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Machine learning algorithms

Supervised filters for EEG signal in naturally occurring epilepsy forecasting

Francisco Javier Muñoz-Almaraz, Francisco Zamora-Martínez, Paloma Botella-Rocamora, Juan Pardo

published 20 Jun 2017

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Accurate prediction of functional effects for variants by combining gradient tree boosting with optimal neighborhood properties

Yuliang Pan, Diwei Liu, Lei Deng

published 14 Jun 2017

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Computer-aided detection of brain metastasis on 3D MR imaging: Observer performance study

Leonard Sunwoo, Young Jae Kim, Seung Hong Choi, Kwang-Gi Kim, Ji Hee Kang, Yeonah Kang, Yun Jung Bae, Roh-Eul Yoo, Jihang Kim, Kyong Joon Lee, Seung Hyun Lee, Byung Se Choi, Cheolkyu Jung, Chul-Ho Sohn, Jae Hyoung Kim

published 08 Jun 2017

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Video based object representation and classification using multiple covariance matrices

Yurong Zhang, Quan Liu

published 08 Jun 2017

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Understanding the dynamics of terrorism events with multiple-discipline datasets and machine learning approach

Fangyu Ding, Quansheng Ge, Dong Jiang, Jingying Fu, Mengmeng Hao

published 07 Jun 2017

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A productive clash of perspectives? The interplay between articles’ and authors’ perspectives and their impact on Wikipedia edits in a controversial domain

Jens Jirschitzka, Joachim Kimmerle, Iassen Halatchliyski, Julia Hancke, Detmar Meurers, Ulrike Cress

published 02 Jun 2017

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Optimal classifier for imbalanced data using Matthews Correlation Coefficient metric

Sabri Boughorbel, Fethi Jarray, Mohammed El-Anbari

published 02 Jun 2017

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Electroencephalogram-based decoding cognitive states using convolutional neural network and likelihood ratio based score fusion

Raheel Zafar, Sarat C. Dass, Aamir Saeed Malik

published 30 May 2017

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Development of machine learning models for diagnosis of glaucoma

Seong Jae Kim, Kyong Jin Cho, Sejong Oh

published 23 May 2017

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Thermal stability and kinetic constants for 129 variants of a family 1 glycoside hydrolase reveal that enzyme activity and stability can be separately designed

Dylan Alexander Carlin, Siena Hapig-Ward, Bill Wayne Chan, Natalie Damrau, Mary Riley, Ryan W. Caster, Bowen Bethards, Justin B. Siegel

published 22 May 2017

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Scanning double-sided documents without incurring show-through by learning to fuse two complementary images using multilayer perceptron

Yuzhong Chen

published 10 May 2017

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Multi-label spacecraft electrical signal classification method based on DBN and random forest

Ke Li, Nan Yu, Pengfei Li, Shimin Song, Yalei Wu, Yang Li, Meng Liu

published 09 May 2017

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Surnames and ancestry in Brazil

Leonardo Monasterio

published 08 May 2017

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