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Actionable Explainable AI (AxAI): A Practical Example with Aggregation Functions for Adaptive Classification and Textual Explanations for Interpretable Machine Learning
Saranti, Anna, Hudec, Miroslav, Mináriková, Erika, Takáč, Zdenko, Großschedl, Udo, Koch, Christoph, Pfeifer, Bastian, Angerschmid, Alessa, Holzinger, Andreas
Published in Machine learning and knowledge extraction (01.12.2022)
Published in Machine learning and knowledge extraction (01.12.2022)
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Axiomatization and construction of orness measures for aggregation functions
Pérez‐Fernández, Raúl, Ochoa, Gustavo, Montes, Susana, Díaz, Irene, Fernández, Javier, Paternain, Daniel, Bustince, Humberto
Published in International journal of intelligent systems (01.05.2021)
Published in International journal of intelligent systems (01.05.2021)
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Classification by ordinal sums of conjunctive and disjunctive functions for explainable AI and interpretable machine learning solutions
Hudec, Miroslav, Mináriková, Erika, Mesiar, Radko, Saranti, Anna, Holzinger, Andreas
Published in Knowledge-based systems (23.05.2021)
Published in Knowledge-based systems (23.05.2021)
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Structural topological optimization with dynamic fatigue constraints subject to dynamic random loads
Zhao, Lei, Xu, Bin, Han, Yongsheng, Xue, Jingdan, Rong, Jianhua
Published in Engineering structures (15.02.2020)
Published in Engineering structures (15.02.2020)
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Probabilistic study of Induced Ordered Linear Fusion Operators for time series forecasting
Baz, Juan, Ferrero-Jaurrieta, Mikel, Díaz, Irene, Montes, Susana, Beliakov, Gleb, Bustince, Humberto
Published in Information fusion (01.03.2024)
Published in Information fusion (01.03.2024)
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Modeling of Complex System Phenomena via Computing With Words in Fuzzy Cognitive Maps
Rickard, John Terry, Aisbett, Janet, Morgenthaler, David G., Yager, Ronald R.
Published in IEEE transactions on fuzzy systems (01.12.2020)
Published in IEEE transactions on fuzzy systems (01.12.2020)
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Identifying items for moderation in a peer assessment framework
James, S., Lanham, E., Mak-Hau, V., Pan, L., Wilkin, T., Wood-Bradley, G.
Published in Knowledge-based systems (15.12.2018)
Published in Knowledge-based systems (15.12.2018)
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Utility functions as aggregation functions in face recognition
Dolecki, Michal, Karczmarek, Pawel, Kiersztyn, Adam, Pedrycz, Witold
Published in 2016 IEEE Symposium Series on Computational Intelligence (SSCI) (01.12.2016)
Published in 2016 IEEE Symposium Series on Computational Intelligence (SSCI) (01.12.2016)
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Conference Proceeding
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An enhanced aggregation method for topology optimization with local stress constraints
Luo, Yangjun, Wang, Michael Yu, Kang, Zhan
Published in Computer methods in applied mechanics and engineering (01.02.2013)
Published in Computer methods in applied mechanics and engineering (01.02.2013)
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On Dynamic Aggregation Systems
Polyakov, N. L., Shamolin, M. V.
Published in Journal of mathematical sciences (New York, N.Y.) (02.01.2020)
Published in Journal of mathematical sciences (New York, N.Y.) (02.01.2020)
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Thromboelastography for the evaluation of coagulation function in patients with hepatic echinococcosis during the perioperative period: a retrospective study
Zheng, Xing, Yuan, Li, Wang, Bingxian, Li, Genkui, Wang, Jing, A, Jide, He, Zongzhao
Published in Frontiers in oncology (21.08.2025)
Published in Frontiers in oncology (21.08.2025)
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Local-Aggregation Graph Networks
Chang, Jianlong, Wang, Lingfeng, Meng, Gaofeng, Zhang, Qi, Xiang, Shiming, Pan, Chunhong
Published in IEEE transactions on pattern analysis and machine intelligence (01.11.2020)
Published in IEEE transactions on pattern analysis and machine intelligence (01.11.2020)
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Topology optimization using a continuous-time high-cycle fatigue model
Suresh, Shyam, Lindström, Stefan B., Thore, Carl-Johan, Torstenfelt, Bo, Klarbring, Anders
Published in Structural and multidisciplinary optimization (01.03.2020)
Published in Structural and multidisciplinary optimization (01.03.2020)
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