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Neta Rabin
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2020 – today
- 2024
- [j21]Ido Muller, Zehava Ovadia-Blechman, Noam Moyal, Noa Darchi, Oshrit Hoffer, Moshe Halak, Neta Rabin:
Combining thermal imaging and machine learning to noninvasively characterize palm perfusion during local blood pressure changes. Biomed. Signal Process. Control. 92: 106109 (2024) - [j20]Raphael Shuhendler, Neta Rabin:
Dynamic artist-based embeddings with application to playlist generation. Eng. Appl. Artif. Intell. 129: 107604 (2024) - [j19]Assaf Zadka, Neta Rabin, Eran Gazit, Anat Mirelman, Alice Nieuwboer, Lynn Rochester, Silvia Del Din, Elisa Pelosin, Laura Avanzino, Bastiaan R. Bloem, Ugo Della Croce, Andrea Cereatti, Jeffrey M. Hausdorff:
A wearable sensor and machine learning estimate step length in older adults and patients with neurological disorders. npj Digit. Medicine 7(1) (2024) - 2023
- [j18]Vivian Simon, Neta Rabin, Hila Chalutz Ben-Gal:
Utilizing data driven methods to identify gender bias in LinkedIn profiles. Inf. Process. Manag. 60(5): 103423 (2023) - [j17]Anat Ratnovsky, Sarit Malayev, Shahar Ratnovsky, Sara Naftali, Neta Rabin:
EMG-based speech recognition using dimensionality reduction methods. J. Ambient Intell. Humaniz. Comput. 14(1): 597-607 (2023) - [j16]Neta Rabin, Ángela Fernández, Dalia Fishelov:
Multiscale extensions for enhancing coarse grid computations. J. Comput. Appl. Math. 427: 115116 (2023) - [i3]Shir Friedman, Gonen Singer, Neta Rabin:
Graph-based Extreme Feature Selection for Multi-class Classification Tasks. CoRR abs/2303.01792 (2023) - 2022
- [j15]Alex Knish, Neta Rabin:
Thermal heat distribution features for hand identification. Expert Syst. Appl. 203: 117462 (2022) - [j14]Itay Niv, Yuri Bregman, Neta Rabin:
Identification of Mine Explosions Using Manifold Learning Techniques. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [c8]Neta Rabin, Ben Hen, Ángela Fernández:
Improving Laplacian Pyramids Regression with Localization in Frequency and Time. ESANN 2022 - 2020
- [j13]Ángela Fernández, Neta Rabin, Dalia Fishelov, José R. Dorronsoro:
Auto-adaptive multi-scale Laplacian Pyramids for modeling non-uniform data. Eng. Appl. Artif. Intell. 93: 103682 (2020) - [j12]Neta Rabin, Maayan Kahlon, Sarit Malayev, Anat Ratnovsky:
Classification of human hand movements based on EMG signals using nonlinear dimensionality reduction and data fusion techniques. Expert Syst. Appl. 149: 113281 (2020) - [j11]Ofir Lindenbaum, Neta Rabin, Yuri Bregman, Amir Averbuch:
Seismic Event Discrimination Using Deep CCA. IEEE Geosci. Remote. Sens. Lett. 17(11): 1856-1860 (2020) - [c7]Neta Rabin:
Multi-Directional Laplacian Pyramids for Completion of Missing Data Entries. ESANN 2020: 709-714
2010 – 2019
- 2019
- [j10]Neta Rabin, Dalia Fishelov:
Two directional Laplacian pyramids with application to data imputation. Adv. Comput. Math. 45(4): 2123-2146 (2019) - [j9]Neta Rabin, Maya Golan, Gonen Singer, Dvir Kleper:
Modeling and Analysis of Students' Performance Trajectories using Diffusion Maps and Kernel Two-Sample Tests. Eng. Appl. Artif. Intell. 85: 492-503 (2019) - 2018
- [j8]Neta Rabin, Dalia Fishelov:
Multi-scale kernels for Nyström based extension schemes. Appl. Math. Comput. 319: 165-177 (2018) - [j7]Ofir Lindenbaum, Yuri Bregman, Neta Rabin, Amir Averbuch:
Multiview Kernels for Low-Dimensional Modeling of Seismic Events. IEEE Trans. Geosci. Remote. Sens. 56(6): 3300-3310 (2018) - 2017
- [j6]Sibylle Heilbrunn, Neta Rabin, Shai Rozenes:
Detecting mutual configurations of applied planning strategies and performances in small and medium sized businesses with kernel based machine learning methods. Appl. Soft Comput. 61: 1211-1225 (2017) - [c6]Neta Rabin, Dalia Fishelov:
Missing Data Completion Using Diffusion Maps and Laplacian Pyramids. ICCSA (1) 2017: 284-297 - [i2]Ofir Lindenbaum, Yuri Bregman, Neta Rabin, Amir Averbuch:
Multi-View Kernels for Low-Dimensional Modeling of Seismic Events. CoRR abs/1706.01750 (2017) - 2016
- [c5]Ángela Fernández, Neta Rabin, Dalia Fishelov, José R. Dorronsoro:
Auto-adaptive Laplacian Pyramids. ESANN 2016 - 2015
- [c4]Ilya Shapiro, Neta Rabin, Irit Opher, Itshak Lapidot:
Clustering short push-to-talk segments. INTERSPEECH 2015: 3031-3035 - 2014
- [j5]Ángela Fernández, Neta Rabin, Ronald R. Coifman, Joseph Eckstein:
Diffusion methods for aligning medical datasets: Location prediction in CT scan images. Medical Image Anal. 18(2): 425-432 (2014) - 2013
- [i1]Ángela Fernández, Neta Rabin, José R. Dorronsoro:
Auto-adaptative Laplacian Pyramids for high-dimensional data analysis. CoRR abs/1311.6594 (2013) - 2012
- [j4]Amir Averbuch, Neta Rabin, Alon Schclar, Valery A. Zheludev:
Dimensionality reduction for detection of moving vehicles. Pattern Anal. Appl. 15(1): 19-27 (2012) - [c3]Neta Rabin, Ronald R. Coifman:
Heterogeneous Datasets Representation and Learning using Diffusion Maps and Laplacian Pyramids. SDM 2012: 189-199 - 2010
- [b1]Neta Rabin:
Data mining in dynamically evolving systems via diffusion methodologies. Tel Aviv University, Israel, 2010 - [j3]Alon Schclar, Amir Averbuch, Neta Rabin, Valery A. Zheludev, Keren Hochman:
A diffusion framework for detection of moving vehicles. Digit. Signal Process. 20(1): 111-122 (2010) - [c2]Neta Rabin, Amir Averbuch:
Detection of Anomaly Trends in Dynamically Evolving Systems. AAAI Fall Symposium: Manifold Learning and Its Applications 2010 - [c1]S. Harrusi, Amir Averbuch, Neta Rabin:
A Fast Compact Prefix Encoding for Pattern Matching in Limited Resources Devices. DCC 2010: 533
2000 – 2009
- 2009
- [j2]Amir Averbuch, Valery A. Zheludev, Neta Rabin, Alon Schclar:
Wavelet-based acoustic detection of moving vehicles. Multidimens. Syst. Signal Process. 20(1): 55 (2009) - 2006
- [j1]Amir Averbuch, Boris Epstein, Neta Rabin, Eli Turkel:
Edge-enhancement postprocessing using artificial dissipation. IEEE Trans. Image Process. 15(6): 1486-1498 (2006)
Coauthor Index
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