Dan Steinberg

12.5k total citations · 1 hit paper
15 papers, 4.3k citations indexed

About

Dan Steinberg is a scholar working on Economics and Econometrics, Artificial Intelligence and Marketing. According to data from OpenAlex, Dan Steinberg has authored 15 papers receiving a total of 4.3k indexed citations (citations by other indexed papers that have themselves been cited), including 6 papers in Economics and Econometrics, 4 papers in Artificial Intelligence and 3 papers in Marketing. Recurrent topics in Dan Steinberg's work include Economic and Environmental Valuation (5 papers), Neural Networks and Applications (2 papers) and Economics of Agriculture and Food Markets (2 papers). Dan Steinberg is often cited by papers focused on Economic and Environmental Valuation (5 papers), Neural Networks and Applications (2 papers) and Economics of Agriculture and Food Markets (2 papers). Dan Steinberg collaborates with scholars based in United States, Australia and Japan. Dan Steinberg's co-authors include Qiang Yang, Bing Liu, Zhi‐Hua Zhou, Philip S. Yu, Shu‐Kay Ng, Vipin Kumar, J. R. Quinlan, Joydeep Ghosh, Xindong Wu and Hiroshi Motoda and has published in prestigious journals such as Journal of Econometrics, The American Statistician and Marketing Letters.

In The Last Decade

Dan Steinberg

15 papers receiving 4.1k 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.

Top 10 algorithms in data mining

2007 3.9k citations Xindong Wu, Vipin Kumar et al. Knowledge and Information Systems profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Dan Steinberg United States	8	1.8k	886	555	355	349	15	4.3k
Wei‐Yin Loh United States	36	2.1k 1.2×	985 1.1×	375 0.7×	263 0.7×	324 0.9×	102	7.2k
Paulo Cortez Portugal	35	2.5k 1.4×	731 0.8×	465 0.8×	359 1.0×	298 0.9×	185	6.2k
Panagiotis Pintelas Greece	26	1.5k 0.8×	588 0.7×	365 0.7×	308 0.9×	319 0.9×	96	4.1k
Oded Maimon Israel	32	2.4k 1.3×	1.0k 1.1×	663 1.2×	167 0.5×	503 1.4×	136	6.8k
Junjie Wu China	37	2.6k 1.4×	912 1.0×	805 1.5×	244 0.7×	557 1.6×	191	6.1k
Uzay Kaymak Netherlands	34	2.1k 1.2×	564 0.6×	281 0.5×	278 0.8×	216 0.6×	250	4.3k
Maria Halkidi Greece	13	1.7k 0.9×	605 0.7×	589 1.1×	133 0.4×	620 1.8×	30	3.1k
Claude Sammut Australia	20	1.7k 1.0×	420 0.5×	636 1.1×	106 0.3×	340 1.0×	112	4.8k
Ramón Sangüesa Spain	9	2.3k 1.3×	718 0.8×	877 1.6×	131 0.4×	289 0.8×	19	4.2k
Donald W. Bouldin United States	4	2.2k 1.2×	556 0.6×	982 1.8×	146 0.4×	646 1.9×	13	5.8k

Countries citing papers authored by Dan Steinberg

Since Specialization

Citations

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

Fields of papers citing papers by Dan Steinberg

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Dan Steinberg

This figure shows the co-authorship network connecting the top 25 collaborators of Dan Steinberg. A scholar is included among the top collaborators of Dan Steinberg 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 Dan Steinberg. Dan Steinberg 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:

15 of 15 papers shown

1.

Steinberg, Dan. (2021). Life After Privacy: Reclaiming Democracy in a Surveillance Society. Kennedy Institute of Ethics journal. 31(4). e–31. 2 indexed citations

2.

Wu, Xindong, Vipin Kumar, J. R. Quinlan, et al.. (2007). Top 10 algorithms in data mining. Knowledge and Information Systems. 14(1). 1–37. 3897 indexed citations breakdown →

3.

Steinberg, Dan, et al.. (2007). Mobile Phone Customer Type Discrimination via Stochastic Gradient Boosting. International Journal of Data Warehousing and Mining. 3(2). 32–53. 1 indexed citations

4.

Steinberg, Dan, et al.. (2006). Identifying SPAM with Predictive Models. 1 indexed citations

5.

Steinberg, Dan, et al.. (2002). Stochastic Gradient Boosting: An Introduction to TreeNet™.. 1–12. 1 indexed citations

6.

Steinberg, Dan. (2001). An alternative to neural nets: multivariate adaptive regression splines (MARS). 15(1). 38–41. 6 indexed citations

7.

Steinberg, Dan & N. Scott Cardell. (1998). The hybrid CART-Logit model in classification and data mining. 18 indexed citations

8.

Ben‐Akiva, Moshe, Daniel McFadden, Makoto Abe, et al.. (1997). Modeling Methods for Discrete Choice Analysis. Marketing Letters. 8(3). 273–286. 70 indexed citations

9.

Carson, Richard T., Jordan J. Louviere, Donald A. Anderson, et al.. (1994). Experimental analysis of choice. Marketing Letters. 5(4). 351–367. 218 indexed citations

10.

Steinberg, Dan & N. Scott Cardell. (1992). Estimating logistic regression models when the dependent variable has no variance. Communication in Statistics- Theory and Methods. 21(2). 423–450. 19 indexed citations

11.

Carson, Richard T., W. Michael Hanemann, & Dan Steinberg. (1990). A discrete choice contingent valuation estimate of the value of Kenai King salmon. Journal of Behavioral Economics. 19(1). 53–68. 30 indexed citations

12.

Steinberg, Dan. (1989). Survival: A Supplementary Module for SYSTAT. The American Statistician. 43(1). 67–67. 71 indexed citations

13.

Steinberg, Dan. (1989). Induced work participation and the returns to experience for welfare women. Journal of Econometrics. 41(3). 321–340. 4 indexed citations

14.

Carson, Richard T. & Dan Steinberg. (1989). Experimental Design for Discrete Choice Voter Preference Surveys. 11 indexed citations

15.

Steinberg, Dan. (1988). PROBIT, LOGIT, TOBIT, and 2SLS: Supplements for SYSTAT. The American Statistician. 42(3). 234–234. 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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