Result Number | Material Type | Add to My Shelf Action | Record Details and Options |
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Material Type: Artigo
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Comparative analysis of image classification algorithms based on traditional machine learning and deep learningWang, Pin ; Fan, En ; Wang, PengPattern recognition letters, 2021-01, Vol.141, p.61-67 [Periódico revisado por pares]Amsterdam: Elsevier B.VTexto completo disponível |
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Material Type: Artigo
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Deep-learning framework to detect lung abnormality – A study with chest X-Ray and lung CT scan imagesBhandary, Abhir ; Prabhu, G. Ananth ; Rajinikanth, V. ; Thanaraj, K. Palani ; Satapathy, Suresh Chandra ; Robbins, David E. ; Shasky, Charles ; Zhang, Yu-Dong ; Tavares, João Manuel R.S. ; Raja, N. Sri MadhavaPattern recognition letters, 2020-01, Vol.129, p.271-278 [Periódico revisado por pares]Amsterdam: Elsevier B.VTexto completo disponível |
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Material Type: Artigo
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Automated detection and classification of fundus diabetic retinopathy images using synergic deep learning modelShankar, K. ; Sait, Abdul Rahaman Wahab ; Gupta, Deepak ; Lakshmanaprabu, S.K. ; Khanna, Ashish ; Pandey, Hari MohanPattern recognition letters, 2020-05, Vol.133, p.210-216 [Periódico revisado por pares]Amsterdam: Elsevier B.VTexto completo disponível |
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Material Type: Artigo
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Natural neighbor: A self-adaptive neighborhood method without parameter KZhu, Qingsheng ; Feng, Ji ; Huang, JinlongPattern recognition letters, 2016-09, Vol.80, p.30-36 [Periódico revisado por pares]Elsevier B.VTexto completo disponível |
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Material Type: Artigo
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Imbalance-XGBoost: leveraging weighted and focal losses for binary label-imbalanced classification with XGBoostWang, Chen ; Deng, Chengyuan ; Wang, SuzhenPattern recognition letters, 2020-08, Vol.136, p.190-197 [Periódico revisado por pares]Amsterdam: Elsevier B.VTexto completo disponível |
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Material Type: Artigo
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Variable selection using random forestsGenuer, Robin ; Poggi, Jean-Michel ; Tuleau-Malot, ChristinePattern recognition letters, 2010-10, Vol.31 (14), p.2225-2236 [Periódico revisado por pares]Elsevier B.VTexto completo disponível |
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Material Type: Artigo
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Active deep neural network features selection for segmentation and recognition of brain tumors using MRI imagesSharif, Muhammad Irfan ; Li, Jian Ping ; Khan, Muhammad Attique ; Saleem, Muhammad AsimPattern recognition letters, 2020-01, Vol.129, p.181-189 [Periódico revisado por pares]Amsterdam: Elsevier B.VTexto completo disponível |
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Material Type: Artigo
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Using filter banks in Convolutional Neural Networks for texture classificationAndrearczyk, Vincent ; Whelan, Paul F.Pattern recognition letters, 2016-12, Vol.84, p.63-69 [Periódico revisado por pares]Amsterdam: Elsevier B.VTexto completo disponível |
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Material Type: Artigo
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On the performance of Matthews correlation coefficient (MCC) for imbalanced datasetZhu, QiumingPattern recognition letters, 2020-08, Vol.136, p.71-80 [Periódico revisado por pares]Amsterdam: Elsevier B.VTexto completo disponível |
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10 |
Material Type: Artigo
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Brain tumor segmentation and classification from magnetic resonance images: Review of selected methods from 2014 to 2019Tiwari, Arti ; Srivastava, Shilpa ; Pant, MilliePattern recognition letters, 2020-03, Vol.131, p.244-260 [Periódico revisado por pares]Amsterdam: Elsevier B.VTexto completo disponível |