Emerging approaches in literature-based discovery: techniques and performance review Y Sebastian, EG Siew, SO Orimaye The Knowledge Engineering Review 32, 2017 | 54 | 2017 |
Learning the heterogeneous bibliographic information network for literature-based discovery Y Sebastian, EG Siew, SO Orimaye Knowledge-Based Systems 115, 66-79, 2017 | 47 | 2017 |
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 | 46 | 2020 |
The boundary-spanning mechanisms of Nobel Prize winning papers Y Sebastian, C Chen PloS one 16 (8), e0254744, 2021 | 24 | 2021 |
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 | 13 | 2023 |
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 | 13 | 2011 |
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 | 10 | 2023 |
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 | 10 | 2015 |
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 | 7 | 2021 |
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 | 5 | 2017 |
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 | 5 | 2009 |
Impact on student learning from traditional continuous assessment and an e-assessment proposal SM Jacob, B Issac, Y Sebastian | 5 | 2006 |
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 | 4 | 2023 |
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 | 4 | 2022 |
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 | 3 | 2023 |
NNR-GL: A Measure to Detect Co-Nonlinearity Based on Neural Network Regression Regularized by Group Lasso M Ohsaki, N Kishimoto, H Sasaki, R Ikeura, S Katagiri, K Ohnishi, ... IEEE Access 9, 132033-132052, 2021 | 3 | 2021 |
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 | 3 | 2019 |
Literature-based discovery by learning heterogeneous bibliographic information networks Y Sebastian Diss. Monash University, 2017 | 3 | 2017 |
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 | 3 | 2014 |
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 | 3 | 2009 |