Constructive induction

Constructive induction

Constructive induction is a process in the field of machine learning, which can be described as changing the representations of data by creating new attributes from existing ones, and possibly removing old ones. [cite web
last = Pazzani
first = M.
authorlink =
coauthors =
title = Constructive induction of Cartesian product attributes
work =
publisher =
date = 1996
url = http://citeseer.ist.psu.edu/287498.html
format =
doi =
accessdate = 2007-10-02 ] [cite conference
first = Bernhard
last = Pfahringer
coauthors =
title = Robust Constructive Induction
booktitle = KI-94: Advances in Artificial Intelligence : 18th German Annual Conference
pages = 118-
year = 1994 ] [cite conference
first = Suzanne
last = Lo
authorlink =
coauthors = Famili, A.
title = Development of a knowledge-driven constructive induction mechanism
booktitle = Advances in Intelligent Data Analysis: Reasoning About Data : Second International Symposium, IDA-97
pages = 173-
year = 1997 ] [cite book
last = Liu
first = Huan
coauthors = Motoda, Hiroshi
title = Feature Extraction, Construction and Selection: A Data Mining Perspective
publisher = Springer
date = 1998
isbn = 0792381963] [cite book
last = Kangassalo
first = Hannu
coauthors = Jaakkola, Hannu
title = Information Modelling and Knowledge Bases
publisher = IOS Press
date = 1990
isbn = 9051990367]

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