Yakub Sebastian

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 14

Top Topics

Machine Learning

Predicting Future

Bibliographic Information

Top Venues

BMC Medical Informatics Decis. Mak.

Frontiers Res. Metrics Anal.

Publications

Yakub Sebastian, Neil R. Smalheiser
Editorial: Emerging areas in literature-based discovery. Frontiers Res. Metrics Anal. 8 (2023)
Shimels Derso Kebede, Yakub Sebastian, Abraham Yeneneh, Ashenafi Fentahun Chanie, Mequannent Sharew Melaku, Agmasie Damtew Walle
Prediction of contraceptive discontinuation among reproductive-age women in Ethiopia using Ethiopian Demographic and Health Survey 2016 Dataset: A Machine Learning Approach. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Daniel Niguse Mamo, Tesfahun Melese Yilma, Makida Fekadie, Yakub Sebastian, Tilahun Bizuayehu, Mequannent Sharew Melaku, Agmasie Damtew Walle
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. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Choon Lin Tan, Kang-Leng Chiew, Kelvin S. C. Yong, Yakub Sebastian, Joel Chia Ming Than, Wei King Tiong
Hybrid phishing detection using joint visual and textual identity. Expert Syst. Appl. 220 (2023)
Celina Sze Jun Phang, Wan-Tze Vong, Yakub Sebastian, Valliappan Raman, Patrick Hang Hui Then
Understanding the Usability of a Literature-Based Discovery System Among Clinical Researchers in Sarawak, Malaysia. Int. J. Technol. Hum. Interact. 18 (1) (2022)
Miho Ohsaki, Naoya Kishimoto, Hayato Sasaki, Ryoji Ikeura, Shigeru Katagiri, Kei Ohnishi, Yakub Sebastian, Patrick H. H. Then
NNR-GL: A Measure to Detect Co-Nonlinearity Based on Neural Network Regression Regularized by Group Lasso. IEEE Access 9 (2021)
Yakub Sebastian, Chaomei Chen
The Boundary-Spanning Mechanisms of Nobel Prize Winning Papers. CoRR (2021)
Miho Ohsaki, Hayato Sasaki, Naoya Kishimoto, Shigeru Katagiri, Kei Ohnishi, Yakub Sebastian, Patrick H. H. Then
Evaluation of the Neural-network-based Method to Discover Sets and Representatives of Nonlinearly Dependent Variables. CYBCONF (2021)
Choon Lin Tan, Kang-Leng Chiew, Kelvin S. C. Yong, San-Nah Sze, Johari Abdullah, Yakub Sebastian
A graph-theoretic approach for the detection of phishing webpages. Comput. Secur. 95 (2020)
Yakub Sebastian, Jason Thomas Chew, Xun Ting Tiong, Valliappan Raman, Alan Yean Yip Fong, Patrick Hang Hui Then
Anomaly Detection from Diabetes Similarity Graphs using Community Detection and Bayesian Techniques. IMCOM (2018)
Yakub Sebastian
Literature-Based Discovery by Learning Heterogeneous Bibliographic Information Networks. SIGIR Forum 51 (1) (2017)
Yakub Sebastian, Eu-Gene Siew, Sylvester Olubolu Orimaye
Emerging approaches in literature-based discovery: techniques and performance review. Knowl. Eng. Rev. 32 (2017)
Yakub Sebastian, Eu-Gene Siew, Sylvester Olubolu Orimaye
Learning the heterogeneous bibliographic information network for literature-based discovery. Knowl. Based Syst. 115 (2017)
Yakub Sebastian, Eu-Gene Siew, Sylvester Olubolu Orimaye
Predicting Future Links Between Disjoint Research Areas Using Heterogeneous Bibliographic Information Network. PAKDD (2) (2015)
Yakub Sebastian
Cluster links prediction for literature based discovery using latent structure and semantic features. SIGIR (2014)
Yakub Sebastian, Patrick Hang Hui Then
Domain-driven KDD for mining functionally novel rules and linking disjoint medical hypotheses. Knowl. Based Syst. 24 (5) (2011)
Yakub Sebastian, Brian Chung Shiong Loh, Patrick Hang Hui Then
A Paradigm Shift: Combined Literature and Ontology-Driven Data Mining for Discovering Novel Relations in Biomedical Domain. ICDM Workshops (2009)
Seibu Mary Jacob, Biju Issac, Yakub Sebastian
Impact on Student Learning From Traditional Continuous Assessment and an E-Assessment Proposal. PACIS (2006)