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SMOTE for Learning from Imbalanced Data: Progress and Challenges, Marking the 15-year AnniversaryFernandez, Alberto ; Garcia, Salvador ; Herrera, Francisco ; Chawla, Nitesh V.The Journal of artificial intelligence research, 2018-04, Vol.61, p.863-905 [Periódico revisado por pares]San Francisco: AI Access FoundationTexto completo disponível |
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The Arcade Learning Environment: An Evaluation Platform for General AgentsBellemare, M. G. ; Naddaf, Y. ; Veness, J. ; Bowling, M.The Journal of artificial intelligence research, 2013-01, Vol.47, p.253-279 [Periódico revisado por pares]San Francisco: AI Access FoundationTexto completo disponível |
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Viewpoint: When Will AI Exceed Human Performance? Evidence from AI ExpertsGrace, Katja ; Salvatier, John ; Dafoe, Allan ; Zhang, Baobao ; Evans, OwainThe Journal of artificial intelligence research, 2018-07, Vol.62, p.729-754 [Periódico revisado por pares]San Francisco: AI Access FoundationTexto completo disponível |
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A Survey on the Explainability of Supervised Machine LearningBurkart, Nadia ; Huber, Marco F.The Journal of artificial intelligence research, 2021-01, Vol.70, p.245-317 [Periódico revisado por pares]San Francisco: AI Access FoundationTexto completo disponível |
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A Survey of Zero-shot Generalisation in Deep Reinforcement LearningKirk, Robert ; Zhang, Amy ; Grefenstette, Edward ; Rocktäschel, TimThe Journal of artificial intelligence research, 2023-01, Vol.76, p.201-264 [Periódico revisado por pares]San Francisco: AI Access FoundationTexto completo disponível |
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A Primer on Neural Network Models for Natural Language ProcessingGoldberg, YoavThe Journal of artificial intelligence research, 2016-11, Vol.57, p.345-420 [Periódico revisado por pares]San Francisco: AI Access FoundationTexto completo disponível |
| 7 |
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Benchmark and Survey of Automated Machine Learning FrameworksZöller, Marc-André ; Huber, Marco F.The Journal of artificial intelligence research, 2021-01, Vol.70, p.409-472 [Periódico revisado por pares]San Francisco: AI Access FoundationTexto completo disponível |
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On the Tractability of SHAP ExplanationsVan den Broeck, Guy ; Lykov, Anton ; Schleich, Maximilian ; Suciu, DanThe Journal of artificial intelligence research, 2022-01, Vol.74, p.851-886 [Periódico revisado por pares]San Francisco: AI Access FoundationTexto completo disponível |
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A Survey on Transfer Learning for Multiagent Reinforcement Learning SystemsSilva, Felipe Leno Da ; Costa, Anna Helena RealiThe Journal of artificial intelligence research, 2019-01, Vol.64, p.645-703 [Periódico revisado por pares]San Francisco: AI Access FoundationTexto completo disponível |
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Explainable Deep Learning: A Field Guide for the UninitiatedRas, Gabrielle ; Xie, Ning ; Van Gerven, Marcel ; Doran, DerekThe Journal of artificial intelligence research, 2022-01, Vol.73, p.329-397 [Periódico revisado por pares]San Francisco: AI Access FoundationTexto completo disponível |
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