Machine learning for data-driven discovery in solid Earth geoscience KJ Bergen, PA Johnson, MV de Hoop, GC Beroza Science 363 (6433), eaau0323, 2019 | 836 | 2019 |
Scientific discovery in the age of artificial intelligence H Wang, T Fu, Y Du, W Gao, K Huang, Z Liu, P Chandak, S Liu, ... Nature 620, 47-60, 2023 | 397 | 2023 |
Earthquake detection through computationally efficient similarity search CE Yoon, O O'Reilly, KJ Bergen, GC Beroza Science Advances 1 (11), 2015 | 372 | 2015 |
Detecting earthquakes over a seismic network using single-station similarity measures KJ Bergen, GC Beroza Geophysical Journal International 213 (3), 1984-1998, 2018 | 56 | 2018 |
Preface to the Focus Section on Machine Learning in Seismology KJ Bergen, T Chen, Z Li Seismological Research Letters, 2019 | 51 | 2019 |
Locality-sensitive hashing for earthquake detection: a case study of scaling data-driven science K Rong, CE Yoon, KJ Bergen, H Elezabi, P Bailis, P Levis, GC Beroza Proceedings of the VLDB Endowment 11 (11), 1674-1687, 2018 | 49 | 2018 |
Earthquake Fingerprints: Extracting Waveform Features for Similarity-Based Earthquake Detection KJ Bergen, GC Beroza Pure and Applied Geophysics 176 (3), 1037-1059, 2018 | 45 | 2018 |
Big Data Seismology SJ Arrowsmith, DT Trugman, J MacCarthy, KJ Bergen, D Lumley, ... Reviews of Geophysics, e2021RG000769, 2022 | 39 | 2022 |
Unsupervised Large‐Scale Search for Similar Earthquake Signals CE Yoon, KJ Bergen, K Rong, H Elezabi, WL Ellsworth, GC Beroza, ... Bulletin of the Seismological Society of America, 2019 | 14 | 2019 |
Scalable similarity search in seismology: a new approach to large-scale earthquake detection K Bergen, C Yoon, GC Beroza Similarity Search and Applications: 9th International Conference, SISAP 2016 …, 2016 | 13 | 2016 |
Blood Vessel Segmentation in Retinal Fundus Images SS Sanjani, JB Boin, K Bergen Stanford University, USA, Tech. Rep, 2013 | 6 | 2013 |
Computationally Efficient Search for Similar Seismic Signals in Continuous Waveform Data over a Seismic Network CE Yoon, OJ OReilly, K Bergen, GC Beroza AGU Fall Meeting Abstracts, S52A-04, 2014 | 4 | 2014 |
Inner rehearsal modeling for cognitive robotics JJ Braun, K Bergen, TJ Dasey SPIE Defense, Security, and Sensing, 80640A-80640A-12, 2011 | 4 | 2011 |
A Variational LSTM Emulator of Sea Level Contribution From the Antarctic Ice Sheet P Van Katwyk, B Fox-Kemper, H Seroussi, S Nowicki, KJ Bergen Journal of Advances in Modeling Earth Systems 15 (2), 2023 | 3 | 2023 |
Locality-sensitive hashing for earthquake detection: A case study of scaling data-driven science (extended version) K Rong, CE Yoon, KJ Bergen, H Elezabi, P Bailis, P Levis, GC Beroza arXiv preprint arXiv:1803.09835, 2018 | 3 | 2018 |
Automatic Earthquake Detection by Active Learning K Bergen, GC Beroza AGU Fall Meeting Abstracts 2017, S43A-0828, 2017 | 3 | 2017 |
Searching for Unknown Earthquakes in the Guy-Greenbrier, Arkansas, Earthquake Sequence Using Efficient Waveform Similarity Search CE Yoon, OJ OReilly, K Bergen, Y Huang, GC Beroza AGU Fall Meeting Abstracts 2015, S13B-2850, 2015 | 2 | 2015 |
Efficient Similarity Search of Seismic Waveforms GC Beroza, OJ O'Reilly, CE Yoon, K Bergen, ... US Patent 20,150,316,666, 2015 | 2 | 2015 |
Negative News No More: Classifying News Article Headlines K Bergen, L Gilpin Stanford University, USA, Tech. Rep, 2012 | 2 | 2012 |
Information fusion of standoff and other information for biodefense decision support JJ Braun, A Hess, Y Glina, EC Wack, K Bergen, TJ Dasey, RM Mays, ... Chemical, Biological, Radiological, Nuclear, and Explosives (CBRNE) Sensing …, 2010 | 2 | 2010 |