Karsten Steinhaeuser

According to our database, Karsten Steinhaeuser authored at least 23 papers between 2008 and 2014.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2014

Patterns of Ship-borne Species Spread: A Clustering Approach for Risk Assessment and Management of Non-indigenous Species Spread.

Jian Xu, Thanuka L. Wickramarathne, Erin K. Grey, Karsten Steinhaeuser, Reuben P. Keller, John M. Drake, Nitesh V. Chawla, David M. Lodge

CoRR, 2014

Improving management of aquatic invasions by integrating shipping network, ecological, and environmental data: data mining for social good.

Jian Xu, Thanuka L. Wickramarathne, Nitesh V. Chawla, Erin K. Grey, Karsten Steinhaeuser, Reuben P. Keller, John M. Drake, David M. Lodge

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

2013

Change Detection from Temporal Sequences of Class Labels: Application to Land Cover Change Mapping.

Shyam Boriah, Ankush Khandelwal, Vipin Kumar, Varun Mithal, Karsten Steinhaeuser

Proceedings of the 13th SIAM International Conference on Data Mining, 2013

Contextual Time Series Change Detection.

Xi C. Chen, Karsten Steinhaeuser, Shyam Boriah, Snigdhansu Chatterjee, Vipin Kumar

Proceedings of the 13th SIAM International Conference on Data Mining, 2013

Earth Science Applications of Sensor Data.

Anuj Karpatne, James H. Faghmous, Jaya Kawale, Luke Styles, Mace Blank, Varun Mithal, Xi C. Chen, Ankush Khandelwal, Shyam Boriah, Karsten Steinhaeuser, Michael S. Steinbach, Vipin Kumar, Stefan Liess

Proceedings of the Managing and Mining Sensor Data, 2013

2012

Estimating future global per capita water availability based on changes in climate and population.

Esther S. Parish, Evan Kodra, Karsten Steinhaeuser, Auroop R. Ganguly

Comput. Geosci., 2012

Sparse Group Lasso: Consistency and Climate Applications.

Soumyadeep Chatterjee, Karsten Steinhaeuser, Arindam Banerjee, Snigdhansu Chatterjee, Auroop R. Ganguly

Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012

Testing the significance of spatio-temporal teleconnection patterns.

Jaya Kawale, Snigdhansu Chatterjee, Dominick Ormsby, Karsten Steinhaeuser, Stefan Liess, Vipin Kumar

Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

Approximate Search on Massive Spatiotemporal Datasets.

Ivan Brugere, Karsten Steinhaeuser, Shyam Boriah, Vipin Kumar

Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012

Time series change detection using segmentation: A case study for land cover monitoring.

Varun Mithal, Zachary O'Connor, Karsten Steinhaeuser, Shyam Boriah, Vipin Kumar, Christopher Potter, Steven A. Klooster

Proceedings of the 2012 Conference on Intelligent Data Understanding, 2012

Importance of vegetation type in forest cover estimation.

Anuj Karpatne, Mace Blank, Michael Lau, Shyam Boriah, Karsten Steinhaeuser, Michael S. Steinbach, Vipin Kumar

Proceedings of the 2012 Conference on Intelligent Data Understanding, 2012

A new data mining framework for forest fire mapping.

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

Proceedings of the 2012 Conference on Intelligent Data Understanding, 2012

Preface.

Will Bridewell, Yolanda Gil, Haym Hirsh, Kerstin Kleese van Dam, Karsten Steinhaeuser

Proceedings of the Discovery Informatics: The Role of AI Research in Innovating Scientific Processes, 2012

2011

Complex networks as a unified framework for descriptive analysis and predictive modeling in climate science.

Karsten Steinhaeuser, Nitesh V. Chawla, Auroop R. Ganguly

Stat. Anal. Data Min., 2011

Comparing Predictive Power in Climate Data: Clustering Matters.

Karsten Steinhaeuser, Nitesh V. Chawla, Auroop R. Ganguly

Proceedings of the Advances in Spatial and Temporal Databases, 2011

Empirical comparison of correlation measures and pruning levels in complex networks representing the global climate system.

Alex Pelan, Karsten Steinhaeuser, Nitesh V. Chawla, Dilkushi A. de Alwis Pitts, Auroop R. Ganguly

Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2011

2010

An exploration of climate data using complex networks.

Karsten Steinhaeuser, Nitesh V. Chawla, Auroop R. Ganguly

SIGKDD Explor., 2010

Identifying and evaluating community structure in complex networks.

Karsten Steinhaeuser, Nitesh V. Chawla

Pattern Recognit. Lett., 2010

Complex Networks In Climate Science: Progress, Opportunities And Challenges.

Karsten Steinhaeuser, Nitesh V. Chawla, Auroop R. Ganguly

Proceedings of the 2010 Conference on Intelligent Data Understanding, 2010

2009

Motivating Complex Dependence Structures in Data Mining: A Case Study with Anomaly Detection in Climate.

Shih-Chieh Kao, Auroop R. Ganguly, Karsten Steinhaeuser

Proceedings of the ICDM Workshops 2009, 2009

Geographic analysis & visualization of climate extremes for the Quadrennial Defense Review.

Auroop R. Ganguly, Karsten Steinhaeuser, Alexandre Sorokine, Esther S. Parish, Shih-Chieh Kao, Marcia L. Branstetter

Proceedings of the 17th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2009

2008

Scaling up Classifiers to Cloud Computers.

Christopher Moretti, Karsten Steinhaeuser, Douglas Thain, Nitesh V. Chawla

Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Data Mining for Climate Change and Impacts.

Auroop R. Ganguly, Karsten Steinhaeuser

Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008