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Scopus Author ID: 7801541646
Scopus Author ID: 7801541646
Loop profile: 765240

Keywords

maintenance, safety

Countries

Australia

Activities

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Employment (1)

The University of Western Australia: Perth, AU

Employment
Source: check_circle
University of Western Australia

Education and qualifications (2)

The University of Western Australia: Perth, AU

Education
Source: check_circle
University of Western Australia

University of Oxford: Oxford, Oxfordshire, GB

1981-09-01 to 1985-06-01 | BA(Hons) (Metallurgy and Science of Materials)
Education
Source: Self-asserted source
Melinda Hodkiewicz

Professional activities (1)

Alan Turing Institute: London, UK, GB

2018-06-04 to 2019-02-15 | Visiting Fellow (Data-centric Engineering)
Invited position
Source: Self-asserted source
Melinda Hodkiewicz

Works (50 of 126)

Items per page:
Page 1 of 3

Industrial Ontology Foundry (IOF) Maintenance Reference Ontology

2024 | Website
DOI: 10.26182/chzp-vs60
SOURCE-WORK-ID:

f061902e-f4b7-4bf9-8ff8-db651db63639
Contributors: Melinda Hodkiewicz; Caitlin Woods; Matt Selway; Markus Stumptner
Source: check_circle
University of Western Australia

MaintIE: A Fine-Grained Annotation Schema and Benchmark for Information Extraction from Maintenance Short Texts.

2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, LREC-COLING 2024 - Main Conference Proceedings
2024 | Conference paper | Author
SOURCE-WORK-ID:

5c9213fd-9d9d-4c2a-863f-ede6baa16a88

EID:

2-s2.0-85195905149

Part of ISBN: 9782493814104
Contributors: Tyler Bikaun; Tim French; Michael Stewart; Wei Liu; Melinda Hodkiewicz
Source: check_circle
University of Western Australia

MaintNorm

W-NUT 2024 - 9th Workshop on Noisy and User-Generated Text, Proceedings of the Workshop
2024 | Conference paper | Author
SOURCE-WORK-ID:

d61e1e61-d475-4c12-94ee-30fffd02b3ca

EID:

2-s2.0-85190302041

Part of ISBN: 9798891760875
Contributors: Tyler Bikaun; Melinda Hodkiewicz; Wei Liu
Source: check_circle
University of Western Australia

Semantic Quality Assurance of Industrial Maintenance Procedures

IEEE Access
2024 | Journal article
DOI: 10.1109/ACCESS.2024.3441757
Contributors: Caitlin Woods; Melinda Hodkiewicz; Tim French
Source: check_circle
Crossref
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Assessing User Interface Design Features Using the Job Characteristics Model in Industrial Maintenance

International Journal of Human-Computer Interaction
2024-12-19 | Journal article | Author
DOI: 10.1080/10447318.2024.2430510
SOURCE-WORK-ID:

adc804a0-35ad-4d79-ab84-3121b0f34fb5

WOSUID:

001380171500001

EID:

2-s2.0-85206225038
Contributors: Caitlin Woods; Melinda Hodkiewicz; Tim French; Mark Griffin
Source: check_circle
University of Western Australia

Characterising Heavy Mineral Concentrate Grain Morphology and Mineralogy with Computer Vision

2024-11-27 | Conference paper
DOI: 10.1109/DICTA63115.2024.00022
Contributors: Melvin Hartley; Nigel Brand; Christabel Brand; Melinda Hodkiewicz
Source: check_circle
Crossref

Automatic semantic knowledge extraction from electronic forms

Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability
2024-10 | Journal article
DOI: 10.1177/1748006X221098272
Contributors: Haolin Wu; Tim French; Wei Liu; Melinda Hodkiewicz
Source: check_circle
Crossref
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Preferred source (of 2)‎

