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K. Steinhaeuser · SciRah

Researcher profile · Semantic Scholar

K. Steinhaeuser

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K. Steinhaeuser — researcher profile on SciRah

h-index: 21
Works: 68
Citations: 1,914

Most-cited papers

Persisting cold extremes under 21st‐century warming scenarios
E. Kodra, K. Steinhaeuser, A. Ganguly
2011254 citations Open access
Semantic Scholar
Identifying and evaluating community structure in complex networks
K. Steinhaeuser, N. Chawla
2010Pattern Recognition Letters210 citations
Semantic Scholar
Multivariate and multiscale dependence in the global climate system revealed through complex networks
K. Steinhaeuser, A. Ganguly, N. Chawla
2012Climate Dynamics147 citations
Semantic Scholar
Community Detection in a Large Real-World Social Network
K. Steinhaeuser, N. Chawla
2008145 citations
Semantic Scholar
Complex networks as a unified framework for descriptive analysis and predictive modeling in climate science
K. Steinhaeuser, N. Chawla, A. Ganguly
2011Statistical analysis and data mining135 citations
Semantic Scholar
Higher trends but larger uncertainty and geographic variability in 21st century temperature and heat waves
A. Ganguly, K. Steinhaeuser, D. Erickson, M. Branstetter +4 more
2009Proceedings of the National Academy of Sciences of the United States of America126 citations Open access
Semantic Scholar
Sparse Group Lasso: Consistency and Climate Applications
Soumyadeep Chatterjee, K. Steinhaeuser, Arindam Banerjee, Snigdhansu Chatterjee +1 more
2012SDM86 citations Open access
Semantic Scholar
Data Mining for Climate Change and Impacts
A. Ganguly, K. Steinhaeuser
20082008 IEEE International Conference on Data Mining Workshops78 citations
Semantic Scholar
Estimating future global per capita water availability based on changes in climate and population
Esther S. Parish, E. Kodra, K. Steinhaeuser, A. Ganguly
2012Computational Geosciences73 citations
Semantic Scholar
Scaling up Classifiers to Cloud Computers
C. Moretti, K. Steinhaeuser, D. Thain, N. Chawla
20082008 Eighth IEEE International Conference on Data Mining69 citations
Semantic Scholar
An exploration of climate data using complex networks
K. Steinhaeuser, N. Chawla, A. Ganguly
2009SensorKDD '0963 citations
Semantic Scholar
Development and Evaluation of a Tailored Mobile Health Intervention to Improve Medication Adherence in Black Patients With Uncontrolled Hypertension and Type 2 Diabetes: Pilot Randomized Feasibility Trial
Antoinette M. Schoenthaler, M. Leon, M. Butler, K. Steinhaeuser +1 more
2020JMIR mHealth and uHealth58 citations Open access
Semantic Scholar
Toward enhanced understanding and projections of climate extremes using physics-guided data mining techniques
A. Ganguly, E. Kodra, Ankit Agrawal, Arindam Banerjee +25 more
201448 citations Open access
Semantic Scholar
A climate model intercomparison at the dynamics level
K. Steinhaeuser, A. Tsonis
2012Climate Dynamics47 citations
Semantic Scholar
Improving management of aquatic invasions by integrating shipping network, ecological, and environmental data: data mining for social good
Jian Xu, T. Wickramarathne, N. Chawla, Erin K. Grey +4 more
2014Knowledge Discovery and Data Mining41 citations
Semantic Scholar
A Network-Based Approach to Understanding and Predicting Diseases
K. Steinhaeuser, N. Chawla
200941 citations
Semantic Scholar
An exploration of climate data using complex networks
K. Steinhaeuser, N. Chawla, A. Ganguly
2010SKDD39 citations
Semantic Scholar
Complex Networks In Climate Science: Progress, Opportunities And Challenges
K. Steinhaeuser, N. Chawla, A. Ganguly
2010Conference on Intelligent Data Understanding33 citations
Semantic Scholar
Climate Informatics
C. Monteleoni, G. Schmidt, F. Alexander, Alexandru Niculescu-Mizil +7 more
2013Computational Intelligent Data Analysis for Sustainable Development24 citations
Semantic Scholar
Motivating Complex Dependence Structures in Data Mining: A Case Study with Anomaly Detection in Climate
S. Kao, A. Ganguly, K. Steinhaeuser
20092009 IEEE International Conference on Data Mining Workshops24 citations
Semantic Scholar
Comparing Predictive Power in Climate Data: Clustering Matters
K. Steinhaeuser, N. Chawla, A. Ganguly
2011International Symposium on Spatial and Temporal Databases23 citations Open access
Semantic Scholar
Testing the significance of spatio-temporal teleconnection patterns
Jaya Kawale, Snigdhansu Chatterjee, D. Ormsby, K. Steinhaeuser +2 more
2012Knowledge Discovery and Data Mining21 citations
Semantic Scholar
Contextual Time Series Change Detection
Xi C. Chen, K. Steinhaeuser, S. Boriah, Snigdhansu Chatterjee +1 more
2013SDM20 citations Open access
Semantic Scholar
Different Modes of Variability over the Tasman Sea: Implications for Regional Climate*
S. Liess, Arjun Kumar, P. Snyder, Jaya Kawale +5 more
201419 citations Open access
Semantic Scholar
Change Detection from Temporal Sequences of Class Labels: Application to Land Cover Change Mapping
S. Boriah, A. Khandelwal, Vipin Kumar, Varun Mithal +1 more
2013SDM12 citations
