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Machine learning

Sparse Bayesian classification and feature selection for biological expression data with high correlations

Xian Yang, Wei Pan, Yike Guo

published 27 Dec 2017

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Perceptual training to improve hip fracture identification in conventional radiographs

Weijia Chen, David HolcDorf, Mark W. McCusker, Frank Gaillard, Piers D. L. Howe

published 21 Dec 2017

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Accurate and fast feature selection workflow for high-dimensional omics data

Yasset Perez-Riverol, Max Kuhn, Juan Antonio Vizcaíno, Marc-Phillip Hitz, Enrique Audain

published 20 Dec 2017

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An improved wrapper-based feature selection method for machinery fault diagnosis

Kar Hoou Hui, Ching Sheng Ooi, Meng Hee Lim, Mohd Salman Leong, Salah Mahdi Al-Obaidi

published 20 Dec 2017

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Classification of optic disc shape in glaucoma using machine learning based on quantified ocular parameters

Kazuko Omodaka, Guangzhou An, Satoru Tsuda, Yukihiro Shiga, Naoko Takada, Tsutomu Kikawa, Hidetoshi Takahashi, Hideo Yokota, Masahiro Akiba, Toru Nakazawa

published 19 Dec 2017

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A computational study on outliers in world music

Maria Panteli, Emmanouil Benetos, Simon Dixon

published 18 Dec 2017

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Forecasting influenza-like illness dynamics for military populations using neural networks and social media

Svitlana Volkova, Ellyn Ayton, Katherine Porterfield, Courtney D. Corley

published 15 Dec 2017

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Elastic K-means using posterior probability

Aihua Zheng, Bo Jiang, Yan Li, Xuehan Zhang, Chris Ding

published 14 Dec 2017

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Collaborative representation-based classification of microarray gene expression data

Lizhen Shen, Hua Jiang, Mingfang He, Guoqing Liu

published 13 Dec 2017

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Multilayer perceptron architecture optimization using parallel computing techniques

Wilson Castro, Jimy Oblitas, Roberto Santa-Cruz, Himer Avila-George

published 13 Dec 2017

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Particle swarm optimization-based automatic parameter selection for deep neural networks and its applications in large-scale and high-dimensional data

Fei Ye

published 13 Dec 2017

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White blood cell differential count of maturation stages in bone marrow smear using dual-stage convolutional neural networks

Jin Woo Choi, Yunseo Ku, Byeong Wook Yoo, Jung-Ah Kim, Dong Soon Lee, Young Jun Chai, Hyoun-Joong Kong, Hee Chan Kim

published 11 Dec 2017

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Supervised retinal vessel segmentation from color fundus images based on matched filtering and AdaBoost classifier

Nogol Memari, Abd Rahman Ramli, M. Iqbal Bin Saripan, Syamsiah Mashohor, Mehrdad Moghbel

published 11 Dec 2017

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