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D

David Martens

Department of Engineering Management

31H指数
153论文数
4.3K被引数
收录论文 41
发表时间
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Beware of “Explanations” of AI警惕AI的“解释”
errBusiness & Information Systems Engineering
IF10.4
err2026-08-25
err0
errOAAI
errDavid Martens; Galit Shmueli; Theodoros Evgeniou; Kevin Bauer; Christian Janiesch; Stefan Feuerriegel; Sebastian Gabel; Sofie Goethals; Travis Greene; Nadja Klein; Mathias Kraus; Niklas Kühl; Claudia Perlich; Wouter Verbeke; Alona Zharova; Patrick Zschech; Foster Provost
err分享
err收藏
On the definition and detection of cherry-picking in counterfactual explanations关于反事实解释中“选择性呈现”的定义与检测
errData Mining and Knowledge Discovery
IF4.3
err2026-07-01
err0
PREAI
errJames Hinns; Sofie Goethals; Stephan Van der Veeken; Theodoros Evgeniou; David Martens
err分享
err收藏
GraphXAIN: Narratives to Explain Graph Neural NetworksGraphXAIN：解释图神经网络的故事
errEXPLAINABLE ARTIFICIAL INTELLIGENCE, XAI 2025, PT III
IF0
err2026-01-01
err0
errOAAI
errCedro, Mateusz; Martens, David
err分享
err收藏
Monetization could corrupt algorithmic explanations变现可能会腐蚀算法解释
errAI & SOCIETY
IF4.7
err2025-05-09
err0
errOAAI
errGreene, T; Goethals, S; Martens, D; Shmueli, G
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
A model-agnostic and data-independent tabu search algorithm to generate counterfactuals for tabular, image, and text data一种与模型无关且与数据无关的禁忌搜索算法，用于为表格，图像和文本数据生成反事实
errEUROPEAN JOURNAL OF OPERATIONAL RESEARCH
IF6
err2024-09-01
err3
PREAI
errde Oliveira, Raphael Mazzine Barbosa; Sorensen, Kenneth; Martens, David
err分享
err收藏
The Privacy Issue of Counterfactual Explanations: Explanation Linkage Attacks反事实解释的隐私问题: 解释链接攻击
errACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY
IF6.6
err2023-08-11
err4
errOAAI
errGoethals, Sofie; Sorensen, Kenneth; Martens, David
err分享
err收藏
How sustainable is commondata science in terms of power consumption?
errSUSTAINABLE COMPUTING-INFORMATICS & SYSTEMS
IF5.7
err2023-04-01
err4
errOAAI
errMeulemeester, Bjorge; Martens, David
err分享
err收藏
PreCoF: counterfactual explanations for fairnessPreCoF: 对公平的反事实解释
errMACHINE LEARNING
IF2.9
err2023-03-28
err7
errOAAI
errGoethals, Sofie; Martens, David; Calders, Toon
err分享
err收藏
Barriers to academic data science research in the new realm of algorithmic behaviour modification by digital platforms
errNATURE MACHINE INTELLIGENCE
IF23.9
err2022-04-18
err9
PREAI
errGreene, Travis; Martens, David; Shmueli, Galit
err分享
err收藏
The non-linear nature of the cost of comprehensibility
errJOURNAL OF BIG DATA
IF6.4
err2022-03-07
err7
errOAAI
errGoethals, Sofie; Martens, David; Evgeniou, Theodoros
err分享
err收藏
Explainable image classification with evidence counterfactual具有证据反事实的可解释图像分类
errPATTERN ANALYSIS AND APPLICATIONS
IF2
err2022-01-14
err48
errOAAI
errVermeire, Tom; Brughmans, Dieter; Goethals, Sofie; de Oliveira, Raphael Mazzine Barbossa; Martens, David
err分享
err收藏
Predictive modeling to study lifestyle politics with Facebook likes通过Facebook喜欢研究生活方式政治的预测模型
errEPJ DATA SCIENCE
IF2.5
err2021-10-02
err6
errOAAI
errPraet, Stiene; Van Aelst, Peter; van Erkel, Patrick; Van der Veeken, Stephan; Martens, David
err分享
err收藏
Node classification over bipartite graphs through projection
errMACHINE LEARNING
IF2.9
err2020-07-28
err2
errOAAI
errStankova, Marija; Praet, Stiene; Martens, David; Provost, Foster
err分享
err收藏
Value-added tax fraud detection with scalable anomaly detection techniques基于可扩展异常检测技术的增值税欺诈检测
errAPPLIED SOFT COMPUTING
IF6.6
err2020-01-01
err39
PREAI
errVanhoeyveld, Jellis; Martens, David; Peeters, Bruno
err分享
err收藏
Customs fraud detection Assessing the value of behavioural and high-cardinality data under the imbalanced learning issue
errPATTERN ANALYSIS AND APPLICATIONS
IF2
err2019-10-30
err18
PREAI
errVanhoeyveld, Jellis; Martens, David; Peeters, Bruno
err分享
err收藏
A benchmarking study of classification techniques for behavioral data
errINTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS
IF2.8
err2019-04-20
err9
errOAAI
errDe Cnudde, Sofie; Martens, David; Evgeniou, Theodoros; Provost, Foster
err分享
err收藏
Belgian economic policy uncertainty index: Improvement through text mining
errINTERNATIONAL JOURNAL OF FORECASTING
IF7.1
err2018-04-01
err41
errOAAI
errTobback, Ellen; Naudts, Hans; Daelemans, Walter; de Fortuny, Enric Junque; Martens, David
err分享
err收藏
Wallenius BayesWallenius贝叶斯
errMACHINE LEARNING
IF2.9
err2018-02-22
err7
errOAAI
errde Fortuny, Enric Junque; Martens, David; Provost, Foster
err分享
err收藏
RULEM: A novel heuristic rule learning approach for ordinal classification with monotonicity constraints
errAPPLIED SOFT COMPUTING
IF6.6
err2017-11-01
err15
errOAAI
errVerbeke, Wouter; Martens, David; Baesens, Bart
err分享
err收藏

研究方向

暂无研究方向
合作学者
合作期刊
T
Tsan‐Ming Choi
H 指数: 93 · 论文数: 613
R
Roman Słowiński
H 指数: 82 · 论文数: 517
A
Alan T. Murray
H 指数: 70 · 论文数: 440
B
Bart Baesens
H 指数: 69 · 论文数: 511
D
Dursun Delen
H 指数: 64 · 论文数: 307
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