Edwin Pednault
Impact in
- Artificial Intelligence top 2%
- AI-based Problem Solving and Planning
- Logic, Reasoning, and Knowledge
- Semantic Web and Ontologies
- Multi-Agent Systems and Negotiation
- Information Systems top 2%
- Data Mining Algorithms and Applications
- Cloud Computing and Resource Management
Papers in
-
- AI-based Problem Solving and Planning 7
- Logic, Reasoning, and Knowledge 6
- Machine Learning and Algorithms 4
- Machine Learning and Data Classification 4
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- Data Mining Algorithms and Applications 10
- Co-authors
- Wilma K. Olson (2 shared papers)Amol Ghoting (2 shared papers)Chidanand Apté (3 shared papers)Padhraic Smyth (1 shared paper)Bing Liu (1 shared paper)Berthold Reinwald (1 shared paper)Shirish Tatikonda (1 shared paper)Vikas Sindhwani (1 shared paper)
- Journals
- Communications of the ACM (2 papers)Computer (1 paper)Physical Review Research (1 paper)Journal of Biomolecular Structure and Dynamics (1 paper)Journal of Molecular Biology (1 paper)
- Partner nations
- United StatesGermanyUnited Kingdom
In The Last Decade
Edwin Pednault
36 papers receiving 1.1k citations
Peers
Comparison fields: 5 of 105
- Artificial Intelligence 759
- Information Systems 280
- Software 43
- Computer Networks and Communications 250
- Signal Processing 104
Countries citing papers authored by Edwin Pednault
This map shows the geographic impact of Edwin Pednault'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 Edwin Pednault with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Edwin Pednault more than expected).
Fields of papers citing papers by Edwin Pednault
This network shows the impact of papers produced by Edwin Pednault. 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 Edwin Pednault. The network helps show where Edwin Pednault may publish in the future.
Co-authors
The 25 scholars most cited alongside Edwin Pednault, 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 38 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | 1989 | 279 | |
| 2 | 2011 | 193 | |
| 3 | 2002 | 99 | |
| 4 | 1994 | 87 | |
| 5 | 1988 | 60 | |
| 6 | 2002 | 48 | |
| 7 | 1994 | 44 | |
| 8 | 2011 | 36 | |
| 9 | 1993 | 34 | |
| 10 | Toward a mathematical theory of plan synthesis | 1987 | 34 |
| 11 | 1997 | 33 | |
| 12 | 1981 | 32 | |
| 13 | 2001 | 31 | |
| 14 | 1992 | 30 | |
| 15 | Some experiments in applying inductive inference principles to surface reconstruction | 1989 | 24 |
| 16 | Generalizing nonlinear planning to handle complex goals and actions with context-dependent effects | 1991 | 23 |
| 17 | 2003 | 22 | |
| 18 | 1999 | 21 | |
| 19 | 2000 | 19 | |
| 20 | Handling Imbalanced Data Sets in Insurance Risk Modeling | 2000 | 18 |
About Edwin Pednault
Edwin Pednault is a scholar working on Artificial Intelligence, Information Systems, Computer Networks and Communications, Computer Vision and Pattern Recognition and Signal Processing, having authored 38 papers that have together received 1.3k indexed citations. Recurring topics across this work include Data Mining Algorithms and Applications (10 papers), AI-based Problem Solving and Planning (7 papers), Logic, Reasoning, and Knowledge (6 papers), Machine Learning and Algorithms (4 papers), Data Management and Algorithms (4 papers), Machine Learning and Data Classification (4 papers), Advanced Database Systems and Queries (3 papers) and Handwritten Text Recognition Techniques (3 papers). The work is most often cited by research in Artificial Intelligence (759 citations), Information Systems (280 citations), Software (43 citations), Computer Networks and Communications (250 citations) and Signal Processing (104 citations). Edwin Pednault has collaborated with scholars based in United States, Germany and United Kingdom. Frequent co-authors include Wilma K. Olson, Amol Ghoting, Chidanand Apté, Padhraic Smyth, Bing Liu, Berthold Reinwald, Shirish Tatikonda, Vikas Sindhwani, Shivakumar Vaithyanathan and Yuanyuan Tian. Their work appears in journals such as Communications of the ACM, Computer, Physical Review Research, Journal of Biomolecular Structure and Dynamics and Journal of Molecular Biology.
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.