我写作本章时参考了以下网站,读者要想进一步学习,欢迎到这些网站进一步了解更多信息:
·http://colah.github.io/posts/2015-08-Understanding-LSTMs/
·https://github.com/tensorflow/tensorflow/tree/master/tensorflow/examples/learn
·https://www.tensorflow.org/get_started/tflearn
·https://github.com/tflearn/tflearn/blob/master/examples/nlp/
·http://rdc.hundsun.com/portal/article/656.html
还有一些参考文献值得一读:
[1] R C Staudemeyer,C W Omlin.Evaluating Performance of Long Short-Term Memory Recurrent Neural Networks on Intrusion Detection Data.South African Institute for Computer Scientists&Information Technologists Conference,2013.
[2] L Bontemps,V L Cao,J Mcdermott,NA Le-Khac.Collective Anomaly Detection Based on Long Short-Term Memory Recurrent Neural Networks.International Conference on Future Data&Security Engineering,2016.
[3] William Melicher,Blase Ur,Sean M Segreti,Saranga Komanduri,Lujo Bauer,Nicolas Christin,Lorrie Faith Cranor.Fast,Lean,and Accurate:Modeling Password Guessability Using Neural Networks.Carnegie Mellon University,2016.
[4] Bo Pang,Lillian Lee,Shivakumar Vaithyanathan.Thumbs up?:Sentiment Classification Using Machine Learning Techniques,Proceedings of EMNLP,79-86,2002.
[5] Schonlau M,Couper M.Semi-Automated Categorization of Open-Ended Questions.Survey Research Methods,10(2):143-152,2016.