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Publication search results
found 128 matches
- 2025
- Anam Zahid
, Faisal Kamiran
, Samar Abbas, Bilal Qureshi, Asim Karim
:
Data-Driven Uplift Modeling. IEEE Access 13: 62462-62475 (2025) - Yertai Tanai
, Kamil Ciftci:
How to customize an early start preparatory course policy to improve student graduation success: an application of uplift modeling. Ann. Oper. Res. 347(2): 913-936 (2025) - Björn Bokelmann, Stefan Lessmann
:
Heteroscedasticity-aware stratified sampling to improve uplift modeling. Eur. J. Oper. Res. 325(1): 118-131 (2025) - Zexu Sun
, Qiyu Han
, Minqin Zhu
, Hao Gong
, Dugang Liu
, Chen Ma
:
Robust Uplift Modeling with Large-Scale Contexts for Real-time Marketing. KDD (1) 2025: 1325-1336 - Zexu Sun, Qiyu Han, Minqin Zhu, Hao Gong, Dugang Liu, Chen Ma:
Robust Uplift Modeling with Large-Scale Contexts for Real-time Marketing. CoRR abs/2502.15697 (2025) - Hangtao Zhang, Zhe Li, Kairui Zhang:
TSCAN: Context-Aware Uplift Modeling via Two-Stage Training for Online Merchant Business Diagnosis. CoRR abs/2504.18881 (2025) - 2024
- Carla Vairetti
, María José Marfán, Sebastián Maldonado
:
Dealing With Class Imbalance in Uplift Modeling-Efficient Data Preprocessing via Oversampling and Matching. IEEE Access 12: 188993-189008 (2024) - Jinping Hu
, Evert de Haan, Bernd Skiera:
Uplift modeling with quasi-loss-functions. Data Min. Knowl. Discov. 38(4): 2495-2519 (2024) - Dujuan Wang, Qihang Xu, Yi Feng, Joshua Ignatius, Yunqiang Yin, Di Xiao:
Uplift modeling and its implications for appointment date prediction in attended home delivery. Decis. Support Syst. 185: 114303 (2024) - Baoqiang Zhan
, Chao Li, Yongli Li, Chong Wu:
Weighted doubly robust learning: An uplift modeling technique for estimating mixed treatments' effect. Decis. Support Syst. 176: 114060 (2024) - Carla Vairetti
, Franco Gennaro
, Sebastián Maldonado:
Propensity score oversampling and matching for uplift modeling. Eur. J. Oper. Res. 316(3): 1058-1069 (2024) - Théo Verhelst
, Denis Mercier, Jeevan Shrestha, Gianluca Bontempi
:
Partial counterfactual identification and uplift modeling: theoretical results and real-world assessment. Mach. Learn. 113(3): 1043-1067 (2024) - Carla Vairetti
, Raimundo Vargas, Catalina Sánchez, Andrés García
, Guillermo Armelini, Sebastián Maldonado:
Improving incentive policies to salespeople cross-sells: a cost-sensitive uplift modeling approach. Neural Comput. Appl. 36(28): 17541-17558 (2024) - Zexu Sun, Dugang Liu, Xing Tang, Yunpeng Weng, Xiuqiang He:
Towards Effective and Efficient Multi-valued Treatment Uplift Modeling in Online Marketing. DASFAA (7) 2024: 121-138 - Zexu Sun, Xu Chen:
M3TN: Multi-Gate Mixture-of-Experts Based Multi-Valued Treatment Network for Uplift Modeling. ICASSP 2024: 5065-5069 - Kun Li
, Liangshu Zhu
:
A New Transformation Approach for Uplift Modeling with Binary Outcome. ICMAI 2024: 73-77 - Bowei He
, Yunpeng Weng
, Xing Tang
, Ziqiang Cui
, Zexu Sun
, Liang Chen
, Xiuqiang He
, Chen Ma
:
Rankability-enhanced Revenue Uplift Modeling Framework for Online Marketing. KDD 2024: 5093-5104 - Xin Zhang
, Kai Wang
, Zengmao Wang
, Bo Du
, Shiwei Zhao
, Runze Wu
, Xudong Shen
, Tangjie Lv
, Changjie Fan
:
Temporal Uplift Modeling for Online Marketing. KDD 2024: 6247-6256 - Baoqiang Zhan, Eric W. T. Ngai, Chong Wu:
Assigning the Optimal Treatment for Your Customers: A Counterfactual-based Uplift Modeling Approach. PACIS 2024 - George Panagopoulos
, Daniele Malitesta, Fragkiskos D. Malliaros, Jun Pang:
Uplift Modeling Under Limited Supervision. ECML/PKDD (6) 2024: 127-144 - Junjie Gao, Xiangyu Zheng, Dongdong Wang, Zhixiang Huang, Bangqi Zheng:
UTBoost: Gradient Boosted Decision Trees for Uplift Modeling. PRICAI (1) 2024: 41-53 - Zexu Sun
, Hao Yang
, Dugang Liu
, Yunpeng Weng
, Xing Tang
, Xiuqiang He
:
End-to-End Cost-Effective Incentive Recommendation under Budget Constraint with Uplift Modeling. RecSys 2024: 560-569 - Yinqiu Huang
, Shuli Wang
, Min Gao
, Xue Wei
, Changhao Li
, Chuan Luo
, Yinhua Zhu
, Xiong Xiao
, Yi Luo
:
Entire Chain Uplift Modeling with Context-Enhanced Learning for Intelligent Marketing. WWW (Companion Volume) 2024: 226-234 - Wenjie Wang
, Changsheng Wang
, Fuli Feng
, Wentao Shi
, Daizong Ding
, Tat-Seng Chua
:
Uplift Modeling for Target User Attacks on Recommender Systems. WWW 2024: 3343-3354 - Zexu Sun, Xu Chen:
M3TN: Multi-gate Mixture-of-Experts based Multi-valued Treatment Network for Uplift Modeling. CoRR abs/2401.14426 (2024) - Yinqiu Huang, Shuli Wang, Min Gao, Xue Wei, Changhao Li, Chuan Luo, Yinhua Zhu, Xiong Xiao, Yi Luo:
Entire Chain Uplift Modeling with Context-Enhanced Learning for Intelligent Marketing. CoRR abs/2402.03379 (2024) - Wenjie Wang, Changsheng Wang, Fuli Feng, Wentao Shi, Daizong Ding, Tat-Seng Chua:
Uplift Modeling for Target User Attacks on Recommender Systems. CoRR abs/2403.02692 (2024) - Dingyuan Zhu, Daixin Wang, Zhiqiang Zhang, Kun Kuang, Yan Zhang, Yulin Kang, Jun Zhou:
Graph Neural Network with Two Uplift Estimators for Label-Scarcity Individual Uplift Modeling. CoRR abs/2403.06489 (2024) - Serdar Kadioglu, Filip Michalský:
Fairness Evaluation for Uplift Modeling in the Absence of Ground Truth. CoRR abs/2403.12069 (2024) - Bowei He, Yunpeng Weng, Xing Tang, Ziqiang Cui, Zexu Sun, Liang Chen, Xiuqiang He, Chen Ma:
Rankability-enhanced Revenue Uplift Modeling Framework for Online Marketing. CoRR abs/2405.15301 (2024)
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