Professor Markus Stumptner

Professor UniSA STEM

Mawson Lakes Campus (D3-23A)
tel +61 8 830 23965

email Markus.Stumptner@unisa.edu.au

Alternative contact

Available for media comment
Research Degree Supervisor

About me

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... Read more

UniSA STEM

Harnessing connections across science, technology, engineering and mathematics, UniSA STEM creates innovative solutions and groundbreaking developments across teaching, learning and research.

Tweets by @UniversitySA

About me

My research area sits at the junction of different computing disciplines across Artificial Intelligence, Software Engineering, data and process management.

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).

Research

Research focus

Artificial Intelligence and Image Processing
Information Systems
Cognitive Sciences
Computer Software
Information and Computing Sciences

Highlights

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.

Research

Projects

Excludes commercial-in-confidence projects.

STEM-132: AI Supported Sustainable Standards-Based Interoperability PhD Truong Giang Vu, Future Energy Exports CRC Limited, 15/10/2024 - 22/04/2032
FEnEx CRC Project Zero - 20.RP0.001, Future Energy Exports CRC Limited, 01/12/2020 - 31/12/2026
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
Enhancing the RAN’s Undersea Surveillance Minimum Viable Capability, Defence SA, 14/03/2024 - 01/01/2026
FEnEx 20.RP3.0048: Open Specification for Analytics Interoperability, Future Energy Exports CRC Limited, 01/04/2021 - 30/06/2025
Future Energy Exports CRC Limited Scholarship, Future Energy Exports CRC Limited, 01/01/2022 - 30/06/2025
DHCRC-0156: A Predictive Harm Response Management algorithmic tool to reduce adverse events in healthcare setting, Digital Health CRC, 20/07/2021 - 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
Ongoing Development of Automated Techniques of Generating Behavioural Models for Constructive Combat Simulations, Defence Science & Technology Organisation, 23/03/2016 - 01/06/2016

Research

Outputs

Research outputs for the last seven years are shown below. Some long-standing staff members may have older outputs included. To see earlier years visit ORCID, ResearcherID or Scopus

Open access indicates that an output is open access.

Chapters

Year	Output
2023	Dawoud, A, Mahala, G, Islam, C, Mayer, W, Ghose, A, Babar, MA, Stumptner, M & Grossmann, G 2023, 'A goal-driven approach to support decision-making with incomplete information in cyber operations', in C Cabanillas & F Perez (eds), Intelligent Information Systems : CAiSE Forum 2023 Zaragoza, Spain, June 12–16, 2023 Proceedings, Springer Nature Switzerland AG,, Cham, Switzerland :, ch. 10, pp. 77-85.
2023	Hofer, B, Wotawa, F, Mayer, W & Stumptner, M 2023, Model-based techniques for software fault localization, John Wiley & Sons, US.
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 Adolfo Crespo Marquez et al. (eds), World Congress on Engineering Asset Management: WCEAM 2022: 16th WCEAM Proceedings, Springer, Switzerland, pp. 726-735. 1
2019	Pika, A, ter Hofstede, AH, Perrons, RK, Grossmann, G, Stumptner, M & Cooley, J 2019, 'Analysing an industrial safety process through process mining: A case study', Asset Intelligence through Integration and Interoperability and Contemporary Vibration Engineering Technologies, Springer, Switzerland, ch. 49, pp. 491-500. 3
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), Semantic applications: methodology, technology, corporate use, Springer, Germany, ch. 4, pp. 47-62. 4
2018	Sikos, LF, Philp, D, Howard, C, Voigt, S, Stumptner, M & Mayer, W 2018, 'Knowledge representation of network semantics for reasoning-powered cyber-situational awareness', in LF Sikos (ed.), AI in cybersecurity, Springer, Switzerland, ch. 2, pp. 19-45. 10 3
2014	Friedrich, G, Jannach, D, Stumptner, M & Zanker, M 2014, 'Knowledge engineering for configuration systems', in A Felfernig et al. (eds), Knowledge-based configuration: from research to business cases, Morgan Kaufmann, Boston, United States, ch. 11, pp. 139-155. 15
2014	Hotz, L, Felfernig, A, Stumptner, M, Ryabokon, A, Bagley, C & Wolter, K 2014, 'Configuration knowledge representation and reasoning', in A Felfernig et al. (eds), Knowledge-based configuration: from research to business cases, Morgan Kaufmann, Boston, United States, ch. 6, pp. 41-72. 55
2014	Tiihonen, J, Mayer, W, Stumptner, M & Heiskala, M 2014, 'Configuring services and processes', in A Felfernig et al. (eds), Knowledge-based configuration: from research to business cases, Morgan Kaufmann, Massachusetts, ch. 21, pp. 251-260. 7 3
2011	Grossmann, G, Thiagarajan, R, Schrefl, M & Stumptner, M 2011, 'Conceptual modeling approaches for dynamic web service composition', in R Kaschek & L Delcambre (eds), The evolution of conceptual modeling, Springer, Germany, ch. 8, pp. 180-204. 5 4

