Yakub Sebastian

26 papers A* 1Journal 19Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	An interpretable approach for schizophrenia classification using fMRI and sMRI features. Health Inf. Sci. Syst. Archita Chakraborty, Linkon Chowdhury, Selvarajah Thuseethan, Yakub Sebastian
2026	J	`jnl`	U-FedTomAtt: Ultra-lightweight Federated Learning with Attention for Tomato Disease Recognition. CoRR Romiyal George, Sathiyamohan Nishankar, Selvarajah Thuseethan, Chathrie Wimalasooriya, Yakub Sebastian, Roshan G. Ragel, Zhongwei Liang
2025	J	`jnl`	Correction: 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. Daniel Niguse Mamo, Tesfahun Melese Yilma, Makda Fekadie Tewelgne, Yakub Sebastian, Tilahun Bizuayehu, Mequannent Sharew Melaku, Agmasie Damtew Walle
2025	J	`jnl`	Diffusion-based knowledge distillation for effective multi-organ segmentation with reduced computational time. Comput. Biol. Medicine Mohaimenul Azam Khan Raiaan, Md. Abdur Rahman, Sami Azam, Kheng Cher Yeo, Yakub Sebastian, Mirjam Jonkman
2025	J	`jnl`	Generative Artificial Intelligence in Bioinformatics: A Systematic Review of Models, Applications, and Methodological Advances. CoRR Riasad Alvi, Sayeem Been Zaman, Wasimul Karim, Arefin Ittesafun Abian, Mohaimenul Azam Khan Raiaan, Saddam Hossain Mukta, Md. Rafi Ur Rashid, Md Rafiqul Islam, Yakub Sebastian, Sami Azam
2025	J	`jnl`	Mitigating Hallucinations in Healthcare LLMs with Granular Fact-Checking and Domain-Specific Adaptation. CoRR Musarrat Zeba, Abdullah Al Mamun, Kishoar Jahan Tithee, Debopom Sutradhar, Mohaimenul Azam Khan Raiaan, Saddam Hossain Mukta, Reem E. Mohamed, Md Rafiqul Islam, Yakub Sebastian, Mukhtar Hussain, Sami Azam
2024	—	`conf`	A Systematic Review and Comprehensive Analysis of AI-Enabled Re-Skilling and Upskilling in Education: Transformative Strategies for the Future. ITHET Abdallah Al Tawara, Jamal El-Den, Ergun Gide, Yakub Sebastian
2024	J	`jnl`	Distinguishing Human Journalists from Artificial Storytellers Through Stylistic Fingerprints. Comput. Van Hieu Tran, Yakub Sebastian, Asif Karim, Sami Azam
2023	J	`jnl`	Editorial: Emerging areas in literature-based discovery. Frontiers Res. Metrics Anal. Yakub Sebastian, Neil R. Smalheiser
2023	J	`jnl`	Hybrid phishing detection using joint visual and textual identity. Expert Syst. Appl. Choon Lin Tan, Kang-Leng Chiew, Kelvin Sheng Chek Yong, Yakub Sebastian, Joel Chia Ming Than, Wei King Tiong
2023	J	`jnl`	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. Daniel Niguse Mamo, Tesfahun Melese Yilma, Makida Fekadie, Yakub Sebastian, Tilahun Bizuayehu, Mequannent Sharew Melaku, Agmasie Damtew Walle
2023	J	`jnl`	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. Shimels Derso Kebede, Yakub Sebastian, Abraham Yeneneh, Ashenafi Fentahun Chanie, Mequannent Sharew Melaku, Agmasie Damtew Walle
2022	J	`jnl`	Understanding the Usability of a Literature-Based Discovery System Among Clinical Researchers in Sarawak, Malaysia. Int. J. Technol. Hum. Interact. Celina Sze Jun Phang, Wan-Tze Vong, Yakub Sebastian, Valliappan Raman, Patrick Hang Hui Then
2021	—	`conf`	Evaluation of the Neural-network-based Method to Discover Sets and Representatives of Nonlinearly Dependent Variables. CYBCONF Miho Ohsaki, Hayato Sasaki, Naoya Kishimoto, Shigeru Katagiri, Kei Ohnishi, Yakub Sebastian, Patrick H. H. Then
2021	J	`jnl`	NNR-GL: A Measure to Detect Co-Nonlinearity Based on Neural Network Regression Regularized by Group Lasso. IEEE Access Miho Ohsaki, Naoya Kishimoto, Hayato Sasaki, Ryoji Ikeura, Shigeru Katagiri, Kei Ohnishi, Yakub Sebastian, Patrick H. H. Then
2021	J	`jnl`	The Boundary-Spanning Mechanisms of Nobel Prize Winning Papers. CoRR Yakub Sebastian, Chaomei Chen
2020	J	`jnl`	A graph-theoretic approach for the detection of phishing webpages. Comput. Secur. Choon Lin Tan, Kang-Leng Chiew, Kelvin Sheng Chek Yong, San-Nah Sze, Johari Abdullah, Yakub Sebastian
2018	—	`conf`	Anomaly Detection from Diabetes Similarity Graphs using Community Detection and Bayesian Techniques. IMCOM Yakub Sebastian, Jason Thomas Chew, Xun Ting Tiong, Valliappan Raman, Alan Yean Yip Fong, Patrick Hang Hui Then
2017	J	`jnl`	Emerging approaches in literature-based discovery: techniques and performance review. Knowl. Eng. Rev. Yakub Sebastian, Eu-Gene Siew, Sylvester Olubolu Orimaye
2017	J	`jnl`	Learning the heterogeneous bibliographic information network for literature-based discovery. Knowl. Based Syst. Yakub Sebastian, Eu-Gene Siew, Sylvester Olubolu Orimaye
2017	J	`jnl`	Literature-Based Discovery by Learning Heterogeneous Bibliographic Information Networks. SIGIR Forum Yakub Sebastian
2015	—	`conf`	Predicting Future Links Between Disjoint Research Areas Using Heterogeneous Bibliographic Information Network. PAKDD (2) Yakub Sebastian, Eu-Gene Siew, Sylvester Olubolu Orimaye
2014	A*	`conf`	Cluster links prediction for literature based discovery using latent structure and semantic features. SIGIR Yakub Sebastian
2011	J	`jnl`	Domain-driven KDD for mining functionally novel rules and linking disjoint medical hypotheses. Knowl. Based Syst. Yakub Sebastian, Patrick Hang Hui Then
2009	—	`conf`	A Paradigm Shift: Combined Literature and Ontology-Driven Data Mining for Discovering Novel Relations in Biomedical Domain. ICDM Workshops Yakub Sebastian, Brian Chung Shiong Loh, Patrick Hang Hui Then
2006	—	`conf`	Impact on Student Learning From Traditional Continuous Assessment and an E-Assessment Proposal. PACIS Seibu Mary Jacob, Biju Issac, Yakub Sebastian