暂无分享,去创建一个
[1] Misha Denil,et al. Noisy Activation Functions , 2016, ICML.
[2] Jian Sun,et al. Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification , 2015, 2015 IEEE International Conference on Computer Vision (ICCV).
[3] Houshang Darabi,et al. LSTM Fully Convolutional Networks for Time Series Classification , 2017, IEEE Access.
[4] David M. W. Powers,et al. Evaluation: from precision, recall and F-measure to ROC, informedness, markedness and correlation , 2011, ArXiv.
[5] Yoshua Bengio,et al. Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling , 2014, ArXiv.
[6] R. Lowry,et al. Concepts and Applications of Inferential Statistics , 2014 .
[7] Lawrence D. Jackel,et al. Backpropagation Applied to Handwritten Zip Code Recognition , 1989, Neural Computation.
[8] Mustafa Gul,et al. Statistical pattern recognition for Structural Health Monitoring using time series modeling: Theory and experimental verifications , 2009 .
[9] T. Pohlert. The Pairwise Multiple Comparison of Mean Ranks Package (PMCMR) , 2016 .
[10] Jason Lines,et al. Time series classification with ensembles of elastic distance measures , 2015, Data Mining and Knowledge Discovery.
[11] Olufemi A. Omitaomu,et al. Weighted dynamic time warping for time series classification , 2011, Pattern Recognit..
[12] Jonathan D. Cryer,et al. Time Series Analysis , 1986, Encyclopedia of Big Data.
[13] Geoffrey E. Hinton,et al. Rectified Linear Units Improve Restricted Boltzmann Machines , 2010, ICML.
[14] Jimmy Ba,et al. Adam: A Method for Stochastic Optimization , 2014, ICLR.
[15] Radford M. Neal. Pattern Recognition and Machine Learning , 2007, Technometrics.
[16] Yoshua Bengio,et al. Convolutional networks for images, speech, and time series , 1998 .
[17] Jean Ponce,et al. A Theoretical Analysis of Feature Pooling in Visual Recognition , 2010, ICML.
[18] Yixin Chen,et al. Multi-Scale Convolutional Neural Networks for Time Series Classification , 2016, ArXiv.
[19] J. Rotton,et al. Air pollution, weather, and violent crimes: concomitant time-series analysis of archival data. , 1985, Journal of personality and social psychology.
[20] Jason Lines,et al. Time-Series Classification with COTE: The Collective of Transformation-Based Ensembles , 2015, IEEE Transactions on Knowledge and Data Engineering.
[21] Janez Demsar,et al. Statistical Comparisons of Classifiers over Multiple Data Sets , 2006, J. Mach. Learn. Res..
[22] Markus Neuhäuser,et al. Wilcoxon Signed Rank Test , 2006 .
[23] George C. Runger,et al. A Bag-of-Features Framework to Classify Time Series , 2013, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[24] Hoon Sohn,et al. Damage diagnosis using time series analysis of vibration signals , 2001 .
[25] Eamonn Keogh. Exact Indexing of Dynamic Time Warping , 2002, VLDB.
[26] Sergey Ioffe,et al. Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift , 2015, ICML.
[27] Yoshua Bengio,et al. Understanding the difficulty of training deep feedforward neural networks , 2010, AISTATS.
[28] Chih-Hsiang Ho,et al. Time Series Analysis for Predicting the Occurrences of Large Scale Earthquakes , 2012 .
[29] Patrick Schäfer. The BOSS is concerned with time series classification in the presence of noise , 2014, Data Mining and Knowledge Discovery.
[30] Tim Oates,et al. Time series classification from scratch with deep neural networks: A strong baseline , 2016, 2017 International Joint Conference on Neural Networks (IJCNN).
[31] Nasser M. Nasrabadi,et al. Pattern Recognition and Machine Learning , 2006, Technometrics.