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K

Koen W. De Bock

Audencia Business School

19H指数
70论文数
2.0K被引数
收录论文 22
发表时间
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The Dual Quest for Interpretability and Performance in Credit Scoring via Spline-Rule Ensembles通过样条-规则集成实现信用评分中可解释性与性能的双重追求
errInformation Systems Frontiers
IF8.3
err2026-06-08
err0
PREAI
errSimon De Lange; Matthias Bogaert; Koen W. De Bock; Dirk Van den Poel
err分享
err收藏
A heterogeneous ensemble learning framework for detecting acute viral respiratory infections via multisource data fusion基于多源数据融合的异构集成学习框架用于检测急性病毒性呼吸道感染
errAnnals of Operations Research
IF4.5
err2026-05-29
err0
PREAI
errZhenkun Liu; Koen W. De Bock; Lifang Zhang; Jianzhou Wang; Liang Liang
err分享
err收藏
Ensemble learning for operations research and business analytics运营研究与商业分析中的集成学习
errAnnals of Operations Research
IF4.5
err2025-10-07
err0
PREAI
errKoen W. De Bock; Matthias Bogaert; Philippe du Jardin
err分享
err收藏
Exploring Zero-Shot SLM ensembles as an alternative to LLMs for sentiment analysis探索零样本SLM集成作为情感分析的LLM替代方案
errInformation Fusion
IF15.5
err2025-09-03
err0
PREAI
errDavy Cielen; Koen W. De Bock; Laurent Florès
err分享
err收藏
Explainable profit-driven hotel booking cancellation prediction based on heterogeneous stacking-based ensemble classification
errEUROPEAN JOURNAL OF OPERATIONAL RESEARCH
IF6
err2025-02-01
err3
PREAI
errLiu, Zhenkun; De Bock, Koen W.; Zhang, Lifang
err分享
err收藏
Explainable Analytics for Operational Research
errEUROPEAN JOURNAL OF OPERATIONAL RESEARCH
IF6
err2024-09-01
err0
PREAI
errDe Bock, Koen W.; Coussement, Kristof; De Caigny, Arno
err分享
err收藏
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
errEUROPEAN JOURNAL OF OPERATIONAL RESEARCH
IF6
err2024-09-01
err26
errOAAI
errDe 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
err分享
err收藏
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
errDECISION SUPPORT SYSTEMS
IF6.8
err2024-06-01
err3
PREAI
errDe Caigny, Arno; De Bock, Koen W.; Verboven, Sam
err分享
err收藏
The role of embodiment, experience, and self-image expression in creating continuance intention in the metaverse
errTECHNOLOGICAL FORECASTING AND SOCIAL CHANGE
IF13.3
err2024-06-01
err3
PREAI
errDwivedi, Yogesh K.; Balakrishnan, Janarthanan; Mishra, Anubhav; De Bock, Koen W.; Al-Busaidi, Adil S.
err分享
err收藏
Extreme gradient boosting trees with efficient Bayesian optimization for profit-driven customer churn prediction
errTECHNOLOGICAL FORECASTING AND SOCIAL CHANGE
IF13.3
err2024-01-01
err27
PREAI
errLiu, Zhenkun; Jiang, Ping; Bock, Koen W. De; Wang, Jianzhou; Zhang, Lifang; Niu, Xinsong
err分享
err收藏
Exploiting time-varying RFM measures for customer churn prediction with deep neural networks
errANNALS OF OPERATIONS RESEARCH
IF4.5
err2023-03-21
err14
errOAAI
errMena, Gary; Coussement, Kristof; De Bock, Koen W.; De Caigny, Arno; Lessmann, Stefan
err分享
err收藏
Spline-rule ensemble classifiers with structured sparsity regularization for interpretable customer churn modeling具有结构化稀疏正则化的样条规则集成分类器，用于可解释的客户流失建模
errDECISION SUPPORT SYSTEMS
IF6.8
err2021-11-01
err25
errOAAI
errBock, Koen W. De; De Caigny, Arno
err分享
err收藏
A decision-analytic framework for interpretable recommendation systems with multiple input data sources: a case study for a European e-tailer
errANNALS OF OPERATIONS RESEARCH
IF4.5
err2021-03-12
err5
PREAI
errCoussement, K.; De Bock, K. W.; Geuens, S.
err分享
err收藏
Configurations of business founder resources, strategy, and environment determining new venture performance决定新企业绩效的企业创始人资源、战略和环境的配置
errJOURNAL OF SMALL BUSINESS MANAGEMENT
IF6
err2020-11-20
err16
errOAAI
errDebrulle, Jonas; Steffens, Paul; De Bock, Koen W.; De Winne, Sophie; Maes, Johan
err分享
err收藏
Incorporating textual information in customer churn prediction models based on a convolutional neural network
errINTERNATIONAL JOURNAL OF FORECASTING
IF7.1
err2020-10-01
err78
errOAAI
errDe Caigny, Arno; Coussement, Kristof; De Bock, Koen W.; Lessmann, Stefan
err分享
err收藏
Cost-sensitive business failure prediction when misclassification costs are uncertain: A heterogeneous ensemble selection approach当错误分类成本不确定时，成本敏感的业务失败预测: 一种异构集成选择方法
errEUROPEAN JOURNAL OF OPERATIONAL RESEARCH
IF6
err2020-09-01
err46
errOAAI
errDe Bock, Koen W.; Coussement, Kristof; Lessmann, Stefan
err分享
err收藏
Leveraging fine-grained transaction data for customer life event predictions
errDECISION SUPPORT SYSTEMS
IF6.8
err2020-03-01
err15
errOAAI
errDe Caigny, Arno; Coussement, Kristof; De Bock, Koen W.
err分享
err收藏
A new hybrid classification algorithm for customer churn prediction based on logistic regression and decision trees基于logistic回归和决策树的客户流失预测混合分类算法
errEUROPEAN JOURNAL OF OPERATIONAL RESEARCH
IF6
err2018-09-01
err288
PREAI
errDe Caigny, Arno; Coussement, Kristof; De Bock, Koen W.
err分享
err收藏
A framework for configuring collaborative filtering-based recommendations derived from purchase data
errEUROPEAN JOURNAL OF OPERATIONAL RESEARCH
IF6
err2018-02-01
err47
PREAI
errGeuens, Stijn; Coussement, Kristof; De Bock, Koen W.
err分享
err收藏
The best of two worlds: Balancing model strength and comprehensibility in business failure prediction using spline-rule ensembles
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2017-12-01
err17
errOAAI
errde Bock, Koen W.
err分享
err收藏

研究方向

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合作学者
合作期刊
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Yogesh K. Dwivedi
H 指数: 149 · 论文数: 950
T
Tsan‐Ming Choi
H 指数: 93 · 论文数: 613
R
Roman Słowiński
H 指数: 82 · 论文数: 517
J
Jianzhou Wang
H 指数: 69 · 论文数: 325
B
Bart Baesens
H 指数: 69 · 论文数: 511
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