Constructive induction is a process of inducing a concept definition that employs expansion of terminology. Terminology is a collection of specialized terms that describe observations. Observations consist of concept examples (units) and examples of other comparable concepts.
This chapter presents a framework for constructive induction based on four inherent aspects of this problem: (1) need detection, (2) constructor selection, (3) ...
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What is constructive induction?
What is a constructive framework?
We argue for a specific approach to constructive induction that reduces variation by incorporating various kinds of domain knowledge.
Constructive Induction or Substitution - a method for solving recurrences when you have guessed the general form but don't know the constants.
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Abstract. The paper presents initial results from an emerging new direction in engineering design research, in particular, creative design.
Constructive induction is a process of creating new knowledge (e.g., design knowledge) by performing two intertwined searches, one---for he most adcquale ...
Constructive induction is therefore the very means how HINT builds the classification model from data. In the terminology of Michalski and Wnek, HINT's ...
A framework for the construction of new features for hard classification tasks is discussed. The approach brings together ideas from the fields of machine ...
Contents. Proceedings of the sixth international workshop on Machine learning. A constructive induction framework. Pages 474 - 475. PREVIOUS ARTICLE.
Within a single problem, constructive induction can use the first half of the training set to learn a better representation for the second half, and thus ...