Associate Professor Wolfgang Mayer

Associate Professor UniSA STEM

Mawson Lakes Campus (D3-28)
tel +61 8 830 25567

email Wolfgang.Mayer@unisa.edu.au

Available for media comment
Research Degree Supervisor

About me

Artificial Intelligence
Machine Learning
Natural Language Processing (NLP)
Ontologies and Conceptual Modeling

I am passionate about developing novel Artificial Intelligence technologies to help answer important questions in industry, healthcare, engineering, and Defense. My focus is on applied research where domain knowledge combined with data can provide solutions that mainstream “Big Data” and Machine Learning techniques cannot address. My expertise combines state-of-the-art machine learning & data analysis techniques, natural language processing technologies, and the “traditional” logic-based knowledge representation and reasoning techniques used for modelling, configuration, and diagnosis of technical systems.

I have a broad portfolio of applied research collaborations with individual businesses,... 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

I have a broad portfolio of applied research collaborations with individual businesses, government, and Defence organisations. My research has helped overcome data silos and provide intelligent tools for Asset Management, Health Care, Oil & Gas and steel industries, Waste Management, Sustainable Development, Transportation, the Government sector, and Defence. I have also developed intelligent tools for configuration and fault diagnosis in software systems, technical systems, and associated business processes.

As a member of the Leadership Group in the Industrial AI Research Centre at UniSA, I am experienced in leading junior researchers and accustomed to collaborating with a variety of stakeholders in industry, government, and research institutions. My strong links with industry and Defence have resulted in a line of successful research projects on data platforms for engineering processes (AutoCRC), asset management (CIEAM CRC and FenEx CRC), scientific data collection (ANDS), health data collection (NECTAR), information management for law enforcement (Data to Decisions CRC), manufacturing (IMCRC), risk management in healthcare (DHCRC), multiple projects in the Defence context (information provenance for network analytics, behavioural simulation models, data-driven simulation processes, network analysis, narrative extraction) and several industry-funded projects related to data-driven optimisation in a variety of application areas. Overall, I have received ~$3.88M project funding in the last 5 years. Moreover, I was a Chief Investigator of 1 ARC Discovery Project grant, led the research directions of 5 postdoctoral fellows, graduated 8 PhD students, and published over 100+ scientific peer-reviewed papers.

Research

Research focus

Information Systems
Artificial Intelligence and Image Processing
Computer Software
Data Format
Information and Computing Sciences

Highlights

Artificial Intelligence, Machine Learning, Natural Language Processing, Data Analysis, Model-based Reasoning and Diagnosis, Program Analysis and Debugging, Product and process configuration and optimisation, Data Fusion, Systems interoperability

Research

Projects

Excludes commercial-in-confidence projects.

FEnEx CRC Project Zero - 20.RP0.001, Future Energy Exports CRC Limited, 01/12/2020 - 31/12/2026
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
Narrative Visualisation for Multi-Domain Agile C2, Defence Science and Technology Group, 20/12/2023 - 31/12/2025
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
Int Policing: Entity Linking & Resolution, D2D CRC Limited, 01/01/2016 - 31/12/2019
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
Modelling Complex Warfighting Strategic Response Initiative, SR2, Defence Science and Technology Group, 09/04/2018 - 30/06/2018
Techniques of Generating Behavioral Models for Constructive Combat Simulations, Cwth Dept of Defence, 01/09/2016 - 30/05/2017

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 or Scopus

Open access indicates that an output is open access.

Chapters

Year	Output
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), 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, Springer, Cham, Switzerland, vol. 2373, pp. 413-425.
2025	Yang, S, Liu, Z, Mayer, W, Ding, N, Wang, Y, Huang, Y, Wu, P, Li, W, Li, L, Zhang, HY & Feng, Z 2025, 'ShizishanGPT: An Agricultural Large Language Model Integrating Tools and Resources', International Conference on Web Information Systems Engineering, Springer, Singapore, pp. 284-298. 1
2024	Clarke, TJ, Gwilt, I, Zucco, J, Mayer, W & Smith, RT 2024, 'Superpowers in the metaverse: augmented reality enabled X-ray vision in immersive environments', in V Geroimenko (ed.), Augmented and Virtual Reality in the Metaverse, Springer, Switzerland, ch. 15, pp. 283-309. Open access 2
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	Luo, J, Zhang, Y, Wang, Y, Mayer, W, Ding, N, Li, X, Quan, Y, Cheng, D, Zhang, HY & Feng, Z 2023, 'A reinforcement learning-based approach for continuous knowledge graph construction', in Z Jin et al. (eds), Knowledge Science, Engineering and Management : 16th International Conference, KSEM 2023, Guangzhou, China, August 16–18, 2023, Proceedings, Part IV, Springer Nature Switzerland AG,, Cham, Switzerland :, ch. 34, pp. 418-429. Open access
2021	Mayer, W & Wotawa, F 2021, 'Artificial intelligence methods for software debugging', in M Kalech, R Abreu & M Last (eds), Artificial Intelligence Methods for Software Engineering, World Scientific, US, ch. 14, pp. 401-435.
2020	Smith, RT, Clarke, TJ, Mayer, W, Cunningham, A, Matthews, B & Zucco, JE 2020, 'Mixed reality interaction and presentation techniques for medical visualisations', in PM Rea (ed.), Biomedical Visualisation, Springer, Switzerland, ch. 7, pp. 123-139. 20
2019	Philp, D, Chan, N & Mayer, W 2019, 'Network path estimation in uncertain data via entity resolution', in TD Le et al. (eds), Data mining, Springer, Singapore, ch. 16, pp. 196-207. 1
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	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

