Results 181 to 190 of about 3,645 (221)

Building fuzzy neural classifiers by fuzzy ID3 algorithm

Proceedings of Third International Conference on Signal Processing (ICSP'96), 2002
This paper proposes a new method to building a fuzzy neural classifier which could be thought as a fuzzy system completed with a neural network. First we need to obtain an initial rule-based fuzzy classifier, then convert this system into a multilayer feedforward neural network architecture. Recently, automatically generating fuzzy rules from numerical
null Qian Yun-Tao, null Xie Wei-Xin
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Privacy Preserving ID3 Algorithm over Horizontally Partitioned Data

Sixth International Conference on Parallel and Distributed Computing Applications and Technologies (PDCAT'05), 2005
For the problem of decision tree classification with privacy concerns, we propose several efficient secure multi-party computation protocols to construct a privacy preserving ID3 algorithm over horizontally partitioned data among multiple parties. Our algorithm presents the first solution to privacy preserving decision tree classification among more ...
null Ming-Jun Xiao, null Liu-Sheng Huang, null Yong-Long Luo, null Hong Shen   +3 more
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Application of ID3 Algorithm in Exercise Prescription

2011
This paper adopts the ID3 algorithm for mining hidden classification rules from mass students’ physical constitution evaluation and sports training result data. It is helpful for PE teacher on planning exercise prescriptions toward college students with different physical constitution conditions by decision support.
Quancheng Zhang, Kun You, Gang Ma
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Implementation of ID3 Algorithm in Asset Inventory Model

2021
This paper aims to solve the problem of optimal portfolio of venture capital investment by intelligent algorithm. Using the actual data, this paper constructs the optimal portfolio models based on different risk measures and termination conditions: unit risk return maximization model, VaR risk control model, risk and return preference model.
Liuqing Ye, Canhui Zhang, Dan Zhao, Longmin Bu, Huiting Xu   +4 more
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Application of ID3 Algorithm in Logistics Performance Evaluation

Key Engineering Materials, 2011
It is of vital importance to evaluate logistics performance of logistics company along with fiercer competition. ID3 algorithm is an effective method. In this paper, fisrtly we introduce ID3 algorithm. Then we apply it to evaluate logistics performance of a logistics company.
Yu Kui Sheng, Wan Lian Lan
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RID3: An ID3-like algorithm for real data

Information Sciences, 1997
Abstract An ID3-like tree-based classifier named RID3 has been proposed. The classifier requires a ranking of the features according to their discriminability between classes. We propose a simple but effective scheme for feature ranking. RID3 first constructs a preliminary tree with a default threshold at each node.
N.R. Pal, Sukumar Chakraborty, A. Bagchi
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Classifying Continuous Data Set by ID3 Algorithm

2005 5th International Conference on Information Communications & Signal Processing, 2006
This paper presents a modified version of the ID3 algorithm. The goal is to build the decision tree for classifying the continuous data set. An example in the training data set composes of some input features (attributes) and one predicate output. A proper feature ordering produces a shallow decision tree, which spends a logarithm time in classifying a
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The application of ID3 algorithm in aviation marketing

2007 IEEE International Conference on Grey Systems and Intelligent Services, 2007
In view of the actual demand of the current aviation enterprise, this paper uses ID3 classification algorithm of data mining to analyze the investigation data obtained in a waiting hall at an airport. It also points out what customer community the marketing strategy should pay attention to in the process of developing the high-end customer in the ...
null Yan Ke-wu, null Zhu Jin-fu, null Sun Qiang   +2 more
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Fuzzy ID3 Algorithm Based on Generating Hartley Measure

2011
Fuzzy decision tree induction algorithm is an important way with uncertain information. However, the current fuzzy decision tree algorithms do not systematically consider the impact of different fuzzy levels and simply make uncertainty treatment awareness into the selection of extended properties.
Fachao Li, Dandan Jiang
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A New Version of the Fuzzy-ID3 Algorithm

2006
In this paper, a new version of the Fuzzy-ID3 algorithm is presented. The new algorithm allows to construct decision trees with smaller number of nodes. This is because of the modification that many different attributes and their values can be assigned to single leaves of the tree.
Łukasz Bartczuk, Danuta Rutkowska
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