Time2Graph: Revisiting Time Series Modeling with Dynamic Shapelets

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Time2Graph: Revisiting Time Series Modeling with Dynamic Shapelets

11 November 2019

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Papers citing "Time2Graph: Revisiting Time Series Modeling with Dynamic Shapelets"

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Title
Graph Embedding Techniques, Applications, and Performance: A Survey Palash Goyal Emilio Ferrara GNN AI4TS 139 1,731 0 08 May 2017
node2vec: Scalable Feature Learning for Networks Aditya Grover J. Leskovec 198 10,924 0 03 Jul 2016
LSTM-based Encoder-Decoder for Multi-sensor Anomaly Detection Pankaj Malhotra Anusha Ramakrishnan G. Anand Lovekesh Vig Puneet Agarwal Gautam M. Shroff AI4TS 91 959 0 01 Jul 2016
Composing graphical models with neural networks for structured representations and fast inference Matthew J. Johnson David Duvenaud Alexander B. Wiltschko S. R. Datta Ryan P. Adams BDL OCL 92 485 0 20 Mar 2016
XGBoost: A Scalable Tree Boosting System Tianqi Chen Carlos Guestrin 825 39,255 0 09 Mar 2016
Multivariate Time Series Classification Using Dynamic Time Warping Template Selection for Human Activity Recognition Skyler Seto Wenyu Zhang Yichen Zhou 54 148 0 21 Dec 2015
Scalable Link Prediction in Dynamic Networks via Non-Negative Matrix Factorization Linhong Zhu Dong Guo Junming Yin Greg Ver Steeg Aram Galstyan 123 200 0 13 Nov 2014
DeepWalk: Online Learning of Social Representations Bryan Perozzi Rami Al-Rfou Steven Skiena HAI 273 9,816 0 26 Mar 2014
A Time Series Forest for Classification and Feature Extraction Houtao Deng G. Runger E. Tuv V. Martyanov 89 544 0 09 Feb 2013
Experimental Comparison of Representation Methods and Distance Measures for Time Series Data Xiaoyue Wang Hui Ding Goce Trajcevski P. Scheuermann Eamonn Keogh AI4TS 88 849 0 09 Dec 2010