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Rebecca A. Hutchinson, Ph.D. - Publications

Affiliations: 
Carnegie Mellon University, Pittsburgh, PA 
Area:
machine learning
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10 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2017 Valente JJ, Hutchinson RA, Betts MG. Distinguishing distribution dynamics from temporary emigration using dynamic occupancy models Methods in Ecology and Evolution. 8: 1707-1716. DOI: 10.1111/2041-210X.12840  0.305
2015 Hutchinson RA, Valente JJ, Emerson SC, Betts MG, Dietterich TG. Penalized likelihood methods improve parameter estimates in occupancy models Methods in Ecology and Evolution. 6: 949-959. DOI: 10.1111/2041-210X.12368  0.338
2013 Shirley SM, Yang Z, Hutchinson RA, Alexander JD, Mcgarigal K, Betts MG. Species distribution modelling for the people: Unclassified landsat TM imagery predicts bird occurrence at fine resolutions Diversity and Distributions. 19: 855-866. DOI: 10.1111/Ddi.12093  0.317
2012 Hochachka WM, Fink D, Hutchinson RA, Sheldon D, Wong WK, Kelling S. Data-intensive science applied to broad-scale citizen science. Trends in Ecology & Evolution. 27: 130-7. PMID 22192976 DOI: 10.1016/J.Tree.2011.11.006  0.333
2010 Yu J, Wong WK, Hutchinson RA. Modeling experts and novices in citizen science data for species distribution modeling Proceedings - Ieee International Conference On Data Mining, Icdm. 1157-1162. DOI: 10.1109/ICDM.2010.103  0.308
2009 Hutchinson RA, Niculescu RS, Keller TA, Rustandi I, Mitchell TM. Modeling fMRI data generated by overlapping cognitive processes with unknown onsets using Hidden Process Models. Neuroimage. 46: 87-104. PMID 19457397 DOI: 10.1016/J.Neuroimage.2009.01.025  0.565
2006 Hutchinson RA, Mitchell TM, Rustandi I. Hidden process models Acm International Conference Proceeding Series. 148: 433-440. DOI: 10.1145/1143844.1143899  0.623
2004 Mitchell TM, Hutchinson R, Niculescu RS, Pereira F, Wang X, Just M, Newman S. Learning to decode cognitive states from brain images Machine Learning. 57: 145-175. DOI: 10.1023/B:Mach.0000035475.85309.1B  0.714
2004 Wang X, Hutchinson R, Mitchell TM. Training fMRI classifiers to discriminate cognitive states across multiple subjects Advances in Neural Information Processing Systems.  0.531
2003 Mitchell TM, Hutchinson R, Just MA, Niculescu RS, Pereira F, Wang X. Classifying instantaneous cognitive states from FMRI data. Amia ... Annual Symposium Proceedings / Amia Symposium. Amia Symposium. 465-9. PMID 14728216  0.718
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