Reconciling performance and interpretability in customer churn prediction using ensemble learning based on generalized additive models-Reference-Cited by-同舟云学术

登录注册会员服务联系我们

Reconciling performance and interpretability in customer churn prediction using ensemble learning based on generalized additive models

Published:2012-06 Issue:8 Volume:39 Page:6816-6826
ISSN:0957-4174
Container-title:Expert Systems with Applications
language:en
Short-container-title:Expert Systems with Applications

Author:

De Bock Koen W.,Van den Poel Dirk

Publisher

Elsevier BV

Subject

Artificial Intelligence,Computer Science Applications,General Engineering

Reference60 articles.

1. Alfaro, E., Gámez, M., & García, N. (2006). adabag: Applies Adaboost.M1 and Bagging. R Package version 1.1.

2. Bankruptcy prediction by generalized additive models;Berg;Applied Stochastic Models in Business and Industry,2007

3. Database marketing: Analyzing and managing customers;Blattberg,2008

4. Bagging predictors;Breiman;Machine Learning,1996

5. Random forests;Breiman;Machine Learning,2001

Cited by 52 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. Profit-driven weighted classifier with interpretable ability for customer churn prediction;Omega;2024-06

2. Customer Churn Prediction for Telecommunication Companies using Machine Learning and Ensemble Methods;Engineering, Technology & Applied Science Research;2024-06-01

3. A Review on Classification Algorithm for Customer Churn Classification;International Journal of Recent Technology and Engineering (IJRTE);2024-05-30

4. Interpretable and Accurate Identification of Job Seekers at Risk of Long-Term Unemployment: Explainable ML-Based Profiling;SN Computer Science;2024-05-10

5. Cost-sensitive probabilistic predictions for support vector machines;European Journal of Operational Research;2024-04

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