Randy Kerber
- Artificial Intelligence top 5%
- Information Systems top 5%
- Computational Theory and Mathematics top 5%
- Signal Processing top 10%
- Computer Vision and Pattern Recognition
- Co-authors
- Evangelos SimoudisGeorge H. JohnPeter Miller
- Topics
- Data Mining Algorithms and Applications (3 papers)Imbalanced Data Classification Techniques (1 paper)Scientific Computing and Data Management (1 paper)
- Journals
- IEEE ExpertNational Conference on Artificial Intelligence
- Partner nations
- United States
In The Last Decade
Randy Kerber
5 papers receiving 415 citations
Peers
Comparison fields: 5 of 87
- Artificial Intelligence 320
- Information Systems 212
- Computational Theory and Mathematics 165
- Signal Processing 53
- Computer Vision and Pattern Recognition 44
Countries citing papers authored by Randy Kerber
This map shows the geographic impact of Randy Kerber'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 Randy Kerber with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Randy Kerber more than expected).
Fields of papers citing papers by Randy Kerber
This network shows the impact of papers produced by Randy Kerber. 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 Randy Kerber. The network helps show where Randy Kerber may publish in the future.
Co-authorship network of co-authors of Randy Kerber
This figure shows the co-authorship network connecting the top 25 collaborators of Randy Kerber. A scholar is included among the top collaborators of Randy Kerber 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 Randy Kerber. Randy Kerber is excluded from the visualization to improve readability, since they are connected to all nodes in the network.
All Works
| # | Work | Indexed citations |
|---|---|---|
| 1 | Active Templates: comprehensive support for the knowledge discovery process | 5 |
| 2 | Integrating inductive and deductive reasoning for data mining | 25 |
| 3 | 23 | |
| 4 | Using Recon for data cleaning | 15 |
| 5 | ChiMerge: discretization of numeric attributes | 390 |
About Randy Kerber
Randy Kerber is a scholar working on Information Systems, Management Science and Operations Research and Information Systems and Management, having authored 5 papers that have together received 458 indexed citations. Recurring topics across this work include Data Mining Algorithms and Applications (3 papers), Imbalanced Data Classification Techniques (1 paper) and Scientific Computing and Data Management (1 paper). The work is most often cited by research in Computational Theory and Mathematics (165 citations), Artificial Intelligence (320 citations) and Information Systems (212 citations). Randy Kerber has collaborated with scholars based in United States. Frequent co-authors include Evangelos Simoudis, George H. John and Peter Miller. Their work appears in journals such as IEEE Expert and National Conference on Artificial Intelligence.
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.