Rebecca A. Hutchinson, Ph.D.
Affiliations: | Carnegie Mellon University, Pittsburgh, PA |
Area:
machine learningGoogle:
"Rebecca Hutchinson"Mean distance: 19.55 (cluster 15)
Parents
Sign in to add mentor| Tom Michael Mitchell | grad student | 2009 | Carnegie Mellon | |
| (Hidden process models.) | ||||
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Publications
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| Valente JJ, Hutchinson RA, Betts MG. (2017) Distinguishing distribution dynamics from temporary emigration using dynamic occupancy models Methods in Ecology and Evolution. 8: 1707-1716 |
| Hutchinson RA, Valente JJ, Emerson SC, et al. (2015) Penalized likelihood methods improve parameter estimates in occupancy models Methods in Ecology and Evolution. 6: 949-959 |
| Shirley SM, Yang Z, Hutchinson RA, et al. (2013) Species distribution modelling for the people: Unclassified landsat TM imagery predicts bird occurrence at fine resolutions Diversity and Distributions. 19: 855-866 |
| Hochachka WM, Fink D, Hutchinson RA, et al. (2012) Data-intensive science applied to broad-scale citizen science. Trends in Ecology & Evolution. 27: 130-7 |
| Yu J, Wong WK, Hutchinson RA. (2010) Modeling experts and novices in citizen science data for species distribution modeling Proceedings - Ieee International Conference On Data Mining, Icdm. 1157-1162 |
| Hutchinson RA, Niculescu RS, Keller TA, et al. (2009) Modeling fMRI data generated by overlapping cognitive processes with unknown onsets using Hidden Process Models. Neuroimage. 46: 87-104 |
| Hutchinson RA, Mitchell TM, Rustandi I. (2006) Hidden process models Acm International Conference Proceeding Series. 148: 433-440 |
| Mitchell TM, Hutchinson R, Niculescu RS, et al. (2004) Learning to decode cognitive states from brain images Machine Learning. 57: 145-175 |
| Wang X, Hutchinson R, Mitchell TM. (2004) Training fMRI classifiers to discriminate cognitive states across multiple subjects Advances in Neural Information Processing Systems |
| Mitchell TM, Hutchinson R, Just MA, et al. (2003) Classifying instantaneous cognitive states from FMRI data. Amia ... Annual Symposium Proceedings / Amia Symposium. Amia Symposium. 465-9 |