Models of Incremental Concept Learning:
A coupled research proposal

Douglas H. Fisher                        Jeffrey C. Schlimmer
Computer Science Department          Computer Science Department
Vanderbilt University                    Carnegie Mellon University
Nashville, TN 37235                              Pittsburgh, PA 15213

Vanderbilt University Technical Report CS-88-05 (1988)

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• Contents
• Project Summary
• Project Description
  • Focused Research Issues
  • Related Work
    • Incremental learning from examples
    • Incremental conceptual clustering
  • Incremental Concept Learning: Our Approach
    • Search control strategies for incremental learning
    • Concept and knowledge base organization
  • Plan for Continued Research
    • Domain-independent incremental methods
    • Application areas for incremental learning
    • Frameworks for understanding incremental learning
    • Methodological Approaches
• References
• About this document ...