Glenn W. Milligan

11.4k total citations · 5 hit papers
40 papers, 7.8k citations indexed

About

Glenn W. Milligan is a scholar working on Artificial Intelligence, Statistics and Probability and Signal Processing. According to data from OpenAlex, Glenn W. Milligan has authored 40 papers receiving a total of 7.8k indexed citations (citations by other indexed papers that have themselves been cited), including 21 papers in Artificial Intelligence, 13 papers in Statistics and Probability and 8 papers in Signal Processing. Recurrent topics in Glenn W. Milligan's work include Advanced Clustering Algorithms Research (21 papers), Data Management and Algorithms (8 papers) and Bayesian Methods and Mixture Models (7 papers). Glenn W. Milligan is often cited by papers focused on Advanced Clustering Algorithms Research (21 papers), Data Management and Algorithms (8 papers) and Bayesian Methods and Mixture Models (7 papers). Glenn W. Milligan collaborates with scholars based in United States, France and Canada. Glenn W. Milligan's co-authors include Martha C. Cooper, H. Charles Romesburg, Rebecca Duray, Peter T. Ward, William L. Berry, Paul D. Isaac, David A. Schilling, Richard Cheng, Daniel P. Faith and Lee Belbin and has published in prestigious journals such as Psychological Bulletin, IEEE Transactions on Pattern Analysis and Machine Intelligence and Journal of Marketing Research.

In The Last Decade

Glenn W. Milligan

40 papers receiving 7.1k citations

Hit Papers

align trajectories sort by overperformance

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

An Examination of Procedures for Determining the Number of Clusters in a Data Set

1985 2.7k citations Glenn W. Milligan, Martha C. Cooper Psychometrika profile →
An Examination of the Effect of Six Types of Error Perturbation on Fifteen Clustering Algorithms

1980 882 citations Glenn W. Milligan Psychometrika profile →
Cluster Analysis for Researchers

1985 779 citations Glenn W. Milligan, H. Charles Romesburg Journal of Marketing Research profile →
A study of standardization of variables in cluster analysis

1988 610 citations Glenn W. Milligan, Martha C. Cooper Journal of Classification profile →
Approaches to mass customization: configurations and empirical validation

2000 507 citations Rebecca Duray, Peter T. Ward et al. Journal of Operations Management profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Glenn W. Milligan United States	23	1.9k	625	607	555	542	40	7.8k
M. Stone United Kingdom	25	2.3k 1.2×	1.1k 1.7×	331 0.5×	426 0.8×	213 0.4×	88	11.9k
Fionn Murtagh United Kingdom	28	1.7k 0.9×	1.1k 1.7×	652 1.1×	802 1.4×	226 0.4×	116	9.1k
Dean W. Wichern United States	23	1.6k 0.9×	432 0.7×	440 0.7×	562 1.0×	144 0.3×	47	13.8k
Stuart E. Dreyfus United States	33	1.4k 0.7×	601 1.0×	528 0.9×	272 0.5×	150 0.3×	95	10.6k
Joe H. Ward United States	8	1.9k 1.0×	902 1.4×	600 1.0×	467 0.8×	143 0.3×	28	16.8k
Martha C. Cooper United States	23	1.3k 0.7×	568 0.9×	368 0.6×	501 0.9×	686 1.3×	40	11.7k
J. Douglas Carroll United States	35	1.1k 0.6×	533 0.9×	1.0k 1.7×	183 0.3×	150 0.3×	119	8.4k
Vladimir Batagelj Slovenia	31	915 0.5×	931 1.5×	233 0.4×	668 1.2×	244 0.5×	101	6.2k
Patrick J. F. Groenen Netherlands	32	1.1k 0.6×	633 1.0×	435 0.7×	232 0.4×	156 0.3×	122	6.4k
Glenn Shafer United States	38	6.4k 3.3×	1.3k 2.0×	716 1.2×	856 1.5×	182 0.3×	104	15.9k

Countries citing papers authored by Glenn W. Milligan

Since Specialization

Citations

This map shows the geographic impact of Glenn W. Milligan's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Glenn W. Milligan with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Glenn W. Milligan more than expected).

Fields of papers citing papers by Glenn W. Milligan

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Glenn W. Milligan. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Glenn W. Milligan. The network helps show where Glenn W. Milligan may publish in the future.

