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Decision tree learning

Improving the performance of lexicon-based review sentiment analysis method by reducing additional introduced sentiment bias

Hongyu Han, Yongshi Zhang, Jianpei Zhang, Jing Yang, Xiaomei Zou

published 24 Aug 2018

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Experienced mental workload, perception of usability, their interaction and impact on task performance

Luca Longo

published 01 Aug 2018

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Machine learning-based identification of genetic interactions from heterogeneous gene expression profiles

Chihyun Park, JungRim Kim, Jeongwoo Kim, Sanghyun Park

published 26 Jul 2018

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ENTPRISE-X: Predicting disease-associated frameshift and nonsense mutations

Hongyi Zhou, Mu Gao, Jeffrey Skolnick

published 03 May 2018

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An automated, high-throughput plant phenotyping system using machine learning-based plant segmentation and image analysis

Unseok Lee, Sungyul Chang, Gian Anantrio Putra, Hyoungseok Kim, Dong Hwan Kim

published 27 Apr 2018

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Digital case-based learning system in school

Peipei Gu, Jiayang Guo

published 06 Nov 2017

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Mapping land cover change over continental Africa using Landsat and Google Earth Engine cloud computing

Alemayehu Midekisa, Felix Holl, David J. Savory, Ricardo Andrade-Pacheco, Peter W. Gething, Adam Bennett, Hugh J. W. Sturrock

published 27 Sep 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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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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Vertical ground reaction force marker for Parkinson’s disease

Md Nafiul Alam, Amanmeet Garg, Tamanna Tabassum Khan Munia, Reza Fazel-Rezai, Kouhyar Tavakolian

published 11 May 2017

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An alternative reference space for H&E color normalization

Mark D. Zarella, Chan Yeoh, David E. Breen, Fernando U. Garcia

published 29 Mar 2017

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The risk of disabling, surgery and reoperation in Crohn’s disease – A decision tree-based approach to prognosis

Cláudia Camila Dias, Pedro Pereira Rodrigues, Samuel Fernandes, Francisco Portela, Paula Ministro, Diana Martins, Paula Sousa, Paula Lago, Isadora Rosa, Luis Correia, Paula Moura Santos, Fernando Magro

published 22 Feb 2017

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An efficient incremental learning mechanism for tracking concept drift in spam filtering

Jyh-Jian Sheu, Ko-Tsung Chu, Nien-Feng Li, Cheng-Chi Lee

published 09 Feb 2017

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