Journal Articles

Year	Output
2025	Boyd, C, Kleinig, TJ, Dawson, J, Patel, S, Mayer, W & Bezak, E 2025, 'Observer variability in CT Angiography Carotid Segmentation: assessing variability to set minimum clinical performance', Journal of Neuroimaging, vol. 35, no. 3, article no. e70058, pp. 1-12. Open access
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. Open access
2025	Maheshwari, S, Ochoa, JJ, Gu, N, Rameezdeen, R, Mayer, W & Doe, RM 2025, 'Improving information sharing in Offsite Construction (OSC): a systematic literature review', Buildings, vol. 15, no. 5, pp. 1-20. Open access
2024	Man, K, Chahl, J, Mayer, W & Perera, A 2024, 'The effects of different image parameters on human action recognition models trained on real and synthetic image data', IEEE Access, vol. 12, pp. 95223-95244. Open access
2024	Meng, Z, Zhan, S, Xu, R, Mayer, W, Zhu, Y, Zhang, H-Y, He, C, He, K, Cheng, D & Feng, Z 2024, 'Domain ontology-driven knowledge graph generation from text', online, pp. 1-18. Open access
2024	Paeedeh, N, Pratama, M, Masum, MA, Mayer, W, Cao, Z & Kowalczyk, R 2024, 'Cross-domain few-shot learning via adaptive transformer networks', Knowledge-Based Systems, vol. 288, article no. 111458, pp. 1-9. Open access 10 6
2024	Paeedeh, N, Pratama, M, Wibirama, S, Mayer, W, Cao, Z & Kowalczyk, R 2024, 'Few-shot class incremental learning via robust transformer approach', Information Sciences, vol. 675, article no. 120751, 1-21. Open access 2
2024	Wickramaarachchige, MW, Statsenko, L, Ochoa, JJ, Mayer, W & Chileshe, N 2024, 'Critical enablers for the development of sectoral innovation ecosystems: a conceptual framework', Cogent Business and Management, vol. 11, no. 1, article no 2414858, pp. 1-25. Open access
2024	Xu, R, Mayer, W, Chu, H, Zhang, Y, Zhang, HY, Wang, Y, Liu, Y & Feng, Z 2024, 'Automatic semantic modeling of structured data sources with cross-modal retrieval', Pattern Recognition Letters, vol. 177, pp. 7-14. 5
2023	Hao, Z, Mayer, W, Xia, J, Li, G, Qin, L & Feng, Z 2023, 'Ontology alignment with semantic and structural embeddings', Journal of Web Semantics, vol. 78, article no. 100798, pp. 1-14. 13 6 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
2023	Wang, Y, Jiang, Q, Geng, Y, Hu, Y, Tang, Y, Li, J, Zhang, J, Mayer, W, Liu, S, Zhang, HY, Yan, X & Feng, Z 2023, 'SGMFQP: an ontology-based Swine Gut Microbiota Federated Query Platform', Methods, vol. 212, pp. 12-20. 3 2 1
2023	Zhang, Y, Xu, R, Lu, W, Mayer, W, Ning, D, Duan, Y, Zeng, X & Feng, Z 2023, 'Multi-modal spatio-temporal knowledge graph of ship management', Applied Sciences (Switzerland), vol. 13, no. 16, article no. 9393, pp. 1-17. Open access 4 4 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. 300 201 1
2022	Xu, J, Mayer, W, Zhang, H, He, K & Feng, Z 2022, 'Automatic semantic modeling for structural data source with the prior knowledge from knowledge base †', Mathematics, vol. 10, no. 24, article no. 4778, pp. 1-19. Open access 3 3 1
2021	Derakhshanfar, H, Ochoa, JJ, Kirytopoulos, K, Mayer, W & Langston, C 2021, 'A cartography of delay risks in the Australian construction industry: impact, correlations and timing', Engineering Construction and Architectural Management, vol. 28, no. 7, pp. 1952-1978. Open access 7 7
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 8 2
2021	Tingey-Holyoak, J, Pisaniello, J, Buss, P & Mayer, W 2021, 'The importance of accounting-integrated information systems for realising productivity and sustainability in the agricultural sector', International Journal of Accounting Information Systems, vol. 41, article no. 100512. Open access 19 13
2019	Derakhshanfar, H, Ochoa, JJ, Kirytopoulos, K, Mayer, W & Tam, VW 2019, 'Construction delay risk taxonomy, associations and regional contexts: a systematic review and meta-analysis', Engineering Construction and Architectural Management, vol. 26, no. 10, pp. 2364-2388. 32 29 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 26 25 1
2017	Zhalama, Zhang, J & Mayer, WE 2017, 'Weakening faithfulness: some heuristic causal discovery algorithms', International Journal of Data Science and Analytics, vol. 3, no. 2, pp. 93-104. Open access 17
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. 38 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 21 11
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

