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ORCIDRebecca A. Hutchinson
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- affiliation: Oregon State University, Corvallis, OR, USA
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Journal Articles
- 2021
[j4]Chunxue Xu, Perry Hystad, Rui Chen, Jamon Van Den Hoek, Rebecca A. Hutchinson, Steve Hankey, Robert Kennedy:
Application of training data affects success in broad-scale local climate zone mapping. Int. J. Appl. Earth Obs. Geoinformation 103: 102482 (2021)- [j3]Xiao Fu
, Eugene Seo, Justin Clarke, Rebecca A. Hutchinson:
Link Prediction Under Imperfect Detection: Collaborative Filtering for Ecological Networks. IEEE Trans. Knowl. Data Eng. 33(8): 3117-3128 (2021) - 2009
- [j2]Rebecca A. Hutchinson, Radu Stefan Niculescu, Timothy A. Keller, Indrayana Rustandi, Tom M. Mitchell:
Modeling fMRI data generated by overlapping cognitive processes with unknown onsets using Hidden Process Models. NeuroImage 46(1): 87-104 (2009) - 2004
- [j1]Tom M. Mitchell, Rebecca A. Hutchinson, Radu Stefan Niculescu, Francisco Pereira, Xuerui Wang, Marcel Adam Just, Sharlene D. Newman:
Learning to Decode Cognitive States from Brain Images. Mach. Learn. 57(1-2): 145-175 (2004)
Conference and Workshop Papers
- 2023
- [c11]Shahana Ibrahim, Xiao Fu, Rebecca A. Hutchinson, Eugene Seo:
Under-Counted Tensor Completion with Neural Incorporation of Attributes. ICML 2023: 14283-14315 - 2021
- [c10]Eugene Seo, Rebecca A. Hutchinson, Xiao Fu, Chelsea Li, Tyler A. Hallman, John Kilbride, W. Douglas Robinson:
StatEcoNet: Statistical Ecology Neural Networks for Species Distribution Modeling. AAAI 2021: 513-521 - 2018
- [c9]Eugene Seo, Rebecca A. Hutchinson:
Predicting Links in Plant-Pollinator Interaction Networks Using Latent Factor Models With Implicit Feedback. AAAI 2018: 808-815 - 2017
- [c8]Rebecca A. Hutchinson, Liqiang He, Sarah C. Emerson:
Species Distribution Modeling of Citizen Science Data as a Classification Problem with Class-Conditional Noise. AAAI 2017: 4516-4523 - 2014
- [c7]Jun Yu, Rebecca A. Hutchinson, Weng-Keen Wong:
A Latent Variable Model for Discovering Bird Species Commonly Misidentified by Citizen Scientists. AAAI 2014: 500-507 - 2012
- [c6]Thomas G. Dietterich, Ethan W. Dereszynski, Rebecca A. Hutchinson, Dan Sheldon:
Machine learning for computational sustainability. IGCC 2012: 1 - 2011
- [c5]Rebecca A. Hutchinson, Li-Ping Liu, Thomas G. Dietterich:
Incorporating Boosted Regression Trees into Ecological Latent Variable Models. AAAI 2011: 1343-1348 - 2010
- [c4]Jun Yu, Weng-Keen Wong, Rebecca A. Hutchinson:
Modeling Experts and Novices in Citizen Science Data for Species Distribution Modeling. ICDM 2010: 1157-1162 - 2006
- [c3]Rebecca A. Hutchinson, Tom M. Mitchell, Indrayana Rustandi:
Hidden process models. ICML 2006: 433-440 - 2003
- [c2]Tom M. Mitchell, Rebecca A. Hutchinson, Marcel Adam Just, Radu Stefan Niculescu, Francisco Pereira, Xuerui Wang:
Classifying Instantaneous Cognitive States from fMRI Data. AMIA 2003 - [c1]Xuerui Wang, Rebecca A. Hutchinson, Tom M. Mitchell:
Training fMRI Classifiers to Discriminate Cognitive States across Multiple Subjects. NIPS 2003: 709-716
Editorship
- 2015
- [e1]Bistra Dilkina, Stefano Ermon, Rebecca A. Hutchinson, Daniel Sheldon:
Computational Sustainability, Papers from the 2015 AAAI Workshop, Austin, Texas, USA, January 26, 2015. AAAI Technical Report WS-15-06, AAAI Press 2015, ISBN 978-1-57735-717-9 [contents]
Informal and Other Publications
- 2023
- [i3]Shahana Ibrahim, Xiao Fu, Rebecca A. Hutchinson, Eugene Seo:
Under-Counted Tensor Completion with Neural Incorporation of Attributes. CoRR abs/2306.03273 (2023) - 2021
- [i2]Eugene Seo, Rebecca A. Hutchinson, Xiao Fu, Chelsea Li, Tyler A. Hallman, John Kilbride, W. Douglas Robinson:
StatEcoNet: Statistical Ecology Neural Networks for Species Distribution Modeling. CoRR abs/2102.08534 (2021) - 2019
- [i1]Xiao Fu, Eugene Seo, Justin Clarke, Rebecca A. Hutchinson:
Link Prediction Under Imperfect Detection: Collaborative Filtering for Ecological Networks. CoRR abs/1910.03659 (2019)
Coauthor Index
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