Steinbach, Michael

Top 10 algorithms in data mining

Wu, X., Kumar, V., Ross Quinlan, J., Ghosh, J., Yang, Q., Motoda, H., McLachlan, G. J., Ng, A., Liu, B., Yu, P. S., et al. (2008) · Knowledge and Information Systems

Data Mining Algorithms and ApplicationsData Mining and Machine Learning Applications

Cited by 5,667

Theory-Guided Data Science: A New Paradigm for Scientific Discovery from Data

Karpatne, A., Atluri, G., Faghmous, J. H., Steinbach, M., Banerjee, A., Ganguly, A., Shekhar, S., Samatova, N., & Kumar, V. (2017) · IEEE Transactions on Knowledge and Data Engineering

Model Reduction and Neural NetworksMachine Learning in Materials Science

Cited by 1,752

Mining Electronic Health Records (EHRs): A Survey

Yadav, P., Steinbach, M., Kumar, V., & Simon, G. (2018) · ACM Computing Surveys

Machine Learning in HealthcareElectronic Health Records Systems

Cited by 299

Land cover change detection: a case study

Boriah, S., Kumar, V., Steinbach, M., Potter, C., & Klooster, S. (2008) · Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining

Remote-Sensing Image ClassificationRemote Sensing and Land Use

Cited by 43

Theory-Guided Data Science for Climate Change

Faghmous, J. H., Banerjee, A., Shekhar, S., Steinbach, M., Kumar, V., Ganguly, A. R., & Samatova, N. (2014) · Computer

Climate variability and modelsSpatial and Panel Data Analysis

Cited by 42

Terrestrial vegetation dynamics and global climate controls

Potter, C., Boriah, S., Steinbach, M., Kumar, V., & Klooster, S. (2008) · Climate Dynamics

Remote Sensing in AgricultureClimate variability and models

Cited by 42

A graph‐based approach to find teleconnections in climate data

Kawale, J., Liess, S., Kumar, A., Steinbach, M., Snyder, P., Kumar, V., Ganguly, A. R., Samatova, N. F., & Semazzi, F. (2013) · Statistical Analysis and Data Mining: The ASA Data Science Journal

Climate variability and modelsEcosystem dynamics and resilience

Cited by 37