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Matrix Profile XXVII: A Novel Distance Measure for Comparing Long Time Series


Dec 09, 2022
Audrey Der, Chin-Chia Michael Yeh, Renjie Wu, Junpeng Wang, Yan Zheng, Zhongfang Zhuang, Liang Wang, Wei Zhang, Eamonn Keogh

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* Accepted at IEEE ICKG 2022. (Previously entitled IEEE ICBK.) Abridged abstract as per arxiv's requirements 

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Quantized Wasserstein Procrustes Alignment of Word Embedding Spaces


Dec 05, 2022
Prince O Aboagye, Yan Zheng, Michael Yeh, Junpeng Wang, Zhongfang Zhuang, Huiyuan Chen, Liang Wang, Wei Zhang, Jeff Phillips

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* AMTA 2022 

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Embedding Compression with Hashing for Efficient Representation Learning in Large-Scale Graph


Aug 11, 2022
Chin-Chia Michael Yeh, Mengting Gu, Yan Zheng, Huiyuan Chen, Javid Ebrahimi, Zhongfang Zhuang, Junpeng Wang, Liang Wang, Wei Zhang

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* 11 pages 

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One-Shot Learning on Attributed Sequences


Jan 23, 2022
Zhongfang Zhuang, Xiangnan Kong, Elke Rundensteiner, Aditya Arora, Jihane Zouaoui

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Deep Learning on Attributed Sequences


Jan 23, 2022
Zhongfang Zhuang

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* PhD thesis 

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Error-bounded Approximate Time Series Joins using Compact Dictionary Representations of Time Series


Dec 24, 2021
Chin-Chia Michael Yeh, Yan Zheng, Junpeng Wang, Huiyuan Chen, Zhongfang Zhuang, Wei Zhang, Eamonn Keogh

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Online Multi-horizon Transaction Metric Estimation with Multi-modal Learning in Payment Networks


Sep 22, 2021
Chin-Chia Michael Yeh, Zhongfang Zhuang, Junpeng Wang, Yan Zheng, Javid Ebrahimi, Ryan Mercer, Liang Wang, Wei Zhang

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* 10 pages 

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MLAS: Metric Learning on Attributed Sequences


Nov 08, 2020
Zhongfang Zhuang, Xiangnan Kong, Elke Rundensteiner, Jihane Zouaoui, Aditya Arora

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* Accepted by IEEE Big Data 2020 

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Merchant Category Identification Using Credit Card Transactions


Nov 05, 2020
Chin-Chia Michael Yeh, Zhongfang Zhuang, Yan Zheng, Liang Wang, Junpeng Wang, Wei Zhang

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* 9 pages 

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Towards a Flexible Embedding Learning Framework


Sep 23, 2020
Chin-Chia Michael Yeh, Dhruv Gelda, Zhongfang Zhuang, Yan Zheng, Liang Gou, Wei Zhang

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* 10 pages 

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