Filters
Genetic programming as a tool for decision trees induction
The aim of the contribution is to show that genetic programming can be easily used to induction of decision trees for classification of objects....
BC - Teorie a systémy řízení
- 2000 •
- C
Rok uplatnění
C - Kapitola v odborné knize
Inducing decision trees via concept lattices
The paper presents a new machine learning method of decision tree induction FCA in the problem of decision tree induction. We present our method and provide comparisons with selected methods of
BD - Teorie informace
- 2008 •
- D
Rok uplatnění
D - Stať ve sborníku
Evolutionary Algorithm for Decision Tree Induction
Decision trees are among the most popular classification algorithms due and analysis. Nonetheless, a majority of decision trees training algorithms base on greedy top-down induction strategy which has the ...
IN - Informatika
- 2014 •
- D
Rok uplatnění
D - Stať ve sborníku
Phonological rules induction for phonetic transcription
a dictionary. This article describes phonological rules induction algorithm based on construction of phonological decision trees. Words contained in the dictionary are split into short fractions. Thereby decision ...
JC - Počítačový hardware a software
- 2003 •
- D
Rok uplatnění
D - Stať ve sborníku
Evaluation of ECG: Comparison of Decision Tree and Fuzzy Rules Induction
This paper compares two different approaches to computer-aided analysis of ECG signals. ECG records are preprocessed by the wavelet transform, and the machine learning method of decision trees and fuzzy rules induction are ...
JD - Využití počítačů, robotika a její aplikace
- 2004 •
- D
Rok uplatnění
D - Stať ve sborníku
Inducing Diverse Decision Forests with Genetic Programming
This paper presents an algorithm for induction of ensembles of decision trees, also referred to as decision forests. In order to achieve high expressiveness the trees induced are multivariate, with various...
JC - Počítačový hardware a software
- 2005 •
- D
Rok uplatnění
D - Stať ve sborníku
Boolean factor analysis for data preprocessing in machine learning
are demonstrated on decision tree induction. The experimental evaluation and comparison of performance of decision trees induced from original and preprocessed input data is performed with standard de...
IN - Informatika
- 2010 •
- D
Rok uplatnění
D - Stať ve sborníku
Preprocessing input data for machine learning by FCA
to demonstrate the ideas is decision tree induction. The experimental evaluation and comparison of performance of decision trees induced from original and preprocessed input data is performed with standar...
IN - Informatika
- 2010 •
- D
Rok uplatnění
D - Stať ve sborníku
Classification Using Genetic Programming
The aim of the paper is to demonstrate that genetic programming can be very easily exploited for induction of decision trees. Moreover, we show that by a proper selection of fitness function we can quite simply influence th...
JC - Počítačový hardware a software
- 2000 •
- D
Rok uplatnění
D - Stať ve sborníku
Decision-Tree-Based Classification Methods
Basics of classification trees and forests are summarized, the main focus being methods designed by Leo Breiman, namely CART and Random Forests. Among the aspects discussed are computer intensive nature of tree induction, i...
BB - Aplikovaná statistika, operační výzkum
- 2011 •
- C
Rok uplatnění
C - Kapitola v odborné knize
- 1 - 10 out of 51 296