Davide Zilli

According to our database, Davide Zilli authored at least 14 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A Bayesian Approach for Prioritising Driving Behaviour Investigations in Telematic Auto Insurance Policies.

Mark McLeod, Bernardo Pérez Orozco, Nika Lee, Davide Zilli

CoRR, 2024

2022

The HumBug Challenge: ComParE 2022.

Ivan Kiskin, Lawrence Wang, Marianne Sinka, Adam D. Cobb, Benjamin Gutteridge, Davide Zilli, Alexandru Constantin, Andreas Pentaliotis, Waqas Rafique, Rinita Dam, Theodoros Marinos, Yunpeng Li, Gerard Killeen, Dickson Msaky, Emmanuel Kaindoa, Kathy Willis, Steve J. Roberts

Dataset, April, 2022

2021

HumBugDB: a large-scale acoustic mosquito dataset.

Ivan Kiskin, Lawrence Wang, Marianne Sinka, Adam D. Cobb, Benjamin Gutteridge, Davide Zilli, Waqas Rafique, Rinita Dam, Theodoros Marinos, Yunpeng Li, Gerard Killeen, Dickson Msaky, Emmanuel Kaindoa, Kathy Willis, Steve J. Roberts

Dataset, June, 2021

HumBugDB: A Large-scale Acoustic Mosquito Dataset.

Ivan Kiskin, Marianne Sinka, Adam D. Cobb, Waqas Rafique, Lawrence Wang, Davide Zilli, Benjamin Gutteridge, Rinita Dam, Theodoros Marinos, Yunpeng Li, Dickson Msaky, Emmanuel Kaindoa, Gerard Killeen, Eva Herreros-Moya, Kathy Willis, Stephen J. Roberts

Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

2020

Bioacoustic detection with wavelet-conditioned convolutional neural networks.

Ivan Kiskin, Davide Zilli, Yunpeng Li, Marianne Sinka, Kathy Willis, Stephen J. Roberts

Neural Comput. Appl., 2020

An Automatic Type-Inferential General Latent Feature Model.

Neil Dhir, Tomasz Rudny, Davide Zilli, Alessandra Tosi

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2018

Fast mosquito acoustic detection with field cup recordings: an initial investigation.

Yunpeng Li, Ivan Kiskin, Marianne Sinka, Davide Zilli, Henry Chan, Eva Herreros-Moya, Theeraphap Chareonviriyaphap, Rungarun Tisgratog, Kathy Willis, Stephen J. Roberts

Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events, 2018

2017

Cost-sensitive detection with variational autoencoders for environmental acoustic sensing.

Yunpeng Li, Ivan Kiskin, Davide Zilli, Marianne Sinka, Henry C. B. Chan, Kathy Willis, Stephen J. Roberts

CoRR, 2017

Mosquito detection with low-cost smartphones: data acquisition for malaria research.

Yunpeng Li, Davide Zilli, Henry C. B. Chan, Ivan Kiskin, Marianne Sinka, Stephen J. Roberts, Kathy Willis

CoRR, 2017

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

2015

Smartphone-powered citizen science for bioacoustic monitoring.

Davide Zilli

PhD thesis, 2015

2014

A Hidden Markov Model-Based Acoustic Cicada Detector for Crowdsourced Smartphone Biodiversity Monitoring.

Davide Zilli, Oliver Parson, Geoff V. Merrett, Alex Rogers

J. Artif. Intell. Res., 2014

Field testing a rare species bioacoustic smartphone application: Challenges and future considerations.

Nadia Pantidi, Stuart Moran, Khaled Bachour, Tom Rodden, Davide Zilli, Geoff V. Merrett, Alex Rogers

Proceedings of the 2014 IEEE International Conference on Pervasive Computing and Communication Workshops, 2014

Listening to the forest and its curators: lessons learnt from a bioacoustic smartphone application deployment.

Stuart Moran, Nadia Pantidi, Tom Rodden, Alan Chamberlain, Chloe Griffiths, Davide Zilli, Geoff V. Merrett, Alex Rogers

Proceedings of the CHI Conference on Human Factors in Computing Systems, 2014