1. Guest Editors' Introduction: On Applied Research in Machine Learning

   • Foster Provost
   • Ron Kohavi

   Legacy Pages: 127 - 132

2. Learning in the “Real World”

   • Lorenza Saitta
   • Filippo Neri

   OriginalPaper Pages: 133 - 163

3. Learning to Recognize Volcanoes on Venus

   • Michael C. Burl
   • Lars Asker
   • Jayne Aubele

   OriginalPaper Pages: 165 - 194

4. Machine Learning for the Detection of Oil Spills in Satellite Radar Images

   • Miroslav Kubat
   • Robert C. Holte
   • Stan Matwin

   OriginalPaper Pages: 195 - 215

5. Knowledge-Based Learning in Exploratory Science: Learning Rules to Predict Rodent Carcinogenicity

   • Yongwon Lee
   • Bruce G. Buchanan
   • John M. Aronis

   OriginalPaper Pages: 217 - 240

6. Pharmacophore Discovery Using the Inductive Logic Programming System PROGOL

   • Paul Finn
   • Stephen Muggleton
   • Ashwin Srinivasan

   OriginalPaper Pages: 241 - 270

7. Glossary of Terms

   Legacy Pages: 271 - 274