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Machine learning

Meaningless comparisons lead to false optimism in medical machine learning

Orianna DeMasi, Konrad Kording, Benjamin Recht

published 26 Sep 2017

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Combination of minimum enclosing balls classifier with SVM in coal-rock recognition

QingJun Song, HaiYan Jiang, Qinghui Song, XieGuang Zhao, Xiaoxuan Wu

published 22 Sep 2017

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Multiple Cayley-Klein metric learning

Yanhong Bi, Bin Fan, Fuchao Wu

published 21 Sep 2017

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A novel feature ranking method for prediction of cancer stages using proteomics data

Ehsan Saghapour, Saeed Kermani, Mohammadreza Sehhati

published 21 Sep 2017

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Am I who I say I am? Unobtrusive self-representation and personality recognition on Facebook

Margeret Hall, Simon Caton

published 19 Sep 2017

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Deep learning approach to bacterial colony classification

Bartosz Zieliński, Anna Plichta, Krzysztof Misztal, Przemysław Spurek, Monika Brzychczy-Włoch, Dorota Ochońska

published 14 Sep 2017

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Application of unsupervised analysis techniques to lung cancer patient data

Chip M. Lynch, Victor H. van Berkel, Hermann B. Frieboes

published 14 Sep 2017

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A detailed comparison of analysis processes for MCC-IMS data in disease classification—Automated methods can replace manual peak annotations

Salome Horsch, Dominik Kopczynski, Elias Kuthe, Jörg Ingo Baumbach, Sven Rahmann, Jörg Rahnenführer

published 14 Sep 2017

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To what degree does the missing-data technique influence the estimated growth in learning strategies over time? A tutorial example of sensitivity analysis for longitudinal data

Liesje Coertjens, Vincent Donche, Sven De Maeyer, Gert Vanthournout, Peter Van Petegem

published 13 Sep 2017

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NeuroPlace: Categorizing urban places according to mental states

Lulwah Al-barrak, Eiman Kanjo, Eman M. G. Younis

published 12 Sep 2017

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Optimisation of a machine learning algorithm in human locomotion using principal component and discriminant function analyses

Maria Bisele, Martin Bencsik, Martin G. C. Lewis, Cleveland T. Barnett

published 08 Sep 2017

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Automatic machine-learning based identification of jogging periods from accelerometer measurements of adolescents under field conditions

Eftim Zdravevski, Biljana Risteska Stojkoska, Marie Standl, Holger Schulz

published 07 Sep 2017

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Predicting active-layer soil thickness using topographic variables at a small watershed scale

Aidi Li, Xing Tan, Wei Wu, Hongbin Liu, Jie Zhu

published 06 Sep 2017

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