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]

References


Wikimedia Foundation. 2010.

Игры ⚽ Поможем написать курсовую

Look at other dictionaries:

  • Constructive set theory — is an approach to mathematical constructivism following the program of axiomatic set theory. That is, it uses the usual first order language of classical set theory, and although of course the logic is constructive, there is no explicit use of… …   Wikipedia

  • Constructive analysis — In mathematics, constructive analysis is mathematical analysis done according to the principles of constructive mathematics. This contrasts with classical analysis, which (in this context) simply means analysis done according to the (ordinary)… …   Wikipedia

  • Constructive dismissal — In employment law, constructive dismissal, also called constructive discharge, occurs when employees resign because their employer s behaviour has become so intolerable or heinous or made life so difficult that the employee has no choice but to… …   Wikipedia

  • Bar induction — is a reasoning principle used in intuitionistic mathematics, introduced by L.E.J. Brouwer.It is useful in giving constructive versions of classical results.It is based on an inductive argument.The goal of the principle is to prove properties of… …   Wikipedia

  • Multifactor dimensionality reduction — (MDR) is a data mining approach for detecting and characterizing combinations of attributes or independent variables that interact to influence a dependent or class variable. MDR was designed specifically to identify interactions among discrete… …   Wikipedia

  • Mathematical logic — (also known as symbolic logic) is a subfield of mathematics with close connections to foundations of mathematics, theoretical computer science and philosophical logic.[1] The field includes both the mathematical study of logic and the… …   Wikipedia

  • Brouwer-Hilbert controversy — A foundational controversy in twentieth century history of mathematics opposed L. E. J. Brouwer, a supporter of intuitionism, and David Hilbert, the founder of formalism.BackgroundThe background for the controversy was set with David Hilbert s… …   Wikipedia

  • König's lemma — or König s infinity lemma is a theorem in graph theory due to Dénes Kőnig (1936). It gives a sufficient condition for an infinite graph to have an infinitely long path. The computability aspects of this theorem have been thoroughly investigated… …   Wikipedia

  • Mathematical proof — In mathematics, a proof is a convincing demonstration (within the accepted standards of the field) that some mathematical statement is necessarily true.[1][2] Proofs are obtained from deductive reasoning, rather than from inductive or empirical… …   Wikipedia

  • Emmy Noether — Amalie Emmy Noether Born 23 March 1882(1882 03 23) …   Wikipedia

Share the article and excerpts

Direct link
… Do a right-click on the link above
and select “Copy Link”