Journal Articles

Year	Output
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, vol. 29, pp. 347-376. Open access
2024	Woods, C, Selway, M, Bikaun, T, Stumptner, M & Hodkiewicz, M 2024, 'Ontology for maintenance activities and its application to data quality', Semantic Web, vol. 15, no. 2, pp. 319-352. Open access 4 5 1
2023	Morgan, R, Pulawski, S, Selway, M, Ghose, A, Grossmann, G, Mayer, W, Stumptner, M & Kyprianou, R 2023, 'Modelling temporal goals in runtime goal models', Data and Knowledge Engineering, vol. 147, article no. 102205, pp. 1-19. Open access
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, vol. 27, no. 27, pp. 312-334. Open access 3 1
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, vol. 216, article no. 119456, pp. 1-21. 148 105 1
2021	Feng, Z, Mayer, W, He, K, Kwashie, S, Stumptner, M, Grossmann, G, Peng, R & Huang, W 2021, 'A schema-driven synthetic knowledge graph generation approach with extended graph differential dependencies (GDDxs)', IEEE Access, vol. 9, article no. 9311121, pp. 5609-5639. Open access 6 1
2021	Pika, A, ter Hofstede, AH, Perrons, RK, 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, vol. 25, article no. 100210, pp. 1-14. 24 12
2019	Kwashie, S, Liu, J, Li, J, Liu, L, Stumptner, M & Yang, L 2019, 'Certus: an effective entity resolution approach with graph differential dependencies (GDDs)', Proceedings of the VLDB Endowment, vol. 12, n o. 6, pp. 653-666. Open access 27 20
2018	Igamberdiev, M, Grossmann, G, Selway, M & Stumptner, M 2018, 'An integrated multi-level modeling approach for industrial-scale data interoperability', Software and System Modeling, 17, no. 1, pp. 269-294. Open access 25 25 1
2018	Sikos, LF, 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, vol. 126, pp. 29-38. Open access 18 10
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, vol. 109, pp. 85-111. Open access 23 22 1
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, no. 1, pp. 1-38. 10 5
2015	Mafazi, S, Grossmann, G, Mayer, WE, Schrefl, M & Stumptner, M 2015, 'Consistent abstraction of business processes based on constraints', Journal on Data Semantics, vol. 4, no.1, pp. 59-78. 4 3
2015	Selway, M, Grossmann, G, Mayer, W & Stumptner, M 2015, 'Formalising natural language specifications using a cognitive linguistic/configuration based approach', Information Systems, vol. 54, pp. 191-208. 37 28 2
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, vol. 97, no. 2, pp. 202-234. Open access 20 11
2014	Howard, C & Stumptner, M 2014, 'A survey of directed entity-relation-based first-order probabilistic languages', ACM Computing Surveys, vol. 47, no. 1, article no. 4, pp. 4.1-4.40. 8 7
2012	Grossmann, G, Schrefl, M & Stumptner, M 2012, 'Design for service compatibility: Behavioural compatibility checking and diagnosis', Software and System Modeling, vol. 12, no. 3, pp. 489-515. 5 1
2011	Mayer, W, Stumptner, M, Killisperger, P & Grossmann, G 2011, 'A declarative framework for work process configuration', Artificial Intelligence for Engineering Design, Analysis and Manufacturing, vol. 25, no. 2, pp. 143-162. Open access 7 4
2010	Schrefl, M, Stumptner, M & Grossmann, G 2010, 'Modelling and Enforcement of Inter-Process Dependencies with Business Process Modelling Languages', Journal of Research and Practice in Information Technology, vol. 42, no. 4, pp. 289-322. 5 5
2009	Killisperger, PS, Stumptner, M, Peters, G & Stuckl, T 2009, 'Specifying OCL constraints on process instantiations', Electronic Communications of the EASST, vol. 24, pp. 1-5. Open access
2009	Stumptner, M & Howard, C 2009, 'Automated compilation of Object-Oriented Probabilistic Relational Models', International Journal of Approximate Reasoning, vol. 50, no. 9, pp. 1369-1398. Open access 7 5
2008	Stumptner, M & Hooijmaijers, D 2008, 'Trust-annotated ontology integration using social modelling', Expert Systems: The Journal of Knowledge Engineering, vol. 25, no. 3, pp. 237-252. 1 1

