| Multiscale anomaly detection using diffusion maps G Mishne, I Cohen IEEE Journal of selected topics in signal processing 7 (1), 111-123, 2012 | 49 | 2012 |
| Graph-based supervised automatic target detection G Mishne, R Talmon, I Cohen IEEE Transactions on Geoscience and Remote Sensing 53 (5), 2738-2754, 2014 | 30 | 2014 |
| Diffusion Nets G Mishne, U Shaham, A Cloninger, I Cohen Applied and Computational Harmonic Analysis, 2017 | 25 | 2017 |
| Hierarchical Coupled-Geometry Analysis for Neuronal Structure and Activity Pattern Discovery G Mishne, R Talmon, R Meir, J Schiller, M Lavzin, U Dubin, RR Coifman IEEE Journal of Selected Topics in Signal Processing 10 (7), 1238-1253, 2016 | 25 | 2016 |
| Data-Driven Tree Transforms and Metrics G Mishne, R Talmon, I Cohen, RR Coifman, Y Kluger IEEE Transactions on Signal and Information Processing over Networks, 2017 | 12 | 2017 |
| Randomized near-neighbor graphs, giant components and applications in data science A Jaffe, Y Kluger, GC Linderman, G Mishne, S Steinerberger Journal of Applied Probability 57 (2), 458-476, 2020 | 10 | 2020 |
| Multiscale anomaly detection using diffusion maps and saliency score G Mishne, I Cohen 2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014 | 10 | 2014 |
| The geometry of nodal sets and outlier detection X Cheng, G Mishne, S Steinerberger Journal of Number Theory 185, 48-64, 2018 | 7 | 2018 |
| Multi-channel wafer defect detection using diffusion maps G Mishne, I Cohen 2014 IEEE 28th Convention of Electrical & Electronics Engineers in Israel …, 2014 | 7 | 2014 |
| Automated cellular structure extraction in biological images with applications to calcium imaging data G Mishne, RR Coifman, M Lavzin, J Schiller bioRxiv, 313981, 2018 | 6 | 2018 |
| Visualizing the PHATE of Neural Networks S Gigante, AS Charles, S Krishnaswamy, G Mishne Advances in Neural Information Processing Systems, 1842-1853, 2019 | 5 | 2019 |
| Co-manifold learning with missing data G Mishne, EC Chi, RR Coifman 36th International Conference on Machine Learning 97, 4605--4614, 2019 | 4 | 2019 |
| Learning spatially-correlated temporal dictionaries for calcium imaging G Mishne, AS Charles ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019 | 3 | 2019 |
| Iterative diffusion-based anomaly detection G Mishne, I Cohen 2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017 | 3 | 2017 |
| Spectral Embedding Norm: Looking Deep into the Spectrum of the Graph Laplacian X Cheng, G Mishne SIAM Journal on Imaging Sciences 13 (2), 1015-1048, 2020 | 2 | 2020 |
| A Hierarchical Manifold Learning Framework for High-Dimensional Neuroimaging Data S Gao, G Mishne, D Scheinost International Conference on Information Processing in Medical Imaging, 631-643, 2019 | 2 | 2019 |
| Poincaré Embedding Reveals Edge-Based Functional Networks of the Brain S Gao, G Mishne, D Scheinost International Conference on Medical Image Computing and Computer-Assisted …, 2020 | 1 | 2020 |
| Improving resolution in supervised patch-based target detection R Amit, G Mishne, R Talmon 2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016 | 1 | 2016 |
| LDLE: Low Distortion Local Eigenmaps D Kohli, A Cloninger, G Mishne arXiv preprint arXiv:2101.11055, 2021 | | 2021 |
| Online Adversarial Purification based on Self-Supervision C Shi, C Holtz, G Mishne arXiv preprint arXiv:2101.09387, 2021 | | 2021 |
Israel CohenProfessor of Electrical Engineering, Technion - Israel Institute of TechnologyVerified email at ee.technion.ac.il
