David W. Aha
Publications by Year
Research Areas
AI-based Problem Solving and Planning, Semantic Web and Ontologies, Multi-Agent Systems and Negotiation, Logic, Reasoning, and Knowledge, Machine Learning and Algorithms
Most-Cited Works
- → Instance-Based Learning Algorithms(1991)4,094 cited
- → DARPA's Explainable Artificial Intelligence Program(2019)1,146 cited
- → A Review and Empirical Evaluation of Feature Weighting Methods for a Class of Lazy Learning Algorithms(1997)717 cited
- → A Comparative Evaluation of Sequential Feature Selection Algorithms(1996)447 cited
- → Tolerating noisy, irrelevant and novel attributes in instance-based learning algorithms(1992)406 cited
- Lazy learning(1997)
- → Simplifying decision trees: A survey(1997)335 cited
- → Generalizing from Case Studies: A Case Study(1992)214 cited
- → Intelligent lessons learned systems(2001)212 cited