Shancheng Jiang

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 19

Top Topics

Demand Forecasting

Robust Optimization

Neurodegenerative Diseases

Top Venues

Knowl. Based Syst.

IEEE J. Biomed. Health Informatics

Publications

Shancheng Jiang, Qize Liu, Lubin Wu, Yu Zhang, Muhammet Deveci, Zhen-Song Chen
A distributionally robust optimization approach for the potassium fertilizer product transportation considering transshipment through crossdocks. Comput. Oper. Res. 171 (2024)
Shancheng Jiang, Zehui Wu, Haiqiong Yang, Kun Xiang, Weiping Ding, Zhen-Song Chen
A prior knowledge-guided distributionally robust optimization-based adversarial training strategy for medical image classification. Inf. Sci. 673 (2024)
Shuai Li, Xiaoguang Ma, Shancheng Jiang, Lu Meng
Dynamic Perturbation-Adaptive Adversarial Training on Medical Image Classification. CoRR (2024)
Shiqi Deng, Xing Zhang, Shancheng Jiang
A diagnostic report supervised deep learning model training strategy for diagnosis of COVID-19. Pattern Recognit. 149 (2024)
Shijia Wang, Xuan Liu, Ming Gao, Mingxia Chen, Kai-Leung Yung, Shancheng Jiang
Multi-objective auto-scaling scheduling for micro-service workflows in hybrid clouds. Enterp. Inf. Syst. 17 (7) (2023)
Kun Xiang, Xing Zhang, Jinwen She, Jinpeng Liu, Haohan Wang, Shiqi Deng, Shancheng Jiang
Toward Robust Diagnosis: A Contour Attention Preserving Adversarial Defense for COVID-19 Detection. AAAI (2023)
Xiaoting Zhou, Lubin Wu, Yu Zhang, Zhen-Song Chen, Shancheng Jiang
A robust deep reinforcement learning approach to driverless taxi dispatching under uncertain demand. Inf. Sci. 646 (2023)
Shancheng Jiang, Zongkai Lian, Kai-Leung Yung, W. H. Ip, Ming Gao
Automated Detection of Multitype Landforms on Mars Using a Light-Weight Deep Learning-Based Detector. IEEE Trans. Aerosp. Electron. Syst. 58 (6) (2022)
Fan Wu, Haiqiong Yang, Linlin Peng, Zongkai Lian, Mingxin Li, Gang Qu, Shancheng Jiang, Yu Han
AGNet: Automatic generation network for skin imaging reports. Comput. Biol. Medicine 141 (2022)
Kun Xiang, Xing Zhang, Jinwen She, Jinpeng Liu, Haohan Wang, Shiqi Deng, Shancheng Jiang
Toward Robust Diagnosis: A Contour Attention Preserving Adversarial Defense for COVID-19 Detection. CoRR (2022)
Shancheng Jiang, Huichuan Li, Zhi Jin
A Visually Interpretable Deep Learning Framework for Histopathological Image-Based Skin Cancer Diagnosis. IEEE J. Biomed. Health Informatics 25 (5) (2021)
Shancheng Jiang, Fan Wu, Kai-Leung Yung, Yingqiao Yang, W. H. Ip, Ming Gao, James Abbott Foster
A robust end-to-end deep learning framework for detecting Martian landforms with arbitrary orientations. Knowl. Based Syst. 234 (2021)
Kun Xiang, Linlin Peng, Haiqiong Yang, Mingxin Li, Zhongfa Cao, Shancheng Jiang, Gang Qu
A novel weight pruning strategy for light weight neural networks with application to the diagnosis of skin disease. Appl. Soft Comput. 111 (2021)
Zongkai Lian, Haiqiong Yang, Fan Wu, Mingxin Li, Shancheng Jiang
C-Algl Net: Pathological Images Generate Diagnostic Results. ISBI Workshops (2020)
Leping Deng, Weihe Zhong, Lu Zhao, Xuedong He, Zongkai Lian, Shancheng Jiang, Calvin Yu-Chian Chen
Artificial Intelligence-Based Application to Explore Inhibitors of Neurodegenerative Diseases. Frontiers Neurorobotics 14 (2020)
Shancheng Jiang, Ran Xiao, Long Wang, Xiong Luo, Chao Huang, Jenq-Haur Wang, Kwai-Sang Chin, Ximing Nie
Combining Deep Neural Networks and Classical Time Series Regression Models for Forecasting Patient Flows in Hong Kong. IEEE Access 7 (2019)
Shancheng Jiang, Kwai-Sang Chin, Gang Qu, Kwok-Leung Tsui
An integrated machine learning framework for hospital readmission prediction. Knowl. Based Syst. 146 (2018)
Shancheng Jiang, Kwai-Sang Chin, Kwok-Leung Tsui
A universal deep learning approach for modeling the flow of patients under different severities. Comput. Methods Programs Biomed. 154 (2018)
Shancheng Jiang, Kwai-Sang Chin, Long Wang, Gang Qu, Kwok-Leung Tsui
Modified genetic algorithm-based feature selection combined with pre-trained deep neural network for demand forecasting in outpatient department. Expert Syst. Appl. 82 (2017)