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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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A software defect prediction method based on sampling and integrationShen, Peng ; Ding, Xiaoming ; Mu, Xuyun ; Xu, JianingJournal of physics. Conference series, 2021-01, Vol.1732 (1), p.12002 [Periódico revisado por pares]IOP PublishingTexto completo disponível |
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Material Type: Artigo
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Disruption prediction and model analysis using LightGBM on J-TEXT and HL-2AZhong, Y ; Zheng, W ; Chen, Z Y ; Xia, F ; Yu, L M ; Wu, Q Q ; Ai, X K ; Shen, C S ; Yang, Z Y ; Yan, W ; Ding, Y H ; Liang, Y F ; Chen, Z P ; Tong, R H ; Bai, W ; Fang, J G ; Li, FPlasma physics and controlled fusion, 2021-07, Vol.63 (7), p.75008 [Periódico revisado por pares]IOP PublishingTexto completo disponível |
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Material Type: Artigo
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Deep-learning for seizure forecasting in canines with epilepsyNejedly, Petr ; Kremen, Vaclav ; Sladky, Vladimir ; Nasseri, Mona ; Guragain, Hari ; Klimes, Petr ; Cimbalnik, Jan ; Varatharajah, Yogatheesan ; Brinkmann, Benjamin H ; Worrell, Gregory AJournal of neural engineering, 2019-06, Vol.16 (3), p.036031-036031 [Periódico revisado por pares]England: IOP PublishingTexto completo disponível |
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Material Type: Artigo
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Digital twin-driven machine learning: ball bearings fault severity classificationFarhat, Mohamed Habib ; Chiementin, Xavier ; Chaari, Fakher ; Bolaers, Fabrice ; Haddar, MohamedMeasurement science & technology, 2021-04, Vol.32 (4), p.44006 [Periódico revisado por pares]IOP PublishingTexto completo disponível |
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Material Type: Artigo
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Understanding and assembling user behaviours using features of Moodle data for eLearning usage from performance of course-student weblogChayanukro, S ; Mahmuddin, M ; Husni, HJournal of physics. Conference series, 2021-04, Vol.1869 (1), p.12087 [Periódico revisado por pares]Bristol: IOP PublishingTexto completo disponível |
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Material Type: Artigo
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Assessment of Prediction Models of Confirmed, Recovered and Deceased cases due to COVID-19Rakshit, P ; Debnath, S ; Mistri, J ; Kumar, SJournal of physics. Conference series, 2021-02, Vol.1797 (1), p.12004 [Periódico revisado por pares]Bristol: IOP PublishingTexto completo disponível |
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Material Type: Artigo
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A machine learning model for quantifying the effect of lifestyle interventions for patients with type 2 diabetes mellitusBi, Suhuan ; Ding, Xiangqian ; Yu, Shusong ; Guo, Baoqi ; Mu, Liangliang ; Wang, BinJournal of physics. Conference series, 2021-01, Vol.1732 (1), p.12006 [Periódico revisado por pares]IOP PublishingTexto completo disponível |
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Material Type: Artigo
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A review of using data mining and machine learning for predicting drug loading modeling in solid lipid nanoparticles containing curcuminWidyati, R ; Ashari, A ; AfiahayatiJournal of physics. Conference series, 2021-06, Vol.1918 (4), p.42015 [Periódico revisado por pares]Bristol: IOP PublishingTexto completo disponível |
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Material Type: Artigo
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Predicting Student Drop-Out in Higher Institution Using Data Mining TechniquesWan Yaacob, W F ; Mohd Sobri, N ; Nasir, S A Md ; Wan Yaacob, W F ; Norshahidi, N D ; Wan Husin, W ZJournal of physics. Conference series, 2020-03, Vol.1496 (1), p.12005 [Periódico revisado por pares]Bristol: IOP PublishingTexto completo disponível |