Projects per year
Personal profile
Research interests
Dr Yakub Sebastian's main research interest is in data science, information retrieval, text mining, and network theory. He is an active advocate of the field Literature-Based Discovery, a specific branch of information retrieval whose goal is to improve computational approaches to hypothesis generation and novel knowledge discovery from multi-modal data sources. Aside from these, he shows interest in scientometrics and science mapping. Dr Sebastian was awarded Doctor of Philosophy in Computer Science by Monash University and is currently a Guest Associate Editor for journal Frontiers in Research Metrics and Analytics (Text Mining and Literature-Based Discovery section).
External positions
Adjunct Research Fellow, Swinburne University of Technology Sarawak Campus
23 Mar 2020 → 22 Mar 2022
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Collaborations and top research areas from the last five years
Projects
- 1 Finished
Research output
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Editorial: Emerging areas in literature-based discovery: Emerging areas in literature-based discovery
Sebastian, Y. & Smalheiser, N. R., 19 Jan 2023, In: Frontiers in Research Metrics and Analytics. 8, 2 p., 1122547.Research output: Contribution to journal › Editorial › peer-review
Open AccessFile6 Downloads (Pure) -
From knowledge discovery to knowledge creation: How can literature-based discovery accelerate progress in science?
Smalheiser, N. R., Hahn-Powell, G., Hristovski, D. & Sebastian, Y., 26 Jun 2023, Artificial Intelligence in Science: Challenges, Opportunities and the Future of Research. Nolan, A. (ed.). Paris: OECD Publishing, 8 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter
Open AccessFile30 Downloads (Pure) -
Hybrid phishing detection using joint visual and textual identity
Tan, C. L., Chiew, K. L., Yong, K. S. C., Sebastian, Y., Than, J. C. M. & Tiong, W. K., 15 Jun 2023, In: Expert Systems with Applications. 220, p. 1-16 16 p., 119723.Research output: Contribution to journal › Article › peer-review
Open Access -
Machine learning to predict virological failure among HIV patients on antiretroviral therapy in the University of Gondar Comprehensive and Specialized Hospital, in Amhara Region, Ethiopia, 2022
Mamo, D. N., Yilma, T. M., Fekadie, M., Sebastian, Y., Bizuayehu, T., Melaku, M. S. & Walle, A. D., Dec 2023, In: BMC Medical Informatics and Decision Making. 23, 1, p. 75 1 p., 75.Research output: Contribution to journal › Article › peer-review
Open AccessFile17 Downloads (Pure) -
Modelling sustainable uniformity of the Australian national uniform legislation through ordinal regression
Hill, G., Sebastian, Y. & Bar-Siman-Tov, I., 21 Sept 2023, In: The Theory and Practice of Legislation. 11, 3, p. 232–255 24 p.Research output: Contribution to journal › Article › peer-review
Open Access