Prediction of Customer Behavior Changing via a Hybrid Approach

This study proposes a hybrid approach to predict customer churn by combining statistic approaches and machine learning models. Unlike traditional methods, where churn is defined by a fixed period of time, the proposed algorithm uses the probability of customer alive derived from the statistical mode...

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Bibliographic Details
Main Authors: Nien-Ting Lee, Hau-Chen Lee, Joseph Hsin, Shih-Hau Fang
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Open Journal of the Computer Society
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10334013/