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Research article

First published 2021-03-02

A probabilistic modeling approach for interpretable data inference and classification

Shuaiyu Yao, Jian-Bo Yang, Dong-Ling Xu

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2025-11

Interpretable deep classification of time series based on class discriminative prototype learning

Yupeng Wang, Jianghui Cai, Haifeng Yang [...]

Intelligent Data Analysis: An International Journal

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Research article

First published 2026-2

Colour,Texture and Geometric Feature Based Classification of Banana Varieties Using Interpretable Machine Learning

Joy Deb, Dibyojyoti Bhattacharjee, Jayasree Chakrabarty

Model Assisted Statistics and Applications

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Review article

First published 1984-7

Classification of Hyperlipoproteinaemias by Computer Interpretation

Jane F Loughlin, F Y Leung, A R Henderson

Annals of Clinical Biochemistry: International Journal of Laboratory Medicine

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Research article

First published 2017-1

Impact of Geospatial Classification Method on Interpretation of Intelligent Compaction Data

Mehran Mazari, Cesar Tirado, Soheil Nazarian [...]

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2005-11

Efficient and interpretable fuzzy classifiers from data with support vector learning

Stergios Papadimitriou, Konstantinos Terzidis

Intelligent Data Analysis: An International Journal

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Research article

First published 2015-5

Classification and identification of TCM by macro-interpretation based on FT-IR combined with 2DCOS-IR

Chang-Hua Xu, Jian-Bo Chen, Qun Zhou [...]

Biomedical Spectroscopy and Imaging

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Research article

First published 2013-8

A fuzzy system index to preserve interpretability in deep tuning of fuzzy rule based classifiers

Alessandro Di Nuovo, Giuseppe Ascia

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Review article

First published 2022-2

Computed Tomography Angiography Assessment of Acute Aortic Syndromes: Classification,Differentiating Imaging Features,and Imaging Interpretation Pitfalls

Mana Modares, Kate Hanneman, Maral Ouzounian [...]

Canadian Association of Radiologists Journal

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Research article

First published 2026

ATM-AM: An Interpretable Attention SHAP Aligned Framework for Text Classification across IMDb,Amazon,and SST-2

Ramesh Babu Pittala, Medikonda Asha Kiran, Niteesha Sharma [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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