Machine Learning, Volume 30, 1998

Volume 30, Number 1, January 1998

• Dana Ron:
  Guest Editor's Introduction. 5-6
  
• Philip M. Long, Lei Tan:
  PAC Learning Axis-aligned Rectangles with Respect to Product Distributions from Multiple-Instance Examples. 7-21
  
• Avrim Blum, Adam Kalai:
  A Note on Learning from Multiple-Instance Examples. 23-29
  
• András Antos, Gábor Lugosi:
  Strong Minimax Lower Bounds for Learning. 31-56
  
• William W. Cohen:
  Hardness Results for Learning First-Order Representations and Programming by Demonstration. 57-87
  
• Andreas Birkendorf, Eli Dichterman, Jeffrey C. Jackson, Norbert Klasner, Hans-Ulrich Simon:
  On Restricted-Focus-of-Attention Learnability of Boolean Functions. 89-123
  

Volume 30, Numbers 2-3, February 1998

• Foster J. Provost, Ron Kohavi:
  Guest Editors' Introduction: On Applied Research in Machine Learning. 127-132
  
• Lorenza Saitta, Filippo Neri:
  Learning in the " Real World". 133-163
  
• Michael C. Burl, Lars Asker, Padhraic Smyth, Usama M. Fayyad, Pietro Perona, Larry Crumpler, Jayne Aubele:
  Learning to Recognize Volcanoes on Venus. 165-194
  
• Miroslav Kubat, Robert C. Holte, Stan Matwin:
  Machine Learning for the Detection of Oil Spills in Satellite Radar Images. 195-215
  
• Yongwon Lee, Bruce G. Buchanan, John M. Aronis:
  Knowledge-Based Learning in Exploratory Science: Learning Rules to Predict Rodent Carcinogenicity. 217-240
  
• Paul W. Finn, Stephen Muggleton, David Page, Ashwin Srinivasan:
  Pharmacophore Discovery Using the Inductive Logic Programming System PROGOL. 241-270
  

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