A Comparative Study Of Pruned Decision Trees And Fuzzy Decision Trees


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A Comparative Study of Pruned Decision Trees and Fuzzy Decision Trees


A Comparative Study of Pruned Decision Trees and Fuzzy Decision Trees

Author: Houda Benbrahim

language: en

Publisher:

Release Date: 2003


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We propose in this thesis a comparative study of pruned decision trees and fuzzy decision trees. The fous is two-fold. First, for crisp decision tree experiments we use C4.5 and apply and compare five post-pruning methods to perform pruning in C4.5. Second, FID3.0 is used to build fuzzy decision trees.

Advances in Digital Technologies


Advances in Digital Technologies

Author: J. Mizera-Pietraszko

language: en

Publisher: IOS Press

Release Date: 2015-05-20


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Easy access to digital information in every form is something which has become indispensable given our ever-increasing reliance on digital technology. But such access would not be possible without the reliable and effective infrastructure which has led to the large-scale development of web technologies. This book presents the 27 papers delivered at the 6th International Conference on Applications of Digital Information and Web Technologies (ICADIWT), held in February 2015, at the University of Macau, Macau. The book is divided into seven sections: Internet communication, human-computer interaction, adaptive web applications, data communication, cloud computing, systems engineering, and data mining. Since each paper is a survey contributed by different experts from very many countries, this book can be seen as a collection of the current research trends in the field and hence it will be of interest to all those whose work involves digital information and web technology.

Artificial Intelligence and Soft Computing


Artificial Intelligence and Soft Computing

Author: Leszek Rutkowski

language: en

Publisher: Springer

Release Date: 2014-05-22


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The two-volume set LNAI 8467 and LNAI 8468 constitutes the refereed proceedings of the 13th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2014, held in Zakopane, Poland in June 2014. The 139 revised full papers presented in the volumes, were carefully reviewed and selected from 331 submissions. The 69 papers included in the first volume are focused on the following topical sections: Neural Networks and Their Applications, Fuzzy Systems and Their Applications, Evolutionary Algorithms and Their Applications, Classification and Estimation, Computer Vision, Image and Speech Analysis and Special Session 3: Intelligent Methods in Databases. The 71 papers in the second volume are organized in the following subjects: Data Mining, Bioinformatics, Biometrics and Medical Applications, Agent Systems, Robotics and Control, Artificial Intelligence in Modeling and Simulation, Various Problems of Artificial Intelligence, Special Session 2: Machine Learning for Visual Information Analysis and Security, Special Session 1: Applications and Properties of Fuzzy Reasoning and Calculus and Clustering.