Pat Langley
Impact in
- Artificial Intelligence top 0.05%
- AI-based Problem Solving and Planning
- Machine Learning and Data Classification
- Neural Networks and Applications
- Imbalanced Data Classification Techniques
- Bayesian Modeling and Causal Inference
- Machine Learning and Algorithms
- Signal Processing top 0.5%
Papers in
-
- AI-based Problem Solving and Planning 78
- Semantic Web and Ontologies 30
- Artificial Intelligence in Games 18
- Reinforcement Learning in Robotics 16
- Bayesian Modeling and Causal Inference 15
- Cognitive Science and Mapping 14
-
- Data Mining Algorithms and Applications 18
- Co-authors
- Avrim Blum (1 shared paper)George H. John (2 shared papers)Herbert A. Simon (7 shared papers)Kevin Thompson (2 shared papers)Jan M. Żytkow (6 shared papers)Gary L. Bradshaw (5 shared papers)Jeff Shrager (5 shared papers)John E. Laird (2 shared papers)
- Journals
- Machine Learning (23 papers)Cognitive Science (7 papers)AI Magazine (5 papers)Artificial Intelligence (4 papers)Cognitive Systems Research (4 papers)
- Partner nations
- United StatesNew ZealandSlovenia
In The Last Decade
Pat Langley
191 papers receiving 9.5k citations
Pat Langley's Hit Papers
Peers
Comparison fields: 5 of 215
- Artificial Intelligence 6.2k
- Signal Processing 974
- Information Systems 1.8k
- Computer Vision and Pattern Recognition 1.6k
- Computational Theory and Mathematics 972
Countries citing papers authored by Pat Langley
This map shows the geographic impact of Pat Langley'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 Pat Langley with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Pat Langley more than expected).
Fields of papers citing papers by Pat Langley
This network shows the impact of papers produced by Pat Langley. 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 Pat Langley. The network helps show where Pat Langley may publish in the future.
Co-authors
The 25 scholars most cited alongside Pat Langley, 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 207 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Selection of relevant features and examples in machine learning Hit paper breakdown → | 1997 | 2172 |
| 2 | Estimating Continuous Distributions in Bayesian Classifiers Hit paper breakdown → | 2013 | 1360 |
| 3 | An analysis of Bayesian classifiers Hit paper breakdown → | 1992 | 761 |
| 4 | Scientific Discovery: Computational Explorations of the Creative Processes Hit paper breakdown → | 1987 | 481 |
| 5 | 1986 | 406 | |
| 6 | Cognitive architectures: Research issues and challenges Hit paper breakdown → | 2008 | 373 |
| 7 | 1995 | 309 | |
| 8 | Elements of Machine Learning | 1995 | 288 |
| 9 | 1989 | 256 | |
| 10 | 1990 | 250 | |
| 11 | 1987 | 194 | |
| 12 | Proceedings of the Seventeenth International Conference on Machine Learning (ICML-2000) | 2000 | 182 |
| 13 | 2004 | 153 | |
| 14 | 2004 | 134 | |
| 15 | Concept formation knowledge and experience in unsupervised learning | 1991 | 119 |
| 16 | Static versus dynamic sampling for data mining | 1996 | 105 |
| 17 | 2011 | 94 | |
| 18 | 1988 | 84 | |
| 19 | A unified cognitive architecture for physical agents | 2006 | 80 |
| 20 | 2017 | 78 |
About Pat Langley
Pat Langley is a scholar working on Artificial Intelligence, Information Systems, Information Systems and Management, Management Science and Operations Research and Signal Processing, having authored 207 papers that have together received 10.7k indexed citations. Recurring topics across this work include AI-based Problem Solving and Planning (78 papers), Semantic Web and Ontologies (30 papers), Artificial Intelligence in Games (18 papers), Data Mining Algorithms and Applications (18 papers), Reinforcement Learning in Robotics (16 papers), Bayesian Modeling and Causal Inference (15 papers), Cognitive Science and Mapping (14 papers) and Scientific Computing and Data Management (14 papers). The work is most often cited by research in Artificial Intelligence (6.2k citations), Signal Processing (974 citations), Information Systems (1.8k citations), Computer Vision and Pattern Recognition (1.6k citations) and Computational Theory and Mathematics (972 citations). Pat Langley has collaborated with scholars based in United States, New Zealand and Slovenia. Frequent co-authors include Avrim Blum, George H. John, Herbert A. Simon, Kevin Thompson, Jan M. Żytkow, Gary L. Bradshaw, Jeff Shrager, John E. Laird, Dongkyu Choi and John H. Gennari. Their work appears in journals such as Machine Learning, Cognitive Science, AI Magazine, Artificial Intelligence and Cognitive Systems Research.
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.