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Davide Zilli
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Bioacoustic detection with wavelet-conditioned convolutional neural networks
I Kiskin, D Zilli, Y Li, M Sinka, K Willis, S Roberts
Neural Computing and Applications, 1-13, 2018
682018
A Hidden Markov Model-Based Acoustic Cicada Detector for Crowdsourced Smartphone Biodiversity Monitoring
D Zilli, O Parson, GV Merrett, A Rogers
Journal of Artificial Intelligence Research 51, 805-827, 2014
632014
A hidden Markov model-based acoustic cicada detector for crowdsourced smartphone biodiversity monitoring
D Zilli, O Parson, GV Merrett, A Rogers
Proceedings of the Twenty-Third international joint conference on Artificial …, 2013
632013
Mosquito Detection with Neural Networks: The Buzz of Deep Learning
I Kiskin, BP Orozco, T Windebank, D Zilli, M Sinka, K Willis, S Roberts
arXiv preprint arXiv:1705.05180, 2017
442017
Listening to the forest and its curators: lessons learnt from a bioacoustic smartphone application deployment
S Moran, N Pantidi, T Rodden, A Chamberlain, C Griffiths, D Zilli, ...
Proceedings of the 32nd annual ACM conference on Human factors in computing …, 2014
342014
Mosquito detection with low-cost smartphones: data acquisition for malaria research
Y Li, D Zilli, H Chan, I Kiskin, M Sinka, S Roberts, K Willis
arXiv preprint arXiv:1711.06346, 2017
232017
HumBugDB: a large-scale acoustic mosquito dataset
I Kiskin, M Sinka, AD Cobb, W Rafique, L Wang, D Zilli, B Gutteridge, ...
202021
HumBug–An Acoustic Mosquito Monitoring Tool for use on budget smartphones
ME Sinka, D Zilli, Y Li, I Kiskin, D Kirkham, W Rafique, L Wang, H Chan, ...
Methods in Ecology and Evolution, 2021
192021
What we do matters–a time-use app to capture energy relevant activities
P Grünewald, M Diakonova, D Zilli, J Bernard, A Matousek
12*
Fast mosquito acoustic detection with field cup recordings: an initial investigation
Y Li, I Kiskin, M Sinka, D Zilli, H Chan, E Herreros-Moya, ...
Proc Detection and Classification of Acoustic Scenes and Events 2018 …, 2018
82018
Smartphone-powered citizen science for bioacoustic monitoring
D Zilli
University of Southampton, 2015
52015
Cost-sensitive detection with variational autoencoders for environmental acoustic sensing
Y Li, I Kiskin, D Zilli, M Sinka, H Chan, K Willis, S Roberts
arXiv preprint arXiv:1712.02488, 2017
42017
Active sampling to increase the battery life of mosquito-detecting sensor networks
A Cobb, S Roberts, D Zilli
AIMS CDT mini project, 10, 2016
42016
Field testing a rare species bioacoustic smartphone application: Challenges and future considerations
N Pantidi, S Moran, K Bachour, T Rodden, D Zilli, G Merrett, A Rogers
Pervasive Computing and Communications Workshops (PERCOM Workshops), 2014 …, 2014
32014
Design and Comparative Analysis of Single-path and Epidemic Approaches to Information and Energy Management in Wireless Sensor Networks
D Zilli, GV Merrett
Wireless Sensor Systems 2012, 2012
2012
Mosquito Detection For Improved Malaria Vector Modelling
I Kiskin, D Zilli, S Roberts
CO2 Modeller
P Goodwin, PA Wilson, D Zilli, A Rogers
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Articles 1–17