Tools for Learning (Equipe Inference et Apprentissage)

Abstract

The main research topic of this contract, i.e. testing how symbolic Machine Learning (ML) techniques can be applied to Scene Analysis, has been completed by the final implementation of our system that learns features to recognize multi-funt characters. The approach we want to develop can be summarized as follows: Inductive Learning of decision trees from a fixed vocabulary; Learning new descriptors improving the decision tree; Merging the results of 1- and 2- Discriminant methods; Finding intentional recognition functions; Merging 'discrimination' and 'recognition'.

Open PDF

Document Details

Document Type
Technical Report
Publication Date
Sep 01, 1987
Accession Number
ADA196850

Entities

People

  • Yves Kodratoff

Tags

Communities of Interest

  • Autonomy

DTIC Thesaurus Topics

  • Acquisition
  • Artificial Intelligence
  • California
  • Classification
  • Climate Change
  • Contracts
  • Databases
  • Emergencies
  • Expert Systems
  • Flight Simulators
  • Information Retrieval
  • Learning
  • Machine Learning
  • Michigan
  • Recognition
  • Taxonomy
  • Workshops

Fields of Study

  • Computer science

Readers

  • Neural Network Machine Learning.

Technology Areas

  • AI & ML