Karsten Steinhaeuser

25 papers A* 3A 3B 1C 1Journal 5Unranked 10
YearRankTypeTitle / Venue / Authors
2014 A* conf
Improving management of aquatic invasions by integrating shipping network, ecological, and environmental data: data mining for social good.
KDD
Jian Xu, Thanuka L. Wickramarathne, Nitesh V. Chawla, Erin K. Grey, Karsten Steinhaeuser, Reuben P. Keller, John M. Drake, David M. Lodge
2014 J jnl
Patterns of Ship-borne Species Spread: A Clustering Approach for Risk Assessment and Management of Non-indigenous Species Spread.
CoRR
Jian Xu, Thanuka L. Wickramarathne, Erin K. Grey, Karsten Steinhaeuser, Reuben P. Keller, John M. Drake, Nitesh V. Chawla, David M. Lodge
2013 A conf
Change Detection from Temporal Sequences of Class Labels: Application to Land Cover Change Mapping.
SDM
Shyam Boriah, Ankush Khandelwal, Vipin Kumar, Varun Mithal, Karsten Steinhaeuser
2013 — ch.
Climate Informatics.
Computational Intelligent Data Analysis for Sustainable Development
Claire Monteleoni, Gavin A. Schmidt, Francis J. Alexander, Alexandru Niculescu-Mizil, Karsten Steinhaeuser, Michael K. Tippett, Arindam Banerjee, M. Benno Blumenthal, Auroop R. Ganguly, Jason E. Smerdon, Marco Tedesco
2013 A conf
Contextual Time Series Change Detection.
SDM
Xi C. Chen, Karsten Steinhaeuser, Shyam Boriah, Snigdhansu Chatterjee, Vipin Kumar
2013 — ch.
Earth Science Applications of Sensor Data.
Managing and Mining Sensor Data
Anuj Karpatne, James H. Faghmous, Jaya Kawale, Luke Styles, Mace Blank, Varun Mithal, Xi Chen, Ankush Khandelwal, Shyam Boriah, Karsten Steinhaeuser, Michael S. Steinbach, Vipin Kumar, Stefan Liess
2012 — conf
A new data mining framework for forest fire mapping.
CIDU
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
2012 — conf
Approximate Search on Massive Spatiotemporal Datasets.
ICDM Workshops
Ivan Brugere, Karsten Steinhaeuser, Shyam Boriah, Vipin Kumar
2012 J jnl
Estimating future global per capita water availability based on changes in climate and population.
Comput. Geosci.
Esther S. Parish, Evan Kodra, Karsten Steinhaeuser, Auroop R. Ganguly
2012 — conf
Importance of vegetation type in forest cover estimation.
CIDU
Anuj Karpatne, Mace Blank, Michael Lau, Shyam Boriah, Karsten Steinhaeuser, Michael S. Steinbach, Vipin Kumar
2012 — conf
Preface.
AAAI Fall Symposium: Discovery Informatics
Will Bridewell, Yolanda Gil, Haym Hirsh, Kerstin Kleese van Dam, Karsten Steinhaeuser
2012 A conf
Sparse Group Lasso: Consistency and Climate Applications.
SDM
Soumyadeep Chatterjee, Karsten Steinhaeuser, Arindam Banerjee, Snigdhansu Chatterjee, Auroop R. Ganguly
2012 A* conf
Testing the significance of spatio-temporal teleconnection patterns.
KDD
Jaya Kawale, Snigdhansu Chatterjee, Dominick Ormsby, Karsten Steinhaeuser, Stefan Liess, Vipin Kumar
2012 — conf
Time series change detection using segmentation: A case study for land cover monitoring.
CIDU
Varun Mithal, Zachary O'Connor, Karsten Steinhaeuser, Shyam Boriah, Vipin Kumar, Christopher Potter, Steven A. Klooster
2011 B conf
Comparing Predictive Power in Climate Data: Clustering Matters.
SSTD
Karsten Steinhaeuser, Nitesh V. Chawla, Auroop R. Ganguly
2011 J jnl
Complex networks as a unified framework for descriptive analysis and predictive modeling in climate science.
Stat. Anal. Data Min.
Karsten Steinhaeuser, Nitesh V. Chawla, Auroop R. Ganguly
2011 C conf
Empirical comparison of correlation measures and pruning levels in complex networks representing the global climate system.
CIDM
Alex Pelan, Karsten Steinhaeuser, Nitesh V. Chawla, Dilkushi A. de Alwis Pitts, Auroop R. Ganguly
2010 J jnl
An exploration of climate data using complex networks.
SIGKDD Explor.
Karsten Steinhaeuser, Nitesh V. Chawla, Auroop R. Ganguly
2010 — conf
Complex Networks In Climate Science: Progress, Opportunities And Challenges.
CIDU
Karsten Steinhaeuser, Nitesh V. Chawla, Auroop R. Ganguly
2010 J jnl
Identifying and evaluating community structure in complex networks.
Pattern Recognit. Lett.
Karsten Steinhaeuser, Nitesh V. Chawla
2009 — conf
An exploration of climate data using complex networks.
KDD Workshop on Knowledge Discovery from Sensor Data
Karsten Steinhaeuser, Nitesh V. Chawla, Auroop R. Ganguly
2009 — conf
Geographic analysis & visualization of climate extremes for the Quadrennial Defense Review.
GIS
Auroop R. Ganguly, Karsten Steinhaeuser, Alexandre Sorokine, Esther S. Parish, Shih-Chieh Kao, Marcia L. Branstetter
2009 — conf
Motivating Complex Dependence Structures in Data Mining: A Case Study with Anomaly Detection in Climate.
ICDM Workshops
Shih-Chieh Kao, Auroop R. Ganguly, Karsten Steinhaeuser
2008 — conf
Data Mining for Climate Change and Impacts.
ICDM Workshops
Auroop R. Ganguly, Karsten Steinhaeuser
2008 A* conf
Scaling up Classifiers to Cloud Computers.
ICDM
Christopher Moretti, Karsten Steinhaeuser, Douglas Thain, Nitesh V. Chawla