Publications in 2020

• Sensing system for low cost condition monitoring of remote assets.
  Aiden J.Ziegelaar, Ben C.Travaglione and Melinda R.Hodkiewicz
  IFAC-PapersOnLine.
• Digitalization and reasoning over engineering textual data stored in spreadsheet tables.
  Melinda Hodkiewicz, Johan W. Klüwer, Caitlin Woods, Thomas Smoker and Tim French
  IFAC-PapersOnLine.
• Technical Language Processing: Unlocking Maintenance Knowledge.
  Michael P. Brundage, Thurston Sexton, Melinda Hodkiewicz, Alden Dima and Sarah Lukens
  Manufacturing Letters.
• DRAT: Data risk assessment Tool for University-Industry collaborations.
  Sikorska, J., Bradley, S., Hodkiewicz, M. and Fraser, R.
  Data-Centric Engineering.
• Optimal Thresholding of Predictors in Mineral Prospectivity Analysis.
  Adrian Baddeley, Warick Brown, Robin K. Milne, Gopalan Nair, Suman Rakshit, Tom Lawrence, Aloke Phatak, and Shih Ching Fu
  Natural Resources Research.
• Template Libraries for Industrial Asset Maintenance: A methodology for scalable and maintainable ontologies.
  Lupp, D.L., Hodkiewicz, M. and Skjæveland, M.G.
  SSWS 2020 13th International Workshop on Scalable Semantic Web Knowledge Base Systems.
• Pipeline for machine reading of unstructured maintenance work order records.
  Yiyang Gao, Caitlin Woods, Tim French and Melinda Hodkiewicz
  Research Publishing, Singapore.
• Maintenance in an Industry 4.0 and COVID world - the case for Remote Operations.
  Melinda Hodkiewicz, Sarah Lukens, Michael P. Brundage and Thurston Sexton
  .
• Interpretable Survival Models for Predictive Maintenance.
  Paul Castle, Janet Ham, Melinda Hodkiewicz and Adriano Polpo
  Research Publishing, Singapore.
• Cleaning and visualization of unstructured text in safety records.
  Michael Stewart, Wei Liu, Rachel Cardell-Oliver and Mark Griffin
  Research Publishing, Singapore.
• Seq2KG: An End-to-End Neural Model for Domain Agnostic Knowledge Graph (not Text Graph) Construction from Text.
  Michael Stewart and Wei Liu
  Proceedings of the 17th International Conference on Principles of Knowledge Representation and Reasoning.
• Framework for Validation of Permanently Installed MEMS-Based Acquisition Devices Using Soft Sensor Models .
  A. Bartels, E. Cripps, A. Keating, I. Milne, B. Travaglione and M. Hodkiewicz
  CivilEng.
• Minimizing equipment shutdowns in oil and gas campaign maintenance.
  Z. Seif, R. Loxton, E. Mardaneh and A. Lockwood
  Journal of the Operational Research Society .
• Extremal Principle: Nonlinear Characterizations of Non-Intersection Properties.
  Dr Hoa Bui and Prof. Alex Kruger
  Optimization.
• Developing and evaluating predictive conveyor belt wear models.
  Callum Webb, Joanna Sikorska, Ramzan Nazim Khan and Melinda Hodkiewicz
  Data-Centric Engineering.
• Stillbirth risk prediction using machine learning for a large cohort of births from Western Australia, 1980–2015.
  Malacova, E, Tippaya, S, Bailey and H.D. et al.
  Scientific Reports.
• Data-driven reliability analysis of Boeing 787 Dreamliner - ScienceDirect.
  G Pandian, M Pecht, E Zio and M Hodkiewicz
  Chinese Journal of Aeronautics.
• Geometric and Metric Characterizations of Transversality Properties.
  Hoa T. Bui, Nguyen Duy Cuong and Alexander Y. Kruger
  Vietnam Journal of Mathematics.
• Constrained Markov Order Surrogates.
  Corrêa, D. C., Moore, J. M., Jüngling, T. and Small, M.
  Physica D: Nonlinear Phenomena.
• Evaluating the Accuracy of Bluetooth-Based Travel Time on Arterial Roads: A Case Study of Perth, Western Australia.
  Liu, Y., Xia, J. and Phatak, A.
  Journal of Advanced Transportation.
• Quantifying the generalization capacity of Markov models for melody prediction.
  Corrêa, D. C., Jüngling, T. and Small, M.
  Physica A: Statistical Mechanics and its Applications.
• Some new characterizations of intrinsic transversality in Hilbert spaces.
  Nguyen Hieu Thao, Hoa Bui, Nguyen Duy Cuong and Michel Verhaegen
  Set-Valued and Variational Analysis Theory and Applications.