Guest Editors' Introduction: On Applied Research in Machine Learning
Learning in the “Real World”
Learning to Recognize Volcanoes on Venus
Machine Learning for the Detection of Oil Spills in Satellite Radar Images
Knowledge-Based Learning in Exploratory Science: Learning Rules to Predict Rodent Carcinogenicity
Pharmacophore Discovery Using the Inductive Logic Programming System PROGOL
Glossary of Terms
Guest Editor's Introduction
PAC Learning Axis-aligned Rectangles with Respect to Product Distributions from Multiple-Instance Examples
A Note on Learning from Multiple-Instance Examples
Strong Minimax Lower Bounds for Learning
Hardness Results for Learning First-Order Representations and Programming by Demonstration
On Restricted-Focus-of-Attention Learnability of Boolean Functions