Causal knowledge extraction from long text maintenance documents

Computers in Industry
2024-10 | Journal article
DOI: 10.1016/j.compind.2024.104110
Contributors: Brad Hershowitz; Melinda Hodkiewicz; Tyler Bikaun; Michael Stewart; Wei Liu
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

MWO2KG and Echidna: Constructing and exploring knowledge graphs from maintenance data

Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability
2024-10 | Journal article
DOI: 10.1177/1748006X221131128
Contributors: Michael Stewart; Melinda Hodkiewicz; Wei Liu; Tim French
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

An open-source analysis workflow for geometrically imperfect bolted ring-flanges in wind turbine support structures

Journal of Physics: Conference Series
2024-06-10 | Conference paper | Author
SOURCE-WORK-ID:

2251b403-cc52-4cb5-a26a-a6972e14175b

EID:

2-s2.0-85196375433

WOSUID:

001253275702060
Contributors: Jack Henry Jorgensen; Melinda Hodkiewicz; edward cripps; Ghulam Mubashar Hassan
Source: check_circle
University of Western Australia

An ontology for maintenance activities and its application to data quality.

Semantic Web
2024-04-30 | Journal article | Author
DOI: 10.3233/SW-233299
SOURCE-WORK-ID:

1b71c1ad-674b-409d-83dd-7b6ca5571773

EID:

2-s2.0-85193570035

WOSUID:

001212197500004
Contributors: Caitlin Woods; Matt Selway; Tyler Bikaun; Markus Stumptner; Melinda Hodkiewicz
Source: check_circle
University of Western Australia

OpenBoltRF

2024-01-31 | Software | Author
DOI: 10.5281/ZENODO.8287222
SOURCE-WORK-ID:

a11624a4-3c56-466d-9439-b44a121681e8
Contributors: Jack Henry Jorgensen; Melinda Hodkiewicz; edward cripps; Ghulam Mubashar Hassan
Source: check_circle
University of Western Australia

Automated verification of measurement precision for internet-of-things equipment

Proceedings of the International Semantic Web Conference (ISWC)
2023 | Conference paper | Author
SOURCE-WORK-ID:

600b13ba-695a-40c2-b081-6ace760cff05

EID:

2-s2.0-85184381123
Contributors: Mikkel Haggren Brynildsen; Maja Miličić Brandt; Johan Wilhelm Klüwer; Caitlin Woods; Melinda Hodkiewicz
Source: check_circle
University of Western Australia

Embedding data science innovations in organizations: a new workflow approach

Data-Centric Engineering
2023 | Journal article
DOI: 10.1017/dce.2023.22
Contributors: Keyao Li; Mark A. Griffin; Tamryn Barker; Zane Prickett; Melinda R. Hodkiewicz; Jess Kozman; Peta Chirgwin
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

RelOps – A Whole-of-Organisation Approach for Reliability Analytics

16th WCEAM Proceedings, 2022
2023 | Conference paper | Author
DOI: 10.1007/978-3-031-25448-2_5
SOURCE-WORK-ID:

443e6f3f-8c74-4701-92d4-3e97275fad3f

EID:

2-s2.0-85151138043

Part of ISBN: 9783031254475
Contributors: Melinda Hodkiewicz; Tyler Bikaun; Michael Stewart
Source: check_circle
University of Western Australia

Understanding Technical Debt in Remote Operations Centers

Resourcing Tomorrow. Creating Value for Society
2023 | Conference paper | Author
SOURCE-WORK-ID:

fd013d58-04f0-40ba-b78e-a2c924a82087

Part of ISBN: 978-0-646-87565-1
Contributors: David Gould; Melinda Hodkiewicz; Tim French
Source: check_circle
University of Western Australia

An ontology for maintenance procedure documentation

Applied Ontology
2023-08-10 | Journal article | Author
DOI: 10.3233/AO-230279
SOURCE-WORK-ID:

18146ea9-3e41-4ede-8a29-005aab1eb803

EID:

2-s2.0-85169501913

WOSUID:

