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Created by Admin on Apr 20, 2021

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Prof Melinda Hodkiewicz

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Prof Melinda Hodkiewicz

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Projects

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Publications

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Embedding data science innovations in organizations: a new workflow approach —

Dr Keyao Li

Authors: Li, K., Griffin, M.A., Barker, T., Prickett, Z., Hodkiewicz, M.R., Kozman, J., and Chirgwin, P.

2023-11-03
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A Whole-of-Organisation Approach for Reliability Analytics —

Book Chapter

Prof Melinda Hodkiewicz

Authors: Melinda Hodkiewicz, Tyler Bikaun, Michael Stewart

2023-02-16
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RelOps-A Whole-of-Organisation Approach for Reliability Analytics —

Book Chapter
Prof Melinda Hodkiewicz
Authors: Melinda Hodkiewicz, Tyler Bikaun, Michael Stewart

2023-02-16
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Using Context-Free Grammar to Generate Synthetic Technical Short Texts —

Conference Publishing

Tyler Bikaun

Authors: Tyler Bikaun, Michael Stewart, Melinda Hodkiewicz

2022-12-03
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MWO2KG and Echidna: Constructing and exploring knowledge graphs from maintenance data —

Journal Article

Dr Michael Stewart

Authors: Stewart M, Hodkiewicz M, Liu W, French T

2022-11-05
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Informative Bayesian Survival Analysis to Handle Heavy Censoring in Lifetime Data —

Conference Publishing

Ryan Leadbetter

Authors: Ryan Leadbetter; Aloke Phatak; Adriano Polpo; Melinda Hodkiewicz

2021-12-15
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Automatic semantic knowledge extraction from electronic forms —

Journal Article

A/Prof Timothy French

Authors: Haolin Wu, Tim French, Wei Liu, Melinda Hodkiewicz

2022-05-23
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Managing streamed sensor data for mobile equipment prognostics. —

Journal Article

Dr Debora Correa

Authors: Griffiths, T., Corrêa, D., Hodkiewicz, M., & Polpo, A. (2022). Managing streamed sensor data for mobile equipment prognostics. Data-Centric Engineering, 3, E11. doi:10.1017/dce.2022.4

2022-04-07
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Data-Driven Approach for Labelling Process Plant Event Data —

Journal Article

Dr Debora Correa

Authors: Débora Corrêa, Adriano Polpo, Michael Small, Shreyas Srikanth, Kylie Hollins, Melinda Hodkiewicz

2022-01-24
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Semi-automated Estimation of Reliability Measures from MaintenanceWork Order Records —

Conference Publishing

Tyler Bikaun

Authors: Bikaun, T., & Hodkiewicz, M.

2021-06-21
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Detecting Asset Cascading Failures Using Complex Network Analysis —

Journal Article

Dr Ayham Zaitouny

Authors: Jaymin Moffatt; Ayham Zaitouny; Melinda Hodkiewicz; Michael Small

2021-08-27
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Rethinking maintenance terminology for an industry 4.0 future —

Journal Article

Prof Melinda Hodkiewicz

Authors: Melinda Hodkiewicz, Sarah Lukens, Michael P. Brundage, Thurston Sexton

2021-03-21
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Using job characteristics to inform interface design for industrial maintenance procedures —

Conference Publishing

Prof Mark Griffin

Authors: Woods, C., Griffin, M. A., French, T., & Hodkiewicz, M. (2021)

2021-05-06
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Parameter extraction with reservoir computing: Nonlinear time series analysis and application to industrial maintenance —

Journal Article

Braden Thorne

Authors: Thorne, B., Jüngling, T., Small, M., & Hodkiewicz, M. (2021).

2021-03-01
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An ontology for reasoning over engineering textual data stored inFMEA spreadsheet tables —

Journal Article

Prof Melinda Hodkiewicz

Authors: Melinda Hodkiewicza,∗, Johan W. Klüwerb, Caitlin Woodsc, Thomas Smokerc, Emily Low

2021-05-27
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Variable Selection for Conveyor-Belt Mean Wear Rate Prediction —

Journal Article

Prof Melinda Hodkiewicz

Authors: Joanna Z Sikorska*, Callum Webb, Nazim Khan and Melinda Hodkiewicz

2021-02-26
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Pipeline for machine reading of unstructured maintenance work order records —

Conference Publishing

A/Prof Wei Liu

Authors: Yiyang Gao, Caitlin Woods, Tim French, Melinda Hodkiewicz

2020-11-01
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Interpretable Survival Models for Predictive Maintenance —

Conference Publishing

A/Prof Adriano Polpo

Authors: Paul Castle, Janet Ham, Melinda Hodkiewicz, Adriano Polpo

2020-11-01
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Template Libraries for Industrial Asset Maintenance: A methodology for scalable and maintainable ontologies —

Conference Publishing

Prof Melinda Hodkiewicz

Authors: Lupp, D.L., Hodkiewicz, M., and Skjæveland, M.G.

2020-11-02
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DRAT: Data risk assessment Tool for University-Industry collaborations —

Journal Article

Prof Melinda Hodkiewicz

Authors: Sikorska, J., Bradley, S., Hodkiewicz, M. and Fraser, R.

