Research outputs per year
Research outputs per year
Personal profile
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):
Related links
Qualifications
Doctor of Philosophy, University of Koblenz-Landau
Research keywords
- Machine learning
- robotics
- data science
- artificial intelligence
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Efficient time-series approximation with linear recurrent neural networks: architecture learning and predictive power
Stolzenburg, F., Litz, S., Michael, O. & Obst, O., Nov 2025, In: Neural Computing and Applications. 37, 32, p. 27027-27055 29 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile9 Downloads (Pure) -
Managing data uncertainty in automatic mapping of clinical classification systems
Purja Pun, S., Obst, O., Basilakis, J. & Ginige, J. A., 2025, Data Science: Foundations and Applications: 29th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2025, Sydney, Australia, June 10-13, 2025, Proceedings, Part VII. Wu, X., Spiliopoulou, M., Wang, C., Kumar, V., Cao, L., Zhou, X., Pang, G. & Gama, J. (eds.). Singapore: Springer, p. 284-295 12 p. (Lecture Notes in Computer Science; vol. 15876).Research output: Chapter in Book / Conference Paper › Chapter › peer-review
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Selective frame analysis for efficient object tracking: balancing speed with accuracy in MOT systems
Jung Shah, Y., Guo, Y., Park, L. A. F. & Obst, O., 2025, Multi-disciplinary Trends in Artificial Intelligence: 17th International Conference, MIWAI 2024, Pattaya, Thailand, November 11-15, 2024, Proceedings, Part I. Sombattheera, C., Weng, P. & Pang, J. (eds.). Singapore: Springer, p. 245-256 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15431).Research output: Chapter in Book / Conference Paper › Chapter › peer-review
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Using pseudo-synonyms to generate embeddings for clinical terms
Purja Pun, S., Obst, O., Basilakis, J. & Ginige, J. A., 2025, Data Science: Foundations and Applications: 29th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2025, Sydney, Australia, June 10-13, 2025, Proceedings, Part VII. Wu, X., Spiliopoulou, M., Wang, C., Kumar, V., Cao, L., Zhou, X., Pang, G. & Gama, J. (eds.). Singapore: Springer, p. 209-220 12 p. (Lecture Notes in Computer Science; vol. 15876).Research output: Chapter in Book / Conference Paper › Chapter › peer-review
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Data optimisation of machine learning models for smart irrigation in urban parks
Ghadiri, N., Javadi, B., Obst, O. & Pfautsch, S., 2024, Proceedings of the 2024 International Conference on Ubiquitous Computing and Communications, the 23rd International Conference on Computer and Information Technology and the 7th International Conference on Data Science and Computational Intelligence (IUCC-CIT-DSCI 2024), 20-22 December 2024, Chengdu, China. Zhao, Z., Hu, J., Xu, L., Hao, F., Pang, G. & Wang, H. (eds.). U.S.: IEEE, p. 70-77 8 p.Research output: Chapter in Book / Conference Paper › Conference Paper › peer-review
Projects
- 5 Finished
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A reconfigurable Neuromorphic Compute System for Brain Scale Simulations
van Schaik, A. (PI), Hurley, P. (Investigator), Wang, M. (Investigator), Obst, O. (Investigator), Grayden, D. (Investigator) & Leong, P. (Investigator)
Western Sydney University, University of Sydney, University of Melbourne, Australian Research Council
1/01/23 → 31/12/24
Project: Research
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Smart Irrigation Management for Parks and Cool Towns (SIMPaCT)
Pfautsch, S. (PI), Obst, O. (Investigator), Javadi Jahantigh, B. (Investigator) & Morrison, N. (Investigator)
Sydney Water Corporation, Department of Planning and Environment
1/12/21 → 31/07/24
Project: Research
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Fraud detection for financial products
Obst, O. (PI), Tannous, K. (Investigator) & Tong, T. (Scholarship Recipient)
19/02/18 → 23/05/19
Project: Research
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Capital Markets CRC (CMCRC) PhD Scholarship - Geoffrey Cheng Kang Chang - Developing a Predictive Model for Credit Demand using Machine Learning and Big Data Models
Tannous, K. (PI), Obst, O. (Supervisor) & Chang, G. (Scholarship Recipient)
1/05/17 → 30/06/21
Project: Research
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Deep Conceptors for Temporal Data Mining
Obst, O. (PI), Bhatia, S. (Investigator), Stolzenburg, F. (Investigator) & Schmidsberger, F. (Investigator)
German Academic Exchange Service (DAAD), Western Sydney University
1/01/17 → 31/12/18
Project: Research