Mukunthan Tharmakulasingam

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 7

Top Topics

Feature Elimination

Multilabel Classification

Top Venues

Knowl. Eng. Rev.

IEEE ACM Trans. Comput. Biol. Bioinform.

Publications

Mukunthan Tharmakulasingam, Wenwu Wang, Michael Kerby, Roberto La Ragione, Anil Fernando
TransAMR: An Interpretable Transformer Model for Accurate Prediction of Antimicrobial Resistance Using Antibiotic Administration Data. IEEE Access 11 (2023)
Mukunthan Tharmakulasingam, Brian Gardner, Roberto La Ragione, Anil Fernando
Rectified Classifier Chains for Prediction of Antibiotic Resistance From Multi-Labelled Data With Missing Labels. IEEE ACM Trans. Comput. Biol. Bioinform. 20 (1) (2023)
Mukunthan Tharmakulasingam, Brian Gardner, Roberto La Ragione, Anil Fernando
Explainable Deep Learning Approach for Multilabel Classification of Antimicrobial Resistance With Missing Labels. IEEE Access 10 (2022)
Méabh MacMahon, Woochang Hwang, Soorin Yim, Eoghan MacMahon, Alexandre Abraham, Justin Barton, Mukunthan Tharmakulasingam, Paul Bilokon, Vasanthi Priyadarshini Gaddi, Namshik Han
Identification and validation of Triamcinolone and Gallopamil as treatments for early COVID-19 via an in silico repurposing pipeline. CoRR (2021)
Jeyakumar Samantha Tharani, Mukunthan Tharmakulasingam, Vallipuram Muthukkumarasamy
A blockchain-based database management system. Knowl. Eng. Rev. 35 (2020)
Mukunthan Tharmakulasingam, Cihan Topal, Anil Fernando, Roberto La Ragione
Backward Feature Elimination for Accurate Pathogen Recognition Using Portable Electronic Nose. ICCE (2020)
Mukunthan Tharmakulasingam, Cihan Topal, Anil Fernando, Roberto La Ragione
Improved Pathogen Recognition using Non-Euclidean Distance Metrics andWeighted kNN. ICBBE (2019)