David Arthur

7.2k total citations · 1 hit paper
16 papers, 4.4k citations indexed

About

David Arthur is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Atomic and Molecular Physics, and Optics. According to data from OpenAlex, David Arthur has authored 16 papers receiving a total of 4.4k indexed citations (citations by other indexed papers that have themselves been cited), including 10 papers in Artificial Intelligence, 6 papers in Computer Vision and Pattern Recognition and 3 papers in Atomic and Molecular Physics, and Optics. Recurrent topics in David Arthur's work include Face and Expression Recognition (5 papers), Advanced Clustering Algorithms Research (5 papers) and Spectroscopy and Quantum Chemical Studies (3 papers). David Arthur is often cited by papers focused on Face and Expression Recognition (5 papers), Advanced Clustering Algorithms Research (5 papers) and Spectroscopy and Quantum Chemical Studies (3 papers). David Arthur collaborates with scholars based in United States, Netherlands and Germany. David Arthur's co-authors include Sergei Vassilvitskii, Bodo Manthey, Heiko Röglin, Steven M. George, D. Laurence Meixner, N. J. Tro, Hua‐Hua Chang, Rajeev Motwani, Gustavious P. Williams and Zhemin Zhu and has published in prestigious journals such as The Journal of Chemical Physics, Surface Science and Journal of the ACM.

In The Last Decade

David Arthur

13 papers receiving 4.2k citations

Hit Papers

align trajectories

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.

k-means++: the advantages of careful seeding

2007 4.0k citations David Arthur, Sergei Vassilvitskii Symposium on Discrete Algorithms profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
David Arthur United States	9	1.8k	1.2k	686	437	413	16	4.4k
Ruili Wang New Zealand	36	1.4k 0.8×	1.8k 1.4×	514 0.7×	458 1.0×	440 1.1×	216	5.1k
Christine Piatko United States	19	2.1k 1.2×	2.1k 1.7×	683 1.0×	447 1.0×	602 1.5×	57	5.8k
Dingding Wang United States	27	2.6k 1.5×	1.0k 0.8×	640 0.9×	386 0.9×	857 2.1×	68	6.1k
Tapas Kanungo United States	22	2.2k 1.2×	2.3k 1.8×	727 1.1×	431 1.0×	902 2.2×	75	5.9k
BengioYoshua	9	3.7k 2.1×	1.8k 1.4×	705 1.0×	434 1.0×	626 1.5×	10	6.8k
Kiri L. Wagstaff United States	25	1.7k 0.9×	1.0k 0.8×	542 0.8×	153 0.4×	353 0.9×	121	3.6k
Vladimir Cherkassky United States	30	2.5k 1.4×	1.3k 1.0×	587 0.9×	744 1.7×	240 0.6×	128	6.9k
Shai Ben-David Israel	25	4.1k 2.3×	1.5k 1.2×	411 0.6×	377 0.9×	367 0.9×	89	6.6k
Rui Xu China	17	2.5k 1.4×	2.0k 1.6×	699 1.0×	436 1.0×	650 1.6×	77	5.4k
David G. Stork United States	26	2.4k 1.3×	2.4k 1.9×	1.1k 1.6×	522 1.2×	269 0.7×	176	6.6k

Countries citing papers authored by David Arthur

Since Specialization

Citations

This map shows the geographic impact of David Arthur'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 David Arthur with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites David Arthur more than expected).

Fields of papers citing papers by David Arthur

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by David Arthur. 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 David Arthur. The network helps show where David Arthur may publish in the future.

Co-authorship network of co-authors of David Arthur

This figure shows the co-authorship network connecting the top 25 collaborators of David Arthur. A scholar is included among the top collaborators of David Arthur 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 David Arthur. David Arthur is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

16 of 16 papers shown

1.

Arthur, David & Hua‐Hua Chang. (2023). DINA-BAG: A Bagging Algorithm for DINA Model Parameter Estimation in Small Samples. Journal of Educational and Behavioral Statistics. 49(3). 342–367. 1 indexed citations

2.

Arthur, David, et al.. (2023). A Bayesian change point modeling approach to identify local temperature changes related to urbanization. Environmetrics. 34(3).

3.

Zhu, Zhemin, David Arthur, & Hua‐Hua Chang. (2022). A new person‐fit method based on machine learning in CDM in education. British Journal of Mathematical and Statistical Psychology. 75(3). 616–637.

4.

Arthur, David, Bodo Manthey, & Heiko Röglin. (2011). Smoothed Analysis of the k-Means Method. Journal of the ACM. 58(5). 1–31. 42 indexed citations

5.

Arthur, David & Sergei Vassilvitskii. (2009). Worst-Case and Smoothed Analysis of the ICP Algorithm, with an Application to the k-Means Method. SIAM Journal on Computing. 39(2). 766–782. 18 indexed citations

6.

Motwani, Rajeev & David Arthur. (2009). Analyzing and improving local search: k-means and icp. 114–114. 1 indexed citations

7.

Arthur, David, Bodo Manthey, & Heiko Röglin. (2009). k-Means Has Polynomial Smoothed Complexity. University of Twente Research Information. 405–414. 63 indexed citations

8.

Arthur, David & Sergei Vassilvitskii. (2007). k-means++: the advantages of careful seeding. Symposium on Discrete Algorithms. 1027–1035. 3973 indexed citations breakdown →

9.

Arthur, David. (2007). Fast Sorting and Pattern-Avoiding Permutations. 169–174. 2 indexed citations

10.

Arthur, David & Sergei Vassilvitskii. (2006). Worst-case and Smoothed Analysis of the ICP Algorithm, with an Application to the k-means Method. 153–164. 37 indexed citations

11.

Arthur, David & Sergei Vassilvitskii. (2006). How slow is the k -means method?. 144–153. 194 indexed citations

12.

Arthur, David & Sergei Vassilvitskii. (2005). On the Worst Case Complexity of the k-means Method. 12 indexed citations

13.

Meixner, D. Laurence, David Arthur, & Steven M. George. (1992). Kinetics of desorption, adsorption, and surface diffusion of CO2 on MgO(100). Surface Science. 261(1-3). 141–154. 84 indexed citations

14.

George, Steven M., N. J. Tro, & David Arthur. (1990). Vibrational resonant desorption from surfaces using the infrared free-elctron laser. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE. 1227. 145–145. 1 indexed citations

15.

Tro, N. J., David Arthur, & Steven M. George. (1989). Infrared free-electron laser as a probe of vibrational dynamics on surfaces. Journal of the Optical Society of America B. 6(5). 995–995. 2 indexed citations

16.

Tro, N. J., David Arthur, & Steven M. George. (1989). Infrared resonant desorption of butane from Al2O3(1120): Evidence for an ordered adlayer from vibrational mode selectivity. The Journal of Chemical Physics. 90(6). 3389–3395. 11 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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