. E., & Stumptner, M. (2005). Model-based debugging with high-level observations. In Intelligent Information Processing II (pp. 299-309). USA: International Federation for Information Processing.
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2005 He, Q., Luo, P., Shi, Z. Z., Hao, Y., & Stumptner, M. (2005). A prediction approach to well logging. In Intelligent Information Processing II Vol. 163 (pp. 531-539). USA: Springer.
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2005 Shi, Z., Luo, P., Hao, Y., Li, G., Stumptner, M., He, Q., & Quirchmayr, G. (2005). Intelligent technology for well logging analysis. In Z. Shi, & Q. He (Eds.), Intelligent Information Processing II Vol. 163 (pp. 373-382). US: Springer.
DOI Scopus1
2005 Grossmann, G., Ren, Y., Schrefl, M., & Stumptner, M. (2005). Definition of Business Process Integration Operators for Generalization. In Proceedings of the International Conference on Enterprise Information Systems (ICEIS).
2005 Howard, C. M., & Stumptner, M. (2005). Situation assessment with object oriented probabilistic relational models. In Proceedings of the Seventh International Conference on Enterprise Information Systems Vol. 2 (pp. 1489-1496). USA: ICEIS.
DOI Scopus12
2005 Howard, C. M., & Stumptner, M. (2005). Situation assessments using object oriented probabilistic relational models. In Proceedings of the 8th international conference on information fusion (pp. 412-418). United States: IEEE.
DOI Scopus3
2004 Hao, Y., Quirchmayr, G., & Stumptner, M. (2004). Mining MOUCLAS patterns and jumping MOUCLAS patterns to constuct classifiers. In Proceedings of the 3rd Australasian Data Mining Conference. Sydney: University of Technology Sydney.
2004 Hao, Y., Quirchmayr, G., & Stumptner, M. (2004). MOUCLAS mining on well logging data. In Proceedings of International Conference on Service Systems and Service Management (ICSSSM 2004). Beijing, China: International Academic Publishers.
2004 Hao, Y., Stumptner, M., Quirchmayr, G., & He, Q. (2004). Data mining by MOUCLAS algorithm for petroleum reservoir characterization from well logging data. In Artificial Intelligence Applications and Innovations. USA: Kluwer Academic Publishers.
2004 Mayer, W. E., & Stumptner, M. (2004). Debugging program loops using approximate modeling. In ECAI 2004: 16th European Conference on Artificial Intelligence, Proceedings. Netherlands: IOS Press.
2004 Stumptner, M., & Schrefl, M. (2004). Behavior consistent inheritance with UML statecharts. In Proceedings of the 3rd International Workshop on Mechanisms for Specialization, Generalization and Inheritance. France: Universite Nice.
2004 Hao, Y., Xiangning, Z., Stumptner, M., & Quirchmayr, G. (2004). An IT novel approach for well logging intelligent interpretation. In World Petroleum Congress 1st Youth Forum Proceedings. Beijing, China: Petroleum Industry Press and Beijing Kehai Electronic Press.
2004 Stumptner, M., Schrefl, M., & Grossmann, G. (2004). On the road to behavior-based integration. In First Asia-Pacific Conference on Conceptual Modelling 2004: Australian Computer Science Communications, Volume 26, Number 6. Sydney, NSW, Australia: Australian Computer Society Inc.
2004 Mayer, W. E., & Stumptner, M. (2004). High level observations in Java debugging. In ECAI 2004 : proceedings of the 16th European Conference on Artificial Intelligence. Netherlands: IOS Press.
2004 Mayer, W. E., & Stumptner, M. (2004). Approximate modeling for debugging of program loops. In DX'04 : 15th International Workshop on Principles of Diagnosis. Carcassonne, France: LAAS.
2003 Barretto, S. A., Warren, J. R., Goodchild, A., Bird, L., Heard, S., & Stumptner, M. (2003). Linking guidelines to electronic health record design for improved chronic disease management. In American Medical Informatics Association 2003 Proceedings: Biomedical and Health Informatics - From Foundations to Applications. USA: American Medical Informatics Association.
2003 Stumptner, M., & Wotawa, F. (2003). Coupling CSP decomposition and diagnosis for tree-structured systems. In IJCAI-03 : proceedings of the Eighteenth International Joint Conference on Artificial Intelligence (pp. 388-393). US: Morgan Kaufmann Publishers.
