K. Bergen

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Aliases
K. Bergen, K. J. Bergen, Karianne Bergen, Karianne J. Bergen
Publication record
28 papers · 2,945 citations · H-index 10

PAPERS

HybridFlow: Quantification of Aleatoric and Epistemic Uncertainty with a Single Hybrid Model
20251 citationsauthor #2
Scientific discovery in the age of artificial intelligence
20231,434 citationsauthor #12
A Variational LSTM Emulator of Sea Level Contribution From the Antarctic Ice Sheet
202319 citationsauthor #5
Big Data Seismology
202255 citationsauthor #4
The Big Data Revolution Unlocks New Opportunities for Seismology
20220 citationsauthor #3
Machine learning for data-driven discovery in solid Earth geoscience
2019957 citationsauthor #1
The Promise of Machine Learning in Solid Earth Geoscience: Examples from Seismology
20190 citationsauthor #4
How robust is deep learning-based earthquake detection? Insights from adversarial machine learning
20190 citationsauthor #1
Unsupervised Large‐Scale Search for Similar Earthquake Signals
20199 citationsauthor #2
Preface to the Focus Section on Machine Learning in Seismology
201941 citationsauthor #1
Earthquake Fingerprints: Extracting Waveform Features for Similarity-Based Earthquake Detection
201837 citationsauthor #1
Detecting earthquakes over a seismic network using single-station similarity measures
201837 citationsauthor #1
Locality-Sensitive Hashing for Earthquake Detection: A Case Study Scaling Data-Driven Science
201847 citationsauthor #3
FAST: a data mining approach to large-scale earthquake detection
20180 citationsauthor #1
Automatic Earthquake Detection by Active Learning
20171 citationsauthor #1
Efficient blind search for similar-waveform earthquakes in years of continuous seismic data
20170 citationsauthor #2
Scalable Similarity Search in Seismology: A New Approach to Large-Scale Earthquake Detection
20169 citationsauthor #1
Earthquake Fingerprints: Representing Earthquake Waveforms for Similarity-Based Detection
20161 citationsauthor #1
Unsupervised Approaches for Post-Processing in Computationally Efficient Waveform-Similarity-Based Earthquake Detection
20150 citationsauthor #1
Earthquake detection through computationally efficient similarity search
2015300 citationsauthor #3
Searching for Unknown Earthquakes in the Guy-Greenbrier, Arkansas, Earthquake Sequence using Efficient Waveform Similarity Search
20152 citationsauthor #3
Computationally Efficient Search for Similar Seismic Signals in Continuous Waveform Data over a Seismic Network
20142 citationsauthor #3
Blood Vessel Segmentation in Retinal Fundus Images
201311 citationsauthor #3
Negative News No More : Classifying News Article Headlines
20120 citationsauthor #1
Inner rehearsal modeling for cognitive robotics
20112 citationsauthor #2
Information fusion of standoff and other information for biodefense decision support
20101 citationsauthor #5
Approaches to information fusion with spatiotemporal aspects for standoff and other biodefense information sources
20101 citationsauthor #5
ISEFlow v1.0: A Flow-Based Neural Network Emulator for Improved Sea Level Projections and Uncertainty Quantification
year unknown1 citationsauthor #5

TIMELINE

2010 2 citations

2011 2 citations

2012 0 citations

2013 11 citations

2014 2 citations

2015 302 citations

2016 10 citations

2017 1 citations

2018 121 citations

2019 1,007 citations

2022 55 citations

2023 1,453 citations

2025 1 citations

Unknown 1 citations

K. Bergen

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PAPERS

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