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» Generalization and Decision Tree Induction: Efficient Classi...
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71
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RIDE
1997
IEEE
15 years 3 months ago
Generalization and Decision Tree Induction: Efficient Classification in Data Mining
Micheline Kamber, Lara Winstone, Wang Gon, Jiawei ...
87
Voted
SAC
2002
ACM
14 years 10 months ago
Decision tree classification of spatial data streams using Peano Count Trees
Many organizations have large quantities of spatial data collected in various application areas, including remote sensing, geographical information systems (GIS), astronomy, compu...
Qiang Ding, Qin Ding, William Perrizo
81
Voted
SGAI
2007
Springer
15 years 5 months ago
Towards a Computationally Efficient Approach to Modular Classification Rule Induction
Induction of classification rules is one of the most important technologies in data mining. Most of the work in this field has concentrated on the Top Down Induction of Decision T...
Frederic T. Stahl, Max Bramer
SDM
2008
SIAM
197views Data Mining» more  SDM 2008»
15 years 7 days ago
A general framework for estimating similarity of datasets and decision trees: exploring semantic similarity of decision trees
Decision trees are among the most popular pattern types in data mining due to their intuitive representation. However, little attention has been given on the definition of measure...
Irene Ntoutsi, Alexandros Kalousis, Yannis Theodor...
SAC
2009
ACM
15 years 5 months ago
LEGAL-tree: a lexicographic multi-objective genetic algorithm for decision tree induction
Decision trees are widely disseminated as an effective solution for classification tasks. Decision tree induction algorithms have some limitations though, due to the typical strat...
Márcio P. Basgalupp, Rodrigo C. Barros, And...