Theo dõi
Karianne J. Bergen
Tiêu đề
Trích dẫn bởi
Trích dẫn bởi
Năm
Machine learning for data-driven discovery in solid Earth geoscience
KJ Bergen, PA Johnson, MV de Hoop, GC Beroza
Science 363 (6433), eaau0323, 2019
10032019
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
9272023
Earthquake detection through computationally efficient similarity search
CE Yoon, O O'Reilly, KJ Bergen, GC Beroza
Science Advances 1 (11), 2015
4012015
Big Data Seismology
SJ Arrowsmith, DT Trugman, J MacCarthy, KJ Bergen, D Lumley, ...
Reviews of Geophysics, e2021RG000769, 2022
632022
Detecting earthquakes over a seismic network using single-station similarity measures
KJ Bergen, GC Beroza
Geophysical Journal International 213 (3), 1984-1998, 2018
582018
Preface to the Focus Section on Machine Learning in Seismology
KJ Bergen, T Chen, Z Li
Seismological Research Letters, 2019
542019
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
542018
Earthquake Fingerprints: Extracting Waveform Features for Similarity-Based Earthquake Detection
KJ Bergen, GC Beroza
Pure and Applied Geophysics 176 (3), 1037-1059, 2018
502018
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
152019
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
142023
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
132016
Blood Vessel Segmentation in Retinal Fundus Images
SS Sanjani, JB Boin, K Bergen
Stanford University, USA, Tech. Rep, 2013
72013
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
42014
Inner rehearsal modeling for cognitive robotics
JJ Braun, K Bergen, TJ Dasey
SPIE Defense, Security, and Sensing, 80640A-80640A-12, 2011
42011
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
32018
Automatic Earthquake Detection by Active Learning
K Bergen, GC Beroza
AGU Fall Meeting Abstracts 2017, S43A-0828, 2017
32017
Negative News No More: Classifying News Article Headlines
K Bergen, L Gilpin
Stanford University, USA, Tech. Rep, 2012
32012
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
22015
Efficient Similarity Search of Seismic Waveforms
GC Beroza, OJ O'Reilly, CE Yoon, K Bergen, ...
US Patent 20,150,316,666, 2015
22015
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
22010
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Bài viết 1–20