Roberto La Ragione

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 6

Top Topics

Feature Elimination

Multilabel Classification

Top Venues

IEEE ACM Trans. Comput. Biol. Bioinform.

Publications

Giovanni Lo Iacono, Alasdair J. C. Cook, Gianne Derks, Lora E. Fleming, Nigel French, Emma L. Gillingham, Laura C. Gonzalez Villeta, Clare Heaviside, Roberto La Ragione, Giovanni Leonardi, Christophe E. Sarran, Sotiris Vardoulakis, Francis Senyah, Arnoud H. M. van Vliet, Gordon Nichols
A mathematical, classical stratification modeling approach to disentangling the impact of weather on infectious diseases: A case study using spatio-temporally disaggregated Campylobacter surveillance data for England and Wales. PLoS Comput. Biol. 20 (1) (2024)
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)
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)