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MbExplainer: Multilevel bandit-based explanations for downstream models with augmented graph embeddings
Golgoon, Ashkan, Franks, Ryan, Filom, Khashayar, Ravi Kannan, Arjun
Published in Machine learning (01.09.2025)
Published in Machine learning (01.09.2025)
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Journal Article
MTL-NAS: Task-Agnostic Neural Architecture Search Towards General-Purpose Multi-Task Learning
Gao, Yuan, Bai, Haoping, Jie, Zequn, Ma, Jiayi, Jia, Kui, Liu, Wei
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2020)
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2020)
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Conference Proceeding
Reinforcement learning-based architecture search for quantum machine learning
Rapp, Frederic, Kreplin, David A, Huber, Marco F, Roth, Marco
Published in Machine learning: science and technology (31.03.2025)
Published in Machine learning: science and technology (31.03.2025)
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Journal Article
Effective Pruning for Top-k Feature Search on the Basis of SHAP Values
Chabrier, Lisa, Crombach, Anton, Peignier, Sergio, Rigotti, Christophe
Published in IEEE access (2024)
Published in IEEE access (2024)
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Journal Article
Evaluating the performance of metaheuristic-tuned weight agnostic neural networks for crop yield prediction
Jovanovic, Luka, Zivkovic, Miodrag, Bacanin, Nebojsa, Dobrojevic, Milos, Simic, Vladimir, Sadasivuni, Kishor Kumar, Tirkolaee, Erfan Babaee
Published in Neural computing & applications (01.08.2024)
Published in Neural computing & applications (01.08.2024)
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Journal Article
An innovative artificial intelligence-based method to compress complex models into explainable, model-agnostic and reduced decision support systems with application to healthcare (NEAR)
Kassem, Karim, Sperti, Michela, Cavallo, Andrea, Vergani, Andrea Mario, Fassino, Davide, Moz, Monica, Liscio, Alessandro, Banali, Riccardo, Dahlweid, Michael, Benetti, Luciano, Bruno, Francesco, Gallone, Guglielmo, De Filippo, Ovidio, Iannaccone, Mario, D'Ascenzo, Fabrizio, De Ferrari, Gaetano Maria, Morbiducci, Umberto, Della Valle, Emanuele, Deriu, Marco Agostino
Published in Artificial intelligence in medicine (01.05.2024)
Published in Artificial intelligence in medicine (01.05.2024)
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Journal Article
AI-driven prognostics in pediatric bone marrow transplantation: a CAD approach with Bayesian and PSO optimization
Badawy, Mahmoud, AbdulAzeem, Yousry, ZainEldin, Hanaa, Balaha, Hossam Magdy, Bamaqa, Amna, El-Agamy, Rasha F., Sayed, Hanaa A., Elhosseini, Mostafa A.
Published in BMC medical informatics and decision making (06.10.2025)
Published in BMC medical informatics and decision making (06.10.2025)
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Journal Article
Model-agnostic explainable artificial intelligence methods in finance: a systematic review, recent developments, limitations, challenges and future directions
Khan, Farhina Sardar, Mazhar, Syed Shahid, Mazhar, Kashif, A. AlSaleh, Dhoha, Mazhar, Amir
Published in The Artificial intelligence review (03.05.2025)
Published in The Artificial intelligence review (03.05.2025)
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Journal Article
Bipartite Ranking Fairness Through a Model Agnostic Ordering Adjustment
Cui, Sen, Pan, Weishen, Zhang, Changshui, Wang, Fei
Published in IEEE transactions on pattern analysis and machine intelligence (01.11.2023)
Published in IEEE transactions on pattern analysis and machine intelligence (01.11.2023)
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Journal Article
Counterfactuals and causability in explainable artificial intelligence: Theory, algorithms, and applications
Chou, Yu-Liang, Moreira, Catarina, Bruza, Peter, Ouyang, Chun, Jorge, Joaquim
Published in Information fusion (01.05.2022)
Published in Information fusion (01.05.2022)
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Journal Article
Hierarchical Fuzzy Model-Agnostic Explanation: Framework, Algorithms, and Interface for XAI
Yin, Faliang, Lam, Hak-Keung, Watson, David
Published in IEEE transactions on fuzzy systems (01.02.2025)
Published in IEEE transactions on fuzzy systems (01.02.2025)
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Journal Article
Interpretable heartbeat classification using local model-agnostic explanations on ECGs
Neves, Inês, Folgado, Duarte, Santos, Sara, Barandas, Marília, Campagner, Andrea, Ronzio, Luca, Cabitza, Federico, Gamboa, Hugo
Published in Computers in biology and medicine (01.06.2021)
Published in Computers in biology and medicine (01.06.2021)
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Journal Article