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
- Text and Document Classification Technologies
- Health Information Management top 0.5%
Papers in
-
- Neural Networks and Applications 4
- Fuzzy Logic and Control Systems 1
-
- Economic and Environmental Valuation 5
- Economics of Agriculture and Food Markets 2
- Co-authors
- Xindong Wu (1 shared paper)J. R. Quinlan (1 shared paper)Qiang Yang (1 shared paper)David J. Hand (1 shared paper)Vipin Kumar (1 shared paper)Zhi‐Hua Zhou (1 shared paper)Shu‐Kay Ng (1 shared paper)Michael Steinbach (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)Knowledge and Information Systems (1 paper)
- Partner nations
- United StatesAustraliaCanada
In The Last Decade
Dan Steinberg
19 papers receiving 4.8k citations
Dan Steinberg's Hit Papers
Peers
Comparison fields: 5 of 201
- Artificial Intelligence 2.2k
- Health Information Management 215
- Information Systems 1.1k
- Signal Processing 427
- General Decision Sciences 61
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 | 4439 |
| 2 | 1994 | 239 | |
| 3 | 2009 | 174 | |
| 4 | 1997 | 82 | |
| 5 | 1989 | 73 | |
| 6 | 1990 | 36 | |
| 7 | 2001 | 28 | |
| 8 | 2001 | 25 | |
| 9 | 1992 | 23 | |
| 10 | The hybrid CART-Logit model in classification and data mining | 1998 | 19 |
| 11 | Experimental Design for Discrete Choice Voter Preference Surveys | 1989 | 13 |
| 12 | An alternative to neural nets: multivariate adaptive regression splines (MARS) | 2001 | 7 |
| 13 | 1989 | 4 | |
| 14 | 2021 | 3 | |
| 15 | 2021 | 3 | |
| 16 | Stochastic Gradient Boosting: An Introduction to TreeNet™. | 2002 | 1 |
| 17 | Identifying SPAM with Predictive Models | 2006 | 1 |
| 18 | 2007 | 1 | |
| 19 | 1988 | 1 |
About Dan Steinberg
Dan Steinberg is a scholar working on Artificial Intelligence, Economics and Econometrics, Marketing, General Health Professions and Information Systems, having authored 19 papers that have together received 5.2k indexed citations. Recurring topics across this work include Economic and Environmental Valuation (5 papers), Neural Networks and Applications (4 papers), Consumer Market Behavior and Pricing (2 papers), Data Mining Algorithms and Applications (2 papers), Economics of Agriculture and Food Markets (2 papers), Decision-Making and Behavioral Economics (2 papers), Fuzzy Logic and Control Systems (1 paper) and Fuzzy Systems and Optimization (1 paper). The work is most often cited by research in Artificial Intelligence (2.2k citations), Health Information Management (215 citations), Information Systems (1.1k citations), Signal Processing (427 citations) and General Decision Sciences (61 citations). Dan Steinberg has collaborated with scholars based in United States, Australia and Canada. Frequent co-authors include Xindong Wu, J. R. Quinlan, Qiang Yang, David J. Hand, Vipin Kumar, Zhi‐Hua Zhou, Shu‐Kay Ng, Michael Steinbach, Joydeep Ghosh and Hiroshi Motoda. 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 Knowledge and Information Systems.
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.