ARTICLE
|
doi:10.20944/preprints202402.0704.v1
Subject:
Engineering,
Civil Engineering
Keywords:
Rapid Visual Screening; Explainable AI; Feature Importance; SHAP
Online: 12 February 2024 (14:53:17 CET)
ARTICLE
|
doi:10.20944/preprints202409.0890.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
fundamental period; masonry infilled framed structures; machine learning; explainability; SHAP; analytical equations
Online: 11 September 2024 (16:23:56 CEST)
ARTICLE
|
doi:10.20944/preprints202410.0970.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Pyrometallurgy; Rotary kiln; CatBoost; XAI; SHAP
Online: 12 October 2024 (10:28:39 CEST)
ARTICLE
|
doi:10.20944/preprints202404.0763.v1
Subject:
Engineering,
Transportation Science And Technology
Keywords:
ride-hailing; built environment; XGBoost; SHAP; nonlinearity
Online: 11 April 2024 (14:10:15 CEST)
ARTICLE
|
doi:10.20944/preprints202109.0034.v3
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Artificial intelligence; CMAPSS; consistency and local accuracy; CUSUM chart; deep learning; prognostic and health management; RMSE; sensing and data extraction; SHAP; Uncertainty; XAI
Online: 12 January 2022 (10:22:47 CET)
ARTICLE
|
doi:10.20944/preprints202305.0413.v1
Subject:
Computer Science And Mathematics,
Mathematical And Computational Biology
Keywords:
ovarian cancer; machine learning; SHAP; diagnostic biomarkers; platinum resistance
Online: 6 May 2023 (10:24:22 CEST)
ARTICLE
|
doi:10.20944/preprints202410.0854.v1
Subject:
Engineering,
Transportation Science And Technology
Keywords:
bitumen content; HMA; Marshall flow; Marshall stability; prediction model; SHAP
Online: 14 October 2024 (03:34:34 CEST)
ARTICLE
|
doi:10.20944/preprints202403.0879.v1
Subject:
Medicine And Pharmacology,
Oncology And Oncogenics
Keywords:
Recurrent Gastric Cancer, Random Forest, SMOTE, SHAP, Cost-Sensitive Learning
Online: 15 March 2024 (10:41:57 CET)
ARTICLE
|
doi:10.20944/preprints202308.0450.v1
Subject:
Environmental And Earth Sciences,
Sustainable Science And Technology
Keywords:
pollution; Credit River; machine learning; graph neural networks; SHAP analysis
Online: 7 August 2023 (11:36:35 CEST)
ARTICLE
|
doi:10.20944/preprints202307.1156.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Acute Heart Failure; XGBoost; Explainable Artificial Intelligence; SHAP; Hematological parameters
Online: 18 July 2023 (04:47:24 CEST)
ARTICLE
|
doi:10.20944/preprints202212.0482.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Data Center; Artificial Intelligence; Machine Learning; Feature Selection; SHAP; Game Theory.
Online: 26 December 2022 (09:06:47 CET)
ARTICLE
|
doi:10.20944/preprints202310.0661.v1
Subject:
Engineering,
Civil Engineering
Keywords:
waste management; demolition waste generation; machine learning; artificial neural network; SHAP analysis
Online: 11 October 2023 (14:28:25 CEST)
ARTICLE
|
doi:10.20944/preprints202309.2161.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
pollution; dissolved oxygen; Credit River; machine learning; graph neural networks; SHAP analysis
Online: 30 September 2023 (08:15:54 CEST)
ARTICLE
|
doi:10.20944/preprints202406.1148.v1
Subject:
Medicine And Pharmacology,
Endocrinology And Metabolism
Keywords:
type 2 diabetes mellitus; PyCaret; machine learning; prediction; feature importance plot; SHAP value
Online: 17 June 2024 (12:59:11 CEST)
ARTICLE
|
doi:10.20944/preprints202409.1756.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
thermochemical conversion; biomass gasificationclean energy; explainable artificial intelligence; shap framework; summary plot; force plot
Online: 23 September 2024 (14:14:42 CEST)
ARTICLE
|
doi:10.20944/preprints202406.1781.v1
Subject:
Engineering,
Architecture, Building And Construction
Keywords:
