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Machine learning

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

Md. Khaledur Rahman, M. Sohel Rahman

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

Jinyan Li, Lian-sheng Liu, [ ... ], Kelvin K. L. Wong

Preliminary research on the identification system for anthracnose and powdery mildew of sandalwood leaf based on image processing

Chunyan Wu, Xuefeng Wang

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

Manal Alghamdi, Mouaz Al-Mallah, [ ... ], Sherif Sakr

Protein asparagine deamidation prediction based on structures with machine learning methods

Lei Jia, Yaxiong Sun

Improving deep convolutional neural networks with mixed maxout units

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

A deep learning framework for financial time series using stacked autoencoders and long-short term memory

Wei Bao, Jun Yue, Yulei Rao

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, [ ... ], Cheng-Chin Tsao

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

Ana Ferrer-Albero, Eduardo J. Godoy, [ ... ], Rafael Sebastian

Cerebral ¹⁸F-FDG PET in macrophagic myofasciitis: An individual SVM-based approach

Paul Blanc-Durand, Axel Van Der Gucht, [ ... ], Emmanuel Itti

Application of near-infrared hyperspectral imaging to discriminate different geographical origins of Chinese wolfberries

Wenxin Yin, Chu Zhang, [ ... ], Yong He

Identifying the perceptive users for online social systems

Jian-Guo Liu, Xiao-Lu Liu, Qiang Guo, Jing-Ti Han

Individual ball possession in soccer

Daniel Link, Martin Hoernig

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