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The ARC Training Centre for
Transforming Maintenance through Data Science
Debora Correa
People

Dr Debora Correa

Chief Investigator

Dr Débora Corrêa is an enthusiast of computer science and data science; she has worked in data science on time series analysis, machine learning, computer vision, neural networks and complex networks. Débora is motivated by application-driven problems where the interplay between theory and application enriches both and results in a proper data analysis that contributes to the real world. Débora has explored solutions in bioengineering and biomedical signals, music, audio signals and diverse engineering systems. In addition, her research allows her to work and build collaborations with many researchers across different fields, including the opportunity to supervise postdoctoral, undergraduate, master and PhD students.

Débora has worked as a Research Fellow at the ARC ITTC Transforming Maintenance Through Data Science (CTMTDS) from 2019-to 2021. In this position, she developed research in data science projects to solve industry problems. She cooperated with industry peers and stakeholders to improve the way maintenance is performed using data analytics. Débora has supervised PhD students in their industry placements, guiding them for deliverables that add value to the business and taking part in talking to the industry partners. Débora has developed and is now teaching machine learning units at the professional programs promoted by CORE Skills.

In 2022, Débora commenced an appointment at the UWA Computer Science Department and has continued supervising and mentoring students of the ARC ITTC CTMTDS as a Chief Investigator.
Debora is currently developing mathematical tools to analyse large-scale temporal data consisting of many variables, mixed data types and resolution. She wants Australian companies to benefit from recent advances and accessibility of sensor technologies and instrumentation by effectively and efficiently extracting meaningful information from this massive data to guide strategic business decisions. Debora will develop solutions for open problems in industrial asset condition-based monitoring.

Research Gate

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  • Tuesday 21 November 2023
    This month's newsletter focuses on the activities in November and includes award won by our Research Fellows Eden Li and Sirui Li IN THE SPOTLIGHT # Congratulations to Research Fellow Eden Li on being named a finalist in the 2023 Research and Engagement Awards. These awards recognise the achievements of Curtin researchers across...
  • Thursday 11 May 2023
    Welcome to the first newsletter for 2023! We ended 2022 with two events that showcased research across our themes to industry partners. The new year began with the arrival of two new post-doctoral researchers to the Centre. In May, they teamed up with a couple of PhD students to form a...
  • 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...
  • 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...
  • 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...
  • 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...