Irene Hudson

Irene Hudson

RMIT University

H-index: 40

Oceania-Australia

About Irene Hudson

Irene Hudson, With an exceptional h-index of 40 and a recent h-index of 20 (since 2020), a distinguished researcher at RMIT University, specializes in the field of bio/stats, edu, data-science, public/digital health, computational stats.

His recent articles reflect a diverse array of research interests and contributions to the field:

Determining the Degree of Dominance of Factors Deriving the Comparative Choice Hierarchy: An Operational Generalization of Latent Choice Models

A Stochastic Approximation approach to Fixed Instance Selection

Dealing with the Responses Contaminated with Social Desirability Bias while Studying Socially Stigmatized Behaviors

A generalisation of the aggregate association index (AAI): incorporating a linear transformation of the cells of a 2× 2 table

Visualising instance selection for improved explainability using feature extraction

The effects of cardiovascular and orthopaedic surgery on vitamin concentrations: a narrative review of the literature and mechanisms of action

Sequential feature selection and instance selection using SpFSR and SpFixedIS

The Effects of Surgery on Plasma/Serum Vitamin C Concentrations: A Systematic Review and Meta-Analysis

Irene Hudson Information

University

Position

Prof Statistics and Data Analytics STEM College CRC Digital Health

Citations(all)

7024

Citations(since 2020)

1921

Cited By

5832

hIndex(all)

40

hIndex(since 2020)

20

i10Index(all)

98

i10Index(since 2020)

41

Email

University Profile Page

RMIT University

Google Scholar

View Google Scholar Profile

Irene Hudson Skills & Research Interests

bio/stats

edu

data-science

public/digital health

computational stats

Top articles of Irene Hudson

Title

Journal

Author(s)

Publication Date

Determining the Degree of Dominance of Factors Deriving the Comparative Choice Hierarchy: An Operational Generalization of Latent Choice Models

Salman A Cheema

Tanveer Kifayat

Irene L Hudson

Asif Mehmood

Kalim Ullah

...

2023/5/24

A Stochastic Approximation approach to Fixed Instance Selection

Information Sciences

Guo Feng Anders Yeo

David Akman

Irene Hudson

Jeffrey Chan

2023/1/20

Dealing with the Responses Contaminated with Social Desirability Bias while Studying Socially Stigmatized Behaviors

Salman Cheema

Irene Hudson

Muhammad Naveed

Arslan Khan

Farooq Shah

...

2023

A generalisation of the aggregate association index (AAI): incorporating a linear transformation of the cells of a 2× 2 table

Metrika

Eric J Beh

Duy Tran

Irene L Hudson

2023/8/16

Visualising instance selection for improved explainability using feature extraction

Anders Yeo

Irene Hudson

David Akman

Jeffrey. Chan

2023

The effects of cardiovascular and orthopaedic surgery on vitamin concentrations: a narrative review of the literature and mechanisms of action

Nikolaj Travica

Karin Ried

Irene Hudson

Andrew Scholey

Andrew Pipingas

...

2023/7/3

Sequential feature selection and instance selection using SpFSR and SpFixedIS

Guo Feng Anders Yeo

Irene Hudson

David Akman

Jeffrey Chan

2023/5/26

The Effects of Surgery on Plasma/Serum Vitamin C Concentrations: A Systematic Review and Meta-Analysis

British Journal of Nutrition

Nikolaj Travica

K Reid

Irene Hudson

Andrew Scholey

Andrew

...

2022

Asymptotic Characteristics of the Non-Iterative Estimates of the Linear-by-Linear Association Parameter for Ordinal Log-Linear Models

Computation

Sidra Zafar

Salman A Cheema

Eric J Beh

Irene L Hudson

2022/11/24

The Secondary Use of Electronic Health Records for Data Mining: Data Characteristics and Challenges

Association Computing Machinery (ACM) Comput. Surv

T Sarwar

S Seifollahi

J Chan

X Zhang

V Aksakalli

...

2022/1

Modelling Agitation-Sedation (A-S) in ICU: An Empirical Transition and Time to Event Analysis of Poor and Good Tracking between Nurses Scores and Automated A-S Measures

Irene Hudson

2022/7/2

A simple framework for XAI comparisons with a case study

Guo Feng Anders Yeo

Irene Hudson

David Akman

Jeffrey Chan

2022/5/27

Estimation Parameters of Dependence Meta-Analytic Model: New Techniques for the Hierarchical Bayesian Model.

Computation

Junaidi

Darfiana Nur

Irene Hudson

Elizabeth Stojanovski

2022/5/4

Copula Modelling of Agitation-Sedation (A-S) in ICU: Threshold Analysis of Nurses’ Scores of A-S and Automated Drug Infusions by Protocol

Irene Hudson

Ainura Tursunalieva

Geoffrey Chase

2022/12/6

The Effects of Surgery on Leukocyte Vitamin C Concentrations: A Systematic Review and Meta-Analysis

Nikolaj Travica

Karin Ried

Irene Hudson

Andrew Scholey

Andrew Pipingas

...

2022/3/12

Development and validation of retrospective electronic frailty index using operational data of aged care homes

BMC geriatrics

Tabinda Sarwar

Antonio Jose Jimeno Yepes

Xiuzhen Zhang

Jeffrey Chan

Irene Hudson

...

2022/12/1

Model-based machine learning to explore the nexus between COVID-19 and environmental factors in the United States

Proceedings od the 24th International Congress on Modelling and Simulation (MODSIM2021)

T Munir

Irene Hudson

S Cheema

R Muhammad

M Shafqat

...

2021

Use of auxiliary information in estimation of the finite population mean: An exponential type estimator

Proceedings od the 24th International Congress on Modelling and Simulation (MODSIM2021)

Kalim Ullah

Irene Hudson

S Cheema

A Khan

Abdu Rahman

...

2021

The historic flowering behaviour of River Red‐gum and Black Box in a flooding forest

Austral Ecology

Marie R Keatley

Leon J Bren

Irene L Hudson

2021/6

Data Integration Using Advances in Machine Learning in Drug Discovery and Molecular Biology.

I.L Hudson

2021

See List of Professors in Irene Hudson University(RMIT University)

Co-Authors

H-index: 106
Kenji Shibuya

Kenji Shibuya

King's College

H-index: 70
J. Geoffrey Chase

J. Geoffrey Chase

University of Canterbury

H-index: 60
Patricia Morellato

Patricia Morellato

Universidade Estadual Paulista

H-index: 47
Andrew Pipingas

Andrew Pipingas

Swinburne University of Technology

H-index: 41
Chris Zou

Chris Zou

Oklahoma State University

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