Dan Sommerfield
- Artificial Intelligence top 5%
- Information Systems top 2%
- Computer Networks and Communications top 5%
- Computer Vision and Pattern Recognition top 5%
- Management Science and Operations Research top 5%
- Topics
- Statistical Methods in Clinical Trials (2 papers)Data Mining Algorithms and Applications (2 papers)Mental Health Research Topics (1 paper)
- Journals
- Data Mining and Knowledge DiscoveryInternational Journal of Artificial Intelligence ToolsMorgan Kaufmann Publishers Inc. eBooks
- Partner nations
- United States
In The Last Decade
Dan Sommerfield
8 papers receiving 937 citations
Peers
Comparison fields: 5 of 119
- Artificial Intelligence 431
- Information Systems 371
- Computer Networks and Communications 166
- Computer Vision and Pattern Recognition 158
- Management Science and Operations Research 126
Countries citing papers authored by Dan Sommerfield
This map shows the geographic impact of Dan Sommerfield'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 Sommerfield with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Dan Sommerfield more than expected).
Fields of papers citing papers by Dan Sommerfield
This network shows the impact of papers produced by Dan Sommerfield. 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 Sommerfield. The network helps show where Dan Sommerfield may publish in the future.
Co-authorship network of co-authors of Dan Sommerfield
This figure shows the co-authorship network connecting the top 25 collaborators of Dan Sommerfield. A scholar is included among the top collaborators of Dan Sommerfield 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 Sommerfield. Dan Sommerfield is excluded from the visualization to improve readability, since they are connected to all nodes in the network.
All Works
| # | Work | Indexed citations |
|---|---|---|
| 1 | 375 | |
| 2 | 224 | |
| 3 | Visualizing data mining models | 19 |
| 4 | Visualizing the simple Baysian classifier | 4 |
| 5 | Data Mining Using MLC a Machine Learning Library in C | 167 |
| 6 | Improving Simple Bayes | 46 |
| 7 | 50 | |
| 8 | 178 |
About Dan Sommerfield
Dan Sommerfield is a scholar working on Statistics and Probability, Information Systems and Artificial Intelligence, having authored 8 papers that have together received 1.1k indexed citations. Recurring topics across this work include Statistical Methods in Clinical Trials (2 papers), Data Mining Algorithms and Applications (2 papers) and Mental Health Research Topics (1 paper). The work is most often cited by research in Computer Science Applications (104 citations), Information Systems (371 citations) and Artificial Intelligence (431 citations). Dan Sommerfield has collaborated with scholars based in United States. Frequent co-authors include Ron Kohavi, Roger Longbotham, Barry Becker, Kurt Thearling and Dennis DeCoste. Their work appears in journals such as Data Mining and Knowledge Discovery, International Journal of Artificial Intelligence Tools and Morgan Kaufmann Publishers Inc. eBooks.
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.