Conferences

Year	Output
2024	Gupta, G, Stanek, J, Mayer, W & Grossmann, G 2024, 'Adaptive semantic framework for CDSS to a new environment', in D Abramson, S Vassar & C Jin (eds), ACSW 2024 Australiasian Computer Science Week, ACM, pp. 75-77. Open access
2024	Lee, S, Efatmaneshnik, M, James, A, Mayer, W, Smith, J & Grabert, T 2024, 'Fuzzy rule-based quantitative framework for system testability measurement', 10th IEEE International Symposium on Systems Engineering, ISSE 2024, IEEE.
2024	Li, J, Wang, J, Li, C, Liu, X, Feng, Z, Qin, L & Mayer, W 2024, 'Document-level relation extraction with additional evidence and entity type information', in D-S Huang, Z Si, & C Zhang (eds), 20th International Conference on Intelligent Computing, ICIC 2024, Springer, part 3, pp. 226-237.
2024	Liu, X, Li, C, Qin, L, Li, J, Wang, J, Feng, Z & Mayer, W 2024, 'Overlapping entity relation extraction based on syntactic dependency tree and multi-dimensional corner marking strategy', in D-S Huang, Z Si, & C Zhang (eds), 20th International Conference on Intelligent Computing, ICIC 2024, Springer, part 3, pp. 214-225.
2023	Clarke, TJ, Mayer, W, Zucco, JE & Smith, RT 2023, 'Generating pseudo random volumes for volumetric research', IEEE International Symposium on Mixed and Augmented Reality Adjunct, ISMAR-Adjunct 2023, IEEE, pp. 266-270.
2023	Clarke, TJ, Mayer, W, Zucco, JE, Drogemuller, A & Smith, RT 2023, 'Volumetric X-ray vision using illustrative visual effects', IEEE International Symposium on Mixed and Augmented Reality Adjunct, ISMAR-Adjunct 2023, IEEE, pp. 769-771.
2023	Ding, N, Mayer, W, Geng, Y, Duan, Y & Feng, Z 2023, 'Generative semantic modeling for structured data source with large language model', 25th IEEE International Conferences on High Performance Computing and Communications, 9th International Conference on Data Science and Systems, 21st IEEE International Conference on Smart City and 9th IEEE International Conference on Dependability in Sensor, Cloud and Big Data Systems and Applications, HPCC/DSS/SmartCity/DependSys, IEEE, pp. 1148-1152.
2023	Du, Z, Xu, D, Huang, D, Hu, Y, He, K, Wang, C, Wang, J, Zhang, HY, Mayer, W, Duan, Y, Wang, Y & Feng, Z 2023, 'An ontology-based method for heterogeneous data governance with MFI and MDR', 25th IEEE International Conferences on High Performance Computing and Communications, 9th International Conference on Data Science and Systems, 21st IEEE International Conference on Smart City and 9th IEEE International Conference on Dependability in Sensor, Cloud and Big Data Systems and Applications, HPCC/DSS/SmartCity/DependSys, IEEE, pp. 1106-1113.
2023	McDade, J, Drogemuller, A, Jing, A, Ireland, N, Walsh, J, Thomas, B, Mayer, W & Cunningham, A 2023, 'CADET: a collaborative agile data exploration tool for mixed reality', 21st IEEE International Symposium on Mixed and Augmented Reality Adjunct, ISMAR-Adjunct, IEEE, pp. 899-900. 2 1
2022	Chu, H, Wu, W, Mayer, W, Cheng, D, Zhang, HY & Feng, Z 2022, 'Dynamic Semantic Modeling of Structural Data Sources', 24th IEEE International Conference on High Performance Computing and Communications, 8th IEEE International Conference on Data Science and Systems, 20th IEEE International Conference on Smart City and 8th IEEE International Conference on Dependability in Sensor, Cloud and Big Data Systems and Application, HPCC/DSS/SmartCity/DependSys 2022, IEEE, pp. 74-81.
2022	Clarke, TJ, Mayer, W, Zucco, JE, Matthews, BJ & Smith, RT 2022, 'Adapting VST AR X-ray vision techniques to OST AR', International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct), IEEE, pp. 495-500. Open access 2 1
2022	Dai, Y, Zhang, S, Tang, Y, Mayer, W, Li, J, Li, H, Zhang, Z, Li, H, Wang, Y, Zhang, W, Jiang, Q, Zhang, HY, Li, B & Feng, Z 2022, 'GMFQP: an Ontology-mediated gut microbiota federated query platform', in D Adjeroh et al. (eds), 2022 IEEE international conference on Bioinformatics and Biomedicine (BIBM), IEEE, pp. 730-735.
2022	Dias Guimaraes, G, Gu, N, Gomes, V, Ochoa Paniagua, J, Rameezdeen, R, Mayer, W & Kim, K 2022, 'Data, stakeholders and environmental assessment: a BIM-enabled approach to designing-out construction and demolition waste', 27th International Conference of the Association for Computer-Aided Architectural Design Research in Asia, CAADRIA, vol. 2, pp. 587-596. Open access
