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» Incremental Fuzzy Decision Trees
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ICTAI
1999
IEEE
13 years 10 months ago
Controlled Flux Results in Stable Decision Trees
This work deals with stability in incremental induction of decision trees. Stability problems arise when an induction algorithm must revise a decision tree very often and oscillat...
Dimitrios Kalles, Athanassios Papagelis
AMR
2003
Springer
124views Multimedia» more  AMR 2003»
13 years 11 months ago
Adaptive Discovery of Indexing Rules for Video
This paper presents results, at an early stage of research work, of the use of fuzzy decision trees in a multimedia framework. We present the discovery of rules in three different ...
Marcin Detyniecki
ICML
1990
IEEE
13 years 9 months ago
An Incremental Method for Finding Multivariate Splits for Decision Trees
Decision trees that are limited to testing a single variable at a node are potentially much larger than trees that allow testing multiple variables at a node. This limitation redu...
Paul E. Utgoff, Carla E. Brodley
FLAIRS
2004
13 years 7 months ago
Inducing Fuzzy Decision Trees in Non-Deterministic Domains using CHAID
Most decision tree induction methods used for extracting knowledge in classification problems are unable to deal with uncertainties embedded within the data, associated with human...
Jay Fowdar, Zuhair Bandar, Keeley A. Crockett
IJAIT
2000
50views more  IJAIT 2000»
13 years 5 months ago
Stable Decision Trees: Using Local Anarchy for Efficient Incremental Learning
Dimitrios Kalles, Athanassios Papagelis