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
Fingerprint
Dive into the research topics where Oliver Obst is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
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
-
A hydraulic model outperforms work-balance models for predicting recovery kinetics from intermittent exercise
Weigend, F. C., Clarke, D. C., Obst, O. & Siegler, J., Jun 2023, In: Annals of Operations Research. 325, 1, p. 589-613 25 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus) -
AI-based ICD coding and classification approaches using discharge summaries : a systematic literature review
Kaur, R., Ginige, J. A. & Obst, O., 1 Mar 2023, In: Expert Systems with Applications. 213, Pt. B, 26 p., 118997.Research output: Contribution to journal › Article › peer-review
-
Capsicum flower identification for robotic pollination in greenhouses
Sharma, S., Fang, G., Chen, Z.-H., Obst, O., Tissue, D., Zou, J. J. & Liang, W., 2023, Proceedings of 2023 International Conference on Machine Learning and Cybernetics, The University of Adelaide, Adelaide, Australia, 9-11 July, 2023. IEEE, p. 520-527 8 p.Research output: Chapter in Book / Conference Paper › Conference Paper › peer-review
-
Analyzing echo-state networks using fractal dimension
Mayer, N. M. & Obst, O., 2022, Proceedings of the 2022 International Joint Conference on Neural Networks (IJCNN), July 18-23, 2022, Padua, Italy. IEEE, p. 7874-7881 8 p.Research output: Chapter in Book / Conference Paper › Conference Paper › peer-review
2 Citations (Scopus) -
Measuring content preservation in textual style transfer
Fitzpatrick, S., Park, L. & Obst, O., 2022, Data Mining: 20th Australasian Conference, AusDM 2022, Western Sydney, Australia, December 12-15, 2022, Proceedings. Park, L. A. F., Gomes, H. M., Doborjeh, M., Boo, Y. L., Koh, Y. S., Zhao, Y., Williams, G. & Simoff, S. (eds.). Singapore: Springer, p. 3-14 12 p.Research output: Chapter in Book / Conference Paper › Chapter
Projects
- 5 Finished
-
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 → 30/06/24
Project: Research
-
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
-
Fraud detection for financial products
Obst, O. (PI), Tannous, K. (Investigator) & Tong, T. (Scholarship Recipient)
19/02/18 → 23/05/19
Project: Research
-
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
-
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