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Pixel-Based Clustering for Local Interpretable Model-Agnostic Explanations Cover

Pixel-Based Clustering for Local Interpretable Model-Agnostic Explanations

Journal of Artificial Intelligence and Soft Computing Research
Volume 15 (2025): Issue 3 (July 2025)
By: Junyan Qian,  Tong Wen,  Ming Ling,  Xiaofu Du and  Hao Ding  
Open Access
|Mar 2025

Authors

Junyan Qian

qjy2000@gmail.com

Key Laboratory of Education Blockchain and Intelligent Technology, Ministry of Education, Guangxi Normal University, Guilin, Guangxi, China Guangxi Key Laboratory of Multi-Source Information Mining & Security, Guangxi Normal University, Guilin, Guangxi, China

Tong Wen

Key Laboratory of Education Blockchain and Intelligent Technology, Ministry of Education, Guangxi Normal University, Guilin, Guangxi, China Guangxi Key Laboratory of Multi-Source Information Mining & Security, Guangxi Normal University, Guilin, Guangxi, China

Ming Ling

Key Laboratory of Education Blockchain and Intelligent Technology, Ministry of Education, Guangxi Normal University, Guilin, Guangxi, China Guangxi Key Laboratory of Multi-Source Information Mining & Security, Guangxi Normal University, Guilin, Guangxi, China

Xiaofu Du

Key Laboratory of Education Blockchain and Intelligent Technology, Ministry of Education, Guangxi Normal University, Guilin, Guangxi, China Guangxi Key Laboratory of Multi-Source Information Mining & Security, Guangxi Normal University, Guilin, Guangxi, China

Hao Ding

Key Laboratory of Education Blockchain and Intelligent Technology, Ministry of Education, Guangxi Normal University, Guilin, Guangxi, China Guangxi Key Laboratory of Multi-Source Information Mining & Security, Guangxi Normal University, Guilin, Guangxi, China
DOI: https://doi.org/10.2478/jaiscr-2025-0013
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Language: English
Page range: 257 - 277
Submitted on: Oct 3, 2024
|
Accepted on: Jan 14, 2025
|
Published on: Mar 18, 2025
Published by: SAN University
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year
Keywords:
interpretability,
explainable artificial intelligence,
model-agnostic explanations,
black-box model
Related subjects:
Computer sciences,
Databases and data mining,
Artificial intelligence

© 2025 Junyan Qian, Tong Wen, Ming Ling, Xiaofu Du, Hao Ding, published by SAN University
This work is licensed under the Creative Commons Attribution 4.0 License.

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