Machine Learning for Signal Understanding

(Back to Manuela Veloso's home page.)

Astro Teller and I have been working on developing machine learning approaches
to study the map from signals to symbols.


(See Astro Teller's papers for additional references.)
  • A Controlled Experiment: Evolution for Learning Difficult Image Classification
    Astro Teller and Manuela Veloso
    Proceedings of the Seventh Portuguese Conference on Artificial Intelligence,
    Springer-Verlag, 1995.

  • Program Evolution for Data Mining
    Astro Teller and Manuela Veloso
    The International Journal of Expert Systems.
    Third Quarter Special Issue on Genetic Algorithms and Knowledge Bases.
    JAI Press, 1995.

  • PADO: A New Learning Architecture for Object Recognition
    Astro Teller and Manuela Veloso
    Symbolic Visual Learning, Oxford University Press, 1995.

  • PADO: Learning Tree-Structured Algorithms for Orchestration into an Object Recognition System
    Astro Teller and Manuela Veloso
    Technical Report, Carnegie Mellon University, CMU-CS-95-101.