Robert C. Holte
Impact in
- Artificial Intelligence top 0.1%
- Imbalanced Data Classification Techniques
- AI-based Problem Solving and Planning
- Machine Learning and Data Classification
- Machine Learning and Algorithms
- Anomaly Detection Techniques and Applications
- Software top 2%
Papers in
-
- AI-based Problem Solving and Planning 68
- Machine Learning and Algorithms 34
- Logic, Reasoning, and Knowledge 21
- Artificial Intelligence in Games 18
- Imbalanced Data Classification Techniques 12
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- Constraint Satisfaction and Optimization 48
- Advanced Database Systems and Queries 17
- Co-authors
- Chris Drummond (12 shared papers)Stan Matwin (2 shared papers)Miroslav Kubát (2 shared papers)Bruce Porter (2 shared papers)Ariel Felner (25 shared papers)Jonathan Schaeffer (21 shared papers)Sandra Zilles (28 shared papers)Ray Bareiss (1 shared paper)
- Journals
- Artificial Intelligence (10 papers)Machine Learning (6 papers)Journal of Artificial Intelligence Research (3 papers)Lecture notes in computer science (20 papers)Mathematics of Computation (2 papers)
- Partner nations
- CanadaUnited StatesIsrael
In The Last Decade
Robert C. Holte
155 papers receiving 6.6k citations
Robert C. Holte's Hit Papers
Peers
Comparison fields: 5 of 181
- Artificial Intelligence 5.0k
- Software 256
- Information Systems 1.4k
- Computer Vision and Pattern Recognition 1.2k
- Computer Networks and Communications 1.4k
Countries citing papers authored by Robert C. Holte
This map shows the geographic impact of Robert C. Holte'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 Robert C. Holte with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Robert C. Holte more than expected).
Fields of papers citing papers by Robert C. Holte
This network shows the impact of papers produced by Robert C. Holte. 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 Robert C. Holte. The network helps show where Robert C. Holte may publish in the future.
Co-authors
The 25 scholars most cited alongside Robert C. Holte, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 161 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Very Simple Classification Rules Perform Well on Most Commonly Used Datasets Hit paper breakdown → | 1993 | 1468 |
| 2 | Machine Learning for the Detection of Oil Spills in Satellite Radar Images Hit paper breakdown → | 1998 | 1011 |
| 3 | C4.5, Class Imbalance, and Cost Sensitivity: Why Under-Sampling beats Over-Sampling Hit paper breakdown → | 2003 | 650 |
| 4 | Concept learning and the problem of small disjuncts | 1989 | 294 |
| 5 | 1997 | 242 | |
| 6 | 2006 | 239 | |
| 7 | 1990 | 217 | |
| 8 | Exploiting the Cost (In)sensitivity of Decision Tree Splitting Criteria | 2000 | 164 |
| 9 | Approximating game-theoretic optimal strategies for full-scale poker | 2003 | 159 |
| 10 | 2000 | 144 | |
| 11 | 1989 | 121 | |
| 12 | 2014 | 114 | |
| 13 | Hierarchical A *: searching abstraction hierarchies efficiently | 1996 | 108 |
| 14 | 1996 | 87 | |
| 15 | 1995 | 80 | |
| 16 | The exponentiated subgradient algorithm for heuristic Boolean programming | 2001 | 68 |
| 17 | 2008 | 66 | |
| 18 | 2011 | 54 | |
| 19 | 1992 | 53 | |
| 20 | 2005 | 53 |
About Robert C. Holte
Robert C. Holte is a scholar working on Artificial Intelligence, Computer Networks and Communications, Computer Vision and Pattern Recognition, Information Systems and Computational Theory and Mathematics, having authored 161 papers that have together received 7.2k indexed citations. Recurring topics across this work include AI-based Problem Solving and Planning (68 papers), Constraint Satisfaction and Optimization (48 papers), Machine Learning and Algorithms (34 papers), Robotic Path Planning Algorithms (21 papers), Logic, Reasoning, and Knowledge (21 papers), Artificial Intelligence in Games (18 papers), Advanced Database Systems and Queries (17 papers) and Imbalanced Data Classification Techniques (12 papers). The work is most often cited by research in Artificial Intelligence (5.0k citations), Software (256 citations), Information Systems (1.4k citations), Computer Vision and Pattern Recognition (1.2k citations) and Computer Networks and Communications (1.4k citations). Robert C. Holte has collaborated with scholars based in Canada, United States and Israel. Frequent co-authors include Chris Drummond, Stan Matwin, Miroslav Kubát, Bruce Porter, Ariel Felner, Jonathan Schaeffer, Sandra Zilles, Ray Bareiss, Nathan Sturtevant and Neil Burch. Their work appears in journals such as Artificial Intelligence, Machine Learning, Journal of Artificial Intelligence Research, Lecture notes in computer science and Mathematics of Computation.
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.