Data Mining for Climate Change and Impacts. - Auroop R. Ganguly; Karsten Steinhaeuser (ICDM Workshops, 2008)

Scaling up Classifiers to Cloud Computers. - Christopher Moretti; Karsten Steinhaeuser; Douglas Thain; Nitesh V. Chawla (ICDM, 2008)

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 (GIS, 2009)

Motivating Complex Dependence Structures in Data Mining: A Case Study with Anomaly Detection in Climate. - Shih-Chieh Kao; Auroop R. Ganguly; Karsten Steinhaeuser (ICDM Workshops, 2009)

Complex Networks In Climate Science: Progress, Opportunities And Challenges. - Karsten Steinhaeuser; Nitesh V. Chawla; Auroop R. Ganguly (CIDU, 2010)

Identifying and evaluating community structure in complex networks. - Karsten Steinhaeuser; Nitesh V. Chawla (Pattern Recognit. Lett., 2010)

An exploration of climate data using complex networks. - Karsten Steinhaeuser; Nitesh V. Chawla; Auroop R. Ganguly (SIGKDD Explor., 2010)

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 (CIDM, 2011)

Comparing Predictive Power in Climate Data: Clustering Matters. - Karsten Steinhaeuser; Nitesh V. Chawla; Auroop R. Ganguly (SSTD, 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)

Preface. - Will Bridewell; Yolanda Gil; Haym Hirsh; Kerstin Kleese van Dam; Karsten Steinhaeuser (AAAI Fall Symposium: Discovery Informatics, 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 001; Christopher Potter; Steven A. Klooster; Teji Abraham; et al. (CIDU, 2012)

Importance of vegetation type in forest cover estimation. - Anuj Karpatne; Mace Blank; Michael Lau; Shyam Boriah; Karsten Steinhaeuser; Michael S. Steinbach; Vipin Kumar 001 (CIDU, 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 001; Christopher Potter; Steven A. Klooster (CIDU, 2012)

Approximate Search on Massive Spatiotemporal Datasets. - Ivan Brugere; Karsten Steinhaeuser; Shyam Boriah; Vipin Kumar 001 (ICDM Workshops, 2012)

Testing the significance of spatio-temporal teleconnection patterns. - Jaya Kawale; Snigdhansu Chatterjee; Dominick Ormsby; Karsten Steinhaeuser; Stefan Liess; Vipin Kumar 001 (KDD, 2012)

Sparse Group Lasso: Consistency and Climate Applications. - Soumyadeep Chatterjee; Karsten Steinhaeuser; Arindam Banerjee 001; Snigdhansu Chatterjee; Auroop R. Ganguly (SDM, 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)

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 001; et al. (Managing and Mining Sensor Data, 2013)

Contextual Time Series Change Detection. - Xi C. Chen; Karsten Steinhaeuser; Shyam Boriah; Snigdhansu Chatterjee; Vipin Kumar 001 (SDM, 2013)

Change Detection from Temporal Sequences of Class Labels: Application to Land Cover Change Mapping. - Shyam Boriah; Ankush Khandelwal; Vipin Kumar 001; Varun Mithal; Karsten Steinhaeuser (SDM, 2013)

Improving management of aquatic invasions by integrating shipping network, ecological, and environmental data: data mining for social good. - Jian Xu 019; Thanuka L. Wickramarathne; Nitesh V. Chawla; Erin K. Grey; Karsten Steinhaeuser; Reuben P. Keller; John M. Drake; David M. Lodge (KDD, 2014)

Patterns of Ship-borne Species Spread: A Clustering Approach for Risk Assessment and Management of Non-indigenous Species Spread. - Jian Xu 019; Thanuka L. Wickramarathne; Erin K. Grey; Karsten Steinhaeuser; Reuben P. Keller; John M. Drake; Nitesh V. Chawla; David M. Lodge (CoRR, 2014)