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Douglas Steinley
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Year
K‐means clustering: a half‐century synthesis
D Steinley
British Journal of Mathematical and Statistical Psychology 59 (1), 1-34, 2006
11582006
Properties of the hubert-arable adjusted rand index.
D Steinley
Psychological methods 9 (3), 386, 2004
7602004
Initializing k-means batch clustering: A critical evaluation of several techniques
D Steinley, MJ Brusco
Journal of Classification 24 (1), 99-121, 2007
3952007
Local optima in K-means clustering: what you don't know may hurt you.
D Steinley
Psychological methods 8 (3), 294, 2003
3632003
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
2392006
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
1972011
Evaluating mixture modeling for clustering: recommendations and cautions.
D Steinley, MJ Brusco
Psychological methods 16 (1), 63, 2011
1852011
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
1712005
Selection of variables in cluster analysis: An empirical comparison of eight procedures
D Steinley, MJ Brusco
Psychometrika 73, 125-144, 2008
1582008
Choosing the number of clusters in Κ-means clustering.
D Steinley, MJ Brusco
Psychological methods 16 (3), 285, 2011
1282011
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
1282010
A New Variable Weighting and Selection Procedure for K-means Cluster Analysis
D Steinley, MJ Brusco
Multivariate Behavioral Research 43 (1), 77-108, 2008
1092008
A Monte Carlo evaluation of weighted community detection algorithms
KM Gates, T Henry, D Steinley, DA Fair
Frontiers in neuroinformatics 10, 45, 2016
1062016
Profiling local optima in K-means clustering: developing a diagnostic technique.
D Steinley
Psychological methods 11 (2), 178, 2006
952006
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
892017
Standardizing Variables in K-means Clustering
D Steinley
Classification, Clustering, and Data Mining Applications: Proceedings of the …, 2004
882004
Development of the medical maximizer-minimizer scale.
LD Scherer, TJ Caverly, J Burke, BJ Zikmund-Fisher, JT Kullgren, ...
Health Psychology 35 (11), 1276, 2016
872016
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
842017
Patients' health literacy and experience with instructions: influence preferences for heart failure medication instructions
DG Morrow, M Weiner, D Steinley, J Young, MD Murray
Journal of Aging and Health 19 (4), 575-593, 2007
832007
Examining the effect of initialization strategies on the performance of Gaussian mixture modeling
E Shireman, D Steinley, MJ Brusco
Behavior research methods 49, 282-293, 2017
802017
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