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David F. Van Komen
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Seabed and range estimation of impulsive time series using a convolutional neural network
DF Van Komen, TB Neilsen, K Howarth, DP Knobles, PH Dahl
The Journal of the Acoustical Society of America 147 (5), EL403-EL408, 2020
462020
Seabed type and source parameters predictions using ship spectrograms in convolutional neural networks
DF Van Komen, TB Neilsen, DB Mortenson, MC Acree, DP Knobles, ...
The Journal of the Acoustical Society of America 149 (2), 1198-1210, 2021
262021
Learning location and seabed type from a moving mid-frequency source
TB Neilsen, CD Escobar-Amado, MC Acree, WS Hodgkiss, ...
The Journal of the Acoustical Society of America 149 (1), 692-705, 2021
252021
A convolutional neural network for source range and ocean seabed classification using pressure time-series
D Van Komen, TB Neilsen, DP Knobles, M Badiey
Proceedings of Meetings on Acoustics 36 (1), 2019
132019
Seabed classification from merchant ship-radiated noise using a physics-based ensemble of deep learning algorithms
CD Escobar-Amado, TB Neilsen, JA Castro-Correa, DF Van Komen, ...
The Journal of the Acoustical Society of America 150 (2), 1434-1447, 2021
122021
A CNN for range and seabed estimation on normalized and extracted time-series impulses
DF Van Komen, K Howarth, TB Neilsen, DP Knobles, PH Dahl
IEEE Journal of Oceanic Engineering 47 (3), 833-846, 2022
82022
Seabed classification using a convolutional neural network on explosive sounds
K Howarth, TB Neilsen, DF Van Komen, DP Knobles
IEEE Journal of Oceanic Engineering 47 (3), 670-679, 2021
82021
Optimal experimental design for machine learning using the Fisher information matrix
TB Neilsen, MK Transtrum, DF Van Komen, DP Knobles
The Journal of the Acoustical Society of America 144 (3_Supplement), 1730-1730, 2018
72018
Validating deep learning seabed classification via acoustic similarity
DJ Forman, TB Neilsen, DF Van Komen, DP Knobles
JASA Express Letters 1 (4), 2021
62021
A feedforward neural network for source range and ocean seabed classification using time-domain features
DF Van Komen, TB Neilsen, DP Knobles, M Badiey
Proceedings of Meetings on Acoustics 36 (1), 2019
62019
Characterizing distinct components of tactical aircraft noise sources
DF Van Komen, BM Harker, TB Neilsen, KL Gee, S Hales Swift, AT Wall, ...
The Journal of the Acoustical Society of America 147 (5), 3550-3564, 2020
52020
Effect of signal to noise ratio on a convolutional neural network for source ranging and environmental classification
K Howarth, DF Van Komen, TB Neilsen, DP Knobles, PH Dahl, ...
The Journal of the Acoustical Society of America 146 (4_Supplement), 2961-2962, 2019
32019
Localization of directional noise sources from high-performance military aircraft through subarray beamforming analysis
DF Van Komen, TB Neilsen, BM Harker, KL Gee, SH Swift, M Downing, ...
The Journal of the Acoustical Society of America 144 (3_Supplement), 1671-1671, 2018
22018
Differences in regression, classification, and multi-task deep learning on pressure time series for range and seabed type
DF Van Komen, K Howarth, TB Neilsen, DP Knobles
The Journal of the Acoustical Society of America 148 (4_Supplement), 2727-2727, 2020
12020
A convolutional neural network applied to measured time series for source range and ocean seabed classification
DF Van Komen, TB Neilsen, DP Knobles, PH Dahl, DR Dall'Osto
The Journal of the Acoustical Society of America 146 (4_Supplement), 2930-2930, 2019
12019
A FNN for source range and ocean environment classification using time-domain features
DF Van Komen, DP Knobles, TB Neilsen, M Badiey
The Journal of the Acoustical Society of America 145 (3_Supplement), 1935-1935, 2019
12019
Optimal experimental design for machine learning using the Fisher information
TB Neilsen, DF Van Komen, MK Transtrum, MB Allen, DP Knobles
Proceedings of Meetings on Acoustics 35 (1), 2018
12018
Comparing two inverse array methods for source reconstructions of noise radiated from a high-performance jet aircraft
JA Ward, KM Leete, KL Gee, DF Van Komen, TB Neilsen, AT Wall, ...
The Journal of the Acoustical Society of America 144 (3_Supplement), 1671-1671, 2018
12018
Comparison of seabed classification using unsupervised and supervised learning on ship noise spectrograms
TB Neilsen, B Wu, CE Dobbs, CA Escobar-Amado, JA Castro-Correa, ...
OCEANS 2023-Limerick, 1-7, 2023
2023
Effect of environmental uncertainty on source localization from mid-frequency tonals using convolutional neural networks
TB Neilsen, C Escobar, MC Acree, W Hodgkiss, DF Van Komen, ...
The Journal of the Acoustical Society of America 148 (4_Supplement), 2544-2544, 2020
2020
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