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