Page: Ontologies meet NLP — Prof Melinda Hodkiewicz Chief Investigator Theme 1 2022-11-10 Page: Human Side of Data Science Innovation Management — Dr Keyao Li Research Fellow Theme 4 2022-09-07 Page: Global PM Days Keynote Speech — Dr Keyao Li Research Fellow Theme 4 2022-05-29 Page: Forecasting Conveyor Belt Wear using Bayesian Hierarchical Modelling — Ryan Leadbetter PhD Student Theme 2 2022-11-17 Page: Data fit organisation pilot research project: Insights from a data workflow by Eden Li and Mitin Hirani — Dr Keyao Li Research Fellow Theme 4 2022-03-11 Page: Scheduling Tool for Furnace Outages at Kwinana Nickel Refinery by Hoa Bui — Dr Hoa Bui Research Fellow Theme 3 2022-03-11 Page: Periscope: A tool for centralised asset reliability assessment powered by NLP — Tyler Bikaun PhD Student Theme 1 2022-06-03 Page: Optimal maintenance scheduling for Alcoa digester banks — Sandy Spiers PhD Student Theme 3 2022-06-03 Page: Lifetime Prediction for Systems with heterogeneous Components — Tim Pesch PhD Student Theme 2 2022-08-12 Page: Plant shutdown planning problems. — Dr Mojtaba Heydar Research Fellow Theme 3 2022-08-12 Page: Multi-skilled Workforce and Maintenance Job Scheduling in Turnaround Maintenance. — Ponpot Jartnillaphand PhD Student Theme 3 2022-09-09 Page: Knowledge-Graph-Based Question Answering — Ziyu Zhao PhD Student Theme 1 2022-02-18 Page: Optimisation platform for shutdown maintenance scheduling — Dr Hoa Bui Research Fellow Theme 3 2022-10-07 Page: Degradation modelling in mining and mineral processing equipment: a comparison of two statistical approaches — Gabriel Jesus Gonzalez PhD Student Theme 2 2022-07-01 Page: Cost Aggregate Queries on Knowledge Graph Augmented by Reference Data Libraries — Ziyu Zhao PhD Student Theme 1 2022-07-01 Page: The International Conference on Smart Computing & Communications (ICSCC 2019) — Prof Andrew Rohl Training Centre Director Directorate 2019-06-29 Page: TBA — Prof Melinda Hodkiewicz Chief Investigator Theme 1 2019-06-19 Page: Breakfast seminar - Sirius Centre and Energy Valley in Oslo — Prof Melinda Hodkiewicz Chief Investigator Theme 1 2019-06-24 Page: Mini-symposium Ontologies for Infra and Building Sector16th April 2019, Delft — Prof Melinda Hodkiewicz Chief Investigator Theme 1 2019-04-16 Page: Future of Mining conference Sydney — Prof Melinda Hodkiewicz Chief Investigator Theme 1 2019-03-25 Page: WA Mining Conference — Prof Melinda Hodkiewicz Chief Investigator Theme 1 2019-10-15 Page: ISWC 2019 — Prof Melinda Hodkiewicz Chief Investigator Theme 1 2019-10-26 Page: International Workshop on Complex Systems and Networks — Prof Michael Small Theme Lead Theme 2 2019-09-24 Page: SIAM 2019 — Prof Michael Small Theme Lead Theme 2 2019-05-20 Page: ICIAM,2019, — Prof Michael Small Theme Lead Theme 2 2019-07-15 Page: Raising the Bar — Prof Michael Small Theme Lead Theme 2 2019-11-22 Page: eResearch 2019 — Sam Bradley Senior Software Engineer Theme 5 2019-10-21 Page: 2020 ANZIAM Early-career Workshop — Prof Ryan Loxton Theme Lead Theme 3 2020-01-31 Page: APOS Workshop Data Automation — Prof Melinda Hodkiewicz Chief Investigator Theme 1 2020-06-16 Page: Connectivity and Linkedness of the Graph of Cubical Polytopes — Dr Hoa Bui Research Fellow Theme 3 2020-07-09 Page: Unlocking knowledge buried within technical records — Dr Michael Stewart Research Fellow Theme 1 2020-06-25 Page: Unlocking industry data in research/industry partnerships and working towards a FAIR data future — John Hille Research Fellow Theme 5 2020-04-29 Page: Key Note Speaker - Maintenance in an industry 4.0 and COVID-19 world – the case for remote operations — Prof Melinda Hodkiewicz Chief Investigator Theme 1 2020-11-05 Page: Cleaning and Visualization of Unstructured Text in Safety Records ESREL 2020 PSAM 15 — Dr Michael Stewart Research Fellow