David Leake
Impact in
- Artificial Intelligence top 0.5%
- AI-based Problem Solving and Planning
- Semantic Web and Ontologies
- Multi-Agent Systems and Negotiation
- Logic, Reasoning, and Knowledge
- Information Systems top 1%
- Software Engineering Research
- Data Mining Algorithms and Applications
- Service-Oriented Architecture and Web Services
Papers in
-
- AI-based Problem Solving and Planning 54
- Semantic Web and Ontologies 40
- Topic Modeling 10
- Advanced Text Analysis Techniques 8
- Speech and dialogue systems 7
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- Software Engineering Research 10
- Co-authors
- David C. Wilson (12 shared papers)Ashwin Ram (10 shared papers)Ana Gabriela Maguitman (12 shared papers)Roger C. Schank (2 shared papers)Thomas Reichherzer (9 shared papers)David McSherry (2 shared papers)Barry Smyth (3 shared papers)Susan H. Fox (3 shared papers)
- Journals
- AI Magazine (4 papers)The Knowledge Engineering Review (2 papers)Cognitive Science (2 papers)Journal of Intelligent Information Systems (2 papers)Artificial Intelligence Review (2 papers)
- Partner nations
- United StatesUnited KingdomIreland
In The Last Decade
David Leake
108 papers receiving 1.8k citations
David Leake's Hit Papers
Peers
Comparison fields: 5 of 114
- Artificial Intelligence 1.5k
- Information Systems 574
- Software 89
- Management Science and Operations Research 172
- Computer Science Applications 73
Countries citing papers authored by David Leake
This map shows the geographic impact of David Leake'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 David Leake with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites David Leake more than expected).
Fields of papers citing papers by David Leake
This network shows the impact of papers produced by David Leake. 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 David Leake. The network helps show where David Leake may publish in the future.
Co-authors
The 25 scholars most cited alongside David Leake, 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 117 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Case-Based Reasoning: Experiences, Lessons and Future Directions Hit paper breakdown → | 1996 | 532 |
| 2 | 2005 | 342 | |
| 3 | Goal-driven learning | 1995 | 73 |
| 4 | 1989 | 72 | |
| 5 | Evaluating Explanations: A Content Theory | 1992 | 47 |
| 6 | 2005 | 47 | |
| 7 | Acquiring case adaptation knowledge: a hybrid approach | 1996 | 42 |
| 8 | 2001 | 42 | |
| 9 | 1994 | 40 | |
| 10 | Managing, Mapping, and Manipulating Conceptual Knowledge* | 1999 | 35 |
| 11 | 1991 | 33 | |
| 12 | 2001 | 33 | |
| 13 | 2003 | 32 | |
| 14 | Understanding Knowledge Models: Modeling Assessment of Concept Importance in Concept Maps | 2004 | 27 |
| 15 | 1995 | 27 | |
| 16 | Assessing Conceptual Similarity to Support Concept Mapping | 2002 | 24 |
| 17 | 2009 | 24 | |
| 18 | Using introspective reasoning to refine indexing | 1995 | 24 |
| 19 | 2001 | 22 | |
| 20 | Combining Concept Mapping with CBR: Towards Experience-Based Support for Knowledge Modeling | 2001 | 19 |
About David Leake
David Leake is a scholar working on Artificial Intelligence, Information Systems, Computer Networks and Communications, Signal Processing and Management Science and Operations Research, having authored 117 papers that have together received 2.1k indexed citations. Recurring topics across this work include AI-based Problem Solving and Planning (54 papers), Semantic Web and Ontologies (40 papers), Topic Modeling (10 papers), Software Engineering Research (10 papers), Advanced Database Systems and Queries (9 papers), Advanced Text Analysis Techniques (8 papers), Speech and dialogue systems (7 papers) and Data Management and Algorithms (7 papers). The work is most often cited by research in Artificial Intelligence (1.5k citations), Information Systems (574 citations), Software (89 citations), Management Science and Operations Research (172 citations) and Computer Science Applications (73 citations). David Leake has collaborated with scholars based in United States, United Kingdom and Ireland. Frequent co-authors include David C. Wilson, Ashwin Ram, Ana Gabriela Maguitman, Roger C. Schank, Thomas Reichherzer, David McSherry, Barry Smyth, Susan H. Fox, Mark T. Keane and Ramón López de Mántaras. Their work appears in journals such as AI Magazine, The Knowledge Engineering Review, Cognitive Science, Journal of Intelligent Information Systems and Artificial Intelligence Review.
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.