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Bernice Kubicek
Bernice Kubicek
Ph.D. Candidate, University of Iowa
Adresse e-mail validée de uiowa.edu
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Sonar target representation using two-dimensional Gabor wavelet features
B Kubicek, A Sen Gupta, I Kirsteins
The Journal of the Acoustical Society of America 148 (4), 2061-2072, 2020
152020
Canonical correlation analysis as a feature extraction method to classify active sonar targets with shallow neural networks
B Kubicek, A Sen Gupta, I Kirsteins
The Journal of the Acoustical Society of America 152 (5), 2893-2904, 2022
32022
Signal processing methods to interpret polychlorinated biphenyls in airborne samples
RA McCarthy, AS Gupta, B Kubicek, AM Awad, A Martinez, RF Marek, ...
IEEE access 8, 147738-147755, 2020
32020
Feature Extraction and Classification of Simulated Monostatic Acoustic Echoes from Spherical Targets of Various Materials Using Convolutional Neural Networks
B Kubicek, A Sen Gupta, I Kirsteins
Journal of Marine Science and Engineering 11 (3), 571, 2023
22023
Feature Engineering and Classification of Elastic Waves from Partial Wave Simulations of Active Sonar Targets
B Kubicek, AS Gupta, I Kirsteins
OCEANS 2022, Hampton Roads, 1-5, 2022
22022
Geometric Feature Representation in Active Sonar Signal Processing
AS Gupta, B Kubicek, A Christensen, I Kirsteins
OCEANS 2022-Chennai, 1-5, 2022
22022
Feature Engineering and Interpretation of Active Sonar Data Using Geometric Wavelets and Support Vector Machines
B Kubicek, AS Gupta, I Kirsteins
OCEANS 2021: San Diego–Porto, 1-5, 2021
22021
Harnessing Gabor Wavelet Feature Localization with Diverse Machine Learning Techniques for Sonar Target Classification
B Kubicek, AS Gupta, I Kirsteins
Global Oceans 2020: Singapore–US Gulf Coast, 1-5, 2020
22020
Braid feature extraction and representation of active sonar data
B Kubicek, A Sen Gupta, I Kirsteins
The Journal of the Acoustical Society of America 152 (4), A39-A39, 2022
12022
SCDeep: Single-Channel Depth Encoding for 3D-Range Geometry Compression Utilizing Deep-Learning Techniques
MG Finley, BS Schwartz, JY Nishimura, B Kubicek, T Bell
Photonics 9 (7), 449, 2022
12022
Statistical-based feature extraction and classification of active sonar data
B Kubicek, A Sen Gupta, I Kirsteins
The Journal of the Acoustical Society of America 151 (4), A267-A268, 2022
12022
Active sonar target classification using a physics-cognizant feature representation
B Kubicek, A Sen Gupta, I Kirsteins
The Journal of the Acoustical Society of America 149 (4_Supplement), A55-A56, 2021
12021
Explainable artificial intelligence: Linking domain knowledge and machine interpretation using cognitive sampling of acoustical datasets
AS Gupta, B Kubicek, RA McCarthy, T Linhardt, L Hermann, M Kemerling
The Journal of the Acoustical Society of America 149 (4_Supplement), A36-A37, 2021
12021
Peak-cognizant Signal Processing of Raw Instrument Signals to Quantify Environmental Weathering of Contaminants from the Deepwater Horizon Spill
B Kubicek, AS Gupta, F MullerDahlberg, A Zelenski, R Wong, E Overton
Global Oceans 2020: Singapore–US Gulf Coast, 1-8, 2020
12020
Representing sonar target spectral features using a two-dimensional Gabor wavelet
B Kubicek, A Sen Gupta, I Kirsteins
The Journal of the Acoustical Society of America 148 (4), 2586-2586, 2020
12020
Comparison of manifold representations of sonar data
B Kubicek, A Sen Gupta, I Kirsteins
The Journal of the Acoustical Society of America 153 (3_supplement), A178-A178, 2023
2023
Active Sonar Automatic Target Recognition Using Explainable Artificial Intelligence
B Kubicek
The University of Iowa, 2023
2023
Sonar acoustic feature interpretation using braid manifolds
A Sen Gupta, B Kubicek, AJ Christensen, T Linhardt, I Kirsteins
The Journal of the Acoustical Society of America 151 (4), A102-A102, 2022
2022
Raw signal processing and graph-based visualization to autonomously interpret large repositories of GC-MS data: applications to oil spill weathering studies
A Sengupta, B Kubicek, F MullerDahlberg, A Zelensky, RL Wong, ...
AGU Fall Meeting Abstracts 2020, SY047-10, 2020
2020
Linking domain knowledge and machine interpretation using braid theory and cognitive sampling: Applications to underwater acoustics, and machine interpretation of melodic …
A Sen Gupta, B Kubicek, K Sobieski, T Majumdar
The Journal of the Acoustical Society of America 148 (4), 2767-2767, 2020
2020
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