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Hyperparameter optimization: Foundations, algorithms, best practices, and open challenges
Bischl, Bernd, Binder, Martin, Lang, Michel, Pielok, Tobias, Richter, Jakob, Coors, Stefan, Thomas, Janek, Ullmann, Theresa, Becker, Marc, Boulesteix, Anne‐Laure, Deng, Difan, Lindauer, Marius
Published in Wiley interdisciplinary reviews. Data mining and knowledge discovery (01.03.2023)
Published in Wiley interdisciplinary reviews. Data mining and knowledge discovery (01.03.2023)
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Remote patient monitoring using artificial intelligence: Current state, applications, and challenges
Shaik, Thanveer, Tao, Xiaohui, Higgins, Niall, Li, Lin, Gururajan, Raj, Zhou, Xujuan, Acharya, U. Rajendra
Published in Wiley interdisciplinary reviews. Data mining and knowledge discovery (01.03.2023)
Published in Wiley interdisciplinary reviews. Data mining and knowledge discovery (01.03.2023)
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Bias in data‐driven artificial intelligence systems—An introductory survey
Ntoutsi, Eirini, Fafalios, Pavlos, Gadiraju, Ujwal, Iosifidis, Vasileios, Nejdl, Wolfgang, Vidal, Maria‐Esther, Ruggieri, Salvatore, Turini, Franco, Papadopoulos, Symeon, Krasanakis, Emmanouil, Kompatsiaris, Ioannis, Kinder‐Kurlanda, Katharina, Wagner, Claudia, Karimi, Fariba, Fernandez, Miriam, Alani, Harith, Berendt, Bettina, Kruegel, Tina, Heinze, Christian, Broelemann, Klaus, Kasneci, Gjergji, Tiropanis, Thanassis, Staab, Steffen
Published in Wiley interdisciplinary reviews. Data mining and knowledge discovery (01.05.2020)
Published in Wiley interdisciplinary reviews. Data mining and knowledge discovery (01.05.2020)
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A survey on datasets for fairness‐aware machine learning
Le Quy, Tai, Roy, Arjun, Iosifidis, Vasileios, Zhang, Wenbin, Ntoutsi, Eirini
Published in Wiley interdisciplinary reviews. Data mining and knowledge discovery (01.05.2022)
Published in Wiley interdisciplinary reviews. Data mining and knowledge discovery (01.05.2022)
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A systematic review of Green AI
Verdecchia, Roberto, Sallou, June, Cruz, Luís
Published in Wiley interdisciplinary reviews. Data mining and knowledge discovery (01.07.2023)
Published in Wiley interdisciplinary reviews. Data mining and knowledge discovery (01.07.2023)
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Deep learning for remote sensing image classification: A survey
Li, Ying, Zhang, Haokui, Xue, Xizhe, Jiang, Yenan, Shen, Qiang
Published in Wiley interdisciplinary reviews. Data mining and knowledge discovery (01.11.2018)
Published in Wiley interdisciplinary reviews. Data mining and knowledge discovery (01.11.2018)
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The role of AI for developing digital twins in healthcare: The case of cancer care
Kaul, Rohit, Ossai, Chinedu, Forkan, Abdur Rahim Mohammad, Jayaraman, Prem Prakash, Zelcer, John, Vaughan, Stephen, Wickramasinghe, Nilmini
Published in Wiley interdisciplinary reviews. Data mining and knowledge discovery (01.01.2023)
Published in Wiley interdisciplinary reviews. Data mining and knowledge discovery (01.01.2023)
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Anomaly detection by robust statistics
Rousseeuw, Peter J., Hubert, Mia
Published in Wiley interdisciplinary reviews. Data mining and knowledge discovery (01.03.2018)
Published in Wiley interdisciplinary reviews. Data mining and knowledge discovery (01.03.2018)
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Exploring the convergence of Metaverse, Blockchain, and AI: A comprehensive survey of enabling technologies, applications, challenges, and future directions
Uddin, Mueen, Obaidat, Muath, Manickam, Selvakumar, Laghari, Shams Ul Arfeen, Dandoush, Abdulhalim, Ullah, Hidayat, Ullah, Syed Sajid
Published in Wiley interdisciplinary reviews. Data mining and knowledge discovery (01.11.2024)
Published in Wiley interdisciplinary reviews. Data mining and knowledge discovery (01.11.2024)
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