Customer purchase prediction from the perspective of imbalanced data: A machine learning framework based on factorization machine

Author:

Chen Shui-xia,Wang Xiao-kang,Zhang Hong-yu,Wang Jian-qiang

Funder

National Natural Science Foundation of China

Publisher

Elsevier BV

Subject

Artificial Intelligence,Computer Science Applications,General Engineering

Reference44 articles.

1. Ensemble learning by means of a multi-objective optimization design approach for dealing with imbalanced data sets;Alves Ribeiro;Expert Systems with Applications,2020

2. Predicting the consumer's purchase intention of durable goods: An attribute-level analysis;Bag;Journal of Business Research,2019

3. Personality and demographic characteristics influence on consumers' social commerce preference;Changchit;Journal of Computer Information Systems,2020

4. Special issue on learning from imbalanced data sets;Chawla;ACM Sigkdd Explorations Newsletter,2004

5. A hybrid PSO-SVM model based on clustering algorithm for short-term atmospheric pollutant concentration forecasting;Chen;Technological Forecasting and Social Change,2019

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