Search Results - Special Issue on Explainable and Interpretable Machine Learning and Data Mining :: K.UTB vyhledávací portál

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Explainable and interpretable machine learning and data mining

by Atzmueller, Martin, Fürnkranz, Johannes, Kliegr, Tomáš, Schmid, Ute
Published in Data mining and knowledge discovery (01.09.2024)

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Data Mining Knowledge Discovery Issues Research Articles in September 2024 Special Issue Entitled Explainable and Interpretable Machine Learning and Data Mining

Published in Targeted News Service (06.09.2024)

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Newsletter

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Machine Learning-Based Interpretable Screening for Osteoporosis in Tuberculosis Spondylitis Patients Using Blood Test Data: Development and External Validation of a Novel Web-Based Risk Calculator with Explainable Artificial Intelligence (XAI)

by Yasin, Parhat, Ding, Liwen, Mamat, Mardan, Guo, Wei, Song, Xinghua
Published in Infection and drug resistance (01.01.2025)

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Interpretable and explainable predictive machine learning models for data-driven protein engineering

by Medina-Ortiz, David, Khalifeh, Ashkan, Anvari-Kazemabad, Hoda, Davari, Mehdi D
Published in bioRxiv (03.03.2024)

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Explainable artificial intelligence and interpretable machine learning for agricultural data analysis

by Ryo, Masahiro
Published in Artificial intelligence in agriculture (2022)

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Interpretable and explainable predictive machine learning models for data-driven protein engineering

by Medina-Ortiz, David, Khalifeh, Ashkan, Anvari-Kazemabad, Hoda, Davari, Mehdi D.
Published in Biotechnology advances (01.03.2025)

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Towards big industrial data mining through explainable automated machine learning

by Garouani, Moncef, Ahmad, Adeel, Bouneffa, Mourad, Hamlich, Mohamed, Bourguin, Gregory, Lewandowski, Arnaud
Published in International journal of advanced manufacturing technology (01.05.2022)

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Explainable AI and machine learning: performance evaluation and explainability of classifiers on educational data mining inspired career counseling

by Guleria, Pratiyush, Sood, Manu
Published in Education and information technologies (01.01.2023)

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An explainable machine learning data mining to generate new organic donors of organic dyes with lowest possible HOMO-LUMO gaps

by Kyhoiesh, Hussein A.K., Salem, Karrar H., Elnaggar, Ashraf Y., Al-Kubaisi, Ahmed A., El Azab, Islam H., Mahmoud, Mohamed H.H., Hamoodah, Zainab J., Nief, Aous H.
Published in Chemical physics letters (16.10.2025)

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Investigating the "Fever" of Northeast Cultural Tourism from Two Perspectives and Exploring the Road to Changhong: Based on Data Mining and Explainable Machine Learning

by Xu, Junhua, Luo, Jiawei, Huang, Shihan, Zhen, Yiqi, Liao, Zhentao, Li, Minling, Hu, Yanhong, Yang, Peng
Published in International Conference on Systems and Informatics (14.12.2024)

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Conference Proceeding

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Interpretable Machine‐Learning and Big Data Mining to Predict Gas Diffusivity in Metal‐Organic Frameworks

by Guo, Shuya, Huang, Xiaoshan, Situ, Yizhen, Huang, Qiuhong, Guan, Kexin, Huang, Jiaxin, Wang, Wei, Bai, Xiangning, Liu, Zili, Wu, Yufang, Qiao, Zhiwei
Published in Advanced science (01.07.2023)

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Interpretable Machine‐Learning and Big Data Mining to Predict the CO2 Separation in Polymer‐MOF Mixed Matrix Membranes

by Wan, Hao, Fang, Yue, Hu, Min, Guo, Shuya, Sui, Zhiqiang, Huang, Xiaoshan, Liu, Zili, Zhao, Yue, Liang, Hong, Wu, Yufang, Gao, Hanyu, Qiao, Zhiwei
Published in Advanced science (01.04.2025)

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Interpretable Machine‐Learning and Big Data Mining to Predict the CO 2 Separation in Polymer‐MOF Mixed Matrix Membranes

by Wan, Hao, Fang, Yue, Hu, Min, Guo, Shuya, Sui, Zhiqiang, Huang, Xiaoshan, Liu, Zili, Zhao, Yue, Liang, Hong, Wu, Yufang, Gao, Hanyu, Qiao, Zhiwei
Published in Advanced science (01.04.2025)

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An Educational Data Mining Model based on Auto Machine Learning and Interpretable Machine Learning

by Rangone, Gabriel Novillo, Montejano, German Antonio, Garis, Ana Gabriela, Pizarro, Carlos Andres, Molina, Walter Ruben
Published in 2022 IEEE Global Conference on Computing, Power and Communication Technologies (GlobConPT) (23.09.2022)

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Conference Proceeding

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Mining Campus Big Data: Prediction of Career Choice Using Interpretable Machine Learning Method

by Wang, Yuan, Yang, Liping, Wu, Jun, Song, Zisheng, Shi, Li
Published in Mathematics (Basel) (01.04.2022)

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Data-driven dynamic causality analysis of industrial systems using interpretable machine learning and process mining

by Nadim, Karim, Ragab, Ahmed, Ouali, Mohamed-Salah
Published in Journal of intelligent manufacturing (01.01.2023)

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Editorial Introduction for the Special Series (Part I) on AI in Signal & Data Science - Toward Explainable, Reliable, and Sustainable Machine Learning

by Zhang, Xiao-Ping
Published in IEEE journal of selected topics in signal processing (01.03.2024)

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Detection and Localization of False Data Injection Attacks in Smart Grids Applying an Interpretable Fuzzy Genetic Machine Learning/Data Mining Approach

by Gorzałczany, Marian B., Rudziński, Filip
Published in Energies (Basel) (21.03.2025)

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Determining risk and predictors of head and neck cancer treatment-related lymphedema: A clinicopathologic and dosimetric data mining approach using interpretable machine learning and ensemble feature selection

by Teo, P. Troy, Rogacki, Kevin, Gopalakrishnan, Mahesh, Das, Indra J, Abazeed, Mohamed E, Mittal, Bharat B, Gentile, Michelle
Published in Clinical and translational radiation oncology (01.05.2024)

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Counterfactual explanations and how to find them: literature review and benchmarking

by Guidotti, Riccardo
Published in Data mining and knowledge discovery (01.09.2024)

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Journal Article

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