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[1] KANTER J M，VEERAMACHANENI K.Deep feature synthesis：Towards automating data science endeavors[C]//IEEE.2015 IEEE International Conference on Data Science and Advanced Analytics（DSAA）.Washington，DC：IEEE Computational Intelligence Magazine，2015：1-10.
[2] 刘建平.梯度提升树（GBDT）原理小结[EB/OL].（2016-12-07）[2019-05-30]. https://www.cnblogs.com/pinard/p/6140514.html.
[3] HE X R，PAN J F，JIN O，et al.Practical lessons from predicting clicks on ads at Facebook[C]//ADKDD.Proceedings of the Eighth International Workshop on Data Mining for Online Advertising.New York：ACM，2014：1-9.
[4] CHRIST M，et al.The documentation of tsfresh[EB/OL].（2019-5-21）[2019-05-30]. https://tsfresh.readthedocs.io/en/latest/.
[5] BROWNLEE J.An introduction to feature selection[EB/OL].（2014-10-06）[2019-05-30]. http://machinelearningmastery.com/an-introduction-to-feature-selection/.
[6] zhiyong_will.机器学习中的特征：特征选择的方法以及注意点[EB/OL].（2014-10-12）[2019-05-30]. http://blog.csdn.net/google19890102/article/details/40019271.
[7] HALL M A，SMITH L A.Feature selection for machine learning：comparing a correlation-based filter approach to the wrapper[C]//KUMAR A N，RUSSELL I.Proceedings of the Twelfth International FLAIRS Conference.Menlo Park：AAAI Press，1999：235-239.
[8] KABIR M M，ISLAM M M，MURASE K.A new wrapper feature selection approach using neural network[J].Neurocomputing，2010，73（16-18）：3273-3283.
[9] KAUL A，MAHESHWARY S，PUDI V.AutoLearn-Automated feature generation and selection[C]//IEEE.2017 IEEE International Conference on Data Mining（ICDM）.Washington，DC：IEEE，2017：217-226.
[10] LAM H T，THIEBAUT J M，SINN M，et al.One button machine for automating feature engineering in relational databases[J].arXiv preprint arXiv：1706.00327，2017.
[11] KHURANA U，NARGESIAN F，SAMULOWITZ H，et al.Automating feature engineering[J].Transformation，2016，10（10）：10.
[12] KATZ G，SHIN E C R，SONG D.ExploreKit：Automatic feature generation and selection[C]//IEEE.IEEE 16th International Conference on Data Mining（ICDM）.Washington，DC：IEEE，2016：979-984.
[13] Khurana U，SAMULOWITZ H，TURAGA D.Feature engineering for predictive modeling using reinforcement learning[C]//AAAI.Thirty-Second AAAI Conference on Artificial Intelligence.Palo Alto：AAAI Press，2018.
[14] Wikipedia.Feature engineering[EB/OL]. https://en.wikipedia.org/wiki/Feature_engineering.