Semantic Scholar
A new data mining framework for forest fire mapping
Xi C. Chen, A. Karpatne, Yashu Chamber, Varun Mithal +10 more
2012Conference on Intelligent Data Understanding10 citations
Semantic Scholar
Empirical comparison of correlation measures and pruning levels in complex networks representing the global climate system
Alex Pelan, K. Steinhaeuser, N. Chawla, Dilkushi A. de Alwis Pitts +1 more
2011IEEE Symposium on Computational Intelligence and Data Mining10 citations Open access
Semantic Scholar
Proceedings of the Sixth International Workshop on Knowledge Discovery from Sensor Data
Debasish Das, A. Ganguly, V. Chandola, O. Omitaomu +5 more
2009Knowledge Discovery and Data Mining10 citations
Semantic Scholar
Time series change detection using segmentation: A case study for land cover monitoring
Varun Mithal, Zachary O’connor, K. Steinhaeuser, S. Boriah +3 more
2012Conference on Intelligent Data Understanding9 citations
Semantic Scholar
Importance of vegetation type in forest cover estimation
A. Karpatne, Mace Blank, Michael Lau, S. Boriah +3 more
2012Conference on Intelligent Data Understanding8 citations
Semantic Scholar
Earth Science Applications of Sensor Data
A. Karpatne, James H. Faghmous, Jaya Kawale, L. Styles +9 more
2013Managing and Mining Sensor Data7 citations
Semantic Scholar
Large-Scale Machine Learning in the Earth Sciences
A. Srivastava, R. Nemani, K. Steinhaeuser
20176 citations
Semantic Scholar
Geographic analysis & visualization of climate extremes for the Quadrennial Defense Review
A. Ganguly, K. Steinhaeuser, A. Sorokine, Esther S. Parish +2 more
2009ACM SIGSPATIAL International Workshop on Advances in Geographic Information Systems4 citations
Semantic Scholar
Spatiotemporal Global Climate Model Tracking
A. Srivastava, R. Nemani, K. Steinhaeuser
20173 citations
Semantic Scholar
Using Large-Scale Machine Learning to Improve Our Understanding of the Formation of Tornadoes
A. Srivastava, R. Nemani, K. Steinhaeuser
20173 citations
Semantic Scholar
Patterns of Ship-borne Species Spread: A Clustering Approach for Risk Assessment and Management of Non-indigenous Species Spread
Jian Xu, T. Wickramarathne, Erin K. Grey, K. Steinhaeuser +4 more
2014arXiv.org3 citations
Semantic Scholar
Exploiting Thread-Level Parallelism to Build Decision Trees
K. Steinhaeuser, N. Chawla, P. Kogge
20063 citations
Semantic Scholar
Statistical Downscaling in Climate with State-of-the-Art Scalable Machine Learning
A. Srivastava, R. Nemani, K. Steinhaeuser
20172 citations
Semantic Scholar
Unmixing Algorithms: A Review of Techniques for Spectral Detection and Classification of Land Cover from Mixed Pixels on NASA Earth Exchange
A. Srivastava, R. Nemani, K. Steinhaeuser
20171 citations
Semantic Scholar
Structured Estimation in High Dimensions: Applications in Climate
A. Srivastava, R. Nemani, K. Steinhaeuser
20171 citations
Semantic Scholar
Preface to the Third IEEE ICDM Workshop on Knowledge Discovery from Climate Data
N. Chawla, A. Ganguly, Vipin Kumar, Michael S. Steinbach +18 more
2011IEEE ICDM 20111 citations
Semantic Scholar
Trends and geographical variability in hydro-meteorological extremes for the 21st century from a climate model, 3rd International Perspective on Current and Future State of Water Resources and the Environment
A. Ganguly, K. Steinhaeuser, S. Kao, Esther S. Parish +3 more
20101 citations
Semantic Scholar
Complex networks as a tool of choice for improving the science of climate extremes and reducing uncertainty in their projections
K. Steinhaeuser, A. Ganguly, N. Chawla
20091 citations
Semantic Scholar
Development and Evaluation of a Tailored Mobile Health Intervention to Improve Medication Adherence in Black Patients With Uncontrolled Hypertension and Type 2 Diabetes: Pilot Randomized Feasibility Trial (Preprint)
Antoinette M. Schoenthaler, M. Leon, M. Butler, K. Steinhaeuser +1 more
20190 citations Open access
Semantic Scholar
Semantic Interoperability of Long-Tail Geoscience Resources over the Web
A. Srivastava, R. Nemani, K. Steinhaeuser
20170 citations
Semantic Scholar
Large-Scale Machine Learning for Species Distributions
A. Srivastava, R. Nemani, K. Steinhaeuser
20170 citations
Semantic Scholar
Network Science Perspectives on Engineering Adaptation to Climate Change and Weather Extremes
A. Srivastava, R. Nemani, K. Steinhaeuser
20170 citations
Semantic Scholar
Supplement for " Contextual Time Series Change Detection " Technical Report Supplement for " Contextual Time Series Change Detection " Contextual Time Series Change Detection
Xi C. Chen, K. Steinhaeuser, S. Boriah, Snigdhansu Chatterjee +1 more
20130 citations
Semantic Scholar
Approximate Search on Massive Spatiotemporal Datasets
Ivan Brugere, K. Steinhaeuser, S. Boriah, Vipin Kumar
20122012 IEEE 12th International Conference on Data Mining Workshops0 citations Open access
Semantic Scholar
New Algorithms for Detecting Forest Fires on a Global Scale 1 From MODIS Time Series Analysis
A. Karpatne, Xi C. Chen, Yashu Chamber, Varun Mithal +7 more
20120 citations
Semantic Scholar

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