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Is Image Encoding Beneficial for Deep Learning in Finance? An Analysis of Image Encoding Methods for the Application of Convolutional Neural Networks in Finance

Oct 17, 2020
Dan Wang, Tianrui Wang, Ionuţ Florescu

* 12 pages, 7 figures, 13 tables in the main content. IEEE Internet of Things Journal 

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Application of Deep Neural Networks to assess corporate Credit Rating

Mar 04, 2020
Parisa Golbayani, Dan Wang, Ionut Florescu

* 19 pages, 10 tables 

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CHAIN: Concept-harmonized Hierarchical Inference Interpretation of Deep Convolutional Neural Networks

Feb 05, 2020
Dan Wang, Xinrui Cui, Z. Jane Wang


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Distributed Machine Learning through Heterogeneous Edge Systems

Nov 16, 2019
Hanpeng Hu, Dan Wang, Chuan Wu

* Copyright 2020, Association for the Advancement of Artificial Intelligence (www.aaai.org). All rights reserved 

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Mobile APP User Attribute Prediction by Heterogeneous Information Network Modeling

Oct 06, 2019
Hekai Zhang, Jibing Gong, Zhiyong Teng, Dan Wang, Hongfei Wang, Linfeng Du, Zakirul Alam Bhuiyan

* 10 pages,3 figures,International Conference on Dependability in Sensor, Cloud, and Big Data Systems and Applications 

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W-RNN: News text classification based on a Weighted RNN

Sep 28, 2019
Dan Wang, Jibing Gong, Yaxi Song

* 7 pages, 10 figures 

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Network Transfer Learning via Adversarial Domain Adaptation with Graph Convolution

Sep 04, 2019
Quanyu Dai, Xiao Shen, Xiao-Ming Wu, Dan Wang

* Submitted to IEEE Transactions on Knowledge and Data Engineering 

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Adversarial Training Methods for Network Embedding

Aug 30, 2019
Quanyu Dai, Xiao Shen, Liang Zhang, Qiang Li, Dan Wang

* The World Wide Web Conference 2019, WWW'19 

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CHIP: Channel-wise Disentangled Interpretation of Deep Convolutional Neural Networks

Feb 07, 2019
Xinrui Cui, Dan Wang, Z. Jane Wang

* 15 pages, 10 figures 

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SPI-Optimizer: an integral-Separated PI Controller for Stochastic Optimization

Dec 29, 2018
Dan Wang, Mengqi Ji, Yong Wang, Haoqian Wang, Lu Fang


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Adversarial Network Embedding

Nov 21, 2017
Quanyu Dai, Qiang Li, Jian Tang, Dan Wang

* AAAI 2018 

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Supervised Deep Hashing for Hierarchical Labeled Data

Sep 12, 2017
Dan Wang, Heyan Huang, Chi Lu, Bo-Si Feng, Liqiang Nie, Guihua Wen, Xian-Ling Mao

* 9 pages 

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