Probabilistic scoring lists for interpretable machine learning

Jonas Hanselle; Stefan Heid; Johannes Fürnkranz; Eyke Hüllermeier

doi:10.1007/S10994-024-06705-W

Probabilistic scoring lists for interpretable machine learning

Jonas Hanselle^*
, Stefan Heid^*
, Johannes Fürnkranz^*
, Eyke Hüllermeier^*

^*Corresponding author for this work

Institute for Application-oriented Knowledge Processing

Research output: Contribution to journal › Article › peer-review

Original language	English
Article number	55
Number of pages	31
Journal	Machine Learning
Volume	114
Issue number	3
DOIs	https://doi.org/10.1007/S10994-024-06705-W
Publication status	Published - Mar 2025

Fields of science

102001 Artificial intelligence
102006 Computer supported cooperative work (CSCW)
102035 Data science
102033 Data mining
102019 Machine learning
102015 Information systems

JKU Focus areas

Digital Transformation

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10.1007/S10994-024-06705-W

https://dblp.org/db/journals/ml/ml114.html#HanselleHFH25

Cite this

@article{d134d58e40f84ee6a25e9cea959a3ddd,

title = "Probabilistic scoring lists for interpretable machine learning",

author = "Jonas Hanselle and Stefan Heid and Johannes F{\"u}rnkranz and Eyke H{\"u}llermeier",

year = "2025",

month = mar,

doi = "10.1007/S10994-024-06705-W",

language = "English",

volume = "114",

journal = "Machine Learning",

issn = "0885-6125",

publisher = "Springer",

number = "3",

}

TY - JOUR

T1 - Probabilistic scoring lists for interpretable machine learning

AU - Hanselle, Jonas

AU - Heid, Stefan

AU - Fürnkranz, Johannes

AU - Hüllermeier, Eyke

PY - 2025/3

Y1 - 2025/3

UR - https://www.scopus.com/pages/publications/85218184423

U2 - 10.1007/S10994-024-06705-W

DO - 10.1007/S10994-024-06705-W

M3 - Article

SN - 0885-6125

VL - 114

JO - Machine Learning

JF - Machine Learning

IS - 3

M1 - 55

ER -

Probabilistic scoring lists for interpretable machine learning

Fields of science

JKU Focus areas

Access to Document

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Cite this