2003 Mayer, W. E., & Stumptner, M. (2003). Model-based debugging using multiple abstract models. In Proceedings of the Fifth International Workshop on Automated Debugging. http://arxiv.org/PS_cache/cs/pdf/0309/0309030.pdf: Computing Research Repository.
2003 Mayer, W. E., Stumptner, M., & Wotawa, F. (2003). Debugging program exceptions. In Proceedings of the Fourteenth International Workshop on Principles of Diagnosis. http://monet.aber.ac.uk:8080/monet/members/dx03_proceedings.html: DX-03.
2003 Mayer, W. E., & Stumptner, M. (2003). Extending diagnosis to debug programs with exceptions. In Proceedings of the 18th IEEE international conference on automated software engineering (pp. 240-244). Los Alamitos, CA, USA: IEEE Computer Society.
DOI
2003 Hao, Y., Stumptner, M., & Quirchmayr, G. (2003). An mining approach using MOULCAS patterns. In S. Simoff, G. Williams, & M. Hegland (Eds.), Proceedings of the 2nd Australasian Data Mining Workshop in conjunction with the 2003 Congress on Evolutionary Computation. Australia: University of Technology, Sydney.
2003 Hao, Y., Quirchmayr, G., & Stumptner, M. (2003). Data mining by mouclas: a fuzzy approach to classification over quantitative data in high dimensional database. In Y. Liu, G. Chen, & M. Cai (Eds.), Proceedings of the International Conference on Fuzzy Information Processing: Theories and Applications. US: Springer.
2002 Badjgholi, F., Kittl, B., & Stumptner, M. (2002). Automated toolset selection for feature manufacturing. In Seventh International Conference on Artificial Intelligence in Design. The Netherlands: Kluwer Academic Publishers.
2002 Felfernig, A., Friedrich, G., Jannach, D., Stumptner, M., & Zanker, M. (2002). A Joint Foundation for Configuration in the Semantic Web. In Proceedings of the Workshop on Configuration, in conjunction with the European Conference on Artificial Intelligence. US: IOS Press.
2002 Felfernig, A., Friedrich, G., Jannach, D., Stumptner, M., & Zanker, M. (2002). Acquiring configuration knowledge bases in the semantic web using UML. In A. Gómez-Pérez, & V. Benjamins (Eds.), 13th International Conference, EKAW 2002 Proceedings (pp. 352-357). US: Springer.
DOI
2002 Mayer, W. E., & Stumptner, M. (2002). Modeling programs with unstructured control flow for debugging. In Lecture notes in computer science. Berlin, Germany: Springer-Verlag.
DOI
2002 Mayer, W. E., Stumptner, M., Wieland, D., & Wotawa, F. (2002). Can AI help to improve debugging substantially? Debugging experiences with value-based models. In ECAI 2002: 15th European Conference on Artificial Intelligence, July 21-26 2002, Lyon, France including Prestigious Applications of Intelligent Systems (PAIS 2002) : proceedings. The Netherlands: IOS Press.
2002 Mayer, W. E., Stumptner, M., Wieland, D., & Wotawa, F. (2002). Towards an integrated debugging environment. In ECAI 2002. The Netherlands: IOS Press.
2002 Barretto, S. A., Warren, J. R., Stumptner, M., Schrefl, M., Quirchmayr, G., & Nield, S. A. (2002). Coordination of inter-organisational healthcare processes via specialisation of internet-based object life cycles. In Proceedings of the 35th Annual Hawaii International Conference on System Sciences (HICSS) (pp. 1955-1964). Los Alamitos, Calif. USA: IEEE Computer Society.
DOI
2002 Wotawa, F., Stumptner, M., & Mayer, W. (2002). Model-based debugging or how to diagnose programs automatically. In Developments in Applied Artificial Intelligence (pp. 746). Germany: Springer-Verlag.
DOI
2001 Stumptner, M. (2001). Using design information to identify structural software faults. In M. Stumptner, D. Corbett, & M. Brooks (Eds.), A12001: Advances in Artificial Intelligence. Germany: Springer Verlag.
2001 Stumptner, M., Wieland, D., & Wotawa, F. (2001). Comparing two models for software debugging. In F. Baader, G. Brewka, & T. Eiter (Eds.), KI 2001: Advances in Artificial Intelligence (pp. 351-365). Germany: Springer Berlin / Heidelberg.
DOI
2001 Fleischanderl, G., Havelka, T., Schreiner, H., Stumptner, M., & Wotawa, F. (2001). DiKe - A model based diagnosis kernel and its application. In F. Baader, G. Brewka, & T. Eiter (Eds.), KI 2001: Advances in Artificial Intelligence (pp. 440-454). Germany: Springer Berlin / Heidelberg.
DOI

