• Suche: "interpretable machine learning"

Treffer 1 - 20 von 5.517

1

Hierarchical Variable Importance with Statistical Control for Medical Data-Based Prediction
Paillard, Joseph ; Collas, Antoine ; Engemann, Denis, A ; et al.
IPMI 2025 - Information Processing in Medical Imaging. :79-93

Kos Island, Greece Statistics neuroimaging interpretable machine le... [STAT.ML]Statistics [sta... Machine Learning [stat.M...
Konferenz
Zu den Favoriten
2

EVOLVED AND TRANSPARENT PIPELINES FOR BIOMEDICAL IMAGE CLASSIFICATION
de la Torre, Camilo ; Nadizar, Giorgia ; Lavinas, Yuri ; et al.
European Conference on Genetic Programming (Part of EvoStar). :173-189

Trieste, Italy Interpretable Machine Le... Genetic Programming Image Classification Image Classification Gen... [STAT.ML]Statistics [sta... …
Konferenz
Zu den Favoriten
3

Machine learning for NeuroImaging data analysis
Thirion, Bertrand ; Modèles et inférence pour les données de Neuroimagerie (MIND) ; IFR49 - Neurospin - CEA ; et al.
Encyclopedia of the Human Brain. :580-588

high dimension generative AI sample complexity cross-validation interpretable machine le... functional Magnetic Reso... …
Buch
Zu den Favoriten
4

Selective and Sustainable Oxidation of Allyl Alcohol in Water Using a TS‑1 Catalyst in Continuous Flow: A Machine-Learning-Driven Approach
Mehta, Kallum Hiten ; I Made, Riko ; Agrotis, Stefanos ; et al.
ACS Sustainable Chemistry & Engineering. 13(50):21458-21467

Fachzeitschrift
Zu den Favoriten
5

A Compact Quiet Sleep Estimator Based on Cardiorespiratory and Video Motion Features for Maturation Analysis in NICU
Jebbari, Houda ; Cabon, Sandie ; Pladys, Patrick ; et al.
IEEE Journal of Biomedical and Health Informatics. 29(8):5963-5973

respiration Pediatrics interpretable machine le... maturation quiet sleep premature newborns …
Zeitschrift
Zu den Favoriten
7

Interpretable Machine Learning for the Design of (K, Na)NbO3‑Based Piezoceramics Using Combinatorial and Knowledge-Embedded Descriptors
Hu, Heng ; Wang, Bin ; Zhang, Didi ; et al.
ACS Applied Materials & Interfaces. 17(43):59583-59593

Fachzeitschrift
Zu den Favoriten
8

Plasma-Catalytic Ammonia Synthesis Process Improvement Based on Interpretable Machine Learning and Multiobjective Optimization
Du, Jun ; Ding, Yuhai ; Zhang, Chunlei ; et al.
ACS Sustainable Chemistry & Engineering. 13(40):16845-16859

Fachzeitschrift
Zu den Favoriten
9

Quantifying Aviation-Related Contributions to Ambient Ultrafine Particle Number Concentrations Using Interpretable Machine Learning
Mueller, Sean C. ; Patil, Prasad ; Levy, Jonathan I. ; et al.
Environmental Science & Technology. 59(37):19942-19952

Fachzeitschrift
Zu den Favoriten
10

Latent Diffeomorphic Dynamic Mode Decomposition
Diepeveen, Willem ; Schwenk, Jon ; Bertozzi, Andrea L
Applied Mathematics Letters. 172

4901 Applied Mathematics... 4904 Pure Mathematics (f... 49 Mathematical Sciences... Interpretable machine le... Time series Non-linear systems …
Fachzeitschrift
Zu den Favoriten
11

Unveil Sources of Uncertainty: Feature Contribution to Conformal Prediction Intervals
Idrissi, Marouane, Il ; Fernandes Machado, Agathe ; Gallic, Ewen ; et al.

Interpretable Machine Le... Explainable Artificial I... Uncertainty Attribution Conformal Prediction Shapley Values [STAT.OT]Statistics [sta... …
E-Ressource
Zu den Favoriten
12

Interpretable Machine Learning for DC Optimal Power Flow with Feasibility Guarantees
Stratigakos, Akylas ; Pineda, Salvador ; Morales, Juan Miguel ; et al.
IEEE Transactions on Power Systems. 39(3):5126-5137

robust optimization Interpretable machine le... DC Optimal Power Flow decision trees prescriptive analytics smart grid …
Zeitschrift
Zu den Favoriten
13

Mapping and understanding the regional farmland SOC distribution in southern China using a Bayesian spatial model
Hu, Bifeng ; Geng, Yibo ; Ni, Hanjie ; et al.
Geoderma. 460:117446-117446

Soil organic carbon Farm... Interpretable machine le... INLA-SPDE Farmland Soil organic carbon [PHYS.PHYS.PHYS-SPACE-PH... …
Zeitschrift
Zu den Favoriten
14

Development of the Optuna-NGBoost-SHAP model for estimating ground settlement during tunnel excavation
Yuxin Chen ; Mohammad Hossein Kadkhodaei ; Jian Zhou
Underground Space, Vol 24, Iss, Pp 60-78 (2025)

Interpretable machine le... Ground settlement NGBoost TA703-712 Engineering geology. Roc... Hyperparameter optimizat... …
Fachzeitschrift
Zu den Favoriten
15

The Kolmogorov-Arnold Renaissance: Scalable, Symbolic, and Interpretable Neural Networks
Beatrize, Jessica ; Vieira, Leonardo, M ; Chen, Amira ; et al.

Kolmogorov-Arnold Networ... Function Decomposition Interpretable Machine Le... Scalable Neural Architec... Symbolic Function Approx... Deep Learning Theory …
E-Ressource
Zu den Favoriten
16

Explainable Boosting Machine for Predicting Claim Severity and Frequency in Car Insurance
Krupova, Marketa ; Rachdi, Nabil ; Guibert, Quentin ; et al.

car insurance explainable boosting mac... generalized additive mod... cyclic gradient boosting interpretable machine le... glass-box …
E-Ressource
Zu den Favoriten
17

Decoding the Plastic Patch: Exploring the Global Microplastic Distribution in the Surface Layers of Marine Regions with Interpretable Machine Learning
Zhang, Linjie ; Wang, Wenyue ; Wang, Feng ; et al.
Environmental Science & Technology. 59(15):7656-7666

Fachzeitschrift
Zu den Favoriten
18

Interpretable Machine Learning for Evaluating Nanogenerators’ Structural Design
Han, Chi ; Jin, Mingyu ; Dong, Fuying ; et al.
ACS Nano. 19(14):14456-14466

Fachzeitschrift
Zu den Favoriten
20

Satellite-Based Estimation of Nitrous Oxide Concentration and Emission in a Large Estuary
Fan, Wenjie ; Xu, Zhihao ; Liu, Yuliang ; et al.
Environmental Science & Technology. 59(10):5012-5020

Fachzeitschrift
Zu den Favoriten
Suchwerkzeuge: RSS-Feed abonnieren Diese Suche als E-Mail versenden Suche speichern

Filter