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谢金贵

中国科学技术大学管理学院副教授
中国科学技术大学管理学院副教授,管理科学系副系主任。NUS-USTC商务数据中心副主任;医疗大数据实验室主任。2010年获清华大学管理科学与工程博士学位,美国哥伦比亚大学商学院联合培养博士。 [1]
中文名
谢金贵
国    籍
中国
民    族
汉族
出生地
中国
出生日期
1983年11月
毕业院校
清华大学
学位/学历
博士
职    业
大学教师、科研人员
专业方向
商业分析、医疗健康数据分析、预测与优化
职    务
管理科学系副系主任
职    称
中国科学技术大学管理学院副教授

人物经历

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教育背景

2狼埋嚷001 – 2005 清华大学数学科学系信息与备微计算专业学士
2009 – 2009 西班牙马德里理工大学交和市换生
2005 – 2010 清华大学工业夜赠劝棕工程系管理科学与工程专业硕士、博士;美国哥伦比亚大学商学院联合培养博士

工作经历

2剃榆全010 – 2011 新台故汽加坡国立大学工业工程系研究员
2011 – 2民旬察012 新加坡国立大学商学院肯懂府研究员 [1]

研究兴趣

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1、大数据分析、数据挖掘、机器学习、人工智能 (培养大数据时代 数据分析师)
2、优化控制、算法设计与分析、数据仿真模拟、数据优化 (培养优化算法设计专家 )
3、医疗卫生管理,以及其他公共事务管理 (培养医疗卫生管理者)
4、运筹行为、顾客商业行为与心理 (培养商业分析师)
5、保险精算、计量经济、医疗经济学 (培养金融经济分析师) [1]

招生要求

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1、本科生:有出国留学或者读研计划,提前进入实验室做研究。
2、硕士生:有出国留学或读博深造的计划,需具备以下一项或者多项基础或技能:数学基础、计算机编程、统计分析、数据挖掘和分析、英语写作。
3、博士生:推荐中国科学技术大学与香港城市大学联合培养博士生,对数学基础要求严格。以及新加坡、香港、北美、欧洲等学校的博士。 [1]

获奖记录

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1. 清华大学优秀博士论文
2. 博士后面上项目、特别资助
3. 国家自然科学青年基金 [1]面上项目