2020-12-11
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Technical Language Processing: Unlocking Maintenance Knowledge —

Journal Article

Prof Melinda Hodkiewicz

Authors: Michael P. Brundage, Thurston Sexton, Melinda Hodkiewicz, Alden Dima, Sarah Lukens

2020-12-11
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Maintenance in an Industry 4.0 and COVID world - the case for Remote Operations —

Conference Publishing

Prof Melinda Hodkiewicz

Authors: None

2020-11-01
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Sensing system for low cost condition monitoring of remote assets —

Conference Publishing

Prof Melinda Hodkiewicz

Authors: Aiden J.Ziegelaar, Ben C.Travaglione, Melinda R.Hodkiewicz

2020-12-18
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Digitalization and reasoning over engineering textual data stored in spreadsheet tables —

Conference Publishing

Prof Melinda Hodkiewicz

Authors: Melinda Hodkiewicz, Johan W. Klüwer, Caitlin Woods, Thomas Smoker, Tim French

2020-12-18
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Data-driven reliability analysis of Boeing 787 Dreamliner - ScienceDirect —

Journal Article

Prof Melinda Hodkiewicz

Authors: G Pandian, M Pecht, E Zio, M Hodkiewicz

2020-03-12
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Framework for Validation of Permanently Installed MEMS-Based Acquisition Devices Using Soft Sensor Models —

Journal Article

Prof Melinda Hodkiewicz

Authors: A Bartels, E Cripps, A Keating, I Milne, B Travaglione, M Hodkiewicz

2020-07-28
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Developing and evaluating predictive conveyor belt wear models —

Journal Article

Prof Melinda Hodkiewicz

Authors: Callum Webb, Joanna Sikorska, Ramzan Nazim Khan, Melinda Hodkiewicz

2020-06-18

Presentations

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Failure project briefing Oslo —

Prof Melinda Hodkiewicz

Chief Investigator

Theme 1

2024-02-27
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Industrial Data Extraction and Use - SIEMENS Technology —

Prof Melinda Hodkiewicz

Chief Investigator

Theme 1

2024-02-21
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Semantic Arts in US - Industrial Data Extraction and Use —

Prof Melinda Hodkiewicz

Chief Investigator

Theme 1

2024-02-09
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Failure Project presentation —

Prof Melinda Hodkiewicz

Chief Investigator

Theme 1

2024-02-08
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IOF Maintenance Working Group tutorial —

Prof Melinda Hodkiewicz

Chief Investigator

Theme 1

2024-02-07
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Industrial data and the resurrection of ontologies —

Prof Melinda Hodkiewicz

Chief Investigator

Theme 1

2023-07-21
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NLP meets ontologies for industrial knowledge graphs on maintenance texts —

Prof Melinda Hodkiewicz

Chief Investigator

Theme 1

2023-04-21
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Industrial Knowledge Graphs for Maintenance applications —

Prof Melinda Hodkiewicz

Chief Investigator

Theme 1

2023-03-01
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Ontologies meet NLP - with a spare parts perspective —

Prof Melinda Hodkiewicz

Chief Investigator

Theme 1

2023-02-07
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Ontologies meet NLP NLP-with a spare parts perspective —

Prof Melinda Hodkiewicz

Chief Investigator

Theme 1

2023-01-30
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Ontologies meet NLP —

Prof Melinda Hodkiewicz

Chief Investigator

Theme 1

2022-11-10
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Common definitions for mining technology —

Prof Melinda Hodkiewicz

Chief Investigator

Theme 1

2022-10-26
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Building a Data Fit Organisation —

Prof Melinda Hodkiewicz

Chief Investigator

Theme 1

2022-09-07
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AI On Maintenance Data - Challenges To Value Delivery. —

Prof Melinda Hodkiewicz

Chief Investigator

Theme 1

2021-12-12
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ICMIAM AI on maintenance data -challenges to value delivery —

Prof Melinda Hodkiewicz

Chief Investigator

Theme 1

2021-12-15
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Modular ontologies for maintenance texts —

Prof Melinda Hodkiewicz

Chief Investigator

Theme 1

2021-11-04
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AI on maintenance data - challenges to value delivery —

Prof Melinda Hodkiewicz

Chief Investigator

Theme 1

2023-02-14
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Improving how engineers communicate - with computers —

Prof Melinda Hodkiewicz

Chief Investigator

Theme 1

2021-10-26
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The Ghost in the Machine - Are we heading for a Predictive Analytics driven disaster? —

Prof Melinda Hodkiewicz

Chief Investigator

Theme 1

2021-05-12
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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
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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
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APOS Workshop Data Automation —

Prof Melinda Hodkiewicz

Chief Investigator

Theme 1

2020-06-16
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ISWC 2019 —

Prof Melinda Hodkiewicz

Chief Investigator

Theme 1

2019-10-26
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WA Mining Conference —

Prof Melinda Hodkiewicz

Chief Investigator

Theme 1

2019-10-15
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Future of Mining conference Sydney —

Prof Melinda Hodkiewicz

Chief Investigator

Theme 1

2019-03-25
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Mini-symposium Ontologies for Infra and Building Sector16th April 2019, Delft —

Prof Melinda Hodkiewicz

Chief Investigator

Theme 1

2019-04-16
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Breakfast seminar - Sirius Centre and Energy Valley in Oslo —

Prof Melinda Hodkiewicz

Chief Investigator

Theme 1

2019-06-24
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TBA —

Prof Melinda Hodkiewicz

Chief Investigator

Theme 1

2019-06-19

Awards and Prizes

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Fellow of the Australian Academy of Technological Sciences and Engineering

Demos

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