Karsten Steinhaeuser

Publication Activity (10 Years)

Years Active: 2008-2014
Publications (10 Years): 0

Top Topics

Top Venues

Publications

Jian Xu, Thanuka L. Wickramarathne, Erin K. Grey, Karsten Steinhaeuser, Reuben P. Keller, John M. Drake, Nitesh V. Chawla, David M. Lodge
Patterns of Ship-borne Species Spread: A Clustering Approach for Risk Assessment and Management of Non-indigenous Species Spread. CoRR (2014)
Jian Xu, Thanuka L. Wickramarathne, Nitesh V. Chawla, Erin K. Grey, Karsten Steinhaeuser, Reuben P. Keller, John M. Drake, David M. Lodge
Improving management of aquatic invasions by integrating shipping network, ecological, and environmental data: data mining for social good. KDD (2014)
Shyam Boriah, Ankush Khandelwal, Vipin Kumar, Varun Mithal, Karsten Steinhaeuser
Change Detection from Temporal Sequences of Class Labels: Application to Land Cover Change Mapping. SDM (2013)
Xi C. Chen, Karsten Steinhaeuser, Shyam Boriah, Snigdhansu Chatterjee, Vipin Kumar
Contextual Time Series Change Detection. SDM (2013)
Jaya Kawale, Snigdhansu Chatterjee, Dominick Ormsby, Karsten Steinhaeuser, Stefan Liess, Vipin Kumar
Testing the significance of spatio-temporal teleconnection patterns. KDD (2012)
Esther S. Parish, Evan Kodra, Karsten Steinhaeuser, Auroop R. Ganguly
Estimating future global per capita water availability based on changes in climate and population. Comput. Geosci. 42 (2012)
Ivan Brugere, Karsten Steinhaeuser, Shyam Boriah, Vipin Kumar
Approximate Search on Massive Spatiotemporal Datasets. ICDM Workshops (2012)
Varun Mithal, Zachary O'Connor, Karsten Steinhaeuser, Shyam Boriah, Vipin Kumar, Christopher Potter, Steven A. Klooster
Time series change detection using segmentation: A case study for land cover monitoring. CIDU (2012)
Xi C. Chen, Anuj Karpatne, Yashu Chamber, Varun Mithal, Michael Lau, Karsten Steinhaeuser, Shyam Boriah, Michael S. Steinbach, Vipin Kumar, Christopher Potter, Steven A. Klooster, Teji Abraham, J. D. Stanley, Juan Carlos Castilla-Rubio
A new data mining framework for forest fire mapping. CIDU (2012)
Will Bridewell, Yolanda Gil, Haym Hirsh, Kerstin Kleese van Dam, Karsten Steinhaeuser
Preface. AAAI Fall Symposium: Discovery Informatics (2012)
Anuj Karpatne, Mace Blank, Michael Lau, Shyam Boriah, Karsten Steinhaeuser, Michael S. Steinbach, Vipin Kumar
Importance of vegetation type in forest cover estimation. CIDU (2012)
Soumyadeep Chatterjee, Karsten Steinhaeuser, Arindam Banerjee, Snigdhansu Chatterjee, Auroop R. Ganguly
Sparse Group Lasso: Consistency and Climate Applications. SDM (2012)
Alex Pelan, Karsten Steinhaeuser, Nitesh V. Chawla, Dilkushi A. de Alwis Pitts, Auroop R. Ganguly
Empirical comparison of correlation measures and pruning levels in complex networks representing the global climate system. CIDM (2011)
Karsten Steinhaeuser, Nitesh V. Chawla, Auroop R. Ganguly
Complex networks as a unified framework for descriptive analysis and predictive modeling in climate science. Stat. Anal. Data Min. 4 (5) (2011)
Karsten Steinhaeuser, Nitesh V. Chawla, Auroop R. Ganguly
Comparing Predictive Power in Climate Data: Clustering Matters. SSTD (2011)
Karsten Steinhaeuser, Nitesh V. Chawla, Auroop R. Ganguly
Complex Networks In Climate Science: Progress, Opportunities And Challenges. CIDU (2010)
Karsten Steinhaeuser, Nitesh V. Chawla
Identifying and evaluating community structure in complex networks. Pattern Recognit. Lett. 31 (5) (2010)
Karsten Steinhaeuser, Nitesh V. Chawla, Auroop R. Ganguly
An exploration of climate data using complex networks. SIGKDD Explor. 12 (1) (2010)
Karsten Steinhaeuser, Nitesh V. Chawla, Auroop R. Ganguly
An exploration of climate data using complex networks. KDD Workshop on Knowledge Discovery from Sensor Data (2009)
Auroop R. Ganguly, Karsten Steinhaeuser, Alexandre Sorokine, Esther S. Parish, Shih-Chieh Kao, Marcia L. Branstetter
Geographic analysis & visualization of climate extremes for the Quadrennial Defense Review. GIS (2009)
Shih-Chieh Kao, Auroop R. Ganguly, Karsten Steinhaeuser
Motivating Complex Dependence Structures in Data Mining: A Case Study with Anomaly Detection in Climate. ICDM Workshops (2009)
Christopher Moretti, Karsten Steinhaeuser, Douglas Thain, Nitesh V. Chawla
Scaling up Classifiers to Cloud Computers. ICDM (2008)
Auroop R. Ganguly, Karsten Steinhaeuser
Data Mining for Climate Change and Impacts. ICDM Workshops (2008)