Robert C. Holte
Publications by Year
Research Areas
AI-based Problem Solving and Planning, Constraint Satisfaction and Optimization, Machine Learning and Algorithms, Robotic Path Planning Algorithms, Logic, Reasoning, and Knowledge
Most-Cited Works
- → Very Simple Classification Rules Perform Well on Most Commonly Used Datasets(1993)1,785 cited
- → Machine Learning for the Detection of Oil Spills in Satellite Radar Images(1998)1,248 cited
- C4.5, Class Imbalance, and Cost Sensitivity: Why Under-Sampling beats Over-Sampling(2003)
- Concept learning and the problem of small disjuncts(1989)
- → Cost curves: An improved method for visualizing classifier performance(2006)320 cited
- → Learning when negative examples abound(1997)277 cited
- → Concept learning and heuristic classification in weak-theory domains(1990)253 cited
- Approximating game-theoretic optimal strategies for full-scale poker(2003)
- Exploiting the Cost (In)sensitivity of Decision Tree Splitting Criteria(2000)
- → Explicitly representing expected cost(2000)184 cited