Publications in 2021

• Approximate dynamic programming for an energy-efficient parallel machine scheduling problem.
  Mojtaba Heydar, Elham Mardaneh and Ryan Loxton
  European Journal of Operational Research.
• Objective Domain Boundaries Detection in New Caledonian Nickel Laterite from Spectra Using Quadrant Scan.
  Ayham Zaitouny, Erick Ramanaidou, June Hill, David M. Walker and Michael Small
  Minerals .
• On detecting dynamical regime change using a transformation cost metric between persistent homology diagrams..
  Dee Algar, S., Corrêa, D.C and . and Walker, D.M
  Chaos: An Interdisciplinary Journal of Nonlinear Science.
• Informative Bayesian Survival Analysis to Handle Heavy Censoring in Lifetime Data.
  Ryan Leadbetter, Aloke Phatak, Adriano Polpo and Melinda Hodkiewicz
  Published in: 2021 International Conference on Maintenance and Intelligent Asset Management (ICMIAM).
• Grading your models: Assessing dynamics learning of models using persistent homology.
  Eugene Tan, Débora Corrêa, Thomas Stemler and Michael Small
  Chaos.
• E2EET: from pipeline to end-to-end entity typing via transformer-based embeddings.
  Michael Stewart and Wei Liu
  Knowledge Information Systems .
• How Do Non-Work Individual Factors Affect Worker Well-Being in the Construction Industry? A Systematic Review and Meta- Analysis..
  Li, K, Wang, D, Sheng, Z and Griffin, M
  37th Annual ARCOM Conference, 6-7 September 2021, UK, 249-258.
• Deforestation-induced surface warming is influenced by the fragmentation and spatial extent of forest loss in Maritime Southeast Asia.
  Crompton, O., Corrêa, D., Duncan, J. and Thompson, S.
  Environmental Research Letters, 16(11), p.114018..
• The linkedness of cubical polytopes: The cube.
  Hoa T. Bui, Guillermo Pineda-Villavicencio and Julien Ugon
  The electronic Journal of Combinatorics.
• Detecting Asset Cascading Failures Using Complex Network Analysis.
  Jaymin Moffatt, Ayham Zaitouny, Melinda Hodkiewicz and Michael Small
  IEEE Access.
• LexiClean: An annotation tool for rapid multi-task lexical normalisation.
  Tyler Bikaun, Tim French, Melinda Hodkiewicz, Michael Stewart and Wei Liu
  Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing: System Demonstrations.
• Building employability capabilities in data science students: An interdisciplinary, industry-focused approach.
  Sonia Ferns, Aloke Phatak, Susan Benson and Nina Kumagai
  Teaching Statistics.
• Semi-automated Estimation of Reliability Measures from MaintenanceWork Order Records.
  Bikaun, T. and Hodkiewicz, M.
  PHM Society European Conference.
• Nurturing Collaboration? A Skill Set for University-Industry Collaboration Champions .
  Keyao Li and Mark Griffin
  Academic and Practitioner Proceedings of the 2021 University-Industry Interaction Conference series: Challenges and solutions for fostering entrepreneurial universities and collaborative innovation.
• An ontology for reasoning over engineering textual data stored in FMEA spreadsheet tables.
  Melinda Hodkiewicz, Johan W. Klüwer, Caitlin Woods, Thomas Smoker and Emily Low
  Computers in Industry.
• A Note on the Finite Convergence of Alternating Projections.
  Hoa Bui, Ryan Loxton and Asghar Moeini
  Operation research letter.
• Using job characteristics to inform interface design for industrial maintenance procedures.
  Woods, C., Griffin, M. A., French, T. and Hodkiewicz, M.
  Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems: Making Waves, Combining Strengths (Conference on Human Factors in Computing Systems - Proceedings). Association for Computing Machinery (ACM). https://doi.org/10.1145/3411764.3.
• Zero Duality Gap Conditions Via Abstract Convexity.
  Dr. Hoa T. Bui, Prof. Regina S. Burachik, Prof. Alexander Y. Kruger and Prof. David T. Yost
  Optimization.
• Rethinking maintenance terminology for an industry 4.0 future.
  Melinda Hodkiewicz, Sarah Lukens, Michael P. Brundage and Thurston Sexton
  International Journal of Prognostics and Health Management,.
• Parameter extraction with reservoir computing: Nonlinear time series analysis and application to industrial maintenance.
  Thorne, B., Jüngling, T., Small, M. and Hodkiewicz, M.
  AIP Chaos, 31(3), [033122].
• On using the modularity of recurrence network communities to detect change-point behaviour.
  David M. Walker, Ayham Zaitouny and Debora C. Correa*
  Expert Systems with Applications Volume 176, 15 August 2021, 114837.
• Variable Selection for Conveyor-Belt Mean Wear Rate Prediction.
  Joanna Z Sikorska*, Callum Webb, Nazim Khan and Melinda Hodkiewicz
  Insights Min Sci technol 2(4): IMST.MS.ID.555594 (2021) Juniper Publishers.