Research output per year
Research output per year
Personal profile
Biography
My PhD is from the University of Cambridge and BSc and Masters from the University of Western Australia. I have held academic positions at the University of Essex, UK, SRI Cambridge and the University of WA. I am currently Associate Professor (level D) and Head of Department of Computer Science and Software Engineering at UWA. I am on the Editorial Board of the Journal of Ad Hoc Networks and a professional member of the ACM (Association for Computing Machinery).
Research
My research area is sensor networks and distributed intelligence. I study how to build sensor systems for data collection across space and time. My sensor network applications include environmental soil moisture monitoring, rammed earth buildings, public transport tickets, smart water meters and waste water treatment plants. My research also helps users to gain valuable insights from this data, with efficient methods for data compression and soft sensing, privacy protection for human data, and data mining techniques to discover new insights from the data. I am an effective and imaginative University teacher with broad teaching experience covering the core curriculum in the disciplines of Computer Science and Software Engineering, supported by my research in Computer Science Education.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Computer Science, PhD, The Formal Verification of Hard Real-Time Systems, University of Cambridge
… → 1992
Computer Science, Masters by Research, The Design and Implementation of a Programming Environment for a Network of Computers using Modula-2 Based Distributed Objects
… → 1987
Industry keywords
- Environmental
- Transport
- Built Environment
Research expertise keywords
- Wireless sensor networks
- Data Analytics
- Environment and conservation
- Public transport
- Intelligent Systems
- Computer science education
- Building monitoring
- Smart cities applications
- Smart metering
- Water resources
Fingerprint
Dive into the research topics where Rachel Cardell-Oliver is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
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Activity and resolution aware privacy protection for smart water meter databases
Cardell-Oliver, R., Cominola, A. & Hong, J., Apr 2024, In: Internet of Things (Netherlands). 25, 101130.Research output: Contribution to journal › Article › peer-review
Open Access -
Automated State Estimation for Summarizing the Dynamics of Complex Urban Systems Using Representation Learning
Alvi, M., French, T., Keymer, P. & Cardell-Oliver, R., 25 Mar 2024, In: Proceedings of the AAAI Conference on Artificial Intelligence. 38, 21, p. 23020-23026 7 p.Research output: Contribution to journal › Conference article › peer-review
Open Access -
Enhanced Deep Predictive Modelling of Wastewater Plants With Limited Data
Alvi, M., French, T., Cardell-Oliver, R., Batstone, D. & Akhtar, N., 1 Feb 2024, In: IEEE Transactions on Industrial Informatics. 20, 2, p. 1920-1930 11 p.Research output: Contribution to journal › Article › peer-review
3 Citations (Web of Science) -
Apis-Prime: A deep learning model to optimize beehive monitoring system for the task of daily weight estimation
Anwar, O., Keating, A., Cardell-Oliver, R., Datta, A. & Putrino, G., Sept 2023, In: Applied Soft Computing. 144, 110546.Research output: Contribution to journal › Article › peer-review
Open Access5 Citations (Scopus)3 Downloads (Pure) -
A Privacy-Preserving Framework Using Homomorphic Encryption for Smart Metering Systems
Xu, W., Sun, J., Cardell-Oliver, R., Mian, A. & Hong, J. B., May 2023, In: Sensors. 23, 10, 4746.Research output: Contribution to journal › Article › peer-review
Open Access9 Citations (Scopus)
Datasets
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Rammed-Earth Houses Thermal Performance Measurements
Cardell-Oliver, R. (Creator), Beckett, C. (Contributor), Ciancio, D. (Supervisor) & Hubner, C. (Contributor), The University of Western Australia, 29 Nov 2018
Dataset
File -
LoRa Underground Farm Sensor Network
Cardell-Oliver, R. (Creator), Huebner, C. (Creator), Leopold, M. (Creator) & Beringer, J. (Creator), The University of Western Australia, 17 Sept 2019
Dataset
File -
RailSmart
Robson, L. (Contributor), Biermann, S. (Contributor), Cardell-Oliver, R. (Contributor), Olaru, D. (Contributor), Martinus, K. (Contributor), Smith, B. (Contributor), Chi, S. (Contributor), Reed, T. (Contributor), Jie, F. (Contributor), Standing, C. (Contributor) & Sun, C. (Contributor), The University of Western Australia, 1 May 2019
Dataset
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Nierstein bei Mainz Vineyard Soil Data
Cardell-Oliver, R. (Creator) & Hubner, C. (Data Collector), The University of Western Australia, 16 Jul 2019
Dataset
File
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ARC Training Centre for Transforming Maintenance through Data Science
Rohl, A., Small, M., Hodkiewicz, M., Loxton, R., O'Halloran, K., Tan, T., Calo, V., Reynolds, M., Liu, W., While, R., French, T., Cripps, E., Cardell-Oliver, R. & Correa, D.
ARC Australian Research Council
1/01/19 → 24/02/25
Project: Research
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Identifying opportunities to address transport disadvantage in Perth
Chi, S., Biermann, S., Olaru, D., Smith, B. & Cardell-Oliver, R.
3/12/21 → 23/12/22
Project: Research
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Development of Integrated and Intelligent Stormwater Management for Main Roads Western Australia
1/09/20 → 31/08/21
Project: Research
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Managing transport system investment risk: enhancing patronage predictions and adapting strategic asset management and appraisal processes to account for emerging trends and uncertainty
Biermann, S., Olaru, D., Smith, B., Chi, S., Cardell-Oliver, R., Brown, K., Jie, F. & Djajadikerta, H.
1/07/19 → 30/06/21
Project: Research
Activities
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Ad Hoc Networks (Journal)
Rachel Cardell-Oliver (Reviewer)
2020Activity: Editorial work or peer review of publications › Editorial activity
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ACS WA Dennis Moore Oration: Sensor Networks and Distributed Intelligence
Rachel Cardell-Oliver (Speaker)
16 Oct 2019Activity: Service and engagement › Public lecture, debate or seminar
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Association for Computing Machinery (External organisation)
Rachel Cardell-Oliver (Director)
2018 → …Activity: Memberships › Membership of professional association
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CORE Distinguished Dissertation Award
Rachel Cardell-Oliver (Speaker)
2010 → 2021Activity: Service and engagement › Judging of prize or award/award in researchers name