Theme 1 2020-11-04 Page: ESREL 2020 PSAM 15 - The 30th European Safety and Reliability Conference — A/Prof Adriano Polpo Chief Investigator Theme 2 2020-11-05 Page: Managing Streamed Sensor Data for Mobile Equipment Failure Prediction — Dr Debora Correa Chief Investigator Theme 2 2020-09-08 Page: Applied Mathematics and Complex Systems Seminars — Dr Debora Correa Chief Investigator Theme 2 2020-08-13 Page: Presentation on Semi-automated Estimation of Reliability Measures from Maintenance Work Order Records — Tyler Bikaun PhD Student Theme 1 2021-04-13 Page: Towards a set of open reference ontologies for reasoning and text interoperability across the manufacturing domain — Prof Melinda Hodkiewicz Chief Investigator Theme 1 2021-04-16 Page: The Ghost in the Machine - Are we heading for a Predictive Analytics driven disaster? — Prof Melinda Hodkiewicz Chief Investigator Theme 1 2021-05-12 Page: NSW ANZIAM 2021 Mid-year Conference - Optimisation Methods for Maintenance Scheduling in the Mining Industry. — Dr Hoa Bui Research Fellow Theme 3 2021-07-09 Page: Crew Rostering Optimization in Maintenance Operations - Models and Solution Methods — Ponpot Jartnillaphand PhD Student Theme 3 2021-07-09 Page: A stochastic model for job assignment problem with random arrivals and processing time — Dr Mojtaba Heydar Research Fellow Theme 3 2021-07-09 Page: Redcoat: A Collaborative Annotation Tool Supporting Technical Language Processing Research — Dr Michael Stewart Research Fellow Theme 1 2021-04-13 Page: Are we ready to transform? Building capability to adopt data science solutions. — Dr Keyao Li Research Fellow Theme 4 2021-05-14 Page: Master Class - Deterministic Dynamics, Machine Learning & Tipping Points — Prof Michael Small Theme Lead Theme 2 2021-03-04 Page: Master Class - Pattern Recognition and Change Point Detection — Dr Ayham Zaitouny Research Fellow Theme 2 2021-03-04 Page: Master Class - Rethinking Technology-Led Maintenance Transformation Implementation People are the Key to Success — Dr Keyao Li Research Fellow Theme 4 2021-03-04 Page: Master Class - Complex Time Series Modelling — Dr Debora Correa Chief Investigator Theme 2 2021-04-15 Page: Master Class - Solution Methods for Practical Scheduling Models — Dr Hoa Bui Research Fellow Theme 3 2021-04-15 Page: Building employability capabilities in data science students: An interdisciplinary, industry-focussed approach — Dr Aloke Phatak Training Centre Associate Director Theme 2 2021-07-09 Page: Presentation - Semi-automated Estimation of Reliability Measures from Maintenance Work Order Records — Tyler Bikaun PhD Student Theme 1 2021-07-01 Page: Mineral Resource Institute of Western Australia - PhD Research Showcase Poster — Tyler Bikaun PhD Student Theme 1 2021-08-03 Page: Interdisciplinary, industry-based work-integrated learning (WIL): Transformative educational experiences for students, teachers and industry partners — Dr Aloke Phatak Training Centre Associate Director Theme 2 2021-09-30 Page: Improving how engineers communicate - with computers — Prof Melinda Hodkiewicz Chief Investigator Theme 1 2021-10-26 Page: Learning the dynamics: from radial basis functions to reservoir computers. — Prof Michael Small Theme Lead Theme 2 2021-11-04 Page: A technical language processing-based solution to automatically calculating lubrication-related costs from maintenance work orders - presentation at PHM 2021, TLP Workshop — Dr Michael Stewart Research Fellow Theme 1 2021-11-29 Page: How Do Non-Work Individual Factors Affect Worker Well-Being in the Construction Industry? — Dr Keyao Li Research Fellow Theme 4 2021-09-13 Page: Modular ontologies for maintenance texts — Prof Melinda Hodkiewicz Chief Investigator Theme 1 2021-11-04 Page: ICMIAM AI on maintenance data -challenges to value delivery — Prof Melinda Hodkiewicz Chief