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  • Search: subject:"Uplift Modeling"
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Year of publication
Subject
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Uplift modeling 11 Theorie 5 Theory 5 Uplift Modeling 5 Causality analysis 3 Kausalanalyse 3 uplift modeling 3 Additional splits 2 Artificial Intelligence 2 Artificial intelligence 2 B-to-B-Marketing 2 Beziehungsmarketing 2 Business Analytics 2 Business-to-business marketing 2 Churn 2 Consumer behaviour 2 Decision trees 2 Heckman sample selection model 2 Konsumentenverhalten 2 Künstliche Intelligenz 2 Lieferantenmanagement 2 Local errors 2 Machine Learning 2 OR in marketing 2 Online shops 2 Personalization 2 Prevention 2 Random forests 2 Relationship marketing 2 Sampling 2 Stichprobenerhebung 2 Supplier relationship management 2 Zero-inflated negative binomial regression 2 AI ethics 1 Accounting 1 Analyst 1 Analytics 1 Anlageberatung 1 B2B 1 Bank direct marketing 1
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Online availability
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Free 12 Undetermined 7
Type of publication
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Article 16 Book / Working Paper 3
Type of publication (narrower categories)
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Article in journal 12 Aufsatz in Zeitschrift 12 Article 4 Working Paper 3
Language
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English 19
Author
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Lessmann, Stefan 7 Stöcker, Björn 4 Gubela, Robin M. 3 Baier, Daniel 2 Bokelmann, Björn 2 Haupt, Johannes 2 Lo, Victor S. 2 Oechsle, Frank 2 Bequé, Artem 1 Burnaz, Sebnem 1 Caigny, Arno de 1 Coussement, Kristof 1 Gebert, Fabian 1 Gennaro, Franco 1 Gubela, Robin 1 Hu, Jinping 1 Hua, Shaowen 1 Idbenjra, Khaoula 1 Jacob, Daniel 1 Kaya, Tolga 1 Li, Zhuang 1 Maldonado, Sebastián 1 Pachamanova, Dessislava A. 1 Phan, Minh 1 Rößler, Jannik 1 Sanisoglu, Meltem 1 Schoder, Detlef 1 Thielbar, Melinda 1 Vairetti, Carla 1 Verbeke, Wouter 1 Xu, Yourong 1
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Published in...
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Journal of marketing analytics : JMA 5 European journal of operational research : EJOR 3 IRTG 1792 Discussion Paper 3 Information Systems Frontiers 2 Industrial marketing management : the international journal for industrial and high-tech firms 1 International journal of finance & banking studies : JJFBS 1 Journal of Business Economics 1 Journal of Marketing Analytics 1 Journal of business economics : JBE 1 Journal of interactive marketing 1
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Source
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ECONIS (ZBW) 12 EconStor 7
Showing 1 - 10 of 19
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Heteroscedasticity-aware stratified sampling to improve uplift modeling
Bokelmann, Björn; Lessmann, Stefan - In: European journal of operational research : EJOR 325 (2025) 1, pp. 118-131
Persistent link: https://www.econbiz.de/10015433226
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Fairness testing for uplift models
Lo, Victor S.; Xu, Yourong; Li, Zhuang; Thielbar, Melinda - In: Journal of marketing analytics : JMA 13 (2025) 3, pp. 798-823
Persistent link: https://www.econbiz.de/10015508700
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Increasing the robustness of uplift modeling using additional splits and diversified leaf select
Oechsle, Frank - In: Journal of marketing analytics : JMA 11 (2023) 4, pp. 738-746
Persistent link: https://www.econbiz.de/10014537399
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Bridging the gap : a systematic benchmarking of uplift modeling and heterogeneous treatment effects methods
Rößler, Jannik; Schoder, Detlef - In: Journal of interactive marketing 57 (2022) 4, pp. 629-650
Persistent link: https://www.econbiz.de/10015425402
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Increasing the robustness of uplift modeling using additional splits and diversified leaf select
Oechsle, Frank - In: Journal of Marketing Analytics 11 (2022) 4, pp. 738-746
prevent customer churn which unchanged is not covered. The research analyses how preventive uplift modeling approaches based …
Persistent link: https://www.econbiz.de/10015185015
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Profit uplift modeling for direct marketing campaigns : approaches and applications for online shops
Baier, Daniel; Stöcker, Björn - In: Journal of business economics : JBE 92 (2022) 4, pp. 645-673
Persistent link: https://www.econbiz.de/10013438854
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Multiple Treatment Modeling for Target Marketing Campaigns: A Large-Scale Benchmark Study
Gubela, Robin M.; Lessmann, Stefan; Stöcker, Björn - In: Information Systems Frontiers 26 (2022) 3, pp. 875-898
Machine learning and artificial intelligence (ML/AI) promise higher degrees of personalization and enhanced efficiency in marketing communication. The paper focuses on causal ML/AI models for campaign targeting. Such models estimate the change in customer behavior due to a marketing action known...
Persistent link: https://www.econbiz.de/10015327706
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Propensity score oversampling and matching for uplift modeling
Vairetti, Carla; Gennaro, Franco; Maldonado, Sebastián - In: European journal of operational research : EJOR 316 (2024) 3, pp. 1058-1069
Persistent link: https://www.econbiz.de/10014577753
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Multiple Treatment Modeling for Target Marketing Campaigns: A Large-Scale Benchmark Study
Gubela, Robin M.; Lessmann, Stefan; Stöcker, Björn - In: Information Systems Frontiers 26 (2022) 3, pp. 875-898
Machine learning and artificial intelligence (ML/AI) promise higher degrees of personalization and enhanced efficiency in marketing communication. The paper focuses on causal ML/AI models for campaign targeting. Such models estimate the change in customer behavior due to a marketing action known...
Persistent link: https://www.econbiz.de/10015408349
Saved in:
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Improving uplift model evaluation on randomized controlled trial data
Bokelmann, Björn; Lessmann, Stefan - In: European journal of operational research : EJOR 313 (2024) 2, pp. 691-707
Persistent link: https://www.econbiz.de/10014456627
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