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
2022	Xu, R, Mayer, W, Wang, Y, Zhang, HY, Ning, D, Duan, Y, He, K & Zaiwen, F 2022, 'Automatic semantic modeling by cross-modal retrieval', 24th IEEE International Conference on High Performance Computing and Communications, 8th IEEE International Conference on Data Science and Systems, 20th IEEE International Conference on Smart City and 8th IEEE International Conference on Dependability in Sensor, Cloud and Big Data Systems and Application, HPCC/DSS/SmartCity/DependSys 2022, IEEE, pp. 2142-2150. 1
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 2
2021	Zhang, S, Tang, Y, Yan, J, Li, L, Li, T, Li, J, Xie, P, Gu, Y, Xu, J, Feng, Z, Zhang, W, Xia, J, Mayer, W, Zhang, H-Y, He, G-C & He, K 2021, 'A graph-based approach for integrating biological heterogeneous data based on connecting ontology', in Y Huang, L Kurgan, F Luo, XT Hu, Y Chen, E Dougherty, A Kloczkowski & Y Li (eds), 2021 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2021, IEEE, pp. 600-607. 6
2019	Derakhshanfar, H, Elmualim, A, Ochoa, JJ, Mayer, W & Gunawan, I 2019, 'Causes of delays in Iranian gas and combined cycle power plant projects', 22nd International Conference on Advancement of Construction Management and Real Estate, CRIOCM 2017, CRIOCM 2017 Organising Committee, pp. 61-68. Open access
2019	Derakhshanfar, H, Elmualim, A, Ochoa, JJ, Mayer, W & Gunawan, I 2019, 'Projects risk management using artificial neural networks based on lessons learned', 22nd International conference on advancement of construction management and real estate, CRIOCM 2017 Organising Committee, pp. 69-76. Open access
2019	Zhalama, Zhang, J, Eberhardt, F, Mayer, W & Li, MJ 2019, 'ASP-based discovery of semi-markovian causal models under weaker assumptions', 28th International Joint Conference on Artificial Intelligence, IJCAI 2019, International Joint Conferences on Artificial Intelligence, pp. 1488-1494. Open access 6
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	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	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 7
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	Zhalama, Zhang, J, Eberhardt, F & Mayer, W 2017, 'SAT-based causal discovery under weaker assumptions', 33rd Conference on Uncertainty in Artificial Intelligence, UAI 2017, AUAI Press, paper no. 234, pp. 1-10. Open access 8
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. 11 8 1
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
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. 2
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	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	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
2011	Beeson, M, Halcomb, J & Mayer, W 2011, 'Inconsistencies in the process specification language (PSL)', in P Höfner, A McIver & G Struth (eds.), First Workshop on Automated Theory Engineering (ATE-2011), NICTA ; University of Sheffield, vol. 760, pp. 9-19. Open access 1
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	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	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
2010	Stumptner, M, Friedrich, G & 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
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, Pucel, XT & Stumptner, M 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	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. 32
2009	Stumptner, M, Mayer, WE, Falkner, A & Bettex, M 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	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 24 12
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, Stumptner, M & Mayer, WE 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	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	Maier, FT, Stumptner, M, Muehlenfeld, A & Mayer, WE 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	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 59
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	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.

