Mosquito Detection with Neural Networks: The Buzz of Deep Learning. - Ivan Kiskin; Bernardo Pérez Orozco; Theo Windebank; Davide Zilli; Marianne Sinka; Kathy Willis; Stephen J. Roberts (CoRR, 2017)

MOrdReD: Memory-based Ordinal Regression Deep Neural Networks for Time Series Forecasting. - Bernardo Pérez Orozco; Gabriele Abbati; Stephen J. Roberts (CoRR, 2018)

Zero-shot and few-shot time series forecasting with ordinal regression recurrent neural networks. - Bernardo Pérez Orozco; Stephen J. Roberts (ESANN, 2020)

Recurrent neural networks for time series prediction. - Bernardo Pérez Orozco (2020)

A Bayesian Approach for Prioritising Driving Behaviour Investigations in Telematic Auto Insurance Policies. - Mark McLeod; Bernardo Pérez Orozco; Nika Lee; Davide Zilli (CoRR, 2024)