Conferences

Year	Output
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 JE Guerrero (eds), 2023 ACM/IEEE International Conference on Model Driven Engineering Languages and Systems Companion (MODELS-C), IEEE, pp. 679-688. 1 1
2022	Fu, Y, Grossmann, G, Kaur, K, Selway, M & Stumptner, M 2022, 'Multi-level risk modelling for interoperability of risk information', in H Panetto et al. (eds), 3rd International Conference on Innovative Intelligent Industrial Production and Logistics, SciTePress, pp. 242-249. Open access 1
2022	Hoang, T, Grossmann, G, Stanek, J & Stumptner, M 2022, 'Challenges in discovering patient journey processes', Australasian Computer Science Week, ACSW 2022, Association for Computing Machinery, pp. 216-223. 1 1
2022	Morgan, R, Pulawski, S, Selway, M, Mayer, W, Grossmann, G, Stumptner, M, Ghose, A & Kyprianou, R 2022, 'Modeling rates of change and aggregations in runtime goal models', in J Ralyte et al. (eds), 41st International Conference on Conceptual Modeling (ER), Springer, pp. 397-412. Open access 2
2021	Doe, RM, Kaur, K, Selway, M & Stumptner, M 2021, 'A review of interoperability in the AECO sector compared with the oil & gas sector', 38th CIB W78 Conference, Luxembourg Institute of Science and Technology, article no. 61, pp. 282-293. Open access
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 et al. (eds), 2021 IEEE World Congress on Services (SERVICES), IEEE Computer Society Press, pp. 33-40. 1
2021	Feng, ZW, Xu, JK, Mayer, W, Huang, WY, He, KQ, Stumptner, M, Grossmann, G, Zhang, HY & Ling, L 2021, 'Automatic semantic modeling for structural data source with the prior knowledge from knowledge graph', 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, IEEE, pp. 2034-2041. 5
2021	Selway, M, Stumptner, M & Mayer, W 2021, 'Towards formalisation of concept descriptions and constraints', in F Neuhaus & B Brodaric (eds), 12th International Conference on Formal Ontology in Information Systems, IOS Press, pp. 18-32. Open access 1
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), FOMI 2021: 11th International Workshop on Formal Ontologies meet Industry, CEUR, vol. 2969, no. 22. Open access 2
2019	Marian, R, Campbell, D, Jin, Z, Stumptner, M & Chahl, J 2019, 'Challenges in implementing industry 4 laboratories and learning factories in academia', 2019 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), IEEE, pp. 506-510. Open access 4
2019	Marian, R, Campbell, D, Jin, Z, Stumptner, M & Chahl, J 2019, 'Critical infrastructure for industry 4 laboratories and learning factories in academia', 2019 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), IEEE, pp. 556-560. Open access 3
2019	Morgan, R, Grossmann, G, Schrefl, M & Stumptner, M 2019, 'A model-driven approach for visualisation processes', ACM Digital Library, article no. a55, pp. 1-10. 5 3
2019	Morgan, R, Grossmann, G, Stumptner, M & Schrefl, M 2019, 'Modelling the semantics for model-driven interactive visualizations', 23rd IEEE International Enterprise Distributed Object Computing Conference, EDOC 2019, IEEE, article no. 8944950, pp. 132-141.
2018	Feng, Z, Mayer, W, Stumptner, M, Grossmann, G & Huang, W 2018, 'Relationship matching of data sources: A graph-based approach', 30th International Conference on Advanced Information Systems Engineering, CAiSE 2018, Springer, pp. 539-553. Open access 2
2018	Kaur, K, Selway, M, Grossmann, G, Stumptner, M & Johnston, A 2018, 'Towards an open-standards based framework for achieving condition-based predictive maintenance', 8th International Conference on the Internet of Things, IoT 2018, ACM, article no. a16, pp. 1-8. Open access 23
2018	Li, W, Feng, Z, Mayer, W, Grossmann, G, Kashefi, AK & Stumptner, M 2018, 'FEDSA: A data federation platform for law enforcement management', 22nd IEEE International Enterprise Distributed Object Computing Conference, EDOC 2018, IEEE, article no. 8536144. pp. 21-27. 4
2018	Mayer, W, Casanovas, P, Stumptner, M, De Koker, L & Mendelson, D 2018, 'Semantic workflows in law enforcement investigations and legal requirements', 1st Workshop on Technologies for Regulatory Compliance, TERECOM 2017, Rheinisch-Westfaelische Technische Hochschule Aachen, vol. 2049, pp. 51-63. Open access
2018	Morgan, R, Grossman, G, Schrefl, M & Stumptner, M 2018, 'Using VizDSL for modelling visualization processes', 22nd IEEE International Enterprise Distributed Object Computing Conference Workshops, EDOCW 2018, IEEE, article no. 8536125, pp. 212-215. 1
2018	Morgan, R, Grossmann, G, Schrefl, M, Stumptner, M & Payne, T 2018, 'VizDSL: A visual DSL for interactive information visualization', in D Hutchison, T Kanade, j Kittler et al (eds), 30th International Conference on Advanced Information Systems Engineering, CAiSE 2018, Springer, pp. 440-455. 12 8
2018	Selway, M, Grossman, G, Stumptner, M, Owen, KR & Dexter, RM 2018, 'Integration of visual contracts and model transformation for enhanced MDE development', 21st ACM/IEEE International Conference on Model Driven Engineering Languages and Systems, MODELS 2018, ACM, pp. 415-425. Open access 2 1
