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Feature Importance versus Feature Influence and What It Signifies for Explainable AI

Referentgranskad
Öppen tillgång
DOI
10.1007/978-3-031-44064-9_14
Främling, Kary
Communications in Computer and Information Science2023Publicationer information ikon

Feature Modelling by Incremental Feature Recognition

Referentgranskad
Laakko, T.; Mäntylä, M.
Computer-Aided Design1993Publicationer information ikon

Feature engineering and selection for prosumer electricity consumption and production forecasting: A comprehensive framework

Referentgranskad
Öppen tillgång
DOI
10.1016/j.apenergy.2024.125176
Wen, Qianyun; Liu, Yang
Applied energy2025Publicationer information ikon

Feature Selection with Self-Organizing Feature Map

Referentgranskad
Iivarinen, J.; Valkealahti, K.; Visa, A.; Simula, O.
-1994Publicationer information ikon

Incremental Feature Modeling

Referentgranskad
Laakko, T.; Mäntylä, M.
Elsevier1994Publicationer information ikon

The EXTDesign Feature Modeler

Referentgranskad
Laakko, T.; Mäntylä, M.
Elsevier1993Publicationer information ikon

Comparison of feature importance measures as explanations for classification models

Referentgranskad
Öppen tillgång
DOI
10.1007/s42452-021-04148-9
Saarela, Mirka; Jauhiainen, Susanne
SN Applied Sciences2021Publicationer information ikon

Mutated Kd-tree Importance Sampling

Referentgranskad
Hämäläinen, Perttu; Aila, Timo; Takala, Tapio; Alander, Jarmo
-2006Publicationer information ikon

Pareto Smoothed Importance Sampling

Referentgranskad
Öppen tillgång
Vehtari, A; Simpson, Daniel; Gelman, Andrew; Yao, Yuling; Gabry, Jonah
Journal of Machine Learning Research2024Publicationer information ikon

Feature-based Part Programming

Referentgranskad
Opas, J.; Mäntylä, M.
Elsevier1993

Feature Importance versus Feature Influence and What It Signifies for Explainable AI

Referentgranskad
Öppen tillgång
DOI
10.1007/978-3-031-44064-9_14
2023

Feature Modelling by Incremental Feature Recognition

Referentgranskad
1993

Feature engineering and selection for prosumer electricity consumption and production forecasting: A comprehensive framework

Referentgranskad
Öppen tillgång
DOI
10.1016/j.apenergy.2024.125176
2025

Feature Selection with Self-Organizing Feature Map

Referentgranskad
1994

Incremental Feature Modeling

Referentgranskad
1994

The EXTDesign Feature Modeler

Referentgranskad
1993

Comparison of feature importance measures as explanations for classification models

Referentgranskad
Öppen tillgång
DOI
10.1007/s42452-021-04148-9
2021

Mutated Kd-tree Importance Sampling

Referentgranskad
2006

Pareto Smoothed Importance Sampling

Referentgranskad
Öppen tillgång
2024

Feature-based Part Programming

Referentgranskad
1993