Decision Tree Learning

From Ioannis Kourouklides

This page contains resources about Decision Tree Learning.

Subfields and Concepts[edit]

  • Decision trees
  • Decision forests / Random forests

 Online Courses[edit]

Video Lectures[edit]

Lectures Notes [edit]

 Books and Book Chapters[edit]

  • Criminisi, A., & Shotton, J. (2013). Decision Forests for Computer Vision and Medical Image Analysis. Springer.
  • Russell, S. J., & Norvig, P. (2010). "Section 18.3: Learning Decision Trees". Artificial Intelligence: A Modern Approach. Prentice Hall.
  • Mitchell, T. M. (1997). "Chapter 3: Decision Tree Learning". Machine Learning. McGraw Hill.

Scholarly Articles[edit]



See also[edit]

 Other Resources[edit]