2018	Selway, M, Owen, KR, Dexter, RM, Grossmann, G, Mayer, W & Stumptner, M 2018, 'Automated techniques for generating behavioural models for constructive combat simulations', 24th Australian-Society-for-Operations-Research (ASOR) Conference, Springer, pp. 103-115. Open access 2
2018	Sikos, LF, Philp, D, Voigt, S, Howard, C, Stumptner, M & Mayer, W 2018, 'Provenance-aware LOD datasets for detecting network inconsistencies', Joint International Workshops on Contextualized Knowledge Graphs, and Semantic Statistics, CKGSemStats 2018, Lehrstuhl Informatik V, vol. 2317, pp. 1-6. Open access 3
2018	Sikos, LF, 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), 11th International Conference on Knowledge Science, Engineering and Management, Springer Nature Switzerland AG, pp. 132-143. Open access 13 6
2018	Stumptner, M, Mayer, W, Grossmann, G, Liu, J, Li, W, Casanovas, P, De Koker, L, Mendelson, D, Watts, D & Bainbridge, B 2018, 'An architecture for establishing legal semantic workflows in the context of integrated law enforcement', in U Pagallo et al. (eds), Third Workshop on Legal Knowledge and the Semantic Web (LK&SW-2016), Springer, pp. 124-139. 5
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), 2017 Workshop on Linked Democracy: Artificial Intelligence for Democratic Innovation, LINKDEM 2017, RWTH Aachen, vol. 1897, pp. 15-27. Open access 2
2017	Morgan, R, Grossmann, G & Stumptner, M 2017, 'VizDSL: Towards a graphical visualisation language for enterprise systems interoperability', International Symposium on Big Data Visual Analytics, BDVA 2017, IEEE, article no. 8114629, pp. 1-8. Open access 6 5
2017	Selway, M, Stumptner, M, Schrefl, M & Jordan, A 2017, 'Level-aware ecosystem transformations for industrial lifecycle interoperability', 36th International Conference on Conceptual Modeling, ER 2017, Springer, vol. 10650, pp. 173-181. Open access 1
2017	Wondoh, J, Grossmann, G & Stumptner, M 2017, 'Dynamic temporal constraints in business processes', Australasian Computer Science Week Multiconference, ACSW 2017, ACM Press, article no. a34, pp. 1-10. 3
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), 3rd International Workshop on Multi-Level Modelling, Ruzica Piskac, vol. 1722, pp. 35-44. Open access 12
2016	Stabauer, M, Grossmann, G & Stumptner, M 2016, 'State of the art in knowledge extraction from online polls: a survey of current technologies', Australasian Computer Science Week Multiconference, ACSW 2016, ACM, article no. 58, pp. 1-8. Open access 3
2016	Wondoh, J, Grossmann, G & Stumptner, M 2016, 'Propagation of event content modification in business processes', in QZ Sheng et al. (eds), 14th International Conference, ICSOC 2016, Springer, pp. 70-84. 2
2016	Wondoh, J, Grossmann, G & Stumptner, M 2016, 'Utilising bitemporal information for business process contingency management', Australasian computer science week multiconference, ACSW 2016, ACM - Association for Computing Machinery Inc, pp. 1-10, article no. a45. 2
2015	Igamberdiev, M, Grossman, G & Stumptner, M 2015, 'Verification of the CD2RDBMS transformation case in Flora-2', in M Amrani, E Syriani and M Wimmer (eds), 4th International Workshop on Verification of Model Transformations, VOLT 2015, CEUR, vol. 1530, pp. 28-45. Open access
2015	Igamberdiev, M, Grossmann, G & Stumptner, M 2015, 'Simplification and verification of software and data structure models in the engineering domain', 24th Australasian Software Engineering Conference, ASWEC 2015, IEEE, pp. 138-147.
2015	Selway, M, Stumptner, M, Mayer, W, Jordan, A, Grossman, G & Schrefl, M 2015, 'Multilevel mapping of ecosystem descriptions', in C Dubruyne et al. (eds), International Conferences on On the Move to Meaningful Internet Systems, OTM 2015, Springer International Publishing, pp. 257-266. Open access 1
2015	Selway, M, Stumptner, M, Mayer, WE, Jordan, AA, Grossmann, G & Schrefl, M 2015, 'A conceptual framework for large-scale ecosystem interoperability', in P Johannesson et al. (eds), 34th International Conference on Conceptual Modeling (ER 2015), Springer, pp. 287-301. 10 7 1
2015	Shen, H & Stumptner, M 2015, 'Message from the research programme committee chairs ASWEC 2015', 24th Australasian Software Engineering Conference, ASWEC 2015, IEEE.
2015	Wang, X, Tinati, R, Mayer, W, Rowland-Campbell, A, Tiropanis, T, Brown, I, Hall, W, O'Hara, K, Stumptner, M & Koronios, A 2015, 'Building a web observatory for South Australian government: supporting an age friendly population', 3rd International Workshop on Building Web Observatories (BWOW), University of Southampton, pp. 1-10. Open access
2015	Wondoh, J, Grossmann, G, Gasevic, D, Reichert, M, Schrefl, M & Stumptner, M 2015, 'Bitemporal support for business process contingency management', 34th International conference on conceptual modeling, ER 2015, Springer, pp. 109-118. 5 1 1
2014	Igamberdiev, M, Grossmann, G & Stumptner, M 2014, 'An implementation of multi-level modelling in F-Logic', in C Atkinson et al. (eds), Proceedings of the Workshop on Multi-Level Modelling, RWTH Aachen, pp. 33-42. Open access 6
