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