Co-authorship network of co-authors of Glenn W. Milligan

This figure shows the co-authorship network connecting the top 25 collaborators of Glenn W. Milligan. A scholar is included among the top collaborators of Glenn W. Milligan based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Glenn W. Milligan. Glenn W. Milligan is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

Duray, Rebecca, Peter T. Ward, Glenn W. Milligan, & William L. Berry. (2000). Approaches to mass customization: configurations and empirical validation. Journal of Operations Management. 18(6). 605–625. 507 indexed citations breakdown →

Milligan, Glenn W. & Rebecca Duray. (1999). Improving customer satisfaction through mass customization. Quality progress. 32(8). 60–66. 28 indexed citations

Cheng, Richard & Glenn W. Milligan. (1996). K-Means Clustering Methods with Influence Detection. Educational and Psychological Measurement. 56(5). 833–838. 13 indexed citations

Milligan, Glenn W. & Richard Cheng. (1996). Measuring the influence of individual data points in a cluster analysis. Journal of Classification. 13(2). 315–335. 33 indexed citations

Cheng, Richard & Glenn W. Milligan. (1995). Mapping Influence Regions in Heirarchical Clustering. Multivariate Behavioral Research. 30(4). 547–576. 6 indexed citations

Belbin, Lee, Daniel P. Faith, & Glenn W. Milligan. (1992). A Comparison of Two Approaches to Beta-Flexible Clustering. Multivariate Behavioral Research. 27(3). 417–433. 65 indexed citations

Milligan, Glenn W.. (1989). A validation study of a variable weighting algorithm for cluster analysis. Journal of Classification. 6(1). 53–71. 60 indexed citations

Milligan, Glenn W.. (1989). A Study of the Beta-Flexible Clustering Method. Multivariate Behavioral Research. 24(2). 163–176. 45 indexed citations

Windham, Michael P., J. Wesley Hutchinson, Shizuhiko Nishisato, et al.. (1988). Book reviews. Journal of Classification. 5(1). 105–154. 1 indexed citations

10.

Milligan, Glenn W., Danny Wong, & Paul A. Thompson. (1987). Robustness properties of nonorthogonal analysis of variance.. Psychological Bulletin. 101(3). 464–470. 1 indexed citations

11.

Milligan, Glenn W. & Martha C. Cooper. (1987). Methodology Review: Clustering Methods. Applied Psychological Measurement. 11(4). 329–354. 494 indexed citations

12.

Milligan, Glenn W. & David A. Schilling. (1985). Asymptotic and Finite Sample Characteristics of Four External Criterion Measures. Multivariate Behavioral Research. 20(1). 97–109. 17 indexed citations

13.

Milligan, Glenn W.. (1985). An Algorithm for Generating Artificial Test Clusters. Psychometrika. 50(1). 123–127. 108 indexed citations

14.

Milligan, Glenn W. & H. Charles Romesburg. (1985). Cluster Analysis for Researchers. Journal of Marketing Research. 22(2). 224–224. 779 indexed citations breakdown →

15.

Milligan, Glenn W., et al.. (1983). The Effect of Cluster Size, Dimensionality, and the Number of Clusters on Recovery of True Cluster Structure. IEEE Transactions on Pattern Analysis and Machine Intelligence. PAMI-5(1). 40–47. 119 indexed citations

16.

Milligan, Glenn W.. (1980). Factors that affect Type I and Type II error rates in the analysis of multidimensional contingency tables.. Psychological Bulletin. 87(2). 238–244. 27 indexed citations

17.

Milligan, Glenn W., et al.. (1980). A Two-Stage Clustering Algorithm with Robust Recovery Characteristics. Educational and Psychological Measurement. 40(3). 755–759. 121 indexed citations

18.

Milligan, Glenn W.. (1980). An Examination of the Effect of Six Types of Error Perturbation on Fifteen Clustering Algorithms. Psychometrika. 45(3). 325–342. 882 indexed citations breakdown →

19.

Milligan, Glenn W.. (1979). Ultrametric Hierarchical Clustering Algorithms. Psychometrika. 44(3). 343–346. 51 indexed citations

20.

Milligan, Glenn W.. (1978). An examination of the effect of error perturbation of constructed data on fifteen clustering algorithms. OhioLink ETD Center (Ohio Library and Information Network). 1 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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