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Explainable Recommendation via Interpretable Feature Mapping and Evaluation of Explainability

Jul 12, 2020
Deng Pan, Xiangrui Li, Xin Li, Dongxiao Zhu

* IJCAI 2020, pages 2690-2696 
* Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence (IJCAI) 

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Defending against adversarial attacks on medical imaging AI system, classification or detection?

Jun 24, 2020
Xin Li, Deng Pan, Dongxiao Zhu


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COVID-MobileXpert: On-Device COVID-19 Screening using Snapshots of Chest X-Ray

Apr 13, 2020
Xin Li, Chengyin Li, Dongxiao Zhu

* COVID-19, CoVid-19, SARS-CoV-2, on-device machine learning, Chest X-Ray (CXR) 

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Toward Tag-free Aspect Based Sentiment Analysis: A Multiple Attention Network Approach

Mar 22, 2020
Yao Qiang, Xin Li, Dongxiao Zhu

* to appear in the proceedings of IJCNN'20 

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On the Learning Property of Logistic and Softmax Losses for Deep Neural Networks

Mar 04, 2020
Xiangrui Li, Xin Li, Deng Pan, Dongxiao Zhu

* AAAI2020. Previously this appeared as arXiv:1906.04026v2, which was submitted as a replacement by accident 

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Improve SGD Training via Aligning Mini-batches

Feb 27, 2020
Xiangrui Li, Deng Pan, Xin Li, Dongxiao Zhu


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Improve SGD Training via Aligning Min-batches

Feb 23, 2020
Xiangrui Li, Deng Pan, Xin Li, Dongxiao Zhu


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Representation Learning with Autoencoders for Electronic Health Records: A Comparative Study

Sep 20, 2019
Najibesadat Sadati, Milad Zafar Nezhad, Ratna Babu Chinnam, Dongxiao Zhu

* Reason: This submission is the extension of our other research which has already submitted in arXiv (arXiv:1801.02961), therefore we decided update that version and withdraw this submission 

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Tackling Multiple Ordinal Regression Problems: Sparse and Deep Multi-Task Learning Approaches

Jul 29, 2019
Lu Wang, Dongxiao Zhu

* 18 pages, 2 figures 

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Vispi: Automatic Visual Perception and Interpretation of Chest X-rays

Jun 12, 2019
Xin Li, Rui Cao, Dongxiao Zhu


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CRCEN: A Generalized Cost-sensitive Neural Network Approach for Imbalanced Classification

Jun 10, 2019
Xiangrui Li, Dongxiao Zhu


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Interpreting Age Effects of Human Fetal Brain from Spontaneous fMRI using Deep 3D Convolutional Neural Networks

Jun 09, 2019
Xiangrui Li, Jasmine Hect, Moriah Thomason, Dongxiao Zhu

* 9 pages 

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Multi-task Prediction of Patient Workload

Dec 27, 2018
Mohammad Hessam Olya, Dongxiao Zhu, Kai Yang


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A Deep Active Survival Analysis Approach for Precision Treatment Recommendations: Application of Prostate Cancer

Apr 10, 2018
Milad Zafar Nezhad, Najibesadat Sadati, Kai Yang, Dongxiao Zhu

* Expert Systems with Applications Volume 115, January 2019, Pages 16-26 

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A Predictive Approach Using Deep Feature Learning for Electronic Medical Records: A Comparative Study

Jan 06, 2018
Milad Zafar Nezhad, Dongxiao Zhu, Najibesadat Sadati, Kai Yang

* arXiv admin note: text overlap with arXiv:1704.05960 

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SUBIC: A Supervised Bi-Clustering Approach for Precision Medicine

Sep 26, 2017
Milad Zafar Nezhad, Dongxiao Zhu, Najibesadat Sadati, Kai Yang, Phillip Levy


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SAFS: A Deep Feature Selection Approach for Precision Medicine

Apr 20, 2017
Milad Zafar Nezhad, Dongxiao Zhu, Xiangrui Li, Kai Yang, Phillip Levy


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