The Case for Case-Based Transfer Learning

@article{Klenk2011TheCF,
  title={The Case for Case-Based Transfer Learning},
  author={Matthew Klenk and David W. Aha and Matthew Molineaux},
  journal={AI Magazine},
  year={2011},
  volume={32},
  pages={54-69}
}
54 AI MAGAZINE Observations of human reasoning motivate AI research on transfer learning (TL) and case-based reasoning (CBR). Our ability to transfer knowledge and expertise from understood domains to novel ones has been thoroughly documented in psychology and education (for example, Thorndike and Woodworth 1901; Perkins and Salomon 1994; Bransford, Brown, and Cocking 2000), among other disciplines. Transfer learning uses knowledge learned from solving tasks from a source domain to enhance an… CONTINUE READING

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