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The ARC Training Centre for
Transforming Maintenance through Data Science
People
Researchers
Industry Partners
Operating Committee
Strategy Risk and Reporting Board
PhD Support Panel
Organisations
People
Dr Ayham Zaitouny
Research Fellow
University of Western Australia
Publications
Presentations
Tools
Awards
News
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.
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].
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; .
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 .
Detecting Asset Cascading Failures Using Complex Network Analysis
.
Jaymin Moffatt,
Ayham Zaitouny
,
Melinda Hodkiewicz
and
Michael Small
IEEE Access.
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.
Fast automatic detection of geological boundaries from multivariate log data using recurrence
.
Michael Small
, June Hill, Irina Emelyanova and Michael Ben Clennell
Computers & Geosciences.
Quadrant scan for multi-scale transition detection
.
Zaitouny, A.
, Walker, D.M. and
Small, M.
Chaos: An Interdisciplinary Journal of Nonlinear Science.
Sensitization to immune checkpoint blockade through activation of a STAT1/NK axis in the tumor microenvironment
.
Rachael M. Zemek, Emma De Jong, Wee Loong Chin, Iona S. Schuster, Vanessa S. Fear, Thomas H. Casey, Cath Forbes, Sarah J. Dart, Connull Leslie,
Ayham Zaitouny
,
Michael Small
, Louis Boon, Alistair R. R. Forrest, Daithi O. Muiri and Mariapia A. Degli-Esposti
Science Translational Medicine.
Master Class - Pattern Recognition and Change Point Detection
Ayham Zaitouny
Sydney dynamics group workshop
Ayham Zaitouny
IDEA Tool
SigmaOPT Best Student Paper Prize
Sandy Spiers
ABDC Award for Innovation and Excellence in Research
Keyao Li
Winner- Best Poster Prize
Yingying Yang
Best Paper in Technology & Innovation for 'Building a data-driven future for construction team? Capabilities matter'
Keyao Li
and
Mark Griffin
2020 Best Mathematics and Statistics 4th Year/Honours Student Award
Sandy Spiers
Paul G. Dunn Research Development Award
Andrew Rohl
AustMS WIMSIG Maryam Mirzakhani Award
Hoa Bui
Australian Mathematical Society Lift-off Fellowship
Hoa Bui
National Geographic Society - AI for Earth Innovation Grant
Debora Correa
and
Michael Small
2020 Christopher Heyde Medal
Ryan Loxton
Title of John Curtin Distinguished Professor
Andrew Rohl
ARC Discovery Grant in the 2020 round.
Debora Correa
and
Michael Small
Fellow of the Australian Academy of Technological Sciences and Engineering
Melinda Hodkiewicz
Roy Hill - Australasian Supply Chain Institute 2019 award for excellence in supply chain management
Mike Lomman
Research & Innovation Project of the Year-Postgraduate Tertiary Student Award
Michael Stewart
and
Wei Liu
First Prize - ICDM 2019 Knowledge Graph Contest: Team UWA
Michael Stewart
and
Wei Liu
CTMTDS Newsletter Issue 13, July 2022
.
Wednesday 10 August 2022
This month's newsletter focuses on the activities of Translation Theme 5. IN THE SPOTLIGHT # Congratulations to Eden Li and Mark Griffin for winning two awards for their conference paper at the World Building Congress 2022, organised by CIB, the International Council for Research and Innovation in Building and Construction ! Their...
CTMTDS Newsletter Issue 8, January 2022
.
Monday 7 February 2022
In 2022 the Centre's newsletter will be sent out monthly. Along with any exciting events or news, we'll be focusing on research that is being conducted by one of the Centre's Themes. We'll begin this month with Translation Theme 5. IN THE SPOTLIGHT # Congratulations to Melinda Hodkiewicz! # Congratulations to Theme 1...
CTMTDS Newsletter Issue 7
.
Tuesday 11 January 2022
Welcome to an update on CTMTDS activities Aug - Dec 2021. Team Updates # Changes to the members of the Centre in the second six months of 2021: One new PhD student, Chau Nguyen, joined the Centre in October. Chau will complete his PhD at UWA within Theme 1 supervised by Tim French...
CTMTDS Newsletter Issue 6
.
Wednesday 18 August 2021
Welcome to an update on CTMTDS activities Jan - Jun 2021. Team Updates # Changes to the members of the Centre in the first six months of 2021 include welcoming: Two new PhD students: Sandy Spiers joined the Centre in February. Sandy will complete his PhD at Curtin University within Theme 3, supervised by...
CTMTDS Newsletter Issue 5
.
Wednesday 6 January 2021
Welcome to an update on CTMTDS activities. Highlights # Research Fellow for Theme 1 Michael Stewart PhD was accepted, congratulations to Dr Michael Stewart. Chief investigator for Theme 1 Dr Wei Lui is now Associate Professor Wei Lui – congratulations Wei.· PhD Candidates Yingying Yang, Tyler Bikaun, and Ryan Leadbetter completed their first candidacy...
CTMTDS Newsletter Issue 4
.
Monday 23 November 2020
Welcome to an update on CTMTDS activities. Highlights # Gabriel González has successfully completed his first candidacy milestone. He presented his PhD research proposal at the Researchers Catch-Up on Friday, 7 July 2020. Melinda Hodkiewicz has been elected to the MRIWA College of Experts. The primary function of the College is to provide...