2014	Jordan, A, Mayer, W & Stumptner, M 2014, 'Multilevel modelling for interoperability', in C Atkinson et al. (eds), Proceedings of the Workshop on Multi-Level Modelling co-located with {ACM/IEEE} 17th International Conference on Model Driven Engineering Languages & Systems (MoDELS 2014), Rheinisch-Westfälische Technische Hochschule, pp. 93-102. Open access 1
2014	Jordan, AA, Selway, MR, Grossmann, G, Mayer, WE & Stumptner, M 2014, 'Re-engineering the ISO 15926 data model: a multi-level metamodel perspective', in A Lomuscio et al. (eds), ICSOC 2013: International Conference on Service-Oriented Computing, Springer, pp. 248-255. 2 1
2014	Jordan, AA, Selway, MR, Mayer, WE, Grossmann, G & Stumptner, M 2014, 'An ontological core for conformance checking in the engineering life-cycle', in P Garbacz & O Kutz (eds), FOIS 2014: 8th International Conference on Formal Ontology in Information Systems, IOS Press, pp. 358-371. 1
2014	Mafazi, S, Grossmann, G, Mayer, W & Stumptner, M 2014, 'Towards a reference architecture for the co-evolution of business processes', 18th IEEE International Enterprise Distributed Object Computing Conference Workshops and Demonstrations; EDOCW 2014, IEEE, pp. 389-396. 4
2014	Mafazi, S, Mayer, WE & Stumptner, M 2014, 'Conflict resolution for on-the-fly change propagation in business processes', 10th Asia-Pacific conference on conceptual modelling (APCCM 2014), Australian Computer Society, vol. 154, pp. 39-48. Open access 8
2014	Selway, M, Mayer, W & Stumptner, M 2014, 'Semantic interpretation of requirements through cognitive grammar and configuration', 13th Pacific Rim International Conference on Artificial Intelligence, Springer, pp. 496-510. Open access 3 1
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', MilCIS 2013 : Military Communications and Information Systems Conference, IEEE, pp. 1-7. 2
2013	Cameron, A, Stumptner, M, Nandagopal, N, Mayer, WE & Mansell, T 2013, 'Performance analysis of a rule-based SOA component for real-time applications', 28th Annual ACM aymposium on applied computing, Association for Computing Machinery, pp. 1877-1884. 1
2013	Grossmann, G, Jordan, A, Muruganandha, R, Selway, M & Stumptner, M 2013, 'Enabling information interoperability through multi-domain modeling', in F Harmsen & HA Proper (eds), 6th Working Conference on Practice-Driven Research on Enterprise Transformation (PRET), Springer, pp. 16-33. 5 4
2013	Mafazi, S, Grossmann, G, Mayer, WE & Stumptner, M 2013, 'On-the-fly change propagation for the co-evolution of business processes', Confederated International Conferences on On the Move to Meaningful Internet Systems, Springer, vol. 8185, pp. 75-93. 11 7
2013	Mayer, W, Stumptner, M, Grossmann, G & Jordan, A 2013, 'Semantic interoperability in the oil and gas industry: a challenging testbed for semantic technologies', Semantics for big data: papers from the AAAI symposium, Association for the Advancement of Artificial Intelligence, pp. 40-43. 4
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', 9th Asia-Pacific Conference on Conceptual Modelling (APCCM 2013), ACM, pp. 3-18. 3
2013	Selway, M, Grossmann, G, Mayer, W & Stumptner, M 2013, 'Formalising natural language specifications using a cognitive linguistics/configuration based approach', 17th IEEE International Enterprise Distributed Object Computing Conference, IEEE Computer Society, pp. 59-68. Open access 5
2013	Selway, M, Mayer, W & Stumptner, M 2013, 'Configuring domain knowledge for natural language understanding', in M Aldanondo & A Falkner (eds), 15th International Configuration Workshop, École des Mines d'Albi-Carmaux, pp. 63-70. Open access 1
2012	Cameron, A, Stumptner, M, Nandagopal, N, Mayer, W & Mansell, T 2012, 'Rule-based control of decentralised asynchronous SOA for real-time applications', 2012 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, IEEE, pp. 241-248.
2012	Jordan, A, Grossmann, G, Mayer, W, Selway, M & Stumptner, M 2012, 'On the application of software modelling principles on ISO 15926', ACM/IEEE 15th International Conference on Model Driven Engineering Languages & Systems (MoDELS 2012), Association for Computing Machinery, paper no. 3, pp. 1-6. 10
2012	Mafazi, S, Mayer, W, Grossmann, G & Stumptner, M 2012, 'A knowledge-based approach to the configuration of business process model abstractions', in AHM ter Hofstede et al. (eds), 1st International Workshop on Knowledge-intensive Business Processes, The editors, pp. 60-74. Open access 4
2012	Mayer, W, Friedrich, G & Stumptner, M 2012, 'On computing correct processes and repairs using partial behavioral models', in L De Raedt et al. (eds), 20th European Conference on Artificial Intelligence, IOS Press, pp. 582-587. Open access 5 6
2012	Parvez, AA, Stumptner, M, Barbulescu, A & Haibin, L 2012, 'Ontology-based conceptual payload design: requirements ontology', 2012 International Symposium on Communications and Information Technologies (ISCIT2012), IEEE, pp. 678-683.
