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Melinda R. Hodkiewicz

Melinda Hodkiewicz

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2020 – today

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2024
[j17]
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Caitlin Woods, Melinda Hodkiewicz, Tim French:
Semantic Quality Assurance of Industrial Maintenance Procedures. IEEE Access 12: 122029-122046 (2024)
[j16]
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Caitlin Woods, Matt Selway, Tyler Bikaun, Markus Stumptner, Melinda Hodkiewicz:
An ontology for maintenance activities and its application to data quality. Semantic Web 15(2): 319-352 (2024)
[c15]
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Tyler K. Bikaun, Tim French, Michael Stewart, Wei Liu, Melinda Hodkiewicz:
MaintIE: A Fine-Grained Annotation Schema and Benchmark for Information Extraction from Maintenance Short Texts. LREC/COLING 2024: 10939-10951
[i2]
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  - journals/corr/abs-2404-05224
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Melinda Hodkiewicz, Caitlin Woods, Matt Selway, Markus Stumptner:
Iof-maint - Modular maintenance ontology. CoRR abs/2404.05224 (2024)
2023
[j15]
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  - journals/ao/WoodsFHB23
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Caitlin Woods, Tim French, Melinda Hodkiewicz, Tyler Bikaun:
An ontology for maintenance procedure documentation. Appl. Ontology 18(2): 169-206 (2023)
[j14]
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  - journals/cii/JorgensenHCH23
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Jack Jorgensen, Melinda Hodkiewicz, Edward Cripps, Ghulam Mubashar Hassan:
Requirements for the application of the Digital Twin Paradigm to offshore wind turbine structures for uncertain fatigue analysis. Comput. Ind. 145: 103806 (2023)
[c14]
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Mikkel H. Brynildsen, Maja Milicic Brandt, Johan W. Klüwer, Caitlin Woods, Melinda Hodkiewicz:
Automated Verification of Measurement Precision for Internet-of-Things Equipment. ISWC (Posters/Demos/Industry) 2023
[i1]
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  - journals/corr/abs-2309-08181
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Michael Stewart, Melinda Hodkiewicz, Sirui Li:
Large Language Models for Failure Mode Classification: An Investigation. CoRR abs/2309.08181 (2023)
2022
[c13]
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  - conf/ausai/BikaunSH22
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Tyler Bikaun, Michael Stewart, Melinda Hodkiewicz:
Using Context-Free Grammar to Generate Synthetic Technical Short Texts. AI 2022: 325-338
[c12]
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  - conf/ausdm/ZhaoSL0H22
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Ziyu Zhao, Michael Stewart, Wei Liu, Tim French, Melinda Hodkiewicz:
Natural Language Query for Technical Knowledge Graph Navigation. AusDM 2022: 176-191
2021
[j13]
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  - journals/access/MoffattZHS21
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Jaymin Moffatt, Ayham A. Zaitouny, Melinda R. Hodkiewicz, Michael Small:
Detecting Asset Cascading Failures Using Complex Network Analysis. IEEE Access 9: 120624-120637 (2021)
[j12]
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Melinda Hodkiewicz, Johan W. Klüwer, Caitlin Woods, Thomas Smoker, Emily Low:
An ontology for reasoning over engineering textual data stored in FMEA spreadsheet tables. Comput. Ind. 131: 103496 (2021)
[c11]
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  - conf/chi/WoodsG0H21
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Caitlin Woods, Mark A. Griffin, Tim French, Melinda Hodkiewicz:
Using Job Characteristics to Inform Interface Design for Industrial Maintenance Procedures. CHI 2021: 180:1-180:10
[c10]
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  - conf/emnlp/Bikaun0HS021
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Tyler Bikaun, Tim French, Melinda Hodkiewicz, Michael Stewart, Wei Liu:
LexiClean: An annotation tool for rapid multi-task lexical normalisation. EMNLP (Demos) 2021: 212-219
[c9]
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  - conf/jowo/WoodsSHASS21
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Caitlin Woods, Matt Selway, Melinda Hodkiewicz, Farhad Ameri, Markus Stumptner, William Sobel:
On the Notion of Maintenance State for Industrial Assets. JOWO 2021
[c8]
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  - conf/ozchi/WoodsGH021
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Caitlin Woods, Mark A. Griffin, Melinda Hodkiewicz, Tim French:
Digitisation of maintenance work management - a work design perspective: Lessons Learned in an Industry Study. OZCHI 2021: 159-164
2020
[j11]
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  - journals/fcomp/KiritsisLHLN20
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Dimitris Kiritsis, Óscar Lázaro, Melinda Hodkiewicz, Jay Lee, Jun Ni:
Editorial: Data-Driven Cognitive Manufacturing - Applications in Predictive Maintenance and Zero Defect Manufacturing. Frontiers Comput. Sci. 2: 633850 (2020)
[c7]
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  - conf/iesa/HodkiewiczLW20
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Melinda Hodkiewicz, Emily Low, Caitlin Woods:
Towards a Reference Ontology for Maintenance Work Management. I-ESA Workshops 2020
[c6]
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  - conf/semweb/LuppHS20
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Daniel P. Lupp, Melinda Hodkiewicz, Martin G. Skjæveland:
Template Libraries for Industrial Asset Maintenance: A Methodology for Scalable and Maintainable Ontologies. SSWS@ISWC 2020: 49-64

