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
- Machine Learning and Data Classification
- Information Systems top 0.5%
- Software Engineering Research
- Data Mining Algorithms and Applications
Papers in
-
- AI-based Problem Solving and Planning 101
- Semantic Web and Ontologies 58
- Machine Learning and Data Classification 18
- Topic Modeling 15
-
- Software Engineering Research 27
- Co-authors
- David C. Wilson (17 shared papers)Ashwin Ram (11 shared papers)Ana Gabriela Maguitman (15 shared papers)Thomas Reichherzer (14 shared papers)Susan H. Fox (5 shared papers)Roger C. Schank (2 shared papers)Raja Sooriamurthi (7 shared papers)David McSherry (2 shared papers)
- Journals
- Lecture notes in computer science (55 papers)AI Magazine (6 papers)Artificial Intelligence Review (2 papers)Cognitive Science (2 papers)The Knowledge Engineering Review (2 papers)
- Partner nations
- United StatesSpainUnited Kingdom
In The Last Decade
David Leake
183 papers receiving 3.4k citations
David Leake's Hit Papers
Peers
Comparison fields: 5 of 130
- Artificial Intelligence 3.0k
- Information Systems 1.2k
- Software 190
- Information Systems and Management 193
- Management Information Systems 223
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 197 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 | 750 |
| 2 | Retrieval, reuse, revision and retention in case-based reasoning Hit paper breakdown → | 2005 | 452 |
| 3 | 1998 | 109 | |
| 4 | 1989 | 100 | |
| 5 | Goal-driven learning | 1995 | 96 |
| 6 | 2001 | 73 | |
| 7 | 1995 | 71 | |
| 8 | Evaluating Explanations: A Content Theory | 1992 | 69 |
| 9 | Acquiring case adaptation knowledge: a hybrid approach | 1996 | 62 |
| 10 | 2000 | 62 | |
| 11 | 2005 | 58 | |
| 12 | 2008 | 52 | |
| 13 | 1994 | 46 | |
| 14 | Using introspective reasoning to refine indexing | 1995 | 46 |
| 15 | 1991 | 45 | |
| 16 | 1999 | 43 | |
| 17 | 2001 | 39 | |
| 18 | Managing, Mapping, and Manipulating Conceptual Knowledge* | 1999 | 39 |
| 19 | 2003 | 38 | |
| 20 | 2001 | 37 |
About David Leake
David Leake is a scholar working on Artificial Intelligence, Information Systems, Computer Networks and Communications, Information Systems and Management and Signal Processing, having authored 197 papers that have together received 3.9k indexed citations. Recurring topics across this work include AI-based Problem Solving and Planning (101 papers), Semantic Web and Ontologies (58 papers), Software Engineering Research (27 papers), Machine Learning and Data Classification (18 papers), Topic Modeling (15 papers), Scientific Computing and Data Management (14 papers), Constraint Satisfaction and Optimization (11 papers) and Advanced Database Systems and Queries (11 papers). The work is most often cited by research in Artificial Intelligence (3.0k citations), Information Systems (1.2k citations), Software (190 citations), Information Systems and Management (193 citations) and Management Information Systems (223 citations). David Leake has collaborated with scholars based in United States, Spain and United Kingdom. Frequent co-authors include David C. Wilson, Ashwin Ram, Ana Gabriela Maguitman, Thomas Reichherzer, Susan H. Fox, Roger C. Schank, Raja Sooriamurthi, David McSherry, Barry Smyth and Agnar Aamodt. Their work appears in journals such as Lecture notes in computer science, AI Magazine, Artificial Intelligence Review, Cognitive Science and The Knowledge Engineering 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.