Autowarp: Learning a Warping Distance from Unlabeled Time Series Using Sequence Autoencoders

23 October 2018

Papers citing "Autowarp: Learning a Warping Distance from Unlabeled Time Series Using Sequence Autoencoders"

13 / 13 papers shown

Title
DETECT: Deep Trajectory Clustering for Mobility-Behavior Analysis Mingxuan Yue Yaguang Li Haoze Yang Ritesh Ahuja Yao-Yi Chiang Cyrus Shahabi 39 32 0 03 Mar 2020
Clinically Meaningful Comparisons Over Time: An Approach to Measuring Patient Similarity based on Subsequence Alignment Dev Goyal Z. Syed Jenna Wiens 28 5 0 02 Mar 2018
Time Series Anomaly Detection; Detection of anomalous drops with limited features and sparse examples in noisy highly periodic data Dominique T. Shipmon Jason M. Gurevitch Paolo Piselli Stephen T. Edwards AI4TS 31 131 0 11 Aug 2017
TimeNet: Pre-trained deep recurrent neural network for time series classification Pankaj Malhotra T. Vishnu Lovekesh Vig Puneet Agarwal Gautam M. Shroff AI4TS 41 171 0 23 Jun 2017
Time Series Classification from Scratch with Deep Neural Networks: A Strong Baseline Zhiguang Wang Weizhong Yan Tim Oates AI4TS 60 1,646 0 20 Nov 2016
Modeling Time Series Similarity with Siamese Recurrent Networks Wenjie Pei David Tax Laurens van der Maaten AI4TS 46 52 0 15 Mar 2016
Learning to Diagnose with LSTM Recurrent Neural Networks Zachary Chase Lipton David C. Kale Charles Elkan R. Wetzel 62 1,102 0 11 Nov 2015
Semi-supervised Sequence Learning Andrew M. Dai Quoc V. Le SSL 109 1,232 0 04 Nov 2015
Review and Perspective for Distance Based Trajectory Clustering Philippe C. Besse Brendan Guillouet Jean-Michel Loubes François Royer 25 47 0 20 Aug 2015
Distilling the Knowledge in a Neural Network Geoffrey E. Hinton Oriol Vinyals J. Dean FedML 246 19,523 0 09 Mar 2015
Unsupervised Learning of Video Representations using LSTMs Nitish Srivastava Elman Mansimov Ruslan Salakhutdinov SSL 115 2,588 0 16 Feb 2015
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 295 20,491 0 10 Sep 2014
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 302 33,445 0 16 Oct 2013