A Unifying Review of Deep and Shallow Anomaly Detection
Ruff, Lukas, Kauffmann, Jacob R., Vandermeulen, Robert A., Montavon, Gregoire, Samek, Wojciech, Kloft, Marius, Dietterich, Thomas G., Muller, Klaus-Robert
Published in Proceedings of the IEEE (01.05.2021)
Published in Proceedings of the IEEE (01.05.2021)
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Journal Article
Confidence Calibration for Domain Generalization under Covariate Shift
Gong, Yunye, Lin, Xiao, Yao, Yi, Dietterich, Thomas G., Divakaran, Ajay, Gervasio, Melinda
Published in 2021 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2021)
Published in 2021 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2021)
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Conference Proceeding
Managing Fragmented Fire-Threatened Landscapes with Spatial Externalities
Lauer, Christopher J, Montgomery, Claire A, Dietterich, Thomas G
Published in Forest science (10.08.2020)
Published in Forest science (10.08.2020)
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Journal Article
Structured machine learning: the next ten years
Dietterich, Thomas G., Domingos, Pedro, Getoor, Lise, Muggleton, Stephen, Tadepalli, Prasad
Published in Machine learning (01.10.2008)
Published in Machine learning (01.10.2008)
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Journal Article
Spatial interactions and optimal forest management on a fire-threatened landscape
Lauer, Christopher J., Montgomery, Claire A., Dietterich, Thomas G.
Published in Forest policy and economics (01.10.2017)
Published in Forest policy and economics (01.10.2017)
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Journal Article
Optimal Spatial-Dynamic Management of Stochastic Species Invasions
Hall, Kim Meyer, Albers, Heidi J., Alkaee Taleghan, Majid, Dietterich, Thomas G.
Published in Environmental & resource economics (01.06.2018)
Published in Environmental & resource economics (01.06.2018)
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Journal Article
Automated insect identification through concatenated histograms of local appearance features: feature vector generation and region detection for deformable objects
Larios, Natalia, Deng, Hongli, Zhang, Wei, Sarpola, Matt, Yuen, Jenny, Paasch, Robert, Moldenke, Andrew, Lytle, David A., Correa, Salvador Ruiz, Mortensen, Eric N., Shapiro, Linda G., Dietterich, Thomas G.
Published in Machine vision and applications (01.03.2008)
Published in Machine vision and applications (01.03.2008)
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Journal Article
Crowds Replicate Performance of Scientific Experts Scoring Phylogenetic Matrices of Phenotypes
O’Leary, Maureen A., Alphonse, Kenzley, Arce H., Mariangeles, Cavaliere, Dario, Cirranello, Andrea, Dietterich, Thomas G., Julius, Matthew, Kaufman, Seth, Law, Edith, Passarotti, Maria, Reft, Abigail, Robalino, Javier, Simmons, Nancy B., Smith, Selena Y., Stevenson, Dennis W., Theriot, Ed, Velazco, Paúl M., Walls, Ramona L., Yu, Mengjie, Daly, Marymegan
Published in Systematic biology (01.01.2018)
Published in Systematic biology (01.01.2018)
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Journal Article
Solving the multiple instance problem with axis-parallel rectangles
Dietterich, Thomas G., Lathrop, Richard H., Lozano-Pérez, Tomás
Published in Artificial intelligence (1997)
Published in Artificial intelligence (1997)
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Journal Article
Segmentation of touching insects based on optical flow and NCuts
Yao, Qing, Liu, Qingjie, Dietterich, Thomas G., Todorovic, Sinisa, Lin, Jeffrey, Diao, Guangqiang, Yang, Baojun, Tang, Jian
Published in Biosystems engineering (01.02.2013)
Published in Biosystems engineering (01.02.2013)
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Journal Article
Reconstructing Velocities of Migrating Birds from Weather Radar — A Case Study in Computational Sustainability
Farnsworth, Andrew, Sheldon, Daniel, Geevarghese, Jeffrey, Irvine, Jed, Van Doren, Benjamin, Webb, Kevin, Dietterich, Thomas G., Kelling, Steve
Published in The AI magazine (22.06.2014)
Published in The AI magazine (22.06.2014)
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Journal Article
Map Misclassification Can Cause Large Errors in Landscape Pattern Indices: Examples from Habitat Fragmentation
Langford, W.T, Gergel, S.E, Dietterich, T.G, Cohen, W
Published in Ecosystems (New York) (01.04.2006)
Published in Ecosystems (New York) (01.04.2006)
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Journal Article