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David M. Johnson 0001

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affiliation: University of Michigan, Ann Arbor, MI, USA
affiliation (PhD 2017): State University of New York at Buffalo, Department of Computer Science and Engineering, NY, USA

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2010 – 2019

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2017
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Caiming Xiong, David M. Johnson, Jason J. Corso:
Active Clustering with Model-Based Uncertainty Reduction. IEEE Trans. Pattern Anal. Mach. Intell. 39(1): 5-17 (2017)
2016
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David M. Johnson, Caiming Xiong, Jason J. Corso:
Semi-Supervised Nonlinear Distance Metric Learning via Forests of Max-Margin Cluster Hierarchies. IEEE Trans. Knowl. Data Eng. 28(4): 1035-1046 (2016)
2014
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Caiming Xiong, Wei Chen, Gang Chen, David M. Johnson, Jason J. Corso:
Adaptive Quantization for Hashing: An Information-Based Approach to Learning Binary Codes. SDM 2014: 172-180
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Caiming Xiong, David M. Johnson, Jason J. Corso:
Active Clustering with Model-Based Uncertainty Reduction. CoRR abs/1402.1783 (2014)
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David M. Johnson, Caiming Xiong, Jason J. Corso:
Semi-Supervised Nonlinear Distance Metric Learning via Forests of Max-Margin Cluster Hierarchies. CoRR abs/1402.5565 (2014)
2013
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David M. Johnson, Caiming Xiong, Jing Gao, Jason J. Corso:
Comprehensive Cross-Hierarchy Cluster Agreement Evaluation. AAAI (Late-Breaking Developments) 2013
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Caiming Xiong, David M. Johnson, Jason J. Corso:
Uncertainty Reduction for Active Image Clustering via a Hybrid Global-Local Uncertainty Model. AAAI (Late-Breaking Developments) 2013
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Neil Coffee, James O. Gawley, Christopher W. Forstall, Walter J. Scheirer, David M. Johnson, Jason J. Corso, Brian C. Parks:
Modelling the Interpretation of Literary Allusion with Machine Learning Techniques. DH 2013: 478-479
2012
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Caiming Xiong, David M. Johnson, Ran Xu, Jason J. Corso:
Random forests for metric learning with implicit pairwise position dependence. KDD 2012: 958-966
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Caiming Xiong, David M. Johnson, Ran Xu, Jason J. Corso:
Random Forests for Metric Learning with Implicit Pairwise Position Dependence. CoRR abs/1201.0610 (2012)

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