001054130100003
Contributors: Caitlin Woods; Tim French; Melinda Hodkiewicz; Tyler Bikaun
Source: check_circle
University of Western Australia

Requirements for the application of the Digital Twin Paradigm to offshore wind turbine structures for uncertain fatigue analysis

Computers in Industry
2023-02 | Journal article | Author
DOI: 10.1016/j.compind.2022.103806
SOURCE-WORK-ID:

ca3e7b2a-a84f-4a24-bfa6-82875c618928

WOSUID:

000901415100005

EID:

2-s2.0-85144626887
Contributors: Jack Henry Jorgensen; Melinda Hodkiewicz; edward cripps; Ghulam Mubashar Hassan
Source: check_circle
University of Western Australia

Data-driven approach for labelling process plant event data

International Journal of Prognostics and Health Management
2022 | Journal article | Author
DOI: 10.36001/ijphm.2022.v13i1.3045
SOURCE-WORK-ID:

e413651f-d532-4d62-8c89-cc69eab09923

EID:

2-s2.0-85125769074

WOSUID:

000809596200004
Contributors: Débora Corrêa; Adriano Polpo; Michael Small; Shreyas Srikanth; Kylie Hollins; Melinda Hodkiewicz
Source: check_circle
University of Western Australia

Managing streamed sensor data for mobile equipment prognostics

Data-Centric Engineering
2022 | Journal article
DOI: 10.1017/dce.2022.4
Contributors: Toby Griffiths; Débora Corrêa; Melinda Hodkiewicz; Adriano Polpo
Source: check_circle
Crossref
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Natural Language Query for Technical Knowledge Graph Navigation

Data Mining - 20th Australasian Conference, AusDM 2022, Proceedings
2022 | Conference paper | Author
DOI: 10.1007/978-981-19-8746-5_13
SOURCE-WORK-ID:

71f4a22e-b64d-4358-8436-6e94e0a0d8d4

EID:

2-s2.0-85145021808

WOSUID:

000982335600013

Part of ISBN: 9789811987465
Part of ISBN: 9789811987458
Contributors: Ziyu Zhao; Michael Stewart; Wei Liu; Tim French; Melinda Hodkiewicz
Source: check_circle
University of Western Australia

Using Context-Free Grammar to Generate Synthetic Technical Short Texts

2022 | Book chapter
DOI: 10.1007/978-3-031-22695-3_23
Contributors: Tyler Bikaun; Michael Stewart; Melinda Hodkiewicz
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Probabilistic Assessment of the Effect of Bolt Pre-Load Loss Over Time in Offshore Wind Turbine Bolted Ring-Flanges Using a Gaussian Process Surrogate Model

ASME 2022 41st International Conference on Ocean, Offshore and Arctic Engineering, Hamburg, Germany, 5/06/22
2022-06-05 | Conference paper | Author
DOI: 10.1115/omae2022-79265
SOURCE-WORK-ID:

34590de8-984e-4cf7-b956-8b12d256060d

EID:

2-s2.0-85140844189
Contributors: Melinda Hodkiewicz; edward cripps; Ghulam Mubashar Hassan
Source: check_circle
University of Western Australia
grade
Preferred source (of 2)‎

Detecting Asset Cascading Failures Using Complex Network Analysis

IEEE Access
2021 | Journal article | Author
DOI: 10.1109/ACCESS.2021.3108427
SOURCE-WORK-ID:

fa96af7a-c030-4c43-8aa1-641261d0fcae

EID:

2-s2.0-85113890338

WOSUID:

000695411800001
Contributors: Jaymin Moffatt; Ayham Zaitouny; Melinda Hodkiewicz; Michael Small
Source: check_circle
University of Western Australia
grade
Preferred source (of 2)‎

On the notion of maintenance state for industrial assets

CEUR Workshop Proceedings
2021 | Journal article | Author
SOURCE-WORK-ID:

