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Machine learning

Intra-individual gait patterns across different time-scales as revealed by means of a supervised learning model using kernel-based discriminant regression

Fabian Horst, Alexander Eekhoff, Karl M. Newell, Wolfgang I. Schöllhorn

published 15 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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Rigid geometry solves “curse of dimensionality” effects in clustering methods: An application to omics data

Shun Adachi

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 preliminary examination of the diagnostic value of deep learning in hip osteoarthritis

Yanping Xue, Rongguo Zhang, Yufeng Deng, Kuan Chen, Tao Jiang

published 02 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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A machine learning approach for gait speed estimation using skin-mounted wearable sensors: From healthy controls to individuals with multiple sclerosis

Ryan S. McGinnis, Nikhil Mahadevan, Yaejin Moon, Kirsten Seagers, Nirav Sheth, John A. Wright Jr., Steven DiCristofaro, Ikaro Silva, Elise Jortberg, Melissa Ceruolo, Jesus A. Pindado, Jacob Sosnoff, Roozbeh Ghaffari, Shyamal Patel

published 01 Jun 2017

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Distributed optimization of multi-class SVMs

Maximilian Alber, Julian Zimmert, Urun Dogan, Marius Kloft

published 01 Jun 2017

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Multispectral image fusion for illumination-invariant palmprint recognition

Longbin Lu, Xinman Zhang, Xuebin Xu, Dongpeng Shang

published 30 May 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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