waste management (WM); demolition waste generation (DWG); machine learning; artificial neural network; SHAP analysis
Online: 25 June 2024 (14:23:02 CEST)
ARTICLE
|
doi:10.20944/preprints202405.1290.v1
Subject:
Medicine And Pharmacology,
Clinical Medicine
Keywords:
ECG signal classification; convolutional neural network; model interpretability; UMAP dimensionality reduction; SHAP value analysis
Online: 20 May 2024 (12:42:10 CEST)
ARTICLE
|
doi:10.20944/preprints202405.1865.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
ResNet60; Explainable AI methods; LIME, Saliency Map; Occlusion Analysis; GRAD-CAM; SHAP; SmoothGrad; Interpretable AI
Online: 28 May 2024 (12:46:59 CEST)
ARTICLE
|
doi:10.20944/preprints202402.1264.v1
Subject:
Engineering,
Transportation Science And Technology
Keywords:
E-scooter; micromobility; latent factors; attitudes; machine learning; SHAP analysis; mode choice; survey; urban setting
Online: 22 February 2024 (07:52:31 CET)
ARTICLE
|
doi:10.20944/preprints202401.1840.v1
Subject:
Environmental And Earth Sciences,
Soil Science
Keywords:
agricultural data analysis; agricultural business management; tree-based models; SHAP; soil organic matter; economic analysis
Online: 26 January 2024 (02:07:22 CET)
ARTICLE
|
doi:10.20944/preprints202408.2231.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
disease stage diagnosis; blood gene expression; data imbalance; multiclassification; F1 score; AD risk gene; SHAP; LIME
Online: 3 September 2024 (05:01:42 CEST)
ARTICLE
|
doi:10.20944/preprints202310.0564.v1
Subject:
Medicine And Pharmacology,
Oncology And Oncogenics
Keywords:
ovarian cancer; complete cytoreduction; Artificial Intelligence; eXplainable Artificial Intelligence; upper abdominal perotonectomy; Machine Learning; SHAP values
Online: 10 October 2023 (08:12:44 CEST)
ARTICLE
|
doi:10.20944/preprints202407.1333.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Heart Disease Prediction; Machine Learning; XGBoost; Gradient Boosting; LSTM (Long Short-Term Memory); SHAP (SHapley Additive exPlanations)
Online: 16 July 2024 (12:35:00 CEST)
ARTICLE
|
doi:10.20944/preprints202404.2018.v1
Subject:
Computer Science And Mathematics,
Security Systems
Keywords:
controller area network (CAN); shapley additive explanations (SHAP); machine learning(ML); deep learning(DL); unmanned aerial vehicles (UAVs)
Online: 30 April 2024 (15:36:13 CEST)
ARTICLE
|
doi:10.20944/preprints202308.1230.v1
Subject:
Engineering,
Energy And Fuel Technology
Keywords:
electricity demand forecasting; model explainability; SHAP values; neural networks; structured time series; genetic programming (GP); symbolic expressions; training timeframe; counterfactuals; actionable features
Online: 17 August 2023 (09:06:07 CEST)
REVIEW
|
doi:10.20944/preprints202409.1974.v2
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
Explainable AI (XAI); Healthcare diagnostics; Grad-CAM; SHAP; LIME; Trust in AI; Ethical AI; Bias mitigation; Regulatory compliance; Personalized care; AI interpretability; Clinical decision-making
Online: 27 September 2024 (12:31:01 CEST)
ARTICLE
|
doi:10.20944/preprints202407.1769.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
SHAP; LightGBM; $\ell^1$ regularization; electricity self-sufficiency rate; household energy data; time-series data; questionnaire survey; renewable energy sources; Net zero-energy houses; correlation matrix; energy policies; smart houses; HEMS
Online: 23 July 2024 (09:52:05 CEST)
ARTICLE
|
doi:10.20944/preprints202405.0975.v1
Subject:
Public Health And Healthcare,
Other
Keywords:
Stroke; supervised machine learning; unsupervised machine learning; Logistic Regression; Random Forest; Support Vector Machine (SVM); eXtreme Gradient Boost (XGBoost); Light Gradient Boosted Machine (Light-GBM); K-prototype clustering; Shapley Addictive ExPlanations (SHAP)
Online: 14 May 2024 (13:25:32 CEST)