2690e4f3-db01-43a5-8fb9-94e9c2a356a5

EID:

2-s2.0-85117060129
Contributors: Caitlin Woods; Matt Selway; Melinda Hodkiewicz; Farhad Ameri; Markus Stumptner; William Sobel
Source: check_circle
University of Western Australia

Informative Bayesian Survival Analysis to Handle Heavy Censoring in Lifetime Data

2021 International Conference on Maintenance and Intelligent Asset Management (ICMIAM), Ballarat, Australia, 12/12/21
2021-12-12 | Conference paper | Author
DOI: 10.1109/ICMIAM54662.2021.9715184
SOURCE-WORK-ID:

158e2954-9dcd-487b-a73c-010ebbab276b

EID:

2-s2.0-85126778749

WOSUID:

000800216700004
Contributors: Ryan Leadbetter; Aloke Phatak; Adriano Polpo; Melinda Hodkiewicz
Source: check_circle
University of Western Australia

LexiClean

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing
2021-11 | Conference paper | Author
SOURCE-WORK-ID:

faa5e6fd-c657-4fcb-b9e6-c9b0e891c90e

Part of ISBN: 978-1-955917-11-7
Contributors: Tyler Bikaun; Tim French; Melinda Hodkiewicz; Michael Stewart; Wei Liu
Source: check_circle
University of Western Australia

Digitisation of maintenance work management - a work design perspective: Lessons Learned in an Industry Study.

OzCHI '21: Proceedings of the 33rd Australian Conference on Human-Computer Interaction
2021-11-30 | Conference paper | Author
DOI: 10.1145/3520495.3520526
SOURCE-WORK-ID:

f4fb79cf-6563-449d-9fea-614b9ecab2cb

EID:

2-s2.0-85139160987

Part of ISBN: 9781450395984
Contributors: Caitlin Woods; Mark A. Griffin; Melinda Hodkiewicz; Tim French
Source: check_circle
University of Western Australia

An ontology for reasoning over engineering textual data stored in FMEA spreadsheet tables

Computers in Industry
2021-10 | Journal article
DOI: 10.1016/j.compind.2021.103496
Contributors: Melinda Hodkiewicz; Johan W. Klüwer; Caitlin Woods; Thomas Smoker; Emily Low
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Adapting natural language processing for technical text

Applied AI Letters
2021-09 | Journal article
DOI: 10.1002/ail2.33
Contributors: Alden Dima; Sarah Lukens; Melinda Hodkiewicz; Thurston Sexton; Michael P. Brundage
Source: check_circle
Crossref

Semi-automated Estimation of Reliability Measures from MaintenanceWork Order Records

PHM Society European Conference
2021-06-29 | Journal article
DOI: 10.36001/phme.2021.v6i1.2950
Contributors: Tyler Bikaun; Melinda Hodkiewicz
Source: check_circle
Crossref

Predicting Bolt Stress Under Uncertainty in Offshore Wind Turbine Structural Connections Using a Gaussian Process Surrogate Model

Proceedings of the Thirty-First International Ocean and Polar Engineering Conference
2021-06-20 | Conference paper | Author
SOURCE-WORK-ID:

52b3a98f-97fb-4e72-9ea9-95f01f925feb

EID:

2-s2.0-85115010233

Part of ISBN: 978-1-880653-82-1
Contributors: Jack Henry Jorgensen; Melinda Hodkiewicz; edward cripps; Ghulam Mubashar Hassan
Source: check_circle
University of Western Australia

Using job characteristics to inform interface design for industrial maintenance procedures

CHI 2021 - Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems
2021-05-06 | Conference paper | Author
DOI: 10.1145/3411764.3445053
SOURCE-WORK-ID:

4bceeac1-8924-4b4c-a3ec-e6ecb4052cbb

EID:

2-s2.0-85106715559

WOSUID:

