Articles with public access mandates - Amir AverbuchLearn more
Not available anywhere: 1
Multi-view kernel-based data analysis
A Averbuch, M Salhov, O Lindenbaum, A Silberschatz, Y Shkolnisky
2016 IEEE International Conference on the Science of Electrical Engineering …, 2016
Mandates: US National Science Foundation
Available somewhere: 16
Randomized LU decomposition
G Shabat, Y Shmueli, Y Aizenbud, A Averbuch
Applied and Computational Harmonic Analysis 44 (2), 246-272, 2018
Mandates: US National Science Foundation
Delineation of malignant skin tumors by hyperspectral imaging using diffusion maps dimensionality reduction
V Zheludev, I Pölönen, N Neittaanmäki-Perttu, A Averbuch, ...
Biomedical Signal Processing and Control 16, 48-60, 2015
Mandates: Finnish Funding Agency for Innovation
Gaussian bandwidth selection for manifold learning and classification
O Lindenbaum, M Salhov, A Yeredor, A Averbuch
Data mining and knowledge discovery 34 (6), 1676-1712, 2020
Mandates: US National Science Foundation
L0-sparse canonical correlation analysis
O Lindenbaum, M Salhov, A Averbuch, Y Kluger
International Conference on Learning Representations, 2021
Mandates: US National Institutes of Health
Randomized LU decomposition using sparse projections
Y Aizenbud, G Shabat, A Averbuch
Computers & Mathematics with Applications 72 (9), 2525-2534, 2016
Mandates: US National Science Foundation
Multi-view kernel consensus for data analysis
M Salhov, O Lindenbaum, Y Aizenbud, A Silberschatz, Y Shkolnisky, ...
Applied and Computational Harmonic Analysis 49 (1), 208-228, 2020
Mandates: US National Science Foundation
Gear classification and fault detection using a diffusion map framework
T Sipola, T Ristaniemi, A Averbuch
Pattern Recognition Letters 53, 53-61, 2015
Mandates: Finnish Funding Agency for Innovation
Image inpainting using directional wavelet packets originating from polynomial splines
A Averbuch, P Neittaanmäki, V Zheludev, M Salhov, J Hauser
Signal Processing: Image Communication 97, 116334, 2021
Mandates: Academy of Finland
Measure-based diffusion grid construction and high-dimensional data discretization
A Bermanis, M Salhov, G Wolf, A Averbuch
Applied and Computational Harmonic Analysis 40 (2), 207-228, 2016
Mandates: US National Science Foundation
Directional wavelet packets originating from polynomial splines
A Averbuch, P Neittaanmäki, V Zheludev
Advances in Computational Mathematics 49 (2), 19, 2023
Mandates: Academy of Finland
Diffusion representations
M Salhov, A Bermanis, G Wolf, A Averbuch
Applied and Computational Harmonic Analysis 45 (2), 324-340, 2018
Mandates: US National Science Foundation
Analytic and directional wavelet packets
AZ Averbuch, P Neittaanmäki, VA Zheludev
2019 13th International conference on Sampling Theory and Applications …, 2019
Mandates: Academy of Finland
Analytic and directional wavelet packets in the space of periodic signals
A Averbuch, P Neittaanmäki, V Zheludev
Applied and Computational Harmonic Analysis 67, 101571, 2023
Mandates: Academy of Finland
Learning from patches by efficient spectral decomposition of a structured kernel
M Salhov, A Bermanis, G Wolf, A Averbuch
Machine Learning 103, 81-102, 2016
Mandates: US National Science Foundation
A Vision Transformer Model for the Prediction of Fatal Arrhythmic Events in Patients with Brugada Syndrome
V Randazzo, S Caligari, E Pasero, C Giustetto, A Saglietto, W Bertarello, ...
Sensors 25 (3), 824, 2025
Mandates: Academy of Finland
Directional Wavelet Packets for Image Processing
A Averbuch, V Zheludev
Impact of Scientific Computing on Science and Society, 327-344, 2023
Mandates: Academy of Finland
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