Melinda R. Hodkiewicz

Orcid: 0000-0002-7336-3932

According to our database1, Melinda R. Hodkiewicz authored at least 30 papers between 2011 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Large Language Models for Failure Mode Classification: An Investigation.
CoRR, 2023

Requirements for the application of the Digital Twin Paradigm to offshore wind turbine structures for uncertain fatigue analysis.
Comput. Ind., 2023

An ontology for maintenance procedure documentation.
Appl. Ontology, 2023

Automated Verification of Measurement Precision for Internet-of-Things Equipment.
Proceedings of the ISWC 2023 Posters, 2023

2022
Natural Language Query for Technical Knowledge Graph Navigation.
Proceedings of the Data Mining - 20th Australasian Conference, AusDM 2022, Western Sydney, 2022

Using Context-Free Grammar to Generate Synthetic Technical Short Texts.
Proceedings of the AI 2022: Advances in Artificial Intelligence, 2022

2021
An ontology for reasoning over engineering textual data stored in FMEA spreadsheet tables.
Comput. Ind., 2021

Detecting Asset Cascading Failures Using Complex Network Analysis.
IEEE Access, 2021

Digitisation of maintenance work management - a work design perspective: Lessons Learned in an Industry Study.
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.
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.
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.
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.
Frontiers Comput. Sci., 2020

Template Libraries for Industrial Asset Maintenance: A Methodology for Scalable and Maintainable Ontologies.
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.
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.
Appl. Ontology, 2019

IEEE Access Special Section Editorial: Intelligent Systems for the Internet of Things.
IEEE Access, 2019

Requirements for Adaptive User Interfaces for Industrial Maintenance Procedures: A discussion of context, requirements and research opportunities.
Proceedings of the OZCHI'19: 31st Australian Conference on Human-Computer-Interaction, 2019

2018
Fault prediction and modelling in transport networks.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

2017
Characterizing the Performance of LED Reflective Distance Sensors.
IEEE Access, 2017

Applying cognitive computing to maintainer-collected data.
Proceedings of the 2nd International Conference on System Reliability and Safety, 2017

2016
A fusion prognostics-based qualification test methodology for microelectronic products.
Microelectron. Reliab., 2016

IoT-Based Prognostics and Systems Health Management for Industrial Applications.
IEEE Access, 2016

A Sequential <i>k</i>-Nearest Neighbor Classification Approach for Data-Driven Fault Diagnosis Using Distance- and Density-Based Affinity Measures.
Proceedings of the Data Mining and Big Data, First International Conference, 2016

2015
A vibration cavitation sensitivity parameter based on spectral and statistical methods.
Expert Syst. Appl., 2015

2014
A cost-benefit analysis of electric loaders to reduce diesel emissions in underground hard rock mines.
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?
Reliab. Eng. Syst. Saf., 2013

2012
Estimating Mean Residual Life for a Case Study of Rail Wagon Bearings.
IEEE Trans. Reliab., 2012

2011
Goal hierarchy: Improving asset data quality by improving motivation.
Reliab. Eng. Syst. Saf., 2011

Integrated Model for Optimizing Strategic Overhaul Planning of Distributed Pump Stations.
J. Comput. Civ. Eng., 2011


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