karianne's picture

Karianne Bergen

Harvard University
Data Science Initiative Postdoctoral Fellow

Expertise: Applied Mathematics, Machine Learning, Data Mining
About Me Publications
Yoon, C., Bergen, K., Rong, K., Elezabi, H., Ellsworth, W. L., Beroza, G. C., Bailis, P., & Levis, P. (2018). Unsupervised large-scale data mining for similar earthquake detection. Bulletin of the Seismological Society of America, (in preparation). SCEC Contribution 8971
Yoon, C., Bergen, K., Rong, K., Elezabi, H., Bailis, P., Levis, P., & Beroza, G. C. (2017, 08). Efficient blind search for small similar-waveform earthquakes in a decade of continuous seismic data (2007-2017) in coastal central California . Poster Presentation at 2017 SCEC Annual Meeting. SCEC Contribution 7749
Bergen, K., Yoon, C. E., & Beroza, G. C. (2016, 10). Scalable Similarity Search in Seismology: A New Approach to Large-Scale Earthquake Detection. Poster Presentation at SISAP 2016: 9th International Conference on Similarity Search and Applications. SCEC Contribution 6325
Bergen, K. J., & Beroza, G. C. (2018). Detecting Earthquakes over a Seismic Network using Single-Station Similarity Measures. Geophysical Journal International, 213(3), 1984–1998. SCEC Contribution 7955
Yoon, C., O'Reilly, O., Bergen, K., & Beroza, G. C. (2015). Earthquake detection through computationally efficient similarity search. Science Advances, 1(11), e1501057-e1501057. doi: 10.1126/sciadv.1501057. SCEC Contribution 7915

Last updated Jan 30, 2019.