Publications in 2022

• A Novel Approach to Time Series Complexity via Reservoir Computing.
  Braden Thorne, Thomas Jüngling, Michael Small, Debora Correa and Ayham Zaitouny
  AI 2022: AI 2022: Advances in Artificial Intelligence pp 442-455.
• Natural Language Query For Technical Knowledge Graph Navigation.
  Ziyu Zhao, Michael Stewart, Wei Liu, Tim French, and Melinda Hodkiewicz
  https://ausdm22.ausdm.org/index.html%3Fp=4414.html.
• Using Context-Free Grammar to Generate Synthetic Technical Short Texts.
  Tyler Bikaun, Michael Stewart and Melinda Hodkiewicz
  AI 2022: AI 2022: Advances in Artificial Intelligence pp 325-338.
• QUARRY: A Graph Model for Queryable Association Rules.
  Michael Stewart
  AI 2022: Advances in Artificial Intelligence. AI 2022. Lecture Notes in Computer Science(), vol 13728. Springer, Cham.
• MWO2KG and Echidna: Constructing and exploring knowledge graphs from maintenance data.
  Stewart M, Hodkiewicz M, Liu W and French T
  Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability. 2022;0(0).
• Single-Projection Procedure for Infinite Dimensional Convex Optimization Problems.
  Hoa T. Bui, Regina S. Burachik, Evgeni A. Nurminski and Matthew K. Tam
  arXiv preprint arXiv:2207.10879 (2022)..
• Approximate dynamic programming for an energy-efficient parallel machine scheduling problem.
  Dr Mojtaba Heydar, Dr Elham Mardaneh and Proj Ryan Loxton
  European Journal of Operational Research Pages 363-380.
• Branch-and-price for clash-free periodic supply vessel planning problem with split delivery and variable service time.
  Elham Mardaneh, Mojtaba Heydar and Ryan Loxton
  SSRN's Elsevier Inc..
• Safety behaviours and job satisfaction during the pandemic: The mediating roles of uncertainty and managerial commitment.
  Dr Keyao Li and Prof Mark Griffin
  Journal of Safety Research.
• Prevention-focused leadership and well-being during the pandemic: The mediating role clarity and workload.
  Li, Keyao and Griffin, Mark A
  Leadership & Organization Development Journal.
• An exact cutting plane method for solving p-dispersion-sum problems.
  Sandy Spiers, Hoa T. Bui and Ryan Loxton
  arXiv preprint arXiv:2207.10879 (2022)..
• Building a data-driven future for construction team? Capabilities matter.
  Keyao Li, Dan Wang and Mark Griffin
  CIB World Building Congress 2022.
• A deep dive into worker psychological well-being in the construction industry: A systematic review and conceptual framework.
  Keyao Li, Dan Wang, Zitong Sheng and Mark A. Griffin
  Journal of Management in Engineering.
• QuickGraph: A Rapid Annotation Tool for Knowledge Graph Extraction from Technical Text.
  Tyler Bikaun, Michael Stewart and Wei Liu
  Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics: System Demonstrations.
• Automatic semantic knowledge extraction from electronic forms.
  Haolin Wu, Tim French, Wei Liu and Melinda Hodkiewicz
  Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability.
• Managing streamed sensor data for mobile equipment prognostics..
  Griffiths, T., Corrêa, D., Hodkiewicz, M. and Polpo, A.
  Data-Centric Engineering.
• Cutting plane algorithms for nonlinear binary optimization.
  Bui, Hoa, T Lin, Qun and Loxton, Ryan
  arXiv preprint arXiv:2203.09703.
• Reservoir time series analysis: Using the response of complex dynamical systems as a universal indicator of change.
  Thorne, Braden, Jüngling, Thomas, Small, Michael, Corrêa, Débora and Zaitouny, Ayham
  Chaos, 32(3), [033109].
• Data-Driven Approach for Labelling Process Plant Event Data.
  Débora Corrêa, Adriano Polpo, Michael Small, Shreyas Srikanth, Kylie Hollins and Melinda Hodkiewicz
  International Journal of Prognostics and Health Management.
• The Impact of Changes in Resolution on the Persistent Homology of Images.
  Teresa Heiss, Sarah Tymochko, Brittany Story, Adelie Garin, Hoa Bui, Bea Bleile, and Vanessa Robins
  2021 IEEE International Conference on Big Data (Big Data).
• Objective Domain Boundaries Detection in New Caledonian Nickel Laterite from Spectra Using Quadrant Scan.
  Zaitouny A, Ramanaidou E, Hill J, Walker DM and Small M
  Minerals. 2022; .