| An ExPosition of multivariate analysis with the Singular Value Decomposition in R. D Beaton, CR Chin Fatt, H Abdi Computational Statistics & Data Analysis 72 (0), 176--189, 2014 | 94* | 2014 |
| Variability in the analysis of a single neuroimaging dataset by many teams R Botvinik-Nezer, F Holzmeister, CF Camerer, A Dreber, J Huber, ... Nature, 1-7, 2020 | 93 | 2020 |
| Crowdsourced estimation of cognitive decline and resilience in Alzheimer's disease GI Allen, N Amoroso, C Anghel, V Balagurusamy, CJ Bare, D Beaton, ... Alzheimer's & Dementia 12 (6), 645-653, 2016 | 61 | 2016 |
| Differences in human cortical gene expression match the temporal properties of large-scale functional networks C Cioli, H Abdi, D Beaton, Y Burnod, S Mesmoudi PloS one 9 (12), e115913, 2014 | 38 | 2014 |
| CQoCO: A measure for comparative quality of coverage and organization for self-organizing maps D Beaton, I Valova, D MacLean Neurocomputing 73 (10), 2147-2159, 2010 | 37 | 2010 |
| Analysis of regional cerebral blood flow data to discriminate among Alzheimer's disease, fronto-temporal dementia, and elderly controls: A multi-block barycentric discriminant … H Abdi, LJ Williams, D Beaton, MT Posamentier, TS Harris, A Krishnan, ... Journal of Alzheimer's Disease, 2012 | 29 | 2012 |
| Qualitatively distinct factors contribute to elevated rates of paranoia in autism and schizophrenia AE Pinkham, NJ Sasson, D Beaton, H Abdi, CG Kohler, DL Penn Journal of Abnormal Psychology 121 (3), 767-777, 2012 | 24 | 2012 |
| Unique Aspects of Impulsive Traits in Substance Use and Overeating: Specific Contributions of Common Assessments of Impulsivity. D Beaton, H Abdi, F Filbey The American Journal of Drug and Alcohol Abuse, 2014 | 18 | 2014 |
| Revisiting PLS resampling: comparing significance versus reliability across range of simulations N Kovacevic, H Abdi, D Beaton, AR McIntosh New perspectives in partial least squares and related methods, 159-170, 2013 | 18 | 2013 |
| Partial least squares correspondence analysis: A framework to simultaneously analyze behavioral and genetic data. D Beaton, J Dunlop, H Abdi Psychological Methods 21 (4), 621, 2016 | 17 | 2016 |
| Fractal initialization for high-quality mapping with self-organizing maps I Valova, D Beaton, A Buer, D MacLean Neural computing & applications 19 (7), 953-966, 2010 | 14 | 2010 |
| A Read-Aloud Storybook Selection System for Pre-Readers at the Preschool Language Level: A Pilot Study AL Schwarz, A van Kleeck, D Beaton, E Horne, H MacKenzie, H Abdi Journal of Speech, Language, and Hearing Research, 2015 | 13 | 2015 |
| The utility of multivariate outlier detection techniques for data quality evaluation in large studies: an application within the ONDRI project KM Sunderland, D Beaton, J Fraser, D Kwan, PM McLaughlin, ... BMC medical research methodology 19 (1), 1-16, 2019 | 12 | 2019 |
| Integrating Partial Least Squares Correlation and Correspondence Analysis for Nominal Data D Beaton, F Filbey, H Abdi New Perspectives in Partial Least Squares and Related Methods. 56, 81--94, 2013 | 11 | 2013 |
| Canonical Correlation Analysis. H Abdi, V Guillemot, A Eslami, D Beaton Encyclopedia of Social Network Analysis and Mining. 2nd Ed., 2018 | 9 | 2018 |
| Identification of Patterns via Region-Growing Parallel SOM Neural Network I Valova, D MacLean, D Beaton Machine Learning and Applications, 2008. ICMLA'08. Seventh International …, 2008 | 9 | 2008 |
| Semantically defined subdomains of functional neuroimaging literature and their corresponding brain regions FH Alhazmi, D Beaton, H Abdi Human brain mapping 39 (7), 2764-2776, 2018 | 8* | 2018 |
| Powerful visualization of product-attribute associations for temporal data D Beaton, M Meyners Food Quality and Preference 79, 103572, 2020 | 6 | 2020 |
| A constrained singular value decomposition method that integrates sparsity and orthogonality V Guillemot, D Beaton, A Gloaguen, T Löfstedt, B Levine, N Raymond, ... PloS one 14 (3), e0211463, 2019 | 6 | 2019 |
| Principal Components and Correspondence Analyses Using R H Abdi, D Beaton New York: Springer Verlag, 2014 | 6 | 2014 |
Hervé AbdiProfessor, The University of Texas at Dallas. School of Behavioral and Brain SciencesVerified email at utdallas.edu
