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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

* 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

* 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

* 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

* 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

* 10 pages 

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Multi-stream RNN for Merchant Transaction Prediction


Jul 25, 2020
Zhongfang Zhuang, Chin-Chia Michael Yeh, Liang Wang, Wei Zhang, Junpeng Wang

* Accepted by KDD 2020 Workshop on Machine Learning in Finance 

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Multi-future Merchant Transaction Prediction


Jul 10, 2020
Chin-Chia Michael Yeh, Zhongfang Zhuang, Wei Zhang, Liang Wang


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Attributed Sequence Embedding


Nov 03, 2019
Zhongfang Zhuang, Xiangnan Kong, Elke Rundensteiner, Jihane Zouaoui, Aditya Arora

* Accepted by IEEE Big Data 2019 

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