Karsten Steinhaeuser
Karsten Steinhaeuser
Research Associate in Computer Science and Engineering, University of Minnesota
Verified email at umn.edu - Homepage
TitleCited byYear
Identifying and evaluating community structure in complex networks
K Steinhaeuser, NV Chawla
Pattern Recognition Letters 31 (5), 413-421, 2010
1922010
Persisting cold extremes under 21st‐century warming scenarios
E Kodra, K Steinhaeuser, AR Ganguly
Geophysical research letters 38 (8), 2011
1642011
Community detection in a large real-world social network
K Steinhaeuser, NV Chawla
Social computing, behavioral modeling, and prediction, 168-175, 2008
1272008
Complex networks as a unified framework for descriptive analysis and predictive modeling in climate science
K Steinhaeuser, NV Chawla, AR Ganguly
Statistical Analysis and Data Mining: The ASA Data Science Journal 4 (5 …, 2011
1242011
Higher trends but larger uncertainty and geographic variability in 21st century temperature and heat waves
AR Ganguly, K Steinhaeuser, DJ Erickson, M Branstetter, ES Parish, ...
Proceedings of the National Academy of Sciences 106 (37), 15555-15559, 2009
1102009
Multivariate and multiscale dependence in the global climate system revealed through complex networks
K Steinhaeuser, AR Ganguly, NV Chawla
Climate dynamics 39 (3-4), 889-895, 2012
1032012
An exploration of climate data using complex networks
K Steinhaeuser, NV Chawla, AR Ganguly
Proceedings of the Third International Workshop on Knowledge Discovery from …, 2009
892009
Data mining for climate change and impacts
AR Ganguly, K Steinhaeuser
2008 IEEE international conference on data mining workshops, 385-394, 2008
832008
Scaling up classifiers to cloud computers
C Moretti, K Steinhaeuser, D Thain, NV Chawla
2008 Eighth IEEE International Conference on Data Mining, 472-481, 2008
752008
Sparse group lasso: Consistency and climate applications
S Chatterjee, K Steinhaeuser, A Banerjee, S Chatterjee, A Ganguly
Proceedings of the 2012 SIAM International Conference on Data Mining, 47-58, 2012
652012
Estimating future global per capita water availability based on changes in climate and population
ES Parish, E Kodra, K Steinhaeuser, AR Ganguly
Computers & Geosciences 42, 79-86, 2012
552012
A climate model intercomparison at the dynamics level
K Steinhaeuser, AA Tsonis
Climate dynamics 42 (5-6), 1665-1670, 2014
322014
Toward enhanced understanding and projections of climate extremes using physics-guided data mining techniques
AR Ganguly, EA Kodra, A Agrawal, A Banerjee, S Boriah, S Chatterjee, ...
312014
A network-based approach to understanding and predicting diseases
K Steinhaeuser, NV Chawla
Social computing and behavioral modeling, 1-8, 2009
292009
Complex Networks In Climate Science: Progress, Opportunities And Challenges.
K Steinhaeuser, NV Chawla, AR Ganguly
CIDU, 16-26, 2010
282010
Improving management of aquatic invasions by integrating shipping network, ecological, and environmental data: data mining for social good
J Xu, TL Wickramarathne, NV Chawla, EK Grey, K Steinhaeuser, ...
Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014
262014
Testing the significance of spatio-temporal teleconnection patterns
J Kawale, S Chatterjee, D Ormsby, K Steinhaeuser, S Liess, V Kumar
Proceedings of the 18th ACM SIGKDD international conference on Knowledge …, 2012
262012
Contextual time series change detection
XC Chen, K Steinhaeuser, S Boriah, S Chatterjee, V Kumar
Proceedings of the 2013 SIAM International Conference on Data Mining, 503-511, 2013
192013
Comparing predictive power in climate data: Clustering matters
K Steinhaeuser, NV Chawla, AR Ganguly
International symposium on spatial and temporal databases, 39-55, 2011
192011
Motivating complex dependence structures in data mining: A case study with anomaly detection in climate
SC Kao, AR Ganguly, K Steinhaeuser
2009 IEEE International Conference on Data Mining Workshops, 223-230, 2009
182009
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