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ORCIDShancheng Jiang
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2020 – today
- 2024
[j15]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: 106788 (2024)- [j14]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: 120705 (2024) - [j13]Shiqi Deng, Xing Zhang, Shancheng Jiang:
A diagnostic report supervised deep learning model training strategy for diagnosis of COVID-19. Pattern Recognit. 149: 110232 (2024) - [i2]Shuai Li, Xiaoguang Ma, Shancheng Jiang, Lu Meng:
Dynamic Perturbation-Adaptive Adversarial Training on Medical Image Classification. CoRR abs/2403.06798 (2024) - 2023
- [j12]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) - [j11]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: 119401 (2023) - [c2]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: 2928-2937 - 2022
- [j10]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: 105037 (2022) - [j9]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): 5015-5029 (2022) - [i1]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 abs/2211.16806 (2022) - 2021
- [j8]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: 107707 (2021) - [j7]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: 107562 (2021) - [j6]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): 1483-1494 (2021) - 2020
- [j5]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: 617327 (2020) - [c1]Zongkai Lian, Haiqiong Yang, Fan Wu, Mingxin Li, Shancheng Jiang:
C-Algl Net: Pathological Images Generate Diagnostic Results. ISBI Workshops 2020: 1-4
2010 – 2019
- 2019
- [j4]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: 118965-118974 (2019) - 2018
- [j3]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: 191-203 (2018) - [j2]Shancheng Jiang, Kwai-Sang Chin, Gang Qu, Kwok-Leung Tsui:
An integrated machine learning framework for hospital readmission prediction. Knowl. Based Syst. 146: 73-90 (2018) - 2017
- [j1]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: 216-230 (2017)
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