2011	Boskovic, M, Bagheri, E, Grossmann, G, Gasevic, D & Stumptner, M 2011, 'Towards integration of semantically enabled service families in the cloud', 3rd Canadian Semantic Web Symposium, CSWS 2011, CEUR, pp. 58-69. Open access 3
2011	Grossmann, G, Quirchmayr, G & Stumptner, M 2011, 'An architectural concept for the CIEAM enterprise bus', 5th World Congress on Engineering Asset Management (WCEAM), Springer, pp. 251-261.
2011	Grossmann, G, Schrefl, M & Stumptner, M 2011, 'A model-driven framework for runtime adaptation of web service compositions', 6th International Symposium on Software Engineering for Adaptive and Self-Managing Systems, SEAMS 2011, Association for Computing Machinery, pp. 184-189. 3
2011	Killisperger, P, Stumptner, M, Peters, G & Stückl, T 2011, 'Priority-based constraint management in software process instantiation', in WW Song et al. (eds), 18th International Conference on Information Systems Development, ISD 2009, Springer, pp. 523-534.
2010	Friedrich, G, Stumptner, M & Mayer, WE 2010, 'Diagnosis of service failures by trace analysis with partial knowledge', in Paul Maglio, Mathias Weske, Jian Yang & Marcelo Fantinato, Service-oriented computing, Springer, pp. 334-349. Open access 21 13
2010	Grossmann, G, Schrefl, M & Stumptner, M 2010, 'A conceptual modeling approach for web service composition supporting service re-configuration', in S Link (ed.), 7th Asia-Pacific Conference on Conceptual Modelling, Australian Computer Society, pp. 43-52. Open access 5 2
2010	Grossmann, G, Stumptner, M, Mayer, WE & Barlow, M 2010, 'A service oriented architecture for data integration in asset management', in K Dimitris (ed.), 4th World Congress on Engineerng Asset Management, Springer, pp. 785-795. 2
2010	Grossmann, G, Stumptner, M, Schrefl, M & Berger, S 2010, 'Metamodel Based Information Integration at Industrial Scale', in Dorina Petriu, Nicolas Rouquette & Oystein Haugen, MODELS 2010, Springer, vol. 2, pp. 153-167. 15 11
2010	Kew, MS, Ferris, TLJ, Grossmann, G & Stumptner, M 2010, 'Enhancing event driven architectures with event-bus types', 21st Australian Software Engineering Conference, ASWEC, pp. 67-76. Open access
2010	Killisperger, PS, 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), International Conference on Software Process, ICSP 2010, Springer-Verlag Berlin, Heidelberg, pp. 100-111. 3 2
2010	Pucel, XT, Mayer, WE & Stumptner, M 2010, 'Diagnosing component interaction errors from abstract event traces', in Jiuyong Li, 23rd Australasian Joint Conference on Artificial Intelligence, Springer, pp. 496-505. Open access 1
2010	Schrefl, M, Grossmann, G & Stumptner, M 2010, 'Model Driven Orchestration: Design for Service Compatibility', in Dorina Petriu, Nicolas Rouquette & Oystein Haugen, MODELS 2010, Springer, vol. 2, pp. 17-31. 2 1
2010	Stumptner, M, Friedrich, G & Mayer, WE 2010, 'Diagnosing Process Trajectories Under Partially Known Behavior', in Helder Codlho, Rudi Studer, Michael Wooldridge, 19th European Conference on Artificial Intelligence, IOS Press, pp. 111-116. 4 4
2009	Bettex, M, Stumptner, M, Mayer, WE & Falkner, A 2009, 'On Solving Complex Rack Configuration Problems using CSP Methods', in Markus Stumptner & Patrick Albert, International Joint Conferences on Artificial Intelligence (IJAI-09), International Joint Conference on Artificial Intelligence, pp. 53-60.
2009	Grossmann, G, Peters, G, Stumptner, M, Killisperger, PS & Stuckl, T 2009, 'Meta Model Based Architecture for Software Process Instantiation', in Q Wang, V Garousi, R Madachy & D Pfahl, International Conference on Software Process (ICSP 2009), Springer Verlag, vol. 5543, pp. 63-74. 9 5
2009	Le Mercier, N, Li, J, Stumptner, M & Lock, P 2009, 'Building a Generic Graph-based Descriptor Set for use in Drug Discovery', in Paul J Kennedy, Kok-Leong Ong & Peter Christen, 8th Australasian Data Mining Conference (AUsDM-09), Australian Computer Society, pp. 168-174. Open access
2009	Mayer, WE & Stumptner, M 2009, 'Modeling Context-Dependent Faults for Diagnosis', in Erik Frisk, Marrias Nyberg, Mattias Krysander & Jan Ausland, 20th International Workshop on Principles of Diagnosis (DX-09), Linkoping University, pp. 211-218. Open access
2009	Mayer, WE, Stumptner, M & Pucel, XT 2009, 'Diagnosability analysis without fault models', in Erik Frisk, Mattias Nyberg, Mattias Krysander & Jan Auslund, 20th International Workshop on Principles of Diagnosis (DX-09), Linkoping University, pp. 67-74. Open access
2009	Stuckl, T, Peters, G, Stumptner, M & Killisperger, PS 2009, 'Method Manual Based Process Generation and Validation', in Jose Cordeiro & Joaquim Filipe, 11th International Conference on Enterprise Inforamtion systems (ICEIS 2009), Institute for systems and Technologies of Information, Control and Communication, vol. ISAS, pp. 256-261.
2009	Stumptner, M, Gemund, A, Abreu, R & Mayer, WE 2009, 'Refining Spectrum-based Fault Localization Rankings', in Dongwan Shin, 2009 ACM symposium on applied computing, ACM, pp. 409-414. 31
