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Material Type: Artigo
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Coupling machine learning and crop modeling improves crop yield prediction in the US Corn BeltShahhosseini, Mohsen ; Hu, Guiping ; Huber, Isaiah ; Archontoulis, Sotirios VScientific reports, 2021-01, Vol.11 (1), p.1606-1606, Article 1606 [Periódico revisado por pares]England: Nature Publishing GroupTexto completo disponível |
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Material Type: Artigo
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Early detection of type 2 diabetes mellitus using machine learning-based prediction modelsKopitar, Leon ; Kocbek, Primoz ; Cilar, Leona ; Sheikh, Aziz ; Stiglic, GregorScientific reports, 2020-07, Vol.10 (1), p.11981, Article 11981 [Periódico revisado por pares]England: Nature Publishing GroupTexto completo disponível |
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Material Type: Artigo
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Predictive modeling of depression and anxiety using electronic health records and a novel machine learning approach with artificial intelligenceNemesure, Matthew D ; Heinz, Michael V ; Huang, Raphael ; Jacobson, Nicholas CScientific reports, 2021-01, Vol.11 (1), p.1980-1980, Article 1980 [Periódico revisado por pares]England: Nature Publishing GroupTexto completo disponível |
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Material Type: Artigo
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Machine learning prediction for mortality of patients diagnosed with COVID-19: a nationwide Korean cohort studyAn, Chansik ; Lim, Hyunsun ; Kim, Dong-Wook ; Chang, Jung Hyun ; Choi, Yoon Jung ; Kim, Seong WooScientific reports, 2020-10, Vol.10 (1), p.18716-18716, Article 18716 [Periódico revisado por pares]England: Nature Publishing GroupTexto completo disponível |
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Material Type: Artigo
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Forecasting Air Quality in Taiwan by Using Machine LearningLee, Mike ; Lin, Larry ; Chen, Chih-Yuan ; Tsao, Yu ; Yao, Ting-Hsuan ; Fei, Min-Han ; Fang, Shih-HauScientific reports, 2020-03, Vol.10 (1), p.4153, Article 4153 [Periódico revisado por pares]England: Nature Publishing GroupTexto completo disponível |
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Material Type: Artigo
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Prediction of dengue outbreak in Selangor Malaysia using machine learning techniquesSalim, Nurul Azam Mohd ; Wah, Yap Bee ; Reeves, Caitlynn ; Smith, Madison ; Yaacob, Wan Fairos Wan ; Mudin, Rose Nani ; Dapari, Rahmat ; Sapri, Nik Nur Fatin Fatihah ; Haque, UbydulScientific reports, 2021-01, Vol.11 (1), p.939-939, Article 939 [Periódico revisado por pares]England: Nature Publishing GroupTexto completo disponível |
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Material Type: Artigo
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Evaluation of multi-hazard map produced using MaxEnt machine learning techniqueJavidan, Narges ; Kavian, Ataollah ; Pourghasemi, Hamid Reza ; Conoscenti, Christian ; Jafarian, Zeinab ; Rodrigo-Comino, JesúsScientific reports, 2021-03, Vol.11 (1), p.6496-6496, Article 6496 [Periódico revisado por pares]England: Nature Publishing GroupTexto completo disponível |
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Material Type: Artigo
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Classification of Imbalanced Data:Review of Methods and ApplicationsKumar, Pradeep ; Bhatnagar, Roheet ; Gaur, Kuntal ; Bhatnagar, AnuragIOP conference series. Materials Science and Engineering, 2021-03, Vol.1099 (1), p.12077 [Periódico revisado por pares]Bristol: IOP PublishingTexto completo disponível |
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Material Type: Artigo
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Predictive modeling of clinical trial terminations using feature engineering and embedding learningElkin, Magdalyn E ; Zhu, XingquanScientific reports, 2021-02, Vol.11 (1), p.3446-3446, Article 3446 [Periódico revisado por pares]England: Nature Publishing GroupTexto completo disponível |
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Material Type: Artigo
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Enabling deeper learning on big data for materials informatics applicationsJha, Dipendra ; Gupta, Vishu ; Ward, Logan ; Yang, Zijiang ; Wolverton, Christopher ; Foster, Ian ; Liao, Wei-Keng ; Choudhary, Alok ; Agrawal, AnkitScientific reports, 2021-02, Vol.11 (1), p.4244-4244, Article 4244 [Periódico revisado por pares]England: Nature Publishing GroupTexto completo disponível |