Results 261 to 270 of about 776,810 (287)

A Review of the Application and Challenges of Shapley Additive Explanations in Data Analysis

Applied and Computational Engineering
The rapid growth of big data and complex machine learning models—gradient-boosted trees and deep neural networks—has produced highly accurate but opaque"black-box"predictors across medicine, finance, and industry, making interpretability a central concern in data analysis.
openaire   +1 more source

Detecting Word-Level Adversarial Text Attacks via SHapley Additive exPlanations

Proceedings of the 7th Workshop on Representation Learning for NLP, 2022
Edoardo Mosca, Lukas Huber, Marc Alexander Kühn, Georg Groh   +3 more
openaire   +1 more source

Shapley additive explanations for NO forecasting

Ecological Informatics, 2020
José L Aznarte
exaly  

Interpretable prediction of thermal sensation for elderly people based on data sampling, machine learning and SHapley Additive exPlanations (SHAP)

Building and Environment, 2023
Guozhong Zheng
exaly  

Analysis of ADPCM: A Regression Approach with SHapley Additive exPlanations

2025 IEEE 4th International Conference for Advancement in Technology (ICONAT)
Angelina George, Sai Rishi R, Meena Belwal   +2 more
openaire   +1 more source

Analysis on Underwater Channel by Using Shapley Additive Explanations

The Journal of Korean Institute of Communications and Information Sciences
Jongseok Kim, Ho-Shin Cho, Ohyun Jo
openaire   +1 more source

Shapley Additive Explanations (SHAP) for Cardiovascular Diseases Prediction

2024 2nd International Conference on Sustainable Computing and Smart Systems (ICSCSS)
Mbabazi Elizabeth Shirley, Namatovu Hasifah Kasujja, Ggaliwango Marvin   +2 more
openaire   +1 more source

Machine Learning Models Using SHapley Additive exPlanation for Fire Risk Assessment Mode and Effects Analysis of Stadiums

Sensors, 2023
exaly  

Relation between fault characteristic frequencies and local interpretability shapley additive explanations for continuous machine health monitoring

Engineering Applications of Artificial Intelligence
Tangbin Xia, Tongtong Yan, Dong Wang
exaly  

Improved prediction of soil shear strength using machine learning algorithms: interpretability analysis using SHapley Additive exPlanations

Frontiers in Earth Science
Hamad Almujibah, Abdullah Alzlfawi, Sabri Sabri Mohanad Muayad   +2 more
exaly