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 | 47 | 2020 |
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 | 28 | 2021 |
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 | 27 | 2021 |
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 | 14 | 2021 |
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 | 13 | 2019 |
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 | 8 | 2022 |
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 | 8 | 2021 |
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 | 7 | 2019 |
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 | 7 | 2018 |
Validating deep learning seabed classification via acoustic similarity DJ Forman, TB Neilsen, DF Van Komen, DP Knobles JASA Express Letters 1 (4), 2021 | 6 | 2021 |
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 | 5 | 2020 |
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 | 3 | 2019 |
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 | 2 | 2018 |
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 | 2 | 2018 |
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 | 1 | 2020 |
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 | 1 | 2019 |
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 | 1 | 2019 |
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 | 1 | 2018 |
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<? show $132#?> 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 |