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Ivan Kiskin
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2020 – today
- 2024
- [j3]Harry Coppock, George Nicholson, Ivan Kiskin, Vasiliki Koutra, Kieran Baker
, Jobie Budd
Audio-based AI classifiers show no evidence of improved COVID-19 screening over simple symptoms checkers. Nat. Mac. Intell. 6(2): 229-242 (2024) - 2023
- [j2]Inês Nolasco
Learning to detect an animal sound from five examples. Ecol. Informatics 77: 102258 (2023) - [i14]Inês Nolasco, Shubhr Singh, Veronica Morfi, Vincent Lostanlen, Ariana Strandburg-Peshkin, Ester Vidaña-Vila, Lisa F. Gill, Hanna Pamula, Helen Whitehead, Ivan Kiskin, Frants H. Jensen, Joe Morford, Michael G. Emmerson, Elisabetta Versace, Emily Grout, Haohe Liu, Dan Stowell:
Learning to detect an animal sound from five examples. CoRR abs/2305.13210 (2023) - [i13]Benjamin Walker, Felix Krones, Ivan Kiskin, Guy Parsons
Dual Bayesian ResNet: A Deep Learning Approach to Heart Murmur Detection. CoRR abs/2305.16691 (2023) - [i12]Inês Nolasco, Burooj Ghani
Few-shot bioacoustic event detection at the DCASE 2023 challenge. CoRR abs/2306.09223 (2023) - 2022
- [c8]Benjamin Walker
Dual Bayesian ResNet: A Deep Learning Approach to Heart Murmur Detection. CinC 2022: 1-4 - [c7]Inês Nolasco, Shubhr Singh, E. Vidaña-Villa, Emily Grout, J. Morford, Michael G. Emmerson, Frants H. Jensen, Ivan Kiskin, Helen Whitehead, Ariana Strandburg-Peshkin, Lisa F. Gill, Hanna Pamula, Vincent Lostanlen, Veronica Morfi, Dan Stowell:
Few-Shot Bioacoustic Event Detection at the DCASE 2022 Challenge. DCASE 2022 - [c6]Björn W. Schuller, Anton Batliner, Shahin Amiriparian
The ACM Multimedia 2022 Computational Paralinguistics Challenge: Vocalisations, Stuttering, Activity, & Mosquitoes. ACM Multimedia 2022: 7120-7124 - [d2]Ivan Kiskin
The HumBug Challenge: ComParE 2022. Zenodo, 2022 - [i11]Björn W. Schuller, Anton Batliner, Shahin Amiriparian
The ACM Multimedia 2022 Computational Paralinguistics Challenge: Vocalisations, Stuttering, Activity, & Mosquitoes. CoRR abs/2205.06799 (2022) - [i10]Inês Nolasco
Few-shot bioacoustic event detection at the DCASE 2022 challenge. CoRR abs/2207.07911 (2022) - [i9]Jobie Budd, Kieran Baker, Emma Karoune, Harry Coppock, Selina Patel
A large-scale and PCR-referenced vocal audio dataset for COVID-19. CoRR abs/2212.07738 (2022) - [i8]Harry Coppock, George Nicholson, Ivan Kiskin, Vasiliki Koutra, Kieran Baker, Jobie Budd, Richard Payne, Emma Karoune, David Hurley, Alexander Titcomb, Sabrina Egglestone, Ana Tendero Cañadas, Lorraine Butler, Radka Jersakova, Jonathon Mellor, Selina Patel
Audio-based AI classifiers show no evidence of improved COVID-19 screening over simple symptoms checkers. CoRR abs/2212.08570 (2022) - [i7]Davide Pigoli, Kieran Baker, Jobie Budd, Lorraine Butler, Harry Coppock, Sabrina Egglestone, Steven G. Gilmour, Chris C. Holmes, David Hurley, Radka Jersakova, Ivan Kiskin, Vasiliki Koutra, Jonathon Mellor, George Nicholson, Joe Packham, Selina Patel
Statistical Design and Analysis for Robust Machine Learning: A Case Study from COVID-19. CoRR abs/2212.08571 (2022) - 2021
- [c5]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:
HumBugDB: A Large-scale Acoustic Mosquito Dataset. NeurIPS Datasets and Benchmarks 2021 - [c4]Ivan Kiskin
Automatic Acoustic Mosquito Tagging with Bayesian Neural Networks. ECML/PKDD (4) 2021: 351-366 - [d1]Ivan Kiskin
HumBugDB: a large-scale acoustic mosquito dataset. Zenodo, 2021 - [i6]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 J. Willis, Stephen J. Roberts:
HumBugDB: A Large-scale Acoustic Mosquito Dataset. CoRR abs/2110.07607 (2021) - 2020
- [b1]Ivan Kiskin:
Machine learning for acoustic mosquito detection. University of Oxford, UK, 2020 - [j1]Ivan Kiskin
Bioacoustic detection with wavelet-conditioned convolutional neural networks. Neural Comput. Appl. 32(4): 915-927 (2020) - [c3]Bingqing Liu, Ivan Kiskin
An Overview of Gaussian process Regression for Volatility Forecasting. ICAIIC 2020: 681-686 - [c2]Ivan Kiskin
Humbug Zooniverse: A Crowd-Sourced Acoustic Mosquito Dataset. ICASSP 2020: 916-920 - [i5]Ivan Kiskin, Adam D. Cobb, Lawrence Wang, Stephen Roberts:
HumBug Zooniverse: a crowd-sourced acoustic mosquito dataset. CoRR abs/2001.04733 (2020)
2010 – 2019
- 2019
- [i4]Ivan Kiskin
Super-resolution of Time-series Labels for Bootstrapped Event Detection. CoRR abs/1906.00254 (2019) - 2018
- [c1]Yunpeng Li, Ivan Kiskin, Marianne Sinka, Davide Zilli, Henry Chan, Eva Herreros-Moya, Theeraphap Chareonviriyaphap, Rungarun Tisgratog, Kathy Willis, Stephen J. Roberts:
Fast mosquito acoustic detection with field cup recordings: an initial investigation. DCASE 2018: 153-157 - 2017
- [i3]Ivan Kiskin
Mosquito Detection with Neural Networks: The Buzz of Deep Learning. CoRR abs/1705.05180 (2017) - [i2]Yunpeng Li, Davide Zilli, Henry C. B. Chan, Ivan Kiskin
Mosquito detection with low-cost smartphones: data acquisition for malaria research. CoRR abs/1711.06346 (2017) - [i1]Yunpeng Li, Ivan Kiskin
Cost-sensitive detection with variational autoencoders for environmental acoustic sensing. CoRR abs/1712.02488 (2017)
Coauthor Index
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