000758168000015

Part of ISBN: 9781450380966
Contributors: Caitlin Woods; Mark A Griffin; Tim French; Melinda Hodkiewicz
Source: check_circle
University of Western Australia

Parameter extraction with reservoir computing: Nonlinear time series analysis and application to industrial maintenance

Chaos: An Interdisciplinary Journal of Nonlinear Science
2021-03 | Journal article
DOI: 10.1063/5.0039193
Contributors: Braden Thorne; Thomas Jüngling; Michael Small; Melinda Hodkiewicz
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Rethinking maintenance terminology for an industry 4.0 future

International Journal of Prognostics and Health Management
2021-03-21 | Journal article | Author
DOI: 10.36001/ijphm.2021.v12i1.2932
SOURCE-WORK-ID:

6ba34d07-2b86-44f9-9f72-3ce59c447182

EID:

2-s2.0-85101195666

WOSUID:

000639204900004
Contributors: Melinda Hodkiewicz; Sarah Lukens; Michael P. Brundage; Thurston Sexton
Source: check_circle
University of Western Australia

Editorial

Frontiers in Computer Science
2021-02-08 | Other | Author
DOI: 10.3389/fcomp.2020.633850
SOURCE-WORK-ID:

a8a7004f-c0b1-4b76-b3e6-352135c3f07c

EID:

2-s2.0-85117896524

WOSUID:

000705965100001
Contributors: Dimitris Kiritsis; Oscar Lazaro; Melinda Hodkiewicz; Jay Lee; Jun Ni
Source: check_circle
University of Western Australia

Variable selection for conveyor-belt mean wear rate prediction

Insights in Mining Science & Technology
2021-02-04 | Journal article | Author
DOI: 10.19080/IMST.2021.02.555594
SOURCE-WORK-ID:

c5af8cd6-a734-4646-8b02-d238e7803a5e
Contributors: R. Nazim Khan; Joanna Sikorska; Callum Webb; Melinda Hodkiewicz
Source: check_circle
University of Western Australia

Developing and evaluating predictive conveyor belt wear models

Data-Centric Engineering
2020 | Journal article
DOI: 10.1017/dce.2020.1
Contributors: Callum Webb; Joanna Sikorska; Ramzan Nazim Khan; Melinda Hodkiewicz
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Digitalization and reasoning over engineering textual data stored in spreadsheet tables

IFAC-PapersOnLine
2020 | Journal article | Author
DOI: 10.1016/j.ifacol.2020.11.039
SOURCE-WORK-ID:

889c234b-e116-4479-be8f-9cf31f1ea4c9

WOSUID:

000600770000041

EID:

2-s2.0-85105560166
Contributors: Melinda Hodkiewicz; Johan W. Kluwer; Caitlin Woods; Thomas Smoker; Tim French
Source: check_circle
University of Western Australia

DRAT: Data risk assessment tool for university–industry collaborations

Data-Centric Engineering
2020 | Journal article
DOI: 10.1017/dce.2020.13
Contributors: Joanna Sikorska; Sam Bradley; Melinda Hodkiewicz; Ryan Fraser
Source: check_circle
Crossref

Interpretable Survival Models for Predictive Maintenance

Proceedings of the 30th European Safety and Reliability Conference and 15th Probabilistic Safety Assessment and Management Conference (ESREL2020 PSAM15)
2020 | Conference paper | Author
SOURCE-WORK-ID:

80a84ec2-10bf-44d6-b91f-127ee595297f

Part of ISBN: 978-981-14-8593-0
Contributors: Paul Castle; Janet Ham; Melinda Hodkiewicz; Adriano Polpo
Source: check_circle
University of Western Australia

Sensing system for low cost condition monitoring of remote assets

IFAC-PapersOnLine
2020 | Journal article | Author
DOI: 10.1016/j.ifacol.2020.11.010
SOURCE-WORK-ID:

7d096ded-445b-4686-87f1-3019adb7b39c

WOSUID:

000600770000011

EID:

