Random Warping Series: A Random Features Method for Time-Series
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Random Warping Series: A Random Features Method for Time-Series Embedding

14 September 2018

Michael Witbrock

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Papers citing "Random Warping Series: A Random Features Method for Time-Series Embedding"

11 / 11 papers shown

Title
Training Robust Deep Models for Time-Series Domain: Novel Algorithms and Theoretical Analysis Taha Belkhouja Yan Yan J. Doppa OOD AI4TS 77 9 0 09 Jul 2022
Towards Similarity-Aware Time-Series Classification Daochen Zha Kwei-Herng Lai Kaixiong Zhou Helen Zhou AI4TS 99 24 0 05 Jan 2022
TS2Vec: Towards Universal Representation of Time Series Zhihan Yue Yujing Wang Juanyong Duan Tianmeng Yang Congrui Huang Yu Tong Bixiong Xu AI4TS 141 590 0 19 Jun 2021
Efficient Global String Kernel with Random Features: Beyond Counting Substructures Lingfei Wu Ian En-Hsu Yen Siyu Huo Liang Zhao Kun Xu Liang Ma S. Ji Charu C. Aggarwal 76 5 0 25 Nov 2019
Scalable Global Alignment Graph Kernel Using Random Features: From Node Embedding to Graph Embedding Lingfei Wu Ian En-Hsu Yen Zhen Zhang Kun Xu Liang Zhao Xi Peng Yinglong Xia Charu C. Aggarwal 92 31 0 25 Nov 2019
Learning Behavioral Representations from Wearable Sensors N. Tavabi Homa Hosseinmardi J. Villatte A. Abeliuk Shrikanth Narayanan Emilio Ferrara Kristina Lerman 13 7 0 16 Nov 2019
Multi-stage Deep Classifier Cascades for Open World Recognition Xiaojie Guo Amir Alipour-Fanid Lingfei Wu Hemant Purohit Xiang Chen K. Zeng Liang Zhao ObjD 67 12 0 26 Aug 2019
Unsupervised Scalable Representation Learning for Multivariate Time Series Jean-Yves Franceschi Aymeric Dieuleveut Martin Jaggi SSL AI4TS 82 462 0 30 Jan 2019
Word Mover's Embedding: From Word2Vec to Document Embedding Lingfei Wu Ian En-Hsu Yen Kun Xu Fangli Xu Avinash Balakrishnan Pin-Yu Chen Pradeep Ravikumar Michael Witbrock 64 107 0 30 Oct 2018
A review on distance based time series classification A. Abanda U. Mori Jose A. Lozano AI4TS 78 252 0 12 Jun 2018
Space-efficient Feature Maps for String Alignment Kernels Yasuo Tabei Yoshihiro Yamanishi Rasmus Pagh 34 2 0 18 Feb 2018