Year Citation
2014 Grossmann, G., Stumptner, M., & Schrefl, M. (2014). 120160132838, Method and system for information integration in industrial systems.

  • STEM-132: AI Supported Sustainable Standards-Based Interoperability PhD Truong Giang Vu, Future Energy Exports CRC Limited, 15/10/2024 - 22/04/2032

  • Enhancing Asset Reliability and Risk Interoperability for Scale and Sparse Reliability Data, Future Energy Exports CRC Limited, 06/10/2025 - 17/10/2027

  • FEnEx CRC Project Zero - 20.RP0.001, Future Energy Exports CRC Limited, 01/12/2020 - 31/12/2026

  • SENTRI – Sensor-based Environmental sense-making Network for Threat Response and Information, Defence Innovation Partnership, 12/02/2025 - 02/09/2026

  • FEnEx 20.RP3.0048: Open Specification for Analytics Interoperability, Future Energy Exports CRC Limited, 01/04/2021 - 30/06/2026

  • Enhancing the RAN’s Undersea Surveillance Minimum Viable Capability, Defence SA, 14/03/2024 - 01/01/2026

  • FEnEX 21.RP3.0106:  Asset Reliability and Risk Interoperability to Optimise Maintenance Execution and Improve Risk Management of Energy Producers, Future Energy Exports CRC Limited, 01/07/2022 - 01/01/2026

  • DHCRC-0156: A Predictive Harm Response Management algorithmic tool to reduce adverse events in healthcare setting, Digital Health CRC, 20/07/2021 - 31/12/2025

  • Future Energy Exports CRC Limited Scholarship, Future Energy Exports CRC Limited, 01/01/2022 - 30/06/2025

  • Supporting research projects in relation to 108940 - Asset Institute, Asset Institute Limited, 11/07/2023 - 11/01/2024

  • Int Policing: Entity Linking & Resolution, D2D CRC Limited, 01/01/2016 - 31/12/2019

  • D2D CRC Limited Scholarship, D2D CRC Limited, 28/11/2016 - 30/11/2019

  • CERA 329 DeepRay Glider Robust Autonomy, Cwth Dept of Defence, 24/03/2017 - 31/05/2019

  • Urban Best Practice Expert System, UN-Habitat, 16/05/2018 - 16/05/2019

  • Standard-driven data transformation between software ecosystems in the oil and gas interoperability pilot, International Research Grants Program (DSD), 01/06/2015 - 30/11/2018

  • D2D CRC Limited Scholarship, D2D CRC Limited, 29/02/2016 - 28/02/2018

  • Techniques of Generating Behavioral Models for Constructive Combat Simulations, Cwth Dept of Defence, 01/09/2016 - 30/05/2017

Courses I teach

  • INFT 5021 Capstone Professional Project (2025)

Date Role Research Topic Program Degree Type Student Load Student Name
2025 Co-Supervisor - Doctor of Philosophy Doctorate Full Time Mr Daniel Spencer
2023 Principal Supervisor - Doctor of Philosophy Doctorate Full Time Jutiporn On-Ngam
2022 Principal Supervisor - Doctor of Philosophy Doctorate Full Time Mr Vineeth Maruvada
2022 Co-Supervisor - Doctor of Philosophy Doctorate Full Time Ms Shathika Koralagamage
2022 Principal Supervisor - Doctor of Philosophy Doctorate Full Time Mr Umar Memon
2022 Principal Supervisor - Doctor of Philosophy Doctorate Full Time Yuhong Fu
2022 Principal Supervisor - Doctor of Philosophy Doctorate Full Time Miss Aradhika Guha
2021 Co-Supervisor - Doctor of Philosophy Doctorate Full Time Mr Tom Patrick Scully
2020 Co-Supervisor - Doctor of Philosophy Doctorate Full Time Tony Jin

Date Role Board name Institution name Country
2015 - 2019 Secretary MIMOSA Board MIMOSA (mimosa.org) United States

Date Role Committee Institution Country
2021 - ongoing Member EL069 Standards Australia Australia
2021 - ongoing Member ISO TC 184 ISO (International Standards Organisation) -
2018 - 2018 Member ERA REC MIC (Excellence of Research Australia Research Evaluation Committee Mathematical, Information and Computing Sciences) Australian Research Council Australia
2015 - 2015 Member ERA REC MIC (Excellence of Research Australia Research Evaluation Committee Mathematical, Information and Computing Sciences) Australian Research Council Australia
2012 - 2015 Convener ISO TC 108/SC 5/WG 6 ISO (International Standards Organisation) -
2012 - 2012 Member ERA REC MIC (Excellence of Research Australia Research Evaluation Committee Mathematical, Information and Computing Sciences) Australian Research Council Australia

Date Role Editorial Board Name Institution Country
2004 - ongoing Associate Editor European Journal of AI EURAI -
2001 - ongoing Board Member AI EDAM (AI in Engineering Design, Analysis and Manufacturing) Cambridge University Press United Kingdom

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