Karsten Steinhaeuser

Environmental Science · Physical Sciences

20h-index1.7kcitations66works0.02yr avg
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Research Topics

Climate variability and models(21), Complex Network Analysis Techniques(13), Meteorological Phenomena and Simulations(9), Complex Systems and Time Series Analysis(8), Time Series Analysis and Forecasting(7)

Publications66 total

Scalable Learning With Thread-Level Parallelism
2022Open Access
Anomaly Detection in Time-Evolving Climate Graphs
AGU Fall Meeting Abstracts·2016
Different Modes of Variability over the Tasman Sea: Implications for Regional Climate*
Journal of Climate·2014· 20 cited
Improving management of aquatic invasions by integrating shipping network, ecological, and environmental data
2014· 41 cited
Toward enhanced understanding and projections of climate extremes using physics-guided data mining techniques
Nonlinear processes in geophysics·2014· 51 citedOpen Access
Toward enhanced understanding and projections of climate extremes using physics-guided data mining techniques
2014· 4 citedOpen Access
Patterns of Ship-borne Species Spread: A Clustering Approach for Risk Assessment and Management of Non-indigenous Species Spread
arXiv (Cornell University)·2014· 4 citedOpen Access
Climate Model Intercomparison at the Dynamics Level (Invited)
AGU Fall Meeting Abstracts·2013· 1 cited
Contextual Time Series Change Detection
2013· 25 citedOpen Access
Change Detection from Temporal Sequences of Class Labels: Application to Land Cover Change Mapping
2013· 12 cited
A climate model intercomparison at the dynamics level
Climate Dynamics·2013· 42 cited
Climate Models: A New Babel?
EGU General Assembly Conference Abstracts·2013
Supplement for "Contextual Time Series Change Detection"
2013Open Access
Supplement for "Change Detection from Temporal Sequences of Class Labels: Application to Land Cover Change Mapping"
2013· 1 citedOpen Access
Earth Science Applications of Sensor Data
2012· 6 cited
Spatio-Temporal Data Mining for Scalable Ocean Eddy Monitoring
AGU Fall Meeting Abstracts·2012
A climate model intercomparison at the dynamics level
AGU Fall Meeting Abstracts·2012
Understanding the influence of oceanic drivers on natural disturbance events
AGU Fall Meeting Abstracts·2012
Data Mining for Global Change: A Vision for "Big Data" in the Earth Sciences
AGU Fall Meeting Abstracts·2012
Graph Based Analysis of Dynamic Teleconnections
AGU Fall Meeting Abstracts·2012
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Frequent Co-authors

Auroop R. Ganguly(24), Nitesh V. Chawla(16), Shyam Boriah(12), Evan Kodra(7), Esther S. Parish(7), Stefan Liess(7), Varun Mithal(7), Snigdhansu Chatterjee(6), M. L. Branstetter(5), Jaya Kawale(5), Michael Steinbach(5), Soumyadeep Chatterjee(4), Arindam Banerjee(4), James H. Faghmous(4), Shih‐Chieh Kao(4), Vipin Kumar(4), Vipin Kumar(4), Anuj Karpatne(4), David J. Erickson(3), Robert J. Oglesby(3)