2009	Stumptner, M, Stuckl, T, Killisperger, PS & Peters, G 2009, 'Instantiating Software Processes: An Industry Approach', in George Angelos Papadopoulos, Wita Wojkowski, Gregory Wojtkowski,Stanislaw Wrycza Z& Joze Zupancic, The Seventeenth International Conference on Information Systems Development (ISD2008), Springer, pp. 589-597. 2 2
2009	Stumptner, M, Thiagarajan, RK & Mayer, WE 2009, 'Service Composition as Generative Constraint Satisfaction', in Ernesto Damiani, Rong Chang & Jia Zhang, 2009 IEEE International Conference on Web Services, IEEE, pp. 888-895. Open access 23 11
2009	Thiagarajan, RK, Mayer, WE & Stumptner, M 2009, 'A Generative Framework for Service Process Composition', in Luciano Baresi, Chi-Hung Chi & Jun Suzuki, 7th international joint conference, ICSOC-Servicewave 2009, Springer, pp. 358-363. Open access 3 1
2009	Thiagarajan, RK, Mayer, WE & Stumptner, M 2009, 'Generative Composition of Web Services', in Eric Yu, Johann Eder & Colette Rolland, 21st International Conference on Advanced Information Systems (CAiSE'09), CEUR, vol. 453, pp. 49-54. Open access
2009	Thiagarajan, RK, Mayer, WE & Stumptner, M 2009, 'Semantic service discovery by consistency-based matchmaking', in Q Li, L Feng, J Pei, S Wang, X Zhou and Q Zhu, Joint International Conference on Asia-Pacific Web Conference (APWeb) and Web age Information, Springer, vol. 5446, pp. 492-505. 7 5
2008	Gemund, A, Abreu, R, Mayer, WE & Stumptner, M 2008, 'Prioritising Model-Based Debugging Diagnostic Reports', in Albran Grastien, Wolfgang Mayer, Markus Stumptner, pp. 127-134.
2008	Killisperger, PS, Stumptner, M, Peters, G & Stuckl, T 2008, 'Challenges in software design in large corporations - a case study at Siemens AG', INSTICC - Institute for Systems and Technologies of Information, Control and Communication, vol. 2, pp. 123-128. 5 4
2008	Maier, FT, Mayer, WE, Stumptner, M & Muehlenfeld, A 2008, 'Modelling and Management of Design Artefacts in Design Optimisation', in Richard Curran, Shuo-Yan Chou, Amy Trappey, Springer, pp. 513-520. 1 1
2008	Maier, FT, Muehlenfeld, A, Mayer, WE & Stumptner, M 2008, 'Ontology-Based Process Modeling and Execution using STEP/EXPRESS', in Daniel Cooke, Taghi M Khoshgoftaar, SEKE 2008, Knowledge Systems Institute Graduate School, pp. 935-940. 1
2008	Mayer, WE & Stumptner, M 2008, 'Evaluating Models for Model-Based Debugging', in Paola Inverdi, Andrew Ireland, Willem Visser, 23rd IEEE/ACM international conference on automated software engineering (ASE 2008), IEEE, pp. 128-137. Open access 58
2008	Mayer, WE, Stumptner, M & Thiagarajan, RK 2008, 'Synthesis and Partial Execution of Service Processes for Matchmaking', in Sadayappan P., Parashar M., Badrinath R., Prasanna V.K., Springer-Verlag, pp. 25-33.
2008	Mayer, WE, Stumptner, M, Maier, FT & Muehlenfeld, A 2008, 'Ontology-Based Process Modelling for Design Optimisation Support', in John S Gero & Ashok K Goel, Springer Science and Business Media B.V, pp. 513-532. 2
2008	Peters, G, Stumptner, M, Nothhelfer-Kolb, B & Killisperger, PS 2008, 'Automating Software Processes', in Chris Barry, Kieran Conboy, Michael Lang, Gregory Wojtkowski, Wita Wojtkowski, Springer, pp. 1059-1068.
2008	Schrefl, M, Grossmann, G & Stumptner, M 2008, 'Modelling Inter-Process Dependencies with High-Level Business Process Modelling Languages', in Annika Hinze & Markus Kirchberg, 5th Asia-Pacific conference on conceptual modelling , APCCM. Conceptual modelling 200, Australian Computer Society, vol. 79, pp. 89-102. 10
2008	Stumptner, M & Hooijmaijers, D 2008, 'Enhancing Subjective Ontologies with social Tagging Systems', in Thomas Meyer & Mehmet A Orgun, Australian Computer Society Inc, pp. 31-40.
2008	Stumptner, M & Hooijmaijers, D 2008, 'Improving Integration with Subjective Combining of Ontology Mappings', in Aijun An, Stan Matwin, Zbigniew W Ras, Dominik Slezak, Springer, pp. 552-562. 3 3
2008	Stumptner, M, Muehlenfeld, A & Mayer, WE 2008, 'Knowledge-Intensive Process Modelling in Engineering Design', in A M. Tjoa & R. R Wagner, 19th international conference on database and expert systems applications, IEEE Computer Society, pp. 90-94. Open access
2008	Stumptner, M, Muehlenfeld, A & Mayer, WE 2008, 'Using Ontologies to Optimise Design-Driven Development Processes', in Richard Curran, Shuo-Yan Chou, Amy Trappey, Springer, pp. 451-459. Open access
2008	Stumptner, M, Schumann, A & Mayer, WE 2008, 'A Jointree Algorithm for Diagnosability and its Application to Verification of Distributed Software Systems', in Albran Grastien, Wolfgang Mayer, Markus Stumptner, pp. 165-172.
2008	Stumptner, M, Schumann, A & Mayer, WE 2008, 'Distributed Repair of Nondiagnosability', in Malik Ghallab, Constantine D. Spyropoulos, Nikos Fakotakis, Nikos Avouris, IOS Press, vol. 178, pp. 795-796.
2008	Thiagarajan, RK, Manjunath, G & Stumptner, M 2008, 'Finding Experts By Semantic Matching of User Profiles', in Malgorzata Mochol, Anna V Zhdanova, Lyndon J.B. Nixon, John Breslin, Axel Polleres, CEUR-WS, pp. 7-18. 4

