Roberto La Ragione

According to our database, Roberto La Ragione authored at least 6 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

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.

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

PLoS Comput. Biol., January, 2024

2023

Rectified Classifier Chains for Prediction of Antibiotic Resistance From Multi-Labelled Data With Missing Labels.

Mukunthan Tharmakulasingam, Brian Gardner, Roberto La Ragione, Anil Fernando

IEEE ACM Trans. Comput. Biol. Bioinform., 2023

TransAMR: An Interpretable Transformer Model for Accurate Prediction of Antimicrobial Resistance Using Antibiotic Administration Data.

Mukunthan Tharmakulasingam, Wenwu Wang, Michael Kerby, Roberto La Ragione, Anil Fernando

IEEE Access, 2023

2022

Explainable Deep Learning Approach for Multilabel Classification of Antimicrobial Resistance With Missing Labels.

Mukunthan Tharmakulasingam, Brian Gardner, Roberto La Ragione, Anil Fernando

IEEE Access, 2022

2020

Backward Feature Elimination for Accurate Pathogen Recognition Using Portable Electronic Nose.

Mukunthan Tharmakulasingam, Cihan Topal, Anil Fernando, Roberto La Ragione

Proceedings of the 2020 IEEE International Conference on Consumer Electronics (ICCE), 2020

2019

Improved Pathogen Recognition using Non-Euclidean Distance Metrics andWeighted kNN.

Mukunthan Tharmakulasingam, Cihan Topal, Anil Fernando, Roberto La Ragione

Proceedings of the ICBBE '19: 2019 6th International Conference on Biomedical and Bioinformatics Engineering, 2019