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Arno De Caigny

Université de Lille
H-index:14
Citation Count:1,276
Views:0

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Integrating e-commerce and social media metrics in prescriptive multichannel retail store efficiency analysis: A case study in do-it-yourself retailing

将电子商务和社交媒体指标整合到规范性多渠道零售店效率分析中：以DIY零售业为例

INFORMATION & MANAGEMENT
IF8.2
2026-09-010
PRE
De Bock, Koen W.; Coussement, Kristof; De Caigny, Arno; Ciobanu, Cristina
Diversity and Inclusion in Social Media Communication: An Empirical Study of Engagement in the Football Context

社交媒体传播中的多元与包容：足球情境下的参与度实证研究

Journal of Business Ethics
IF6.7
2026-07-100
OAAI
Matthijs Meire; Willem Standaert; Arno De Caigny; Kristof Coussement; Mihaly Szerovay
A decision support framework for estimating the impact of covariate shift in machine learning systems

机器学习系统中估计协变量偏移影响的一个决策支持框架

Decision Support Systems
IF6.8
2026-02-080
PRE
Matthijs Meire; Steven Hoornaert; Arno De Caigny; Kristof Coussement
Life event-based marketing using AI

基于生活事件的AI营销

JOURNAL OF BUSINESS RESEARCH
IF9.8
2025-04-010
PRE
De Caigny, Arno; Coussement, Kristof; Hoornaert, Steven
Investigating the impact of undersampling and bagging: an empirical investigation for customer attrition modeling
ANNALS OF OPERATIONS RESEARCH
IF4.5
2025-02-110
PRE
De Caigny, Arno; Coussement, Kristof; Meire, Matthijs; Hoornaert, Steven
Improving B2B customer churn through action rule mining

通过动作规则挖掘改善B2B客户流失

INDUSTRIAL MARKETING MANAGEMENT
IF7.5
2025-02-011
PRE
Guliyev, Emil; Ramirez, Juliana Sanchez; De Caigny, Arno; Coussement, Kristof
From collaborative filtering to deep learning: Advancing recommender systems with longitudinal data in the financial services industry
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH
IF6
2025-01-010
PRE
Diaz, Stephanie Beyer; Coussement, Kristof; De Caigny, Arno
Improved decision-making through life event prediction: A case study in the financial services industry
DECISION SUPPORT SYSTEMS
IF6.8
2024-12-010
PRE
Diaz, Stephanie Beyer; Coussement, Kristof; De Caigny, Arno
Explainable Analytics for Operational Research
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH
IF6
2024-09-010
PRE
De Bock, Koen W.; Coussement, Kristof; De Caigny, Arno
Explainable AI for Operational Research: A defining framework, methods, applications, and a research agenda

用于运筹学的可解释AI: 定义框架，方法，应用和研究议程

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH
IF6
2024-09-0126
OAAI
De Bock, Koen W.; Coussement, Kristof; De Caigny, Arno; Slowinski, Roman; Baesens, Bart; Boute, Robert N.; Choi, Tsan-Ming; Delen, Dursun; Kraus, Mathias; Lessmann, Stefan; Maldonado, Sebastian; Martens, David; Oskarsdottir, Maria; Vairetti, Carla; Verbeke, Wouter; Weber, Richard
Incorporating usage data for B2B churn prediction modeling

结合使用数据进行B2B流失预测建模

INDUSTRIAL MARKETING MANAGEMENT
IF7.5
2024-07-010
PRE
Ramirez, Juliana Sanchez; Coussement, Kristof; De Caigny, Arno; Benoit, Dries F.; Guliyev, Emil
Industry-sensitive language modeling for business

面向业务的行业敏感语言建模

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH
IF6
2024-06-012
OAAI
Borchert, Philipp; Coussement, Kristof; De Weerdt, Jochen; De Caigny, Arno
Hybrid black-box classification for customer churn prediction with segmented interpretability analysis

基于分段可解释性分析的混合黑盒分类客户流失预测

DECISION SUPPORT SYSTEMS
IF6.8
2024-06-013
PRE
De Caigny, Arno; De Bock, Koen W.; Verboven, Sam
Investigating the beneficial impact of segmentation-based modelling for credit scoring
DECISION SUPPORT SYSTEMS
IF6.8
2024-04-015
PRE
Idbenjra, Khaoula; Coussement, Kristof; De Caigny, Arno
Do the US president's tweets better predict oil prices? An empirical examination using long short-term memory networks
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH
IF7.3
2023-06-013
PRE
Beyer Diaz, Stephanie; Coussement, Kristof; De Caigny, Arno; Perez, Luis Fernando; Creemers, Stefan
A decision support framework to incorporate textual data for early student dropout prediction in higher education
DECISION SUPPORT SYSTEMS
IF6.8
2023-05-0112
OAAI
Phan, Minh; De Caigny, Arno; Coussement, Kristof
Extending business failure prediction models with textual website content using deep learning

使用深度学习扩展文本网站内容的业务失败预测模型

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH
IF6
2023-04-0132
OAAI
Borchert, Philipp; Coussement, Kristof; De Caigny, Arno; De Weerdt, Jochen
Exploiting time-varying RFM measures for customer churn prediction with deep neural networks
ANNALS OF OPERATIONS RESEARCH
IF4.5
2023-03-2114
OA
Mena, Gary; Coussement, Kristof; De Bock, Koen W.; De Caigny, Arno; Lessmann, Stefan
Does it pay off to communicate like your online community? Evaluating the effect of content and linguistic style similarity on B2B brand engagement
INDUSTRIAL MARKETING MANAGEMENT
IF7.5
2022-10-019
OA
Meire, Matthijs; Coussement, Kristof; De Caigny, Arno; Hoornaert, Steven
Uplift modeling and its implications for B2B customer churn prediction: A segmentation-based modeling approach
INDUSTRIAL MARKETING MANAGEMENT
IF7.5
2021-11-0128
OA
De Caigny, Arno; Coussement, Kristof; Verbeke, Wouter; Idbenjra, Khaoula; Phan, Minh

Research Directions

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K
Kristof Coussement
H-index:35Papers:128Citations:4,305
K
Koen W. De Bock
H-index:19Papers:72Citations:1,981
M
Matthijs Meire
H-index:7Papers:17Citations:463
S
Steven Hoornaert
H-index:4Papers:19Citations:209
S
Stefan Lessmann
H-index:34Papers:241Citations:6,632
S
Stephanie Beyer Díaz
H-index:2Papers:4Citations:18
V
Vu Minh Hieu Phan
H-index:13Papers:62Citations:713
W
Wouter Verbeke
H-index:30Papers:184Citations:3,749
D
Dries F. Benoit
H-index:23Papers:66Citations:1,694
J
Jochen De Weerdt
H-index:31Papers:177Citations:3,434