Dan Steinberg
Impact in
- Artificial Intelligence top 0.5%
- Imbalanced Data Classification Techniques
- Machine Learning and Data Classification
- Advanced Clustering Algorithms Research
- Anomaly Detection Techniques and Applications
- Information Systems top 0.5%
- Data Mining Algorithms and Applications
Papers in
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- Economic and Environmental Valuation 5
- Economics of Agriculture and Food Markets 2
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- Neural Networks and Applications 2
- Co-authors
- J. R. Quinlan (1 shared paper)Qiang Yang (1 shared paper)Shu‐Kay Ng (1 shared paper)Joydeep Ghosh (1 shared paper)Geoffrey J. McLachlan (1 shared paper)Xindong Wu (1 shared paper)Michael Steinbach (1 shared paper)Vipin Kumar (1 shared paper)
- Journals
- Marketing Letters (2 papers)The American Statistician (2 papers)Kennedy Institute of Ethics journal (1 paper)International Journal of Data Warehousing and Mining (1 paper)Journal of Econometrics (1 paper)
- Partner nations
- United StatesAustraliaJapan
In The Last Decade
Dan Steinberg
15 papers receiving 4.1k citations
Dan Steinberg's Hit Papers
Peers
Comparison fields: 5 of 201
- Artificial Intelligence 1.8k
- Information Systems 886
- Health Information Management 182
- Signal Processing 349
- Computer Vision and Pattern Recognition 555
Countries citing papers authored by Dan Steinberg
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
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-authors
The 25 scholars most cited alongside Dan Steinberg, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
| # | Work | ||
|---|---|---|---|
| 1 | Top 10 algorithms in data mining Hit paper breakdown → | 2007 | 3897 |
| 2 | 1994 | 218 | |
| 3 | 1989 | 71 | |
| 4 | 1997 | 70 | |
| 5 | 1990 | 30 | |
| 6 | 1992 | 19 | |
| 7 | The hybrid CART-Logit model in classification and data mining | 1998 | 18 |
| 8 | Experimental Design for Discrete Choice Voter Preference Surveys | 1989 | 11 |
| 9 | An alternative to neural nets: multivariate adaptive regression splines (MARS) | 2001 | 6 |
| 10 | 1989 | 4 | |
| 11 | 2021 | 2 | |
| 12 | Stochastic Gradient Boosting: An Introduction to TreeNet™. | 2002 | 1 |
| 13 | Identifying SPAM with Predictive Models | 2006 | 1 |
| 14 | 2007 | 1 | |
| 15 | 1988 | 1 |
About Dan Steinberg
Dan Steinberg is a scholar working on Economics and Econometrics, Artificial Intelligence, Marketing, Information Systems and Computer Vision and Pattern Recognition, having authored 15 papers that have together received 4.3k indexed citations. Recurring topics across this work include Economic and Environmental Valuation (5 papers), Decision-Making and Behavioral Economics (2 papers), Neural Networks and Applications (2 papers), Data Mining Algorithms and Applications (2 papers), Consumer Market Behavior and Pricing (2 papers), Economics of Agriculture and Food Markets (2 papers), Hermeneutics and Narrative Identity (1 paper) and Social Media and Politics (1 paper). The work is most often cited by research in Artificial Intelligence (1.8k citations), Information Systems (886 citations), Health Information Management (182 citations), Signal Processing (349 citations) and Computer Vision and Pattern Recognition (555 citations). Dan Steinberg has collaborated with scholars based in United States, Australia and Japan. Frequent co-authors include J. R. Quinlan, Qiang Yang, Shu‐Kay Ng, Joydeep Ghosh, Geoffrey J. McLachlan, Xindong Wu, Michael Steinbach, Vipin Kumar, David J. Hand and Bing Liu. Their work appears in journals such as Marketing Letters, The American Statistician, Kennedy Institute of Ethics journal, International Journal of Data Warehousing and Mining and Journal of Econometrics.
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.