Investigator Theme 1 2021-12-15 Page: AI On Maintenance Data - Challenges To Value Delivery. — Prof Melinda Hodkiewicz Chief Investigator Theme 1 2021-12-12 Page: ICMIAM Estimating the remaining useful life of process piping using Bayesian methods — Gabriel Jesus Gonzalez PhD Student Theme 2 2021-12-14 Page: ICMIAM Informative Bayesian Survival Methods to Handle Heavy Censoring in Lifetime Data — Ryan Leadbetter PhD Student Theme 2 2021-12-14 Page: Employee Digital Capabilities and Talent Development — Dr Keyao Li Research Fellow Theme 4 2022-03-29 Page: Key features of future work and capability requirements for a thriving workforce — Prof Mark Griffin Theme Lead Theme 4 2022-02-03 Page: A data fit organization and new approach in building organizational data capabilities — Dr Keyao Li Research Fellow Theme 4 2022-03-03 Page: Optimisation Methods for Maintenance Scheduling in the Mining industry — Dr Hoa Bui Research Fellow Theme 3 2022-07-20 Page: Are we ready for a rational discussion? The existence of biases in construction dispute negotiation — Dr Keyao Li Research Fellow Theme 4 2022-05-29 Page: Building a Data Fit Organisation — Prof Melinda Hodkiewicz Chief Investigator Theme 1 2022-09-07 Page: Common definitions for mining technology — Prof Melinda Hodkiewicz Chief Investigator Theme 1 2022-10-26 Page: Tutorial at AJCAI 2022 — Dr Michael Stewart Research Fellow Theme 1 2022-12-05 Page: A Novel Approach to Time Series Complexity via Reservoir Computing - AJCAI 2022 — Braden Thorne PhD Student Theme 2 2022-12-07 Page: A Computer Vision Based Approach to Measuring Remaining Useful Life of Sizer Barrels — Braden Thorne PhD Student Theme 2 2022-05-06 Page: Sydney dynamics group workshop — Dr Ayham Zaitouny Research Fellow Theme 2 2019-11-05 Page: Intelligent Maintenance Conference 2020 — Dr Debora Correa Chief Investigator Theme 2 2020-09-08 Page: Conveyor belt wear forecasting through a Bayesian Hierarchical Modeling framework using functional data analysis and gamma processes. — Ryan Leadbetter PhD Student Theme 2 2022-09-29 Page: Tutorial at AJCAI 2022 - A Practical Guide to Knowledge Graph Construction from Technical Short Text — Dr Michael Stewart Research Fellow Theme 1 2022-12-05 Page: How is intelligence artificially learnt — A/Prof Wei LiuTheme LeadTheme 1 2022-09-01 Page: Latest advances in Natural Language Processing and how this can improve automation — A/Prof Wei LiuTheme LeadTheme 1 2022-07-21 Page: Conveyor Belt Wear Forecasting through a Bayesian Hierarchical Modeling Framework using Functional Data Analysis and Gamma Processes by Ryan Leadbetter — Ryan Leadbetter PhD Student Theme 2 2023-02-21 Page: Ontologies meet NLP NLP-with a spare parts perspective — Prof Melinda Hodkiewicz Chief Investigator Theme 1 2023-01-30 Page: What does the Data Say or Why I don't like analogies? — Prof Michael Small Theme Lead Theme 2 2022-12-08 Page: Ontologies meet NLP - with a spare parts perspective — Prof Melinda Hodkiewicz Chief Investigator Theme 1 2023-02-07 Page: Industrial Knowledge Graphs for Maintenance applications — Prof Melinda Hodkiewicz Chief Investigator Theme 1 2023-03-01 Page: Maintenance through Data Science: A Summary of Work to Date — Prof Andrew Rohl Training Centre Director Directorate 2023-04-21 Page: Critical Transitions in Complex Systems — Prof Michael Small Theme Lead Theme 2 2023-05-29 Page: Complex Data Requires Creative Solutions — Dr Aloke Phatak Training Centre Associate Director Theme 2 2023-06-09 Page: Question Answering over Temporal Knowledge Graphs — Dr Sirui Li Research Fellow Theme 1 2023-05-19 Page: AMPeak. Annual conference put on in Perth by the Asset Management Council — Prof Ryan Loxton Theme Lead Theme 3 2019-04-08 Page: Zero Duality Gap Conditions via Abstract Convexity — Dr Hoa Bui Research Fellow Theme 3 