A data sampling and attribute selection strategy for improving decision tree construction

Author:

Karabadji Nour El IslemORCID,Khelf Ilyes,Seridi Hassina,Aridhi Sabeur,Remond DidierORCID,Dhifli WajdiORCID

Publisher

Elsevier BV

Subject

Artificial Intelligence,Computer Science Applications,General Engineering

Reference35 articles.

1. Optimizing the number of trees in a decision forest to discover a subforest with high ensemble accuracy using a genetic algorithm;Adnan;Knowledge-Based Systems,2016

2. Precision of the IAS monitoring system based on the elapsed time method in the spectral domain;André;Mechanical Systems and Signal Processing,2014

3. A new feature for monitoring the condition of gearboxes in non-stationary operating conditions;Bartelmus;Mechanical Systems and Signal Processing,2009

4. Ant colony decision trees: A new method for constructing decision trees based on ant colony optimization;Boryczka,2010

5. Classification and regression trees;Breiman,1984

Cited by 13 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Analysis of the prediction performance of decision tree-based algorithms;2023 International Conference on Decision Aid Sciences and Applications (DASA);2023-09-16

2. Accuracy and diversity-aware multi-objective approach for random forest construction;Expert Systems with Applications;2023-09

3. ZTEI: Zero-Trust and Edge Intelligence Empowered Continuous Authentication for Satellite Networks;GLOBECOM 2022 - 2022 IEEE Global Communications Conference;2022-12-04

4. Proposal of a method to classify female smokers based on data mining techniques;Computers & Industrial Engineering;2022-08

5. On Training Data Selection in Condition Monitoring Applications—Case Azimuth Thrusters;Applied Sciences;2022-04-15

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3