STAFF PROFILE
Professor Irene Hudson
Position:
Professor, Statistics and Data Analytics
College / Portfolio:
STEM College
School / Department:
STEM|School of Science
Phone:
+61399253224
Email:
irene.hudson@rmit.edu.au
Campus:
City Campus
Contact me about:
Research supervision
- Travica, N.,Ried, K.,Hudson, I.,Scholey, A.,Pipingas, A.,Sali, A. (2023). The effects of cardiovascular and orthopaedic surgery on vitamin concentrations: a narrative review of the literature and mechanisms of action In: Critical Reviews in Food Science and Nutrition, 63, 2929 - 2959
- Yeo, G.,Akman, D.,Hudson, I.,Chan, J. (2023). A Stochastic Approximation approach to Fixed Instance Selection In: Information Sciences, 628, 558 - 579
- Beh, E.,Tran, D.,Hudson, I. (2023). A generalisation of the aggregate association index (AAI): incorporating a linear transformation of the cells of a 2 × 2 table In: Metrika, , 1 - 33
- Yeo, A.,Hudson, I.,Akman, D.,Chan, J. (2023). Sequential feature selection and instance selection using SpFSR and SpFixedIS In: Proceedings of the 6th International Conference on Artificial Intelligence and Big Data, Chengdu, China, 26/05/2023 - 29/05/2023
- Yeo, A.,Hudson, I.,Akman, D.,Chan, J. (2023). Visualising instance selection for improved explainability using feature extraction In: Proceedings of the 25th International Congress on Modelling and Simulation, Darwin, 09/07/2023 - 13/07/2023
- Cheema, S.,Kifayat, T.,Hudson, I.,Mehmood, A.,Ullah, K.,Rahman, A. (2023). Determining the Degree of Dominance of Factors Deriving the Comparative Choice Hierarchy: An Operational Generalization of Latent Choice Models. In: Analytics Enabled Decision Making, Palgrave Macmillan, Gateway East, Singapore
- Cheema, S.,Hudson, I.,Naveed, M.,Khan, A.,Shah, F.,Husain, Z. (2023). Dealing the Responses Contaminated with Social Desirability Bias while Studying Socially Stigmatized Behaviors In: Handbook of Research on Cultural and Cross-Cultural Psychology, Vernon Press, Wilmington, United States
- Hudson, I.,Tursunalieva, A.,Chase, J. (2022). Copula Modelling of Agitation-Sedation (A-S) in ICU: Threshold Analysis of Nurses’ Scores of A-S and Automated Drug Infusions by Protocol In: Recent Advances in Medical Statistics, intechopen, italy
- Travica, N.,Ried, K.,Hudson, I.,Scholey, A.,Pipingas, A.,Sali, A. (2022). The Effects of Surgery on Leukocyte Vitamin C Concentrations: A Systematic Review and Meta-Analysis In: Pharmaceutical Sciences, 28, 496 - 505
- Sarwar, T.,Jimeno Yepes, A.,Zhang, J.,Chan, J.,Hudson, I.,Evans, S.,Cavedon, L. (2022). Development and validation of retrospective electronic frailty index using operational data of aged care homes In: BMC Geriatrics, 22, 1 - 11
Data science, Biostatistics, engineering, informatics, epidemiology, categorical data methods, survival analytics, time series, climate change analytics, causal inference, drug discovery, devices, health, surveillance and theoretical and applied areas in visualization
3 PhD Current Supervisions
- Rational design of array-based nanozyme sensors. Funded by: ARC-Discovery Projects from (2023 to 2026)
- Revolutionising Monitoring of Waterway Health in Merri Creek. Funded by: City of Whittlesea - Contract from (2020 to 2021)