- Faculty
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Yanming Nie
Author： Source： Date：2024-03-14
Yanming Nie
(1972.09-)
Associate Professor
Sex: Male
Birthplace: Ruichang, Jiangxi Province
Education Background
Ph.D. in Computer Science and Technology, Uncertain FRID Data Management, School of Computer Science, Northwestern Polytechnical University (2006.03-2011.12)
Joint Ph.D. Student of FRID Data Management, Department of Computer Science, University of Massachusetts Amherst, America (2007-2008)
Master of Design and Manufacture of Agricultural Machinery, Machinery CAD, College of Electromechanical Engineering, Northwest Agricultural University (1993-1996)
Bachelor of Design and Manufacture of Agricultural Machinery, College of Agricultural Engineering, Northwest Agricultural University (Now Northwest A&F University) (1989-1993)
Working Profile
Associate professor of College of Information Engineering, Northwest A&F University (2016.01-)
Lecturer of College of Information Engineering, Northwest A&F University (2012.01-2015.12)
He has successively worked in Xiamen Construction Machinery Co., Ltd., Xiamen Sanwu Interconnection Technology Co., Ltd., and other units, to engage in software development in the fields of engineering machinery CAD, production management, e-government, e-commerce, international trade and so on (1996.07-2005.12).
Areas of Research Interests/Research Projects
Big Data Management
Probabilistic Graphical Models（PGM）
Software Engineering and Software Process
Courses
Big Data Management
The Design and Analysis of Algorithm
Food Big Data and Tracing Technology (Undergraduate)
Software Architecture (Graduate)
Academic Achievement
Scientific Projects
[1] Shaanxi Provincial Natural Science Foundation Project-General Program, "Key Technology Research on Uncertain IoT Sensory Streaming Data Processing Based on Probabilistic Graphical Model", under research (2020).
[2] The "12th Five-Year Plan" project of Shaanxi Education Science, "Exploration and Research on Teaching and Practice Reform of Java EE Course for Practical Software Engineering Talents Training", concluded (2014).
[3] A Special Supporting Fund Project for Talents in Shaanxi Province, "A Study of Online Reasoning Technology on Uncertain IoT Sensory Streaming Data", concluded (2013).
[4] The Doctoral Start-up Fund Project of Northwest A&F University, "Research on Data Modeling and Reasoning Technology of Uncertain Internet of Things", concluded (2012).
[5] Basic Scientific Research Operation Expenses Special Funds for Sci-Tech Innovation - general project, Northwest A&F University, "Research on Probabilistic Modeling and Online Reasoning Technology of Uncertain Internet of Things", concluded (2012).
Academic Papers
[1] Beilei Lei, Minggui Song, …, Yanming Nie, Chuang Ma. SMART v1.0: A Database for Small Molecules with Functional Implications in Plants. Interdisciplinary Sciences: Computational Life Sciences, 2021.
[2] Xuan Zhao, Lvwen Huang, Yanming Nie. Temperature Prediction Based on Integrated Deep Learning and Attention Mechanism. 6th ICCCS, 2021.
[3] Liang, Chunquan; Zhang, Yang; Nie, Yanming. Continuously maintaining approximate quantile summaries over large uncertain datasets. INFORMATION SCIENCES, Vol.456, p174-190, 2018.
[4] Li Junhui, Geng Nan, Nie Yanming. Research and Implementation of Agricultural IoT Scene Simulation System. Journal of Agricultural Mechanization Research, 2014(04): 198-201,207.
[5] Liu Quanzhong, Nie Yanming, Ning Jifeng. An efficient method to mine strong jumping emerging patterns from high-dimensional datasets. J. Huazhong Univ. of Sci.& Tech. (Natural Science Edition), Vol.41, No.8, p55-60, Aug.2013.