论文著作

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J. Xie, Q.-M. He, X. Zhao, On the Stationary Distribution of Queue Lengths in a Multi-Class Priority Queueing System with Customer Transfers. Queueing Systems, 2009, 62(3):255-277.
He, Q.-M., J. Xie, and X. Zhao. Stability Conditions of a Preemptive Repeat Priority Queue with Customer Transfers. In 13th International Conference on Applied Stochastic Models and Data Analysis. Editors: L. Sakalauskas, C. Skiadas, E.K. Zavadskas, 463-467, June 30 - July 3, 2009. Vilnius, LITHUANIA.
J. Xie, Q.-M. He, X. Zhao, Stability of a Priority Queueing System with Customer Transfers, Operations Research Letters, 2008, 36: 705-709.
Q.-M. He, J. Xie, X. Zhao, Priority queue with customer upgrades. Naval Research Logistics, 2012, 59:362-375.
S. Du, J. Xie, Z. Liu, Progress and prospects in an emerging hot topic: healthcare operations management, Journal of Management Science in China, 2013, 16(8):1-19. (In Chinese)
B. Huang, J. Xie, and Q.-M. He. Cyclic Change of Server's Performance: Impacts and Applications. IEEE Transactions on Automatic Control, 2014, 59(3), 703-713.
J. Xie, T. Zhu. Collaboration and resource pooling: the pros and cons. (work in progress)
J. Xie, L. Zhou. Doctor of Chun Yu: the O+O Pattern in Healthcare Industry. China Management Case-Sharing Center, OM-0199. (In Chinese)
Y. Mao, L. Sun, J. Xie, K. Yau. Epidemiological features and spatial–temporal clusters of hand–foot–mouth disease at town level in Fuyang, Anhui Province, China (2008–2013). Epidemiology and Infectious, 2016, 144, 3184–3197.
G. Zayas-Cabán, J. Xie, L.V. Green, M.E. Lewis. Dynamic control of a tandem system with abandonments. Queueing Systems, 2016, 84(3):279-293.
J. Xie, P. Cao, B. Huang, M. Ong. Determining sufficient conditions of reverse triage in emergency medical services using queueing theory. International Journal of Production Research, 2016, 54(11):3347-3364.
J. Xie, R. Hu, A. Morton. Doctor-patient conflict in China: what can we learn from news reports? Journal of University of Science and Technology of China, forthcoming.
J. Xie, Z. Liu, M. A. Z. Chudhery, R. Yu. iFLYTEK: Leading Chinese Speech Technology. 2016. Ivey Publishing.
P. Cao, J. Xie. Optimal control of a multiclass queueing system when customers can change types. Queueing Systems, 2016, 82(3): 285-313.
Y. Fan, J. Xie, K. Yau, F. Jiang, Estimate hospital inpatient cost: comparison of Phase-type distributions and classical distributions. (working paper)
J. Xie, Y. Fan, R. Guo, Y. Li, A. Morton. Efficiency Evaluation of Hong Kong Hospitals Through Data Envelopment Analysis. (working paper)
J. Xie, T. Zhu. Hospital waiting room design when considering patient visits with accompanies. (under review)
G. Liu, Z. Cui, Y. Liu, J. Xie. On the Monte Carlo Estimation of Sensitivities from Characteristic Functions. (working paper)
P. Cao, J. Xie. Optimal Control of an Inventory System With Joint Production and Pricing Decisions. IEEE transactions on Automatic Control, 2016, 61(12):4235 - 4240.
P. Cao, Y. Wang, J. Xie. Priority service pricing with heterogeneous customers. (working in progress)
Y. Fan, J. Wang, J. Xie, Bundled payment: an empirical study on health payment system. (work in progress)
P. Cao, J. Huang, J. Xie, Service system with deadline commitment and abandonment. (working paper)
J. Hong, G. Liu, J. Luo, J. Xie, Variability scaling in health demands. (working paper)
Zuo-Jun (Max) Shen, J. Xie and Z. Zheng. Scheduling with uncertain job types. (working paper)
J. Xie, M. Ang, M. Chou, and David Yao, Capacity design in networks with flexibility. (working paper)
G. Zayas-Cabán, J. Xie, L.V. Green, M.E. Lewis. Policies for Physician Allocation to Triage and Treatment in Emergency Departments. (under review)
J. Liu, J. Xie, K.K. Yang, Z. Zheng, Effects of Rescheduling on Patient No-show Behavior in Outpatient Clinics. (under revision)
C. Girard, L.V. Green, M.E. Lewis, J. Xie. A Constrained Optimization Problem for a Two-Class Queueing Model. (under revision)
J. Xie, J. Lou, Y. Fan, F. Jia. Evaluation of Cancelling Drug Price Addition Policy: A Difference-in-Differences Approach. (under review)
J. Xie, G. Loke, M. Sim. L. Wei. The Analytics of Bed Shortages: Coherent Metric, Prediction and Optimization. (under review)
J. Xie, Y. Xia. Haodaifu Online: The Pioneer in Internet + Hierarchical Diagnosis and Treatment. China Management Case-Sharing Center, OM-0216. (In Chinese)
J. Xie, T. Zhu, A. Chao, S. Wang. Performance analysis of service systems with priority upgrades. Annals of Operations Research, 2017, 253(1):683-705.
J. Xie, Y. Fan, M. Chou. Flexibility design in loss and queueing systems: efficiency of k-chain configuration. Flexible Services and Manufacturing Journal, 2017, 29(2):286–308.
J. Xie, Z. Liu. Rich-healthcare: A Strategic Choice in the Turbulent Environment. China Management Case-Sharing Center, STR-0603. (In Chinese)
R. Ding, F. Jiang, J. Xie, Y. Yu. Algorithmic prediction of individual diseases. International Journal of Production Research, 2017, 55(3):750–768. [2]