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Machine learning algorithms

A computational method for the identification of candidate drugs for non-small cell lung cancer

Lei Chen, Jing Lu, Tao Huang, Yu-Dong Cai

published 18 Aug 2017

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Multi-scale encoding of amino acid sequences for predicting protein interactions using gradient boosting decision tree

Chang Zhou, Hua Yu, Yijie Ding, Fei Guo, Xiu-Jun Gong

published 08 Aug 2017

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Detecting representative data and generating synthetic samples to improve learning accuracy with imbalanced data sets

Der-Chiang Li, Susan C. Hu, Liang-Sian Lin, Chun-Wu Yeh

published 03 Aug 2017

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CRISPRpred: A flexible and efficient tool for sgRNAs on-target activity prediction in CRISPR/Cas9 systems

Md. Khaledur Rahman, M. Sohel Rahman

published 02 Aug 2017

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Adaptive Swarm Balancing Algorithms for rare-event prediction in imbalanced healthcare data

Jinyan Li, Lian-sheng Liu, Simon Fong, Raymond K. Wong, Sabah Mohammed, Jinan Fiaidhi, Yunsick Sung, Kelvin K. L. Wong

published 28 Jul 2017

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Predicting diabetes mellitus using SMOTE and ensemble machine learning approach: The Henry Ford ExercIse Testing (FIT) project

Manal Alghamdi, Mouaz Al-Mallah, Steven Keteyian, Clinton Brawner, Jonathan Ehrman, Sherif Sakr

published 24 Jul 2017

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Protein asparagine deamidation prediction based on structures with machine learning methods

Lei Jia, Yaxiong Sun

published 21 Jul 2017

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Improving deep convolutional neural networks with mixed maxout units

Hui-zhen Zhao, Fu-xian Liu, Long-yue Li

published 20 Jul 2017

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Urban air quality forecasting based on multi-dimensional collaborative Support Vector Regression (SVR): A case study of Beijing-Tianjin-Shijiazhuang

Bing-Chun Liu, Arihant Binaykia, Pei-Chann Chang, Manoj Kumar Tiwari, Cheng-Chin Tsao

published 14 Jul 2017

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Non-invasive localization of atrial ectopic beats by using simulated body surface P-wave integral maps

Ana Ferrer-Albero, Eduardo J. Godoy, Miguel Lozano, Laura Martínez-Mateu, Felipe Atienza, Javier Saiz, Rafael Sebastian

published 13 Jul 2017

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Churn prediction of mobile and online casual games using play log data

Seungwook Kim, Daeyoung Choi, Eunjung Lee, Wonjong Rhee

published 05 Jul 2017

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Validation of accuracy of SVM-based fall detection system using real-world fall and non-fall datasets

Omar Aziz, Jochen Klenk, Lars Schwickert, Lorenzo Chiari, Clemens Becker, Edward J. Park, Greg Mori, Stephen N. Robinovitch

published 05 Jul 2017

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Machine learning and microsimulation techniques on the prognosis of dementia: A systematic literature review

Ana Luiza Dallora, Shahryar Eivazzadeh, Emilia Mendes, Johan Berglund, Peter Anderberg

published 29 Jun 2017

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