Rebecca A. Hutchinson

24 papers A* 10Misc 2Journal 9Unranked 2
YearRankTypeTitle / Venue / Authors
2025 A* conf
Data Augmentation Approaches for Satellite Imagery.
AAAI
Laurel M. Hopkins, Weng-Keen Wong, Hannah Kerner, Fuxin Li, Rebecca A. Hutchinson
2025 A* conf
Spatial Clustering of Citizen Science Data Improves Downstream Species Distribution Models.
AAAI
Nahian Ahmed, Mark Roth, Tyler A. Hallman, W. Douglas Robinson, Rebecca A. Hutchinson
2025 Misc conf
Under-Counted Matrix Completion Without Detection Features.
ICASSP
Tri Nguyen, Shahana Ibrahim, Rebecca A. Hutchinson, Xiao Fu
2024 J jnl
Spatial Clustering of Citizen Science Data Improves Downstream Species Distribution Models.
CoRR
Nahian Ahmed, Mark Roth, Tyler A. Hallman, W. Douglas Robinson, Rebecca A. Hutchinson
2023 J jnl
Cross-validation for Geospatial Data: Estimating Generalization Performance in Geostatistical Problems.
Trans. Mach. Learn. Res.
Jing Wang, Laurel M. Hopkins, Tyler A. Hallman, W. Douglas Robinson, Rebecca A. Hutchinson
2023 A* conf
Under-Counted Tensor Completion with Neural Incorporation of Attributes.
ICML
Shahana Ibrahim, Xiao Fu, Rebecca A. Hutchinson, Eugene Seo
2023 J jnl
Under-Counted Tensor Completion with Neural Incorporation of Attributes.
CoRR
Shahana Ibrahim, Xiao Fu, Rebecca A. Hutchinson, Eugene Seo
2021 J jnl
Application of training data affects success in broad-scale local climate zone mapping.
Int. J. Appl. Earth Obs. Geoinformation
Chunxue Xu, Perry Hystad, Rui Chen, Jamon Van Den Hoek, Rebecca A. Hutchinson, Steve Hankey, Robert E. Kennedy
2021 J jnl
Link Prediction Under Imperfect Detection: Collaborative Filtering for Ecological Networks.
IEEE Trans. Knowl. Data Eng.
Xiao Fu, Eugene Seo, Justin Clarke, Rebecca A. Hutchinson
2021 A* conf
StatEcoNet: Statistical Ecology Neural Networks for Species Distribution Modeling.
AAAI
Eugene Seo, Rebecca A. Hutchinson, Xiao Fu, Chelsea Li, Tyler A. Hallman, John Kilbride, W. Douglas Robinson
2021 J jnl
StatEcoNet: Statistical Ecology Neural Networks for Species Distribution Modeling.
CoRR
Eugene Seo, Rebecca A. Hutchinson, Xiao Fu, Chelsea Li, Tyler A. Hallman, John Kilbride, W. Douglas Robinson
2019 J jnl
Link Prediction Under Imperfect Detection: Collaborative Filtering for Ecological Networks.
CoRR
Xiao Fu, Eugene Seo, Justin Clarke, Rebecca A. Hutchinson
2018 A* conf
Predicting Links in Plant-Pollinator Interaction Networks Using Latent Factor Models With Implicit Feedback.
AAAI
Eugene Seo, Rebecca A. Hutchinson
2017 A* conf
Species Distribution Modeling of Citizen Science Data as a Classification Problem with Class-Conditional Noise.
AAAI
Rebecca A. Hutchinson, Liqiang He, Sarah C. Emerson
2015 — ed.
Computational Sustainability, Papers from the 2015 AAAI Workshop, Austin, Texas, USA, January 26, 2015.
AAAI Workshop: Computational Sustainability
Bistra Dilkina, Stefano Ermon, Rebecca A. Hutchinson, Daniel Sheldon
2014 A* conf
A Latent Variable Model for Discovering Bird Species Commonly Misidentified by Citizen Scientists.
AAAI
Jun Yu, Rebecca A. Hutchinson, Weng-Keen Wong
2012 — conf
Machine learning for computational sustainability.
IGCC
Thomas G. Dietterich, Ethan W. Dereszynski, Rebecca A. Hutchinson, Dan Sheldon
2011 A* conf
Incorporating Boosted Regression Trees into Ecological Latent Variable Models.
AAAI
Rebecca A. Hutchinson, Li-Ping Liu, Thomas G. Dietterich
2010 A* conf
Modeling Experts and Novices in Citizen Science Data for Species Distribution Modeling.
ICDM
Jun Yu, Weng-Keen Wong, Rebecca A. Hutchinson
2009 J jnl
Modeling fMRI data generated by overlapping cognitive processes with unknown onsets using Hidden Process Models.
NeuroImage
Rebecca A. Hutchinson, Radu Stefan Niculescu, Timothy A. Keller, Indrayana Rustandi, Tom M. Mitchell
2006 A* conf
Hidden process models.
ICML
Rebecca A. Hutchinson, Tom M. Mitchell, Indrayana Rustandi
2004 J jnl
Learning to Decode Cognitive States from Brain Images.
Mach. Learn.
Tom M. Mitchell, Rebecca A. Hutchinson, Radu Stefan Niculescu, Francisco Pereira, Xuerui Wang, Marcel Adam Just, Sharlene D. Newman
2003 Misc conf
Classifying Instantaneous Cognitive States from fMRI Data.
AMIA
Tom M. Mitchell, Rebecca A. Hutchinson, Marcel Adam Just, Radu Stefan Niculescu, Francisco Pereira, Xuerui Wang
2003 — conf
Training fMRI Classifiers to Discriminate Cognitive States across Multiple Subjects.
NIPS
Xuerui Wang, Rebecca A. Hutchinson, Tom M. Mitchell