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
2008	Stumptner, M, Grastien, A & Mayer, WE 2008, DX-08. 19th International Workshop on Pronciples of Diagnosis.

External engagement & recognition

Collaborations

External engagement & recognition

Collaborations

Organisation	Country
Aalto University	FINLAND
Australian National University	AUSTRALIA
Australian Nuclear Science and Technology Organisation	AUSTRALIA
Autonomous University of Barcelona	SPAIN
BAE Systems	AUSTRALIA
Beihang University	CHINA
Bond University	AUSTRALIA
California Institute of Technology	UNITED STATES
Carnegie Mellon University	UNITED STATES
Carnegie Mellon University Australia	AUSTRALIA
Central Adelaide Local Health Network Incorporated	AUSTRALIA
China Shipbuilding Industry 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
Graz University of Technology	AUSTRIA
H&S Information Systems	UNITED STATES
Hainan University	CHINA
Huazhong Agricultural University	CHINA
Huazhong University of Science and Technology	CHINA
Intersticia Pty Ltd	AUSTRALIA
Johannes Kepler University of Linz	AUSTRIA
La Trobe University	AUSTRALIA
Lingnan University	HONG KONG
Nova Systems	AUSTRALIA
Royal Adelaide Hospital	AUSTRALIA
San Jose State University	UNITED STATES
Sentek Pty Ltd	AUSTRALIA
Sentek Technologies	AUSTRALIA
Shanghai Customs College	CHINA
Shenzhen University	CHINA
University of Adelaide	AUSTRALIA
University of Campinas	BRAZIL
University of Gadjah Mada	INDONESIA
University of Klagenfurt	AUSTRIA
University of South Australia	AUSTRALIA
University of Southampton	UNITED KINGDOM
University of Southern Queensland	AUSTRALIA
University of Wollongong	AUSTRALIA
Western Sydney University	AUSTRALIA
Wuhan University	CHINA

External engagement & recognition

Engagement/recognition	Year
Member Association for Computing Machinery (ACM)	2017
Member Association for the Advancement of Artificial Intelligence (AAAI)	2017

Teaching & student supervision

Research degree supervision

Supervisions from 2010 shown

Thesis title	Student status
"Counts-count" - is it time to remove the collimator from the gamma camera?	Current
109376-Multi-Modal Information Fusion	Current
An industry ecosystem framework for advanced manufacturing capability development in modular construction	Current
Building adaptive test and evaluation framework through ai-driven digital model-based engineering testing tool	Current
Develop a framework to facilitate the adoption of Offsite Construction in the Australian Residential Sector by improving information sharing among the stakeholders	Current
Edge computing of life signs for search and rescue, agriculture and telemedicine.	Current
FEnEx CRC PhD Open Analytics Interoperability	Current
Handling Dynamic Environments with Extremely Few Examples	Current
How can universities contribute to sustainable transformation of food systems through knowledge sharing?	Current
Hybrid clinical decision support system in health care	Current
Knowledge-augmented few-shot causal event extraction	Current
Leveraging task execution features to enhance execution time prediction accuracy	Current
Modelling causal knowledge patterns for causal knowledge graphs	Current
Natural Language Summarisation of Causal Events	Current
Proposition-based complex natural language inference using knowledge-augmented deep language models	Current
Radiological assessment of cerebrovascular pathology using neural networking	Current
Sample efficient hierarchical reinforcement learning for simulation	Current
VIRTs: Volumetric Illustrative Rendering Techniques to improve x-ray vision perception on optical see through mixed reality	Current
A BIM-enabled approach to designing out construction & demolition waste: how to shift designers' behaviour and provide adequate information during the decision-making process	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
A delay risk management framework for construction projects: learning from past experiences	Completed
Analysis and improvements to the four-dimensional X-ray velocimetry respiratory imaging process	Completed
Constraint-based automated service discovery and composition	Completed
ERP institutionalisation: the confluence of environmental, organisational, and technological institutional mechanisms	Completed
Formal models from controlled natural language via cognitive grammar and configuration	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
Weakening the faithfulness assumption in causal discovery	Completed

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Associate Professor Wolfgang Mayer

About me

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UniSA STEM

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Journal Articles

Conferences

Reports

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External engagement & recognition

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Collaborations

External engagement & recognition

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Teaching & student supervision

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