2-s2.0-85105564466
Contributors: Aiden J. Ziegelaar; Ben Travaglione; Melinda Hodkiewicz
Source: check_circle
University of Western Australia

Template libraries for industrial asset maintenance

CEUR Workshop Proceedings
2020 | Journal article | Author
SOURCE-WORK-ID:

50d38774-cbc4-4317-a756-ef1e29182a65

EID:

2-s2.0-85097544112
Contributors: Daniel P. Lupp; Melinda Hodkiewicz; Martin G. Skjæveland
Source: check_circle
University of Western Australia

Towards a Reference Ontology for Maintenance Work Management.

CEUR Workshop Proceedings
2020 | Conference paper | Author
SOURCE-WORK-ID:

216f3f3f-6d6f-427a-8a04-2462b24ee0c1

EID:

2-s2.0-85109610119
Contributors: Melinda Hodkiewicz; Emily Low; Caitlin Woods
Source: check_circle
University of Western Australia

Technical Language Processing: Unlocking Maintenance Knowledge

Manufacturing Letters
2020-12 | Journal article
DOI: 10.1016/j.mfglet.2020.11.001
Contributors: Michael P. Brundage; Thurston Sexton; Melinda Hodkiewicz; Alden Dima; Sarah Lukens
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Data-driven reliability analysis of Boeing 787 Dreamliner

Chinese Journal of Aeronautics
2020-07 | Journal article
DOI: 10.1016/j.cja.2020.02.003
Contributors: Guru PANDIAN; Michael PECHT; Enrico ZIO; Melinda HODKIEWICZ
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Framework for Validation of Permanently Installed MEMS-Based Acquisition Devices Using Soft Sensor Models

CivilEng
2020-07-28 | Journal article
DOI: 10.3390/civileng1020007
Contributors: Alain Bartels; Edward Cripps; Adrian Keating; Ian Milne; Ben Travaglione; Melinda Hodkiewicz
Source: check_circle
Crossref
grade
Preferred source (of 3)‎

Risk prioritisation for cultural and arts infrastructure

Asset Intelligence through Integration and Interoperability and Contemporary Vibration Engineering Technologies
2019 | Conference paper | Author
DOI: 10.1007/978-3-319-95711-1_48
SOURCE-WORK-ID:

10aeee58-a659-4ecb-9ac1-75c5866b2c2c

EID:

2-s2.0-85056643403

Part of ISBN: 978-3-319-95711-1
Part of ISBN: 978-3-319-95710-4
Contributors: Andrew Pham; Derren Foster; Christine Soo; Melinda Hodkiewicz
Source: check_circle
University of Western Australia

ROMAIN

Applied Ontology
2019 | Journal article | Author
DOI: 10.3233/AO-190208
SOURCE-WORK-ID:

dd6dc29e-4de9-437c-a92c-e2d39b3ba02a

WOSUID:

000466228500003

EID:

2-s2.0-85065017948
Contributors: Mohamed Hedi Karray; Farhad Ameri; Melinda Hodkiewicz; Thierry Louge
Source: check_circle
University of Western Australia

Requirements for adaptive user interfaces for industrial maintenance procedures

Proceedings of the 31st Australian Conference on Human-Computer-Interaction, OzCHI 2019
2019-12 | Conference paper | Author
DOI: 10.1145/3369457.3369487
SOURCE-WORK-ID:

5c80002b-ad6e-4f73-a740-5fad80e6fcda

EID:

2-s2.0-85078702975

WOSUID:

000555452200037

Part of ISBN: 9781450376969
Contributors: Caitlin Woods; Melinda Hodkiewicz; Tim French
Source: check_circle
University of Western Australia
Items per page:
Page 1 of 3

Peer review (11 reviews for 3 publications/grants)

Review activity for Computers in industry. (4)
Review activity for Journal of industrial information integration. (6)
Review activity for Process safety and environmental protection. (1)
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