To Treat, or Not to Treat: Reducing Volatility in Uplift Modeling Through Weighted Ensembles

Proceedings of the 54th Hawaii International Conference on System Sciences ◽

10.24251/hicss.2021.193 ◽

2021 ◽

Author(s):

Jannik Rößler ◽

Roman Tilly ◽

Detlef Schoder

Keyword(s):

Uplift Modeling

Download Full-text

Free Lunch! Retrospective Uplift Modeling for Dynamic Promotions Recommendation within ROI Constraints

Fourteenth ACM Conference on Recommender Systems ◽

10.1145/3383313.3412215 ◽

2020 ◽

Author(s):

Dmitri Goldenberg ◽

Javier Albert ◽

Lucas Bernardi ◽

Pablo Estevez

Keyword(s):

Uplift Modeling

Download Full-text

Uplift Modeling

Profit-Driven Business Analytics ◽

10.1002/9781119443179.ch4 ◽

2017 ◽

pp. 154-219 ◽

Keyword(s):

Uplift Modeling

Download Full-text

Uplift-Modeling: Ein Verfahren zur Response-Optimierung durch Modellierung der Netto-Response

Dialogmarketing Perspektiven 2014/2015 ◽

10.1007/978-3-658-08876-7_7 ◽

2015 ◽

pp. 151-163 ◽

Author(s):

Martin Schmidberger ◽

Carlo Wix

Keyword(s):

Uplift Modeling

Download Full-text

Uplift modeling and its implications for B2B customer churn prediction: A segmentation-based modeling approach

Industrial Marketing Management ◽

10.1016/j.indmarman.2021.10.001 ◽

2021 ◽

Vol 99 ◽

pp. 28-39

Author(s):

Arno De Caigny ◽

Kristof Coussement ◽

Wouter Verbeke ◽

Khaoula Idbenjra ◽

Minh Phan

Keyword(s):

Churn Prediction ◽

Uplift Modeling ◽

Customer Churn ◽

Modeling Approach ◽

Customer Churn Prediction

Download Full-text

A survey and benchmarking study of multitreatment uplift modeling

Data Mining and Knowledge Discovery ◽

10.1007/s10618-019-00670-y ◽

2020 ◽

Vol 34 (2) ◽

pp. 273-308 ◽

Author(s):

Diego Olaya ◽

Kristof Coussement ◽

Wouter Verbeke

Keyword(s):

Uplift Modeling

Download Full-text

Uplift Modeling for Multiple Treatments with Cost Optimization

2019 IEEE International Conference on Data Science and Advanced Analytics (DSAA) ◽

10.1109/dsaa.2019.00057 ◽

2019 ◽

Author(s):

Zhenyu Zhao ◽

Totte Harinen

Keyword(s):

Cost Optimization ◽

Uplift Modeling ◽

Multiple Treatments

Download Full-text

A Practically Competitive and Provably Consistent Algorithm for Uplift Modeling

2017 IEEE International Conference on Data Mining (ICDM) ◽

10.1109/icdm.2017.157 ◽

2017 ◽

Author(s):

Yan Zhao ◽

Xiao Fang ◽

David Simchi-Levi

Keyword(s):

Uplift Modeling

Download Full-text

Uplift Modeling for Fracture Mechanics Analysis of Concrete Dams

Journal of Structural Engineering ◽

10.1061/(asce)0733-9445(1994)120:10(3025) ◽

1994 ◽

Vol 120 (10) ◽

pp. 3025-3044 ◽

Author(s):

Raymond R. Dewey ◽

Ronald W. Reich ◽

Victor E. Saouma

Keyword(s):

Fracture Mechanics ◽

Concrete Dams ◽

Uplift Modeling ◽

Mechanics Analysis

Download Full-text

Random Forests for Uplift Modeling: An Insurance Customer Retention Case

Lecture Notes in Business Information Processing - Modeling and Simulation in Engineering, Economics and Management ◽

10.1007/978-3-642-30433-0_13 ◽

2012 ◽

pp. 123-133 ◽

Author(s):

Leo Guelman ◽

Montserrat Guillén ◽

Ana M. Pérez-Marín

Keyword(s):

Random Forests ◽

Customer Retention ◽

Uplift Modeling

Download Full-text

A Literature Survey and Experimental Evaluation of the State-of-the-Art in Uplift Modeling: A Stepping Stone Toward the Development of Prescriptive Analytics

Big Data ◽

10.1089/big.2017.0104 ◽

2018 ◽

Vol 6 (1) ◽

pp. 13-41 ◽

Author(s):

Floris Devriendt ◽

Darie Moldovan ◽

Wouter Verbeke

Keyword(s):

Experimental Evaluation ◽

State Of The Art ◽

Literature Survey ◽

The State ◽

Uplift Modeling ◽

Stepping Stone ◽

Prescriptive Analytics

Download Full-text