| Climate change now detectable from any single day of weather at global scale S Sippel, N Meinshausen, EM Fischer, E Székely, R Knutti Nature climate change 10 (1), 35-41, 2020 | 196 | 2020 |
| Macroecology in the age of Big Data–Where to go from here? RO Wüest, NE Zimmermann, D Zurell, JM Alexander, SA Fritz, C Hof, ... Journal of Biogeography 47 (1), 1-12, 2020 | 82 | 2020 |
| Extraction and predictability of coherent intraseasonal signals in infrared brightness temperature data E Székely, D Giannakis, AJ Majda Climate Dynamics 46, 1473-1502, 2016 | 33 | 2016 |
| Kernel analog forecasting of tropical intraseasonal oscillations R Alexander, Z Zhao, E Székely, D Giannakis Journal of the Atmospheric Sciences 74 (4), 1321-1342, 2017 | 28 | 2017 |
| Robust detection of forced warming in the presence of potentially large climate variability S Sippel, N Meinshausen, E Székely, E Fischer, AG Pendergrass, ... Science Advances 7 (43), eabh4429, 2021 | 11 | 2021 |
| Initiation and termination of intraseasonal oscillations in nonlinear Laplacian spectral analysis-based indices E Székely, D Giannakis, AJ Majda Mathematics of Climate and Weather Forecasting 2 (1), 2016 | 9 | 2016 |
| Physics-aware nonparametric regression models for Earth data analysis J Cortés-Andrés, G Camps-Valls, S Sippel, E Székely, D Sejdinovic, ... Environmental Research Letters 17 (5), 054034, 2022 | 7 | 2022 |
| Data-driven Koopman analysis of tropical climate space-time variability J Slawinska, E Szekely, D Giannakis Workshop on Mining Big Data in Climate and Environment, 17th SIAM …, 2017 | 5 | 2017 |
| Interactive representations of multimodal databases S Marchand-Maillet, D Morrison, E Szekely, E Bruno Multimodal Signal Processing, 279-307, 2010 | 5 | 2010 |
| High-dimensional multimodal distribution embedding E Szekely, E Bruno, S Marchand-Maillet 2010 IEEE International Conference on Data Mining Workshops, 434-441, 2010 | 4 | 2010 |
| Machine learning-derived predictions of river flow across Switzerland E Fluet-Chouinard, W Aeberhard, E Szekely, M Zappa, K Bogner, ... EGU General Assembly Conference Abstracts, EGU22-8471, 2022 | 2 | 2022 |
| Emergence of representative signals for sudden stratospheric warmings beyond current predictable lead times Z Wu, B Jiménez Esteve, R de Fondeville, E Székely, G Obozinski, ... Weather and Climate Dynamics 2 (3), 841-865, 2021 | 2* | 2021 |
| A direct approach to detection and attribution of climate change E Székely, S Sippel, R Knutti, G Obozinski, N Meinshausen Proceedings of the 9th International Conference on Climate Informatics (CI …, 2019 | 2 | 2019 |
| A graph-based method for detecting rare events: Identifying pathologic cells E Székely, A Sallaberry, F Zaidi, P Poncelet IEEE Computer Graphics and Applications 35 (3), 65-73, 2014 | 2 | 2014 |
| Mining networked media collections S Marchand-Maillet, D Morrison, E Szekely, J Kludas, M Vonwyl, E Bruno Adaptive Multimedia Retrieval. Understanding Media and Adapting to the User …, 2011 | 2 | 2011 |
| Distance transformation for effective dimension reduction of high-dimensional data EM Szekely, E Bruno, S Marchand-Maillet International Workshop on Topological Learning, Prague, Czech Republic, 2009 | 2 | 2009 |
| Clustered multidimensional scaling for exploration in information retrieval EM Szekely, É Bruno, S Marchand-Maillet International Conference on the Theory of Information Retrieval (ICTIR'07 …, 2007 | 2 | 2007 |
| Modeling stratospheric polar vortex variation and identifying vortex extremes using explainable machine learning Z Wu, T Beucler, E Székely, WT Ball, DIV Domeisen Environmental Data Science 1, e17, 2022 | 1 | 2022 |
| An information-geometric approach to feature extraction and moment reconstruction in dynamical systems S Das, D Giannakis, E Székely arXiv preprint arXiv:2004.02172, 2020 | 1 | 2020 |
| Kernel and information-theoretic methods for the extraction and predictability of organized tropical convection E Székely, D Giannakis, AJ Majda Machine Learning and Data Mining Approaches to Climate Science: Proceedings …, 2015 | 1 | 2015 |
Dimitrios GiannakisAssociate Professor of Mathematics, New York UniversityVerified email at nyu.edu
