Ethan W. Dereszynski

Quantity is Nothing without Quality: Automated QA/QC for Streaming Environmental Sensor Data

John Campbell, Lindsey E. Rustad, John H. Porter et al. · BioScience · 2013 · 121 citations · Full text

Environmental Monitoring, Engineering, Water Quality Monitoring +18

Spatiotemporal Models for Data-Anomaly Detection in Dynamic Environmental Monitoring Campaigns

Ethan W. Dereszynski, Thomas G. Dietterich · ACM Transactions on Sensor Networks · 2011 · 82 citations

Environmental Monitoring, Anomaly Detection, Bayesian Network Structure +19

Learning Probabilistic Behavior Models in Real-Time Strategy Games

Ethan W. Dereszynski, Jesse Hostetler, Alan Fern et al. · Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment · 2011 · 80 citations · Full text

Artificial Intelligence, Game Ai, Engineering +20

Probabilistic Models for Anomaly Detection in Remote Sensor Data Streams

Ethan W. Dereszynski, Thomas G. Dietterich · arXiv (Cornell University) · 2012 · 30 citations · Full text

Inferring Strategies from Limited Reconnaissance in Real-time Strategy Games

Jesse Hostetler, Ethan W. Dereszynski, Thomas G. Dietterich et al. · arXiv (Cornell University) · 2012 · 17 citations · Full text

Artificial Intelligence, Game Ai, Engineering +19