2020-07-08 Page: Nurturing Collaboration? A Skill Set for University-Industry Collaboration Champions — Dr Keyao Li Research Fellow Theme 4 2021-06-16 Page: LexiClean: An annotation tool for rapid multi-task lexical normalisation — Tyler Bikaun PhD Student Theme 1 2021-11-09 Page: Natural Language Query For Technical Knowledge Graph Navigation — Ziyu Zhao PhD Student Theme 1 2022-12-12 Page: QuickGraph: A Rapid Annotation Tool for Knowledge Graph Extraction from Technical Text — Tyler Bikaun PhD Student Theme 1 2022-05-27 Page: Industrial Equipment Reference Data Sets - a review of structures and utility — Dr Jens Klump Theme Lead Theme 5 2022-11-15 Page: AI on maintenance data - challenges to value delivery — Prof Melinda Hodkiewicz Chief Investigator Theme 1 2023-02-14 Page: NLP meets ontologies for industrial knowledge graphs on maintenance texts — Prof Melinda Hodkiewicz Chief Investigator Theme 1 2023-04-21 Page: An exact cutting plane method for the Euclidean Max-Sum Diversity Problem — Sandy Spiers PhD Student Theme 3 2023-07-13 Page: On outer approximation method for nonconvex binary optimization — Dr Hoa Bui Research Fellow Theme 3 2023-07-10 Page: Detecting transitions in dynamical and industrial systems — Prof Michael Small Theme Lead Theme 2 2023-09-02 Page: Optimising Maintenance Teams — Ponpot Jartnillaphand PhD Student Theme 3 2023-09-15 Page: Estimation and Testing with Extended Sequential Order Statistics — Tim Pesch PhD Student Theme 2 2023-08-18 Page: Dynamical System Approaches to Online Fault Detection — Braden Thorne PhD Student Theme 2 2023-07-21 Page: Get the most out of condition monitoring data: Improving conveyor belt wear forecasts to make better maintenance decisions. — Ryan Leadbetter PhD Student Theme 2 2023-06-16 Page: Industrial data and the resurrection of ontologies — Prof Melinda Hodkiewicz Chief Investigator Theme 1 2023-07-21 Page: Transforming Maintenance Through Data Science — Prof Andrew Rohl Training Centre Director Directorate 2023-06-27 Page: Get the most out of condition monitoring data: Improving conveyor belt wear forecasts to make better maintenance decisions — Ryan Leadbetter PhD Student Theme 2 2023-06-27 Page: Questioning your maintenance data and get accurate answers — Ziyu Zhao PhD Student Theme 1 2023-03-17 Page: Prof Andrew Rohl and Ryan Leadbetter - Roundtable panel discussion AI in Industry chaired by Karin Breitman — Ryan Leadbetter PhD Student Theme 2 2023-06-27 Page: Answering Logical Queries on Technical Knowledge Graphs — Chau Nguyen PhD Student Theme 1 2023-09-15 Page: Unlocking the Potential of Data Science: Developing an Assessment Tool for Organisational Capability — Dr Keyao Li Research Fellow Theme 4 2023-05-19 Page: Nonlinear time series analysis of industrial data with uncertainty — Dr Shuixiu Lu Research Fellow Theme 2 2023-08-18 Page: A fresh look at the Future of Technical Language Processing Research in the eyes of ChatGPT — A/Prof Wei LiuTheme LeadTheme 1 2023-04-21 Page: SOS for non-id components — Tim Pesch PhD Student Theme 2 2021-10-26 Page: Estimation with ESOS — Tim Pesch PhD Student Theme 2 2023-05-09 Page: CylE: Cylinder Embeddings for Multi-hop Reasoning over Knowledge Graphs - poster presentation — Chau Nguyen PhD Student Theme 1 2023-05-03 Page: SConE: Simplified Cone Embeddings with Symbolic Operators for Complex Logical Queries poster presentation — Chau Nguyen PhD Student Theme 1 2023-07-12 Page: Simplified Cone Embeddings with Symbolic Operators for Complex Logical Queries poster presentation — Chau Nguyen PhD Student Theme 1 2023-09-05 Page: Cylinder Embeddings for Multi-hop Reasoning over Knowledge Graphs — Chau Nguyen PhD Student Theme 1 2023-06-02 Page: An alternative approach to conventional methods of belt wear modelling and forecasting — Ryan Leadbetter PhD Student