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| 1 | Effects of different factors on drivers' guidance compliance behaviors under road condition information shown on VMS显示文摘 | ZHONG Shiquan ZHOU Lizhen MA Shoufeng | 2012 | Transportation Research A: Policy and Practice2012，46，9： | 1 |
| 2 | Analysis of honk effect on the traffic flow in a cellular automaton model 显示文摘 | Liang Zheng Shoufeng Ma Shiquan Zhong | 2011 | Physica A: Statistical Mechanis and Its Applications2011，39，6： | 1 |
| 3 | Effects of Different Factors on Drivers’ Guidance Compliance Behaviors under Road Condition Information Shown on VMS显示文摘 | Zhong Shiquan Zhou Lizhen Ma Shoufeng | 2012 | Transportation Research2012，46，9： | 1 |
| 4 | On Continuous Mappings and Closed Mappings Between Depdndence Systems显示文摘 | Ma Shuyun Wang Shoufeng | 2010 | Southeast Asian Bulletin of Mathematics2010，34，2： | 1 |
| 5 | A dimension-reduced method of sensitivity analysis for stochastic user equilibrium assignment model显示文摘 | LIU Jianmei MA Shoufeng | 2010 | Applied Mathematical Modelling2010，34，： | 1 |
| 6 | Sustainable urban transportation development in China:A behavioral perspective显示文摘The rapid development of economics requires highly efficient and environment-friendly urban transportation systems.Such requirement presents challenges in sustainable urban transportation.The analysis and understanding of transportation-related behaviors provide one approach to dealing with complicated transportation activities.In this study,the management of traffic systems is divided into four levels with a structural and systematic perspective.Then,several special cases from the perspective of behavior,including purchasing behaviors toward new energy vehicles,choice behaviors toward green travel,and behavioral reactions toward transportation demand management policies,are investigated.Several management suggestions are proposed for transportation authorities to improve sustainable traffic management. | Shuai LING Shoufeng MA Ning JIA | 2022 | Frontiers of Engineering Management2022，9，1： | 1 |
| 7 | Effects of different factors on drivers’ guidance compliance behaviors under road condition information shown on VMS显示文摘 | Shiquan Zhong Lizhen Zhou Shoufeng Ma Ning Jia | 2012 | Transportation Research Part A2012，，9： | 1 |
| 8 | On Continuous Mappingsand Closed Mappings Between Dependence Systems显示文摘 | Ma Shuyun Wang Shoufeng | 2010 | Southeast Asian Bulletin of Mathematics2010，34，2： | 1 |
| 9 | Clinical value of serum Epstein-Barr virus DNA assay in the diagnosis of nasopharyngeal carcinoma显示文摘 | Dezhong Sun Zhaoke Yang Yugui Fu Yanlin Chen Shoufeng Wang Yun Zhang Yanyi Ma Xiaoyan Zhang | 2014 | Tumor Biology2014，，9： | 1 |
| 10 | Histologic risser sign and digital skeletal age evaluation for residual spine growth potential in chinese female idiopathic scoliosis显示文摘 | Shoufeng Wang MD Yong Qiu MD Zhaolong Ma MD | 2007 | Spine2007，15，： | 1 |
| 11 | On Continuous Mappings and Closed Mappings Between Dependence Systems显示文摘 | Ma Shuyun Wang Shoufeng | 2010 | Southeast Asian Bulletin of Mathematics2010，34，2： | 1 |
| 12 | Mobile Traffic Sensor Routing in Dynamic Transportation Systems显示文摘 | Zhu Ning Liu Yang Ma Shoufeng | 2014 | IEEE Transactions on Intelligent Transportation Systems2014，15，5： | 1 |
| 13 | Effects of different factors on driver's guidance compliance behaviors under road condition information shown on VMS显示文摘 | ZHONG Shiquan ZHOU Lizhen MA Shoufeng | 2012 | Transportation Research Part A2012，46，9： | 1 |
| 14 | Unraveling the decomposition mechanism of Li_(2)CO_(3)in the aprotic medium by isotope-labeled differential electrochemical mass spectrometry显示文摘Rechargeable lithium-ion batteries(LIBs)represent the highest energy density in the contemporary energy storage community,typically delivering a practical energy density of 150-350 Wh kg-1in the current technique,which can hardly satisfy the evergrowing demand for the portable electronic devices and power tools requiring long service time[1-3]. | Lipo Ma Aiping Wang Shoufeng Zhang Peng Zhang Jiawei Wang | 2022 | Journal of Energy Chemistry2022，31，10： | 0 |
| 15 | Refined analysis and a hierarchical multi-task learning approach for loan fraud detection显示文摘Fraud problems in loan application assessment cause significant losses for finance companies worldwide, and much research has focused on machine learning methods to improve the efficacy of fraud detection in some financial domains. However, diverse information falsification in individual fraud remains one of the most challenging problems in loan applications. To this end, we conducted an empirical study to explore the relationships between various fraud types and analyzed the factors influencing information fabrication. Weak relationships exist among different falsification types, and some essential factors play the same roles in different fraud types. In contrast, others have various or opposing effects on these types of frauds. Based on this finding, we propose a novel hierarchical multi-task learning approach to refine fraud-detection systems. Specifically, we first developed a hierarchical fraud category method to break down this problem into several subtasks according to the information types falsified by customers, reducing fraud identification's difficulty. Second, a heterogeneous network with a meta-path-based random walk and heterogeneous skip-gram model can solve the representation learning problem owing to the sophisticated relationships among the applicants' information. Furthermore, the final subtasks can be predicted using a multi-task learning approach with two prediction layers. The first layer provides the probabilities of general fraud categories as auxiliary information for the second layer, which is for specific subtask prediction. Finally, we conducted extensive experiments based on a real-world dataset to demonstrate the effectiveness of the proposed approach. | Liao Chen Ning Jia Hongke Zhao Yanzhe Kang Jiang Deng Shoufeng Ma | 2022 | Journal of Management Science and Engineering2022，7，4： | 0 |
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