Adele Cutler Ph.D.

Publications | Abstracts

• Wengreen, H., Corcoran, C.D, Cutler, A., Munger, R.G, Quach, A., Tschanz, J.T, Ward, R.E, (2012). Erythrocyte omega-3 fatty acid concentrations and cognitive function: The Cache County Study on Memory and Aging. Alzheimer’s & Dementia *
• Wengreen, H., Quach, A., Cutler, A., Munger, R.G, Corcoran, C.D, (2012). Whole-grain intake and risk of all-cause mortality among elderly men and women: the Cache, County Study on Memory, Health and Aging. The FASEB Journal *

An asterisk (*) at the end of a publication indicates that it has not been peer-reviewed.

Publications | Books

Publications | Book Chapters

• Cutler, A., Cutler, D., Stevens, J.R, (2012). Random Forests: Ensemble Machine Learning, Methods and Applications. Springer
• Cutler, A., Cutler, D., Stevens, J.R, (2009). Tree Based Methods: High-Dimensional Data Analysis in Oncology, Applied Bioinformatics and Biostatistics in Cancer Research. Springer
• Stevens, J.R, Cutler, A., (2006). Random Forests for Microarrays: DNA Microarrays, Part B: Databases and Statistics, (Methods in Enzymology). Academic Press
• Cutler, A., Corcoran, C.D, Toone, L., (2005). Bagging: Encyclopedia of Statistics in Behavioral Science. Wiley & Sons *
• Cutler, A., (2005). Random Forests. Encyclopedia of Statistics in Behavioral Science

An asterisk (*) at the end of a publication indicates that it has not been peer-reviewed.

Publications | Journal Articles

Academic Journal

• Gaona-Partida, P., Yeh, C., Sun, Y., Cutler, A., (2024). Random forests regression for soft interval data. Communications in Statistics - Simulation and Computation, 1-20.
• Rhodes, J., Cutler, A., Moon, K., (2023). Geometry- and accuracy-preserving random forest proximities. IEEE Transactions on Pattern Analysis and Machine Intelligence, 45:9, 10947 - 10959.
• Zaman, T., Kulyukin, V.A, Cutler, A., (2016). Text Skew Detection in Printed Text Images Relying on 2D Haar Wavelets. Journal of Graphics, Vision and Image Processing (GVIP), 16:1, 41-50.
• Wengreen, H., Munger, R.G, Cutler, A., Quach, A., Bowles, A., Corcoran, C.D, Tschanz, J.T, Norton, M.C, Welsh-Bohmer, K., (2013). Prospective study of dietary approaches to stop hypertension- and mediterranean-style dietary patterns and age-related cognitive change: The Cache County Study on Memory, Health and Aging. American Journal of Clinical Nutrition, 98:5, 1263-1271. doi: 10.3945/ajcn.112.051276
• Cutler, A., (2010). Remembering Leo Breiman. Annals of Applied Statistics, 4:4, 1621–1633.
• Goldstein, B.A, Hubbard, A.E, Cutler, A., Barcellos, L.F, (2010). An application of Random Forests to a genome-wide association dataset: methodological considerations & new findings. BMC genetics, 11:1, 49.
• Cutler, D., Edwards, T.C, Beard, K.H, Cutler, A., Hess, K.T, Gibson, J., Lawler, J.J, (2007). Random Forests for Classification in Ecology. Ecology, 88:11, 2783-2792.
• Torres, A.R, Sweeten, T.L, Cutler, A., Bedke, B.J, Fillmore, M., Stubbs, E.G, Odell, D., (2006). The association and linkage of the HLA-A2 class I allele with autism. Human Immunology, 67:4-5, 346-351.
• Odell, D., Maciulis, A., Cutler, A., Warren, L., McMahon, W., Coon, H., Stubbs, G., Henley, K., Torres, A., (2005). Confirmation of the Association of the C4B Null Allele in Autism. Human Immunology, 66:2, 140-145.
• Truong, Y., Lin, X., Beecher, C., Cutler, A., Young, S., (2004). Learning a complex metabolomic dataset using random forests and support vector machines. Knowledge Discovery and Data Mining
• Xie, Y., Chou, L., Cutler, A., Weimer, B., (2004). Expression profiling Lactococcus lactis ssp. lactis IL1403 during environmental stresses with DNA macroarray. Applied and Environmental Microbiology, 70:11, 6738-6747.
• Cutler, D., Brown, L., Powell, J.A, Bentz, B., Cutler, A., (2003). Identifying ‘Redtops’: Classification of Satellite Imagery for Tracking Mountain Pine Beetle Progression through a Pine Forest. Computing Science and Statistics, 35, 711–728.
• Xie, Y., Cutler, A., Weimer, B., Parfionovas, A., (2003). Statisical Methods for Spot Detection with Macroarray Data. Computing Science and Statistics, 35, 490–505.
• Torres, A.R, Maciulis, A., Stubbs, E.G, Lainhart, J., Cutler, A., Odell, J.D, (2002). The Transmission Disequilibrium Test suggests that HLA-DR4 is linked in Autism Spectrum Disorder. Human Immunology, 63:4, 311–316.
• Cutler, A., Zhao, G., (2001). PERT – Perfect Random Tree Ensembles. Computing Science and Statistics, 33, 490-497.
• Cutler, D., Cutler, A., (2000). Minimum Hellinger Distance Estimation for the Beta Distribution. Communications in Statistics, 29:7, 1487-1509.
• Stone, E., Cutler, A., (1996). Archetypal analysis of spatio-temporal dynamics. Physica D, 90, 209-224.
• Stone, E., Cutler, A., (1996). Introduction to archetypal analysis of spatio-temporal dynamics. Physica D, 96, 110-131.
• Cutler, A., Cordero–Brana, O., (1996). Minimum Hellinger Distance Estimation for Finite Mixture Models. Journal of the American Statistical Association, 91:436, 1716-1723.
• Cutler, A., Baritompa, W., (1994). Accelerations for Global Optimization Covering Methods Using Second Derivatives. The Journal of Global Optimiza- tion, 4, 329-341.
• Cutler, A., Breiman, L., (1994). Archetypal analysis. Technometrics, 36:4, 338-347.
• Cutler, A., (1993). A branch and bound algorithm for constrained least squares. Com- munications in Statistics - Simulation and Computation, 22:2, 305-321.
• Cutler, A., Breiman, L., (1993). A deterministic algorithm for global optimization. Mathematical Programming, 58:2, 179-199.
• Whindham, M., Cutler, A., (1992). Information Ratios for Validating Mixture Analysis. Am. Statistical Assoc, 87, 1–188.

An asterisk (*) at the end of a publication indicates that it has not been peer-reviewed.

Publications | Technical Reports

Other Reports

• Moisen, G.G, Cutler, D., Cutler, A., (1990). Maximum Likelihood Estimation for Heteroscedastic Linear Models. Utah State University Department of Mathematics and Statistics Technical Report Series

An asterisk (*) at the end of a publication indicates that it has not been peer-reviewed.

Publications | Other

Magazine/Trade Publications

• Cutler, D., Grange, E.V, Hampton, V.L, Cutler, A., Langdon, T.P, Ryan, M.T, (2005). Analysis of Factors Relating to Success on the CFP® Certification Examination. Financial Services Review

Other

An asterisk (*) at the end of a publication indicates that it has not been peer-reviewed.