| K‐means clustering: a half‐century synthesis D Steinley British Journal of Mathematical and Statistical Psychology 59 (1), 1-34, 2006 | 1455 | 2006 |
| Properties of the hubert-arable adjusted rand index. D Steinley Psychological methods 9 (3), 386, 2004 | 976 | 2004 |
| Initializing k-means batch clustering: A critical evaluation of several techniques D Steinley, MJ Brusco Journal of Classification 24 (1), 99-121, 2007 | 434 | 2007 |
| Local optima in K-means clustering: what you don't know may hurt you. D Steinley Psychological methods 8 (3), 294, 2003 | 378 | 2003 |
| Correlates of health literacy in patients with chronic heart failure D Morrow, D Clark, W Tu, J Wu, M Weiner, D Steinley, MD Murray The Gerontologist 46 (5), 669-676, 2006 | 241 | 2006 |
| Evaluating mixture modeling for clustering: recommendations and cautions. D Steinley, MJ Brusco Psychological methods 16 (1), 63, 2011 | 220 | 2011 |
| Alcohol use trajectories and the ubiquitous cat's cradle: cause for concern? KJ Sher, KM Jackson, D Steinley Journal of abnormal psychology 120 (2), 322, 2011 | 219 | 2011 |
| Selection of variables in cluster analysis: An empirical comparison of eight procedures D Steinley, MJ Brusco Psychometrika 73 (1), 125-144, 2008 | 174 | 2008 |
| Improving medication knowledge among older adults with heart failure: a patient-centered approach to instruction design DG Morrow, M Weiner, J Young, D Steinley, M Deer, MD Murray The Gerontologist 45 (4), 545-552, 2005 | 174 | 2005 |
| Choosing the number of clusters in Κ-means clustering. D Steinley, MJ Brusco Psychological methods 16 (3), 285, 2011 | 155 | 2011 |
| Developmental trajectories of impulsivity and their association with alcohol use and related outcomes during emerging and young adulthood I AK Littlefield, KJ Sher, D Steinley Alcoholism: Clinical and Experimental Research 34 (8), 1409-1416, 2010 | 136 | 2010 |
| A Monte Carlo evaluation of weighted community detection algorithms KM Gates, T Henry, D Steinley, DA Fair Frontiers in neuroinformatics 10, 45, 2016 | 135 | 2016 |
| A comparison of latent class, K-means, and K-median methods for clustering dichotomous data. MJ Brusco, E Shireman, D Steinley Psychological methods 22 (3), 563, 2017 | 129 | 2017 |
| A New Variable Weighting and Selection Procedure for K-means Cluster Analysis D Steinley, MJ Brusco Multivariate Behavioral Research 43 (1), 77-108, 2008 | 119 | 2008 |
| Development of the medical maximizer-minimizer scale. LD Scherer, TJ Caverly, J Burke, BJ Zikmund-Fisher, JT Kullgren, ... Health Psychology 35 (11), 1276, 2016 | 107 | 2016 |
| Profiling local optima in K-means clustering: developing a diagnostic technique. D Steinley Psychological methods 11 (2), 178, 2006 | 107 | 2006 |
| Examining the effect of initialization strategies on the performance of Gaussian mixture modeling E Shireman, D Steinley, MJ Brusco Behavior research methods 49 (1), 282-293, 2017 | 106 | 2017 |
| Cluster analysis in empirical OM research: survey and recommendations MJ Brusco, R Singh, JD Cradit, D Steinley International Journal of Operations & Production Management 37 (3), 300-320, 2017 | 101 | 2017 |
| Building Theories on Top of, and Not Independent of, Statistical Models: The Case of the p-factor AL Watts, SP Lane, W Bonifay, D Steinley, FAC Meyer Psychological inquiry 31 (4), 310-320, 2020 | 100 | 2020 |
| A comparison of heuristic procedures for minimum within-cluster sums of squares partitioning MJ Brusco, D Steinley Psychometrika 72 (4), 583-600, 2007 | 99 | 2007 |