Reports

Year	Output
2019	Tingey-Holyoak, JL, Pisaniello, JD, Mayer, W, Stumptner, M, Grossmann, G & Buss, P 2019, WaterLink: Development of an integrated water productivity and waste accounting tool, University of South Australia, Australia.

Other

Year	Output
2009	Stumptner, M 2009, Twenty-first International Joint Conference on Artificial Intelligence (IJCAI-09).
2008	Stumptner, M, Grastien, A & Mayer, WE 2008, DX-08. 19th International Workshop on Pronciples of Diagnosis.

Research

Patents

Details	Registry	Status
Method and system for information integration in industrial systems Grossmann, Georg; Stumptner, Markus; Schrefl, Michael	Australia	Filed
Method and system for information integration in industrial systems Grossmann, Georg; Stumptner, Markus; Schrefl, Michael	US	Filed

External engagement & recognition

Collaborations

External engagement & recognition

Collaborations

Organisation	Country
Aalto University	FINLAND
Asset Institute	AUSTRALIA
Athabasca University	CANADA
Australian National University	AUSTRALIA
Australian Nuclear Science and Technology Organisation	AUSTRALIA
Autonomous University of Barcelona	SPAIN
BAE Systems	AUSTRALIA
Carnegie Mellon University	UNITED STATES
Carnegie Mellon University Australia	AUSTRALIA
Central Adelaide Local Health Network Incorporated	AUSTRALIA
China Aerospace Science and Technology Corporation	CHINA
China State Ship Building Corporation Limited	CHINA
CSIRO Data61	AUSTRALIA
Data to Decisions CRC	AUSTRALIA
Data61	AUSTRALIA
Deakin University	AUSTRALIA
Defence Science and Technology Group	AUSTRALIA
Delft University of Technology (TU Delft)	NETHERLANDS
Department of Defence	AUSTRALIA
Ecole Nationale Superieure Agronomique	FRANCE
Flinders University	AUSTRALIA
FOM University of Applied Sciences	CANADA
Graz University of Technology	AUSTRIA
Hewlett-Packard	UNITED STATES
Huazhong Agricultural University	CHINA
Intersticia Pty Ltd	AUSTRALIA
Johannes Kepler University of Linz	AUSTRIA
La Trobe University	AUSTRALIA
Lockheed Martin	AUSTRALIA
MIMOSA	UNITED STATES
MTConnect Institute	UNITED STATES
Munich University of Applied Sciences	GERMANY
Oracle Corporation	AUSTRALIA
Origin Energy	AUSTRALIA
Private Individual	UNITED KINGDOM
Queensland University of Technology	AUSTRALIA
Sentek Technologies	AUSTRALIA
Shanghai Customs College	CHINA
Siemens	AUSTRALIA
Siemens Austria	AUSTRIA
Technische Universitat Graz	AUSTRIA
Texas State University	UNITED STATES
Ulm University	GERMANY
University of Adelaide	AUSTRALIA
University of Dortmund	GERMANY
University of Edinburgh	UNITED KINGDOM
University of Hamburg	GERMANY
University of Klagenfurt	AUSTRIA
University of South Australia	AUSTRALIA
University of Southampton	UNITED KINGDOM
University of Western Australia	AUSTRALIA
University of Wollongong	AUSTRALIA
Wuhan University	CHINA

External engagement & recognition

Engagement/recognition	Year
Area Editor, Model-Based Reasoning AI Communications	2018
Editorial Board member Artificial Intelligence for Engineering Design, Analysis and Manufacturing (AI EDAM)	2018
Member, Mathematical, Information and Computing Sciences Committee (MIC), Research Evaluation Committee Australian Research Council (ARC)	2018
Area Editor, Model-Based Reasoning AI Communications	2017
Editorial Board member Artificial Intelligence for Engineering Design, Analysis and Manufacturing (AI EDAM)	2017
Member Association for Computing Machinery (ACM)	2017
Member Institute of Electrical and Electronics Engineers (IEEE) Computer Society	2017
Member, Steering Committee for AI and Expert Systems Australian Computer Society (ACS)	2017
Research Evaluation Committee Member Excellence in Research for Australia	2015
Editor, Special Issue on Configuration Artificial Intelligence for Engineering Design, Analysis and Manufacturing (AI EDAM)	2011
General Chair Australian AI Conference	2010

Other

Co-Chair and Organiser for 2009 Workshop on Configuration (held at the Int'l Joint Conf. for Artificial Intelligence, Pasadena, July 2009)
Co-Chair and Organiser for 2008 International Workshop on Principles of Diagnosis (Blue Mountains, Australia, September 2008)
Editor, Special Issue on Industrial Applications of Model-Based Diagnosis: AI Communications, 2002.

Teaching & student supervision

Highlights

Information Modelling
Artificial Intelligence
Ontologies
Software Technology
Databases/Data Modelling

Teaching & student supervision

Research degree supervision

Supervisions from 2010 shown

Thesis title	Student status
132- AI Supported Sustainable Standards-Based Interoperability	Current
A framework for natural language communication with uninhabited aerial vehicles in air traffic management	Current
Development of industry 4 living laboratories in education and research	Current
Enhanced risk interoperability in digital twin modelling	Current
FEnEx CRC PhD Open Analytics Interoperability	Current
Modelling causal knowledge patterns for causal knowledge graphs	Current
Ontological Enrichment of Data Standards for Digital Twin Management	Current
Secure Autonomous System Architectures for a Hyperconnected World	Current
Synthetic data imputation for virtual sensors in adaptive digital twins	Current
A comparison of machine learning algorithms applied to quantitative structure-activity relationship studies in drug discovery	Completed
A conceptual framework for the consistent management of process views	Completed
A decentralised rule-based peer-to-peer framework for real-time SOA systems	Completed
An integrated multi-level modelling and verification framework for data interoperability	Completed
Analysis and improvements to the four-dimensional X-ray velocimetry respiratory imaging process	Completed
Constraint-based automated service discovery and composition	Completed
Event and temporal constraint management in dynamic business environments	Completed
Formal models from controlled natural language via cognitive grammar and configuration	Completed
Instantiation of information systems development processes	Completed
Knowledge representation and reasoning for a model-based approach to higher level information fusion	Completed
Ontology-based conceptual payload design	Completed
Ontology-driven integration and representation of engineering design processes and artefacts	Completed
Towards efficient deep reinforcement learning in complex and dynamic tasks	Completed
Understanding information security risk in Australian real estate sectors	Completed
Value-based stochastic systems analysis	Completed
VizDSL: a visual Domain Specific Language for modelling visualisation processes	Completed

Professor Markus Stumptner

Alternative contact

Alternative contact details

About me

About me

UniSA STEM

About me

Professional Associations

Experience

Qualifications

Research

Research focus

Highlights

Projects

Outputs

Chapters

Journal Articles

Conferences

Reports

Other

Current research & highlights

Patents

External engagement & recognition

Collaborations

Collaborations

External engagement & recognition

Area Editor, Model-Based Reasoning

Editorial Board member

Member, Mathematical, Information and Computing Sciences Committee (MIC), Research Evaluation Committee

Area Editor, Model-Based Reasoning

Editorial Board member

Member

Member

Member, Steering Committee for AI and Expert Systems

Research Evaluation Committee Member

Editor, Special Issue on Configuration

General Chair

Other

Teaching & student supervision

Highlights

Courses and programs

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