Theme 2 2022-05-06 Page: QUARRY: A Graph Model for Queryable Association Rules — Dr Michael Stewart Research Fellow Theme 1 2022-10-07 Page: Reasoning about technical language for incomplete knowledge graphs using query embedding — Chau Nguyen PhD Student Theme 1 2022-04-08 Page: Decision Support for Prognostics of Complex Systems: A Practical Approach Using Bayesian Networks — Ryan Leadbetter PhD Student Theme 2 2020-10-09 Page: Exploiting Domain Knowledge for Neural Technical Language Processing. — Ziyu Zhao PhD Student Theme 1 2020-04-24 Page: Integrating Domain Knowledge into Neural Technical Language Processing — Ziyu Zhao PhD Student Theme 1 2020-09-25 Page: Unlocking knowledge in Maintenance Workorders — Dr Michael Stewart Research Fellow Theme 1 2020-09-11 Page: A pattern-based natural language interface for knowledge graph querying — Ziyu Zhao PhD Student Theme 1 2021-09-09 Page: An Introduction to Time Series Analysis with Reservoir Computing — Braden Thorne PhD Student Theme 2 2021-09-10 Page: Reservoir Computing Approaches to Parameter Extraction with Applications — Braden Thorne PhD Student Theme 2 2021-06-11 Page: Optimisation model for sixteen-week Maintenance Planning in Alcoa — Dr Hoa Bui Research Fellow Theme 3 2021-02-12 Page: Estimating the remaining useful life of process piping using Bayesian methods — Gabriel Jesus Gonzalez PhD Student Theme 2 2021-08-27 Page: Maintenance Optimisation for Network Connected Assets — Sandy Spiers PhD Student Theme 3 2021-08-27 Page: Optimal Maintenance Scheduling via Mathematical Programming — Yingying Yang PhD Student Theme 3 2021-02-12 Page: Advances in Time Series Analysis With Reservoir Computing — Braden Thorne PhD Student Theme 2 2023-08-22 Page: The Benefits of Reservoir Computing Embedding for Recurrence Analysis — Braden Thorne PhD Student Theme 2 2023-08-28 Page: Sequential Order Statistics for Non-identical Component Lifetimes — Tim Pesch PhD Student Theme 2 2021-10-26 Page: Estimation with Extended Single Order Statistics — Tim Pesch PhD Student Theme 2 2023-05-09 Page: EACL 2023 - CylE: Cylinder Embeddings for Multi-hop Reasoning over Knowledge Graphs — Chau Nguyen PhD Student Theme 1 2023-05-04 Page: Understanding the Difficulties of Optimisation — Sandy Spiers PhD Student Theme 3 2023-10-20 Page: Unlocking knowledge in Maintenance Work Orders with Echidna and Redcoat — Dr Michael Stewart Research Fellow Theme 1 2021-04-13 Page: WMC Presentation - Get the most out of condition monitoring data: Improving conveyor belt wear forecasts to make better maintenance decisions — Ryan Leadbetter PhD Student Theme 2 2023-06-27 Page: DARE presentation - Conveyor Belt Wear Forecasting through a Bayesian Hierarchical Modeling Framework using Functional Data Analysis and Gamma Processes by Ryan Leadbetter — Ryan Leadbetter PhD Student Theme 2 2023-02-21 Page: WOMBAT 2023 - Cutting Plane Methods are Exact for Euclidean Max-Sum Problems — Sandy Spiers PhD Student Theme 3 2023-12-11 Page: WOMBAT 2023 - Parallel Machine Scheduling Problem with Flexible Resources and Shift Consideration — Ponpot Jartnillaphand PhD Student Theme 3 2023-12-13 Page: Long-term Integrated Maintenance Scheduling Optimisation — Yingying Yang PhD Student Theme 3 2023-11-17 Page: Large Language Models for Failure Mode Classification: An Investigation — Dr Michael Stewart Research Fellow Theme 1 2023-11-17 Page: Risk-Based Maintenance Scheduling Optimisation — Srimali Gunasekara PhD Student Theme 3 2023-06-16 Page: An exact cutting plane algorithm for the Euclidean Max-Sum Diversity Problem — Sandy Spiers PhD Student Theme 3 2024-02-16 Page: IOF Maintenance Working Group tutorial — Prof Melinda Hodkiewicz Chief Investigator Theme 1 2024-02-07 Page: Failure Project presentation — Prof Melinda Hodkiewicz Chief Investigator Theme 1 2024-02-08
