Melinda R. Hodkiewicz

According to our database, Melinda R. Hodkiewicz authored at least 34 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

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

Caitlin Woods, Matt Selway, Tyler Bikaun, Markus Stumptner, Melinda Hodkiewicz

Semantic Web, 2024

Iof-maint - Modular maintenance ontology.

Melinda Hodkiewicz, Caitlin Woods, Matt Selway, Markus Stumptner

CoRR, 2024

Semantic Quality Assurance of Industrial Maintenance Procedures.

Caitlin Woods, Melinda Hodkiewicz, Tim French

IEEE Access, 2024

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

Tyler K. Bikaun, Tim French, Michael Stewart, Wei Liu, Melinda Hodkiewicz

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023

Large Language Models for Failure Mode Classification: An Investigation.

Michael Stewart, Melinda Hodkiewicz, Sirui Li

CoRR, 2023

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

Jack Jorgensen, Melinda Hodkiewicz, Edward Cripps, Ghulam Mubashar Hassan

Comput. Ind., 2023

An ontology for maintenance procedure documentation.

Caitlin Woods, Tim French, Melinda Hodkiewicz, Tyler Bikaun

Appl. Ontology, 2023

Automated Verification of Measurement Precision for Internet-of-Things Equipment.

Mikkel H. Brynildsen, Maja Milicic Brandt, Johan W. Klüwer, Caitlin Woods, Melinda Hodkiewicz

Proceedings of the ISWC 2023 Posters, 2023

2022

Natural Language Query for Technical Knowledge Graph Navigation.

Ziyu Zhao, Michael Stewart, Wei Liu, Tim French, Melinda Hodkiewicz

Proceedings of the Data Mining - 20th Australasian Conference, AusDM 2022, Western Sydney, 2022

Using Context-Free Grammar to Generate Synthetic Technical Short Texts.

Tyler Bikaun, Michael Stewart, Melinda Hodkiewicz

Proceedings of the AI 2022: Advances in Artificial Intelligence, 2022

2021

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

Melinda Hodkiewicz, Johan W. Klüwer, Caitlin Woods, Thomas Smoker, Emily Low

Comput. Ind., 2021

Detecting Asset Cascading Failures Using Complex Network Analysis.

Jaymin Moffatt, Ayham A. Zaitouny, Melinda R. Hodkiewicz, Michael Small

IEEE Access, 2021

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

Caitlin Woods, Mark A. Griffin, Melinda Hodkiewicz, Tim French

Proceedings of the OzCHI '21: 33rd Australian Conference on Human-Computer Interaction, Melbourne, VI, Australia, 30 November 2021, 2021

On the Notion of Maintenance State for Industrial Assets.

Caitlin Woods, Matt Selway, Melinda Hodkiewicz, Farhad Ameri, Markus Stumptner, William Sobel

Proceedings of the Joint Ontology Workshops 2021 Episode VII: The Bolzano Summer of Knowledge co-located with the 12th International Conference on Formal Ontology in Information Systems (FOIS 2021), 2021

LexiClean: An annotation tool for rapid multi-task lexical normalisation.

Tyler Bikaun, Tim French, Melinda Hodkiewicz, Michael Stewart, Wei Liu

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, 2021

Using Job Characteristics to Inform Interface Design for Industrial Maintenance Procedures.

Caitlin Woods, Mark A. Griffin, Tim French, Melinda Hodkiewicz

Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

2020

Editorial: Data-Driven Cognitive Manufacturing - Applications in Predictive Maintenance and Zero Defect Manufacturing.

Dimitris Kiritsis, Óscar Lázaro, Melinda Hodkiewicz, Jay Lee, Jun Ni

Frontiers Comput. Sci., 2020

Template Libraries for Industrial Asset Maintenance: A Methodology for Scalable and Maintainable Ontologies.

Daniel P. Lupp, Melinda Hodkiewicz, Martin G. Skjæveland

Proceedings of the 12th International Workshop on Scalable Semantic Web Knowledge Base Systems co-located with 19th International Semantic Web Conference (ISWC 2020), 2020

Towards a Reference Ontology for Maintenance Work Management.

