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Yakub Sebastian
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Year
Emerging approaches in literature-based discovery: techniques and performance review
Y Sebastian, EG Siew, SO Orimaye
The Knowledge Engineering Review 32, 2017
522017
A graph-theoretic approach for the detection of phishing webpages
CL Tan, KL Chiew, KSC Yong, J Abdullah, Y Sebastian
Computers & Security 95, 101793, 2020
462020
Learning the heterogeneous bibliographic information network for literature-based discovery
Y Sebastian, EG Siew, SO Orimaye
Knowledge-Based Systems 115, 66-79, 2017
452017
The boundary-spanning mechanisms of Nobel Prize winning papers
Y Sebastian, C Chen
PLoS One 16 (8), e0254744, 2021
232021
Domain-driven KDD for mining functionally novel rules and linking disjoint medical hypotheses
Y Sebastian, PHH Then
Knowledge-Based Systems 24 (5), 609-620, 2011
132011
Predicting future links between disjoint research areas using heterogeneous bibliographic information network
Y Sebastian, EG Siew, SO Orimaye
Advances in Knowledge Discovery and Data Mining: 19th Pacific-Asia …, 2015
102015
Prediction of contraceptive discontinuation among reproductive-age women in Ethiopia using Ethiopian Demographic and Health Survey 2016 Dataset: A Machine Learning Approach
SD Kebede, Y Sebastian, A Yeneneh, AF Chanie, MS Melaku, AD Walle
BMC Medical Informatics and Decision Making 23 (1), 9, 2023
92023
Hybrid phishing detection using joint visual and textual identity
CCL Tan, KL Chiew, KSC Yong, Y Sebastian, JCM Than, WK Tiong
Expert systems with applications 220, 119723, 2023
82023
Detecting DDoS attacks using a cascade of machine learning classifiers based on Random Forest and MLP-ANN
T Pinto, Y Sebastian
2021 IEEE Madras Section Conference (MASCON), 1-6, 2021
62021
A paradigm shift: Combined literature and ontology-driven data mining for discovering novel relations in biomedical domain
Y Sebastian, BCS Loh, PHH Then
2009 IEEE International Conference on Data Mining Workshops, 51-57, 2009
52009
Impact on student learning from traditional continuous assessment and an e-assessment proposal
SM Jacob, B Issac, Y Sebastian
52006
Information seeking about COVID-19 and associated factors among chronic patients in Bahir Dar city public hospitals, Northwest Ethiopia: a cross-sectional study
SY Kassie, T Melese, S Handebo, Y Sebastian, HS Ngusie
BMC Infectious Diseases 22 (1), 325, 2022
42022
Design of IOT monitoring architecture for smart organic farming in Sarawak State of Malaysian Borneo
RS Jo, V Raman, M Lu, Y Sebastian, SJ Cameron, JYH Ten, TKS Chong, ...
24th International Conference of Society for Design and Process Science 2019, 2019
32019
Advances in diabetes analytics from clinical and machine learning perspectives
Y Sebastian, XT Tiong, V Raman, AYY Fong, PHH Then
International Journal of Design, Analysis and Tools for Integrated Circuits …, 2017
32017
Literature-based discovery by learning heterogeneous bibliographic information networks
Y Sebastian
Diss. Monash University, 2017
32017
Cluster links prediction for literature based discovery using latent structure and semantic features
Y Sebastian
Proceedings of the 37th international ACM SIGIR conference on Research …, 2014
32014
Cardiovascular diagnostics mining on Borneo island: From labour-intensive to prototype
THH Patrick, AYY Fong, Y Sebastian, V Raman, YHC Wong, KH Sim
Informatics for Health and Social Care 34 (1), 1-9, 2009
32009
Machine learning to predict virological failure among HIV patients on antiretroviral therapy in the University of Gondar Comprehensive and Specialized Hospital, in Amhara …
DN Mamo, TM Yilma, M Fekadie, Y Sebastian, T Bizuayehu, MS Melaku, ...
BMC Medical Informatics and Decision Making 23 (1), 75, 2023
22023
Spatial distribution and machine learning prediction of sexually transmitted infections and associated factors among sexually active men and women in Ethiopia, evidence from …
AA Kebede Kassaw, T Melese Yilma, Y Sebastian, A Yeneneh Birhanu, ...
BMC Infectious Diseases 23 (1), 49, 2023
22023
Understanding the usability of a literature-based discovery system among clinical researchers in Sarawak, Malaysia
CSJ Phang, WT Vong, Y Sebastian, V Raman, PHH Then
International Journal of Technology and Human Interaction (IJTHI) 18 (1), 1-21, 2022
22022
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Articles 1–20