2010 – 2019

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2019
[j10]
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  - journals/access/QiuTCRRSPH19
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Tie Qiu, Chun-Wei Tsai, Carlo Cecati, Joel J. P. C. Rodrigues, Priyanka Rawat, Houbing Song, Francesco Piccialli, Melinda Hodkiewicz:
IEEE Access Special Section Editorial: Intelligent Systems for the Internet of Things. IEEE Access 7: 146342-146347 (2019)
[j9]
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  - journals/ao/KarrayAHL19
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Mohamed-Hedi Karray, Farhad Ameri, Melinda Hodkiewicz, Thierry Louge:
ROMAIN: Towards a BFO compliant reference ontology for industrial maintenance. Appl. Ontology 14(2): 155-177 (2019)
[c5]
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Caitlin Woods, Melinda Hodkiewicz, Tim French:
Requirements for Adaptive User Interfaces for Industrial Maintenance Procedures: A discussion of context, requirements and research opportunities. OZCHI 2019: 322-326
2018
[c4]
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  - conf/iscas/BallantyneLSHB18
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Ashleigh Ballantyne, Nicholas Lawrance, Michael Small, Melinda Hodkiewicz, David Burton:
Fault prediction and modelling in transport networks. ISCAS 2018: 1-5
2017
[j8]
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  - journals/access/KhubchandaniHK17
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Sahil Khubchandani, Melinda R. Hodkiewicz, Adrian Keating:
Characterizing the Performance of LED Reflective Distance Sensors. IEEE Access 5: 14289-14297 (2017)
[c3]
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  - conf/icsrs/Smoker00H17
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Thomas M. Smoker, Tim French, Wei Liu, Melinda R. Hodkiewicz:
Applying cognitive computing to maintainer-collected data. ICSRS 2017: 543-551
2016
[j7]
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  - journals/access/KwonHFSP16
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Daeil Kwon, Melinda R. Hodkiewicz, Jiajie Fan, Tadahiro Shibutani, Michael G. Pecht:
IoT-Based Prognostics and Systems Health Management for Industrial Applications. IEEE Access 4: 3659-3670 (2016)
[j6]
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  - journals/mr/PechtSKHC16
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Michael G. Pecht, Tadahiro Shibutani, Myeongsu Kang, Melinda Hodkiewicz, Edward Cripps:
A fusion prognostics-based qualification test methodology for microelectronic products. Microelectron. Reliab. 63: 320-324 (2016)
[c2]
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  - conf/dmbd/KangRHCKP16
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Myeongsu Kang, Gopala Krishnan Ramaswami, Melinda Hodkiewicz, Edward Cripps, Jong-Myon Kim, Michael G. Pecht:
A Sequential k-Nearest Neighbor Classification Approach for Data-Driven Fault Diagnosis Using Distance- and Density-Based Affinity Measures. DMBD 2016: 253-261
2015
[j5]
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  - journals/eswa/McKeeFMEHH15
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Kristoffer K. McKee, Gareth L. Forbes, Ilyas Mazhar, Rodney Entwistle, Melinda Hodkiewicz, Ian M. Howard:
A vibration cavitation sensitivity parameter based on spectral and statistical methods. Expert Syst. Appl. 42(1): 67-78 (2015)
2014
[c1]
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  - conf/iasam/JacobsHB14
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William Jacobs, Melinda R. Hodkiewicz, Thomas Bräunl:
A cost-benefit analysis of electric loaders to reduce diesel emissions in underground hard rock mines. IAS 2014: 1-10
2013
[j4]
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  - journals/ress/MolinaUHA13
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Roger Molina, Kerrie Unsworth, Melinda Hodkiewicz, Elisa Adriasola:
Are managerial pressure, technological control and intrinsic motivation effective in improving data quality? Reliab. Eng. Syst. Saf. 119: 26-34 (2013)
2012
[j3]
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  - journals/tr/GhasemiH12
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Alireza Ghasemi, Melinda R. Hodkiewicz:
Estimating Mean Residual Life for a Case Study of Rail Wagon Bearings. IEEE Trans. Reliab. 61(3): 719-730 (2012)
2011
[j2]
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  - journals/jccee/PascualRHC11
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Rodrigo Pascual, Pablo A. Rey, Melinda Hodkiewicz, C. Cruz:
Integrated Model for Optimizing Strategic Overhaul Planning of Distributed Pump Stations. J. Comput. Civ. Eng. 25(4): 275-282 (2011)
[j1]
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  - journals/ress/UnsworthAJDH11
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Kerrie Unsworth, Elisa Adriasola, Amber Johnston-Billings, Alina Dmitrieva, Melinda Hodkiewicz:
Goal hierarchy: Improving asset data quality by improving motivation. Reliab. Eng. Syst. Saf. 96(11): 1474-1481 (2011)

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