Melinda Hodkiewicz, Emily Low, Caitlin Woods

Proceedings of Interoperability for Enterprise Systems and Applications Workshops co-located with 10th International Conference on Interoperability for Enterprise Systems and Applications (I-ESA 2020), 2020

2019

ROMAIN: Towards a BFO compliant reference ontology for industrial maintenance.

Mohamed-Hedi Karray, Farhad Ameri, Melinda Hodkiewicz, Thierry Louge

Appl. Ontology, 2019

IEEE Access Special Section Editorial: Intelligent Systems for the Internet of Things.

Tie Qiu, Chun-Wei Tsai, Carlo Cecati, Joel J. P. C. Rodrigues, Priyanka Rawat, Houbing Song, Francesco Piccialli, Melinda Hodkiewicz

IEEE Access, 2019

Requirements for Adaptive User Interfaces for Industrial Maintenance Procedures: A discussion of context, requirements and research opportunities.

Caitlin Woods, Melinda Hodkiewicz, Tim French

Proceedings of the OZCHI'19: 31st Australian Conference on Human-Computer-Interaction, 2019

2018

Fault prediction and modelling in transport networks.

Ashleigh Ballantyne, Nicholas Lawrance, Michael Small, Melinda Hodkiewicz, David Burton

Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

2017

Characterizing the Performance of LED Reflective Distance Sensors.

Sahil Khubchandani, Melinda R. Hodkiewicz, Adrian Keating

IEEE Access, 2017

Applying cognitive computing to maintainer-collected data.

Thomas M. Smoker, Tim French, Wei Liu, Melinda R. Hodkiewicz

Proceedings of the 2nd International Conference on System Reliability and Safety, 2017

2016

A fusion prognostics-based qualification test methodology for microelectronic products.

Michael G. Pecht, Tadahiro Shibutani, Myeongsu Kang, Melinda Hodkiewicz, Edward Cripps

Microelectron. Reliab., 2016

IoT-Based Prognostics and Systems Health Management for Industrial Applications.

Daeil Kwon, Melinda R. Hodkiewicz, Jiajie Fan, Tadahiro Shibutani, Michael G. Pecht

IEEE Access, 2016

A Sequential <i>k</i>-Nearest Neighbor Classification Approach for Data-Driven Fault Diagnosis Using Distance- and Density-Based Affinity Measures.

Myeongsu Kang, Gopala Krishnan Ramaswami, Melinda Hodkiewicz, Edward Cripps, Jong-Myon Kim, Michael G. Pecht

Proceedings of the Data Mining and Big Data, First International Conference, 2016

2015

A vibration cavitation sensitivity parameter based on spectral and statistical methods.

Kristoffer K. McKee, Gareth L. Forbes, Ilyas Mazhar, Rodney Entwistle, Melinda Hodkiewicz, Ian M. Howard

Expert Syst. Appl., 2015

2014

A cost-benefit analysis of electric loaders to reduce diesel emissions in underground hard rock mines.

William Jacobs, Melinda R. Hodkiewicz, Thomas Bräunl

Proceedings of the 2014 IEEE Industry Application Society Annual Meeting, 2014

2013

Are managerial pressure, technological control and intrinsic motivation effective in improving data quality?

Roger Molina, Kerrie Unsworth, Melinda Hodkiewicz, Elisa Adriasola

Reliab. Eng. Syst. Saf., 2013

2012

Estimating Mean Residual Life for a Case Study of Rail Wagon Bearings.

Alireza Ghasemi, Melinda R. Hodkiewicz

IEEE Trans. Reliab., 2012

2011

Goal hierarchy: Improving asset data quality by improving motivation.

Kerrie Unsworth, Elisa Adriasola, Amber Johnston-Billings, Alina Dmitrieva, Melinda Hodkiewicz

Reliab. Eng. Syst. Saf., 2011

Integrated Model for Optimizing Strategic Overhaul Planning of Distributed Pump Stations.

Rodrigo Pascual, Pablo A. Rey, Melinda Hodkiewicz, C. Cruz

J. Comput. Civ. Eng., 2011