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The ARC Training Centre for
Transforming Maintenance through Data Science
Presentations
2024
2023
2022
2021
2020
2019
Presentations in 2022
Natural Language Query For Technical Knowledge Graph Navigation
Ziyu Zhao
What does the Data Say or Why I don't like analogies?
Michael Small
A Novel Approach to Time Series Complexity via Reservoir Computing - AJCAI 2022
Braden Thorne
Tutorial at AJCAI 2022 - A Practical Guide to Knowledge Graph Construction from Technical Short Text
Michael Stewart
Forecasting Conveyor Belt Wear using Bayesian Hierarchical Modelling
Ryan Leadbetter
Industrial Equipment Reference Data Sets - a review of structures and utility
Jens Klump
Ontologies meet NLP
Melinda Hodkiewicz
Common definitions for mining technology
Melinda Hodkiewicz
Transforming Maintenance through Data Science
Aloke Phatak
QUARRY: A Graph Model for Queryable Association Rules
Michael Stewart
Optimisation platform for shutdown maintenance scheduling
Hoa Bui
Conveyor belt wear forecasting through a Bayesian Hierarchical Modeling framework using functional data analysis and gamma processes.
Ryan Leadbetter
Multi-skilled Workforce and Maintenance Job Scheduling in Turnaround Maintenance.
Ponpot Jartnillaphand
Human Side of Data Science Innovation Management
Keyao Li
Building a Data Fit Organisation
Melinda Hodkiewicz
How is intelligence artificially learnt
Wei Liu
Plant shutdown planning problems.
Mojtaba Heydar
Lifetime Prediction for Systems with heterogeneous Components
Tim Pesch
Latest advances in Natural Language Processing and how this can improve automation
Wei Liu
Optimisation Methods for Maintenance Scheduling in the Mining industry
Hoa Bui
Degradation modelling in mining and mineral processing equipment: a comparison of two statistical approaches
Gabriel Gonzalez
Cost Aggregate Queries on Knowledge Graph Augmented by Reference Data Libraries
Ziyu Zhao
Periscope: A tool for centralised asset reliability assessment powered by NLP
Tyler Bikaun
Optimal maintenance scheduling for Alcoa digester banks
Sandy Spiers
Global PM Days Keynote Speech
Keyao Li
Are we ready for a rational discussion? The existence of biases in construction dispute negotiation
Keyao Li
QuickGraph: A Rapid Annotation Tool for Knowledge Graph Extraction from Technical Text
Tyler Bikaun
An alternative approach to conventional methods of belt wear modelling and forecasting
Ryan Leadbetter
A Computer Vision Based Approach to Measuring Remaining Useful Life of Sizer Barrels
Braden Thorne
Reasoning about technical language for incomplete knowledge graphs using query embedding
(no authors)
Employee Digital Capabilities and Talent Development
Keyao Li
Scheduling Tool for Furnace Outages at Kwinana Nickel Refinery by Hoa Bui
Hoa Bui
Data fit organisation pilot research project: Insights from a data workflow by Eden Li and Mitin Hirani
Keyao Li
A data fit organization and new approach in building organizational data capabilities
Keyao Li
Time Series Analysis with Reservoir Computing: Foundations and Applications
Braden Thorne
Knowledge-Graph-Based Question Answering
Ziyu Zhao
An introduction to time series analysis with reservoircomputing
Braden Thorne
Key features of future work and capability requirements for a thriving workforce
Mark Griffin
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