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The ARC Training Centre for
Transforming Maintenance through Data Science
People
Researchers
Industry Partners
Operating Committee
Strategy Risk and Reporting Board
PhD Support Panel
Organisations
People
A/Prof Timothy French
Chief Investigator
University of Western Australia
Publications
Presentations
Tools
Awards
News
CySpider: A Neural Semantic Parsing Corpus with Baseline Models for Property Graphs
.
Ziyu Zhao
,
Wei Liu
,
Tim French
and
Michael Stewart
Springer Link AI 2023: AI 2023: Advances in Artificial Intelligence pp 120-132.
SConE: Simplified cone embeddings with symbolic operators for complex logical queries
.
Chau Nguyen
,
Tim French
,
Wei Liu
and
Michael Stewart
Conference Findings of the Association for Computational Linguistics: ACL 2023.
CylE: Cylinder Embeddings for Multi-hop Reasoning over Knowledge Graphs
.
Chau Nguyen
,
Tim French
,
Wei Liu
and
Michael Stewart
Association for Computational Linguistics.
Natural Language Query For Technical Knowledge Graph Navigation
.
Ziyu Zhao
,
Michael Stewart
,
Wei Liu
,
Tim French
, and
Melinda Hodkiewicz
https://ausdm22.ausdm.org/index.html%3Fp=4414.html.
MWO2KG and Echidna: Constructing and exploring knowledge graphs from maintenance data
.
Stewart M
,
Hodkiewicz M
,
Liu W
and
French T
Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability. 2022;0(0).
Automatic semantic knowledge extraction from electronic forms
.
Haolin Wu,
Tim French
,
Wei Liu
and
Melinda Hodkiewicz
Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability.
LexiClean: An annotation tool for rapid multi-task lexical normalisation
.
Tyler Bikaun
,
Tim French
,
Melinda Hodkiewicz
,
Michael Stewart
and
Wei Liu
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing: System Demonstrations.
Using job characteristics to inform interface design for industrial maintenance procedures
.
Woods, C.,
Griffin, M. A.
,
French, T.
and
Hodkiewicz, M.
Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems: Making Waves, Combining Strengths (Conference on Human Factors in Computing Systems - Proceedings). Association for Computing Machinery (ACM). https://doi.org/10.1145/3411764.3.
Digitalization and reasoning over engineering textual data stored in spreadsheet tables
.
Melinda Hodkiewicz
, Johan W. Klüwer, Caitlin Woods, Thomas Smoker and
Tim French
IFAC-PapersOnLine.
Pipeline for machine reading of unstructured maintenance work order records
.
Yiyang Gao, Caitlin Woods,
Tim French
and
Melinda Hodkiewicz
Research Publishing, Singapore.
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SigmaOPT Best Student Paper Prize
Sandy Spiers
ABDC Award for Innovation and Excellence in Research
Keyao Li
Winner- Best Poster Prize
Yingying Yang
Best Paper in Technology & Innovation for 'Building a data-driven future for construction team? Capabilities matter'
Keyao Li
and
Mark Griffin
2020 Best Mathematics and Statistics 4th Year/Honours Student Award
Sandy Spiers
Paul G. Dunn Research Development Award
Andrew Rohl
AustMS WIMSIG Maryam Mirzakhani Award
Hoa Bui
Australian Mathematical Society Lift-off Fellowship
Hoa Bui
National Geographic Society - AI for Earth Innovation Grant
Debora Correa
and
Michael Small
2020 Christopher Heyde Medal
Ryan Loxton
Title of John Curtin Distinguished Professor
Andrew Rohl
ARC Discovery Grant in the 2020 round.
Debora Correa
and
Michael Small
Fellow of the Australian Academy of Technological Sciences and Engineering
Melinda Hodkiewicz
Roy Hill - Australasian Supply Chain Institute 2019 award for excellence in supply chain management
Mike Lomman
Research & Innovation Project of the Year-Postgraduate Tertiary Student Award
Michael Stewart
and
Wei Liu
First Prize - ICDM 2019 Knowledge Graph Contest: Team UWA
Michael Stewart
and
Wei Liu
CTMTDS Newsletter 23, December 2023
.
Friday 1 December 2023
This month's newsletter focuses on the activities in December IN THE SPOTLIGHT # Congratulations to Research Fellow Eden Li on winning the Innovation and Excellence in Research award in the Australian Business Deans Council ( abdc.edu.au ) for her Data Workflow Method. The panel was impressed with the strong engagement and collaboration...
CTMTDS Newsletter Issue 16, May 2023
.
Thursday 11 May 2023
Welcome to the first newsletter for 2023! We ended 2022 with two events that showcased research across our themes to industry partners. The new year began with the arrival of two new post-doctoral researchers to the Centre. In May, they teamed up with a couple of PhD students to form a...
CTMTDS Newsletter Issue 14, August 2022
.
Tuesday 30 August 2022
This month's newsletter focuses on Translation Theme 4 - Support the Organisation. IN THE SPOTLIGHT # Congratulations to Tim French on his promotion to Associate Professor, School of Physics, Maths and Computing, Computer Science and Software Engineering at UWA! Team News # New members joining the Centre in August include: Manuel Cifuentes, the BHP representative...
CTMTDS Newsletter Issue 12, June 2022
.
Wednesday 29 June 2022
This month's newsletter focuses on Research Theme 1 - Support the maintainer. IN THE SPOTLIGHT # Congratulations to Tyler Bikaun whose paper "QuickGraph: A Rapid Annotation Tool for Knowledge Graph Extraction from Technical Text" was accepted into the Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics, a top-ranking...
CTMTDS Newsletter Issue 7
.
Tuesday 11 January 2022
Welcome to an update on CTMTDS activities Aug - Dec 2021. Team Updates # Changes to the members of the Centre in the second six months of 2021: One new PhD student, Chau Nguyen, joined the Centre in October. Chau will complete his PhD at UWA within Theme 1 supervised by Tim French...
CTMTDS Newsletter Issue 5
.
Wednesday 6 January 2021
Welcome to an update on CTMTDS activities. Highlights # Research Fellow for Theme 1 Michael Stewart PhD was accepted, congratulations to Dr Michael Stewart. Chief investigator for Theme 1 Dr Wei Lui is now Associate Professor Wei Lui – congratulations Wei.· PhD Candidates Yingying Yang, Tyler Bikaun, and Ryan Leadbetter completed their first candidacy...