David Leake
- Artificial Intelligence top 0.5%
- AI-based Problem Solving and Planning 53
- Semantic Web and Ontologies 40
- Topic Modeling 10
- Advanced Text Analysis Techniques 8
- Speech and dialogue systems 7
- Multi-Agent Systems and Negotiation 7
- Information Systems top 1%
- Software Engineering Research 10
- Software top 5%
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- Advanced Database Systems and Queries 9
- Co-authors
- David C. WilsonAshwin RamAna Gabriela MaguitmanRoger C. SchankThomas ReichherzerDavid McSherryBarry SmythSusan H. Fox
- Journals
- AI Magazine (4 papers)Journal of Intelligent Information Systems (2 papers)The Knowledge Engineering Review (2 papers)
- Partner nations
- United StatesUnited KingdomArgentina
In The Last Decade
David Leake
106 papers receiving 1.8k citations
Hit Papers
Peers
Comparison fields: 5 of 114
- Artificial Intelligence 1.5k
- Information Systems 574
- Software 89
- Management Science and Operations Research 173
- 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-authorship network
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
| # | Work | ||
|---|---|---|---|
| 1 | Supporting Case-Based Reasoning with Neural Networks: An Illustration for Case Adaptation. | 2021 | 10 |
| 2 | Case-Base Maintenance: A Streaming Approach. | 2016 | 2 |
| 3 | Customizing Question Selection in Conversational Case-Based Reasoning. | 2012 | 1 |
| 4 | Understanding the Role of Structure in Concept Maps | 2006 | 6 |
| 5 | Modeling and using context : 5th International and Interdisciplinary Conference, CONTEXT 2005, Paris, France, July 5-8, 2005 : proceedings | 2005 | 2 |
| 6 | 2005 | 1 | |
| 7 | 2004 | 0 | |
| 8 | Dispatching Cases versus Merging Case-Bases: When MCBR Matters | 2003 | 2 |
| 9 | Topic Extraction and Extension to Support Concept Mapping | 2003 | 12 |
| 10 | Assessing Conceptual Similarity to Support Concept Mapping | 2002 | 24 |
| 11 | Managing Multiple Case Bases: Dimensions and Issues | 2002 | 5 |
| 12 | Combining Concept Mapping with CBR: Towards Experience-Based Support for Knowledge Modeling | 2001 | 19 |
| 13 | Constructing and Transforming CBR Implementations: Techniques for Corporate Memory Management | 1999 | 2 |
| 14 | Learning to integrate multiple knowledge sources for case-based reasoning | 1997 | 13 |
| 15 | Case-based reasoning research and development : Second International Conference on Case-Based Reasoning, ICCBR-97, Providence, RI, USA, July 25-27, 1997 : proceedings | 1997 | 10 |
| 16 | Combining Rules and Cases to Learn Case Adaptation | 1995 | 9 |
| 17 | Using introspective reasoning to refine indexing | 1995 | 24 |
| 18 | Focusing construction and selection of abductive hypotheses | 1993 | 19 |
| 19 | 1993 | 13 | |
| 20 | Creativity and learning in a case-based explainer | 1990 | 11 |
About David Leake
David Leake is a scholar working on Artificial Intelligence, Information Systems and Software, having authored 115 papers that have together received 2.1k indexed citations. Recurring topics across this work include AI-based Problem Solving and Planning (53 papers), Semantic Web and Ontologies (40 papers), Software Engineering Research (10 papers), Topic Modeling (10 papers), Advanced Database Systems and Queries (9 papers), Advanced Text Analysis Techniques (8 papers), Speech and dialogue systems (7 papers) and Multi-Agent Systems and Negotiation (7 papers). The work is most often cited by research in Artificial Intelligence (1.5k citations), Information Systems (574 citations) and Software (89 citations). David Leake has collaborated with scholars based in United States, United Kingdom and Argentina. Frequent co-authors include David C. Wilson, Ashwin Ram, Ana Gabriela Maguitman, Roger C. Schank, Thomas Reichherzer, David McSherry, Barry Smyth, Susan H. Fox, Ramón López de Mántaras and Michael T. Cox. Their work appears in journals such as AI Magazine, Journal of Intelligent Information Systems, The Knowledge Engineering Review, Artificial Intelligence Review and Cognitive Science.
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.