Shancheng Jiang

According to our database, Shancheng Jiang authored at least 18 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A diagnostic report supervised deep learning model training strategy for diagnosis of COVID-19.

Shiqi Deng, Xing Zhang, Shancheng Jiang

Pattern Recognit., 2024

A prior knowledge-guided distributionally robust optimization-based adversarial training strategy for medical image classification.

Shancheng Jiang, Zehui Wu, Haiqiong Yang, Kun Xiang, Weiping Ding, Zhen-Song Chen

Inf. Sci., 2024

Dynamic Perturbation-Adaptive Adversarial Training on Medical Image Classification.

Shuai Li, Xiaoguang Ma, Shancheng Jiang, Lu Meng

CoRR, 2024

A distributionally robust optimization approach for the potassium fertilizer product transportation considering transshipment through crossdocks.

Shancheng Jiang, Qize Liu, Lubin Wu, Yu Zhang, Muhammet Deveci, Zhen-Song Chen

Comput. Oper. Res., 2024

2023

A robust deep reinforcement learning approach to driverless taxi dispatching under uncertain demand.

Xiaoting Zhou, Lubin Wu, Yu Zhang, Zhen-Song Chen, Shancheng Jiang

Inf. Sci., October, 2023

Multi-objective auto-scaling scheduling for micro-service workflows in hybrid clouds.

Shijia Wang, Xuan Liu, Ming Gao, Mingxia Chen, Kai-Leung Yung, Shancheng Jiang

Enterp. Inf. Syst., July, 2023

Toward Robust Diagnosis: A Contour Attention Preserving Adversarial Defense for COVID-19 Detection.

Kun Xiang, Xing Zhang, Jinwen She, Jinpeng Liu, Haohan Wang, Shiqi Deng, Shancheng Jiang

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Automated Detection of Multitype Landforms on Mars Using a Light-Weight Deep Learning-Based Detector.

Shancheng Jiang, Zongkai Lian, Kai-Leung Yung, W. H. Ip, Ming Gao

IEEE Trans. Aerosp. Electron. Syst., 2022

AGNet: Automatic generation network for skin imaging reports.

Fan Wu, Haiqiong Yang, Linlin Peng, Zongkai Lian, Mingxin Li, Gang Qu, Shancheng Jiang, Yu Han

Comput. Biol. Medicine, 2022

2021

A Visually Interpretable Deep Learning Framework for Histopathological Image-Based Skin Cancer Diagnosis.

Shancheng Jiang, Huichuan Li, Zhi Jin

IEEE J. Biomed. Health Informatics, 2021

A robust end-to-end deep learning framework for detecting Martian landforms with arbitrary orientations.

Shancheng Jiang, Fan Wu, Kai-Leung Yung, Yingqiao Yang, W. H. Ip, Ming Gao, James Abbott Foster

Knowl. Based Syst., 2021

A novel weight pruning strategy for light weight neural networks with application to the diagnosis of skin disease.

Kun Xiang, Linlin Peng, Haiqiong Yang, Mingxin Li, Zhongfa Cao, Shancheng Jiang, Gang Qu

Appl. Soft Comput., 2021

2020

Artificial Intelligence-Based Application to Explore Inhibitors of Neurodegenerative Diseases.

Leping Deng, Weihe Zhong, Lu Zhao, Xuedong He, Zongkai Lian, Shancheng Jiang, Calvin Yu-Chian Chen

Frontiers Neurorobotics, 2020

C-Algl Net: Pathological Images Generate Diagnostic Results.

Zongkai Lian, Haiqiong Yang, Fan Wu, Mingxin Li, Shancheng Jiang

Proceedings of the 2020 IEEE 17th International Symposium on Biomedical Imaging Workshops (ISBI Workshops), 2020

2019

Combining Deep Neural Networks and Classical Time Series Regression Models for Forecasting Patient Flows in Hong Kong.

Shancheng Jiang, Ran Xiao, Long Wang, Xiong Luo, Chao Huang, Jenq-Haur Wang, Kwai-Sang Chin, Ximing Nie

IEEE Access, 2019

2018

An integrated machine learning framework for hospital readmission prediction.

Shancheng Jiang, Kwai-Sang Chin, Gang Qu, Kwok-Leung Tsui

Knowl. Based Syst., 2018

A universal deep learning approach for modeling the flow of patients under different severities.

Shancheng Jiang, Kwai-Sang Chin, Kwok-Leung Tsui

Comput. Methods Programs Biomed., 2018

2017

Modified genetic algorithm-based feature selection combined with pre-trained deep neural network for demand forecasting in outpatient department.

Shancheng Jiang, Kwai-Sang Chin, Long Wang, Gang Qu, Kwok-Leung Tsui

Expert Syst. Appl., 2017