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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

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

Chang Zhou, Hua Yu, [ ... ], Xiu-Jun Gong

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

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

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

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

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

Seungwook Kim, Daeyoung Choi, Eunjung Lee, Wonjong Rhee

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

Omar Aziz, Jochen Klenk, [ ... ], Stephen N. Robinovitch

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

Ana Luiza Dallora, Shahryar Eivazzadeh, [ ... ], Peter Anderberg

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