[6] Yanming Nie, Richard Cocci, Zhao Cao, Yanlei Diao, Prashant J. Shenoy. SPIRE: Efficient Data Inference and Compression over RFID Streams. IEEE TKDE 24(1), 2012: 141-155.
[7] Nie Yanming, Li Zhanhuai. Entropy-based data interpretation method over uncertain streaming RFID data. J. Huazhong Univ. of Sci.& Tech. (Natural Science Edition), Vol. 40, No.4, p13-18, Apr.2012.
[8] Yanming Nie, Zhanhuai Li, Qun Chen. Complex Event Processing over Unreliable RFID Data Streams. APWeb 2011: 278-289.
[9] NIE Yanming, LI Zhanhuai, CHEN Qun. Enhanced Probabilistic Interpretation over Uncertain Radio Frequency Identification Data Streams. JOURNAL OF XI'AN JIAOTONG UNIVERSITY, Vol.45, No.12, p45-52, Dec.2011.
[10] Yanming Nie, Zhanhuai Li, Shanglian Peng, et al. Probabilistic Modeling of Streaming RFID Data by Using Correlated Variable-duration HMMs. SERA 2009: 72-77.
[11] Pan Wei, Li Zhanhuai, Nie Yanming, Chen Qun. An Effective Redundancy Data Cleaning Technology in Multi-Data Sources Based on RFID Network. Journal of Northwestern Polytechnical University, Vol.29, No.3, p435-442, June 2011.
[12] Thanh Tran, Charles Sutton, Richard Cocci, Yanming Nie, Yanlei Diao, Prashant J. Shenoy. Probabilistic Inference over RFID Streams in Mobile Environments. ICDE 2009: 1096-1107.
[13] Wang Chao, Li Zhanhuai, Hu Na and Yanming Nie. S-TRAP: Optimization and Evaluation of Timely Recovery to Any point-in-time (TRAP). Comput. Sci. Inf. Syst. 2012, 9(1): 431-454.
[14] Fangquan Xie, Zhanhuai Li, Qun Chen, Yanming Nie, Shanglian Peng. RFIDTango: A Scenario-based Massive RFID Data Generator. Applied Mechanics and Materials (AMM) 2012: 130-134 (2012): 2086-2089.
[15] Ning Li, Zhanhuai Li, Yanming Nie, et al. Predicting software black-box defects using stacked generalization. ICDIM 2011.
[16] Shanglian Peng, Zhanhuai Li, Qiang Li, Qun Chen, Wei Pan, Hailong Liu, Yanming Nie. Event Detection over Live and Archived Streams.?WAIM 2011, 2011, 566-577.
[17] Shanglian Peng, Zhanhuai Li, Qiang Li, Qun Chen, Hailong Liu, Yanming Nie, Wei Pan: Efficient Multiple Objects-Oriented Event Detection Over RFID Data Streams. WAIM 2010: 97-102.
[18] Shanglian Peng, Zhanhuai Li, Lin Chen, Yanming Nie, Qun Chen. Complex Event Processing over Multi-granularity RFID Data Streams. ICCSIT 2009: 235-239.
[19] Zhanhuai Li, Yanming Nie, Qun Chen, etc. Research Progress of RFID Data Management. COMMUNICATIONS OF THE CCF, 2007, 8(8).
[20] WANG Bei-zhan, ZHAO Rong-chun, NIE Yan-ming, WANG Gao-zu. Research and Realization on Web-based Intelligent and Quick Report Tool (UCAN). Application Research of Computers, 2003, 20(8):148-150.
Patents/Software Writings
[1] A School Precaution System for College Students Based on Collaborative Filtering Recommendation. Copyright Registration Number: 2019SR0550645.
[2] IoT Scene Simulation System. Copyright Registration Number: 2019SR0550645.
[3] A kind of Orchard Real-Time Spraying-Supply-Maintenance Multi-Robot System. Patent No.: ZL201310221017.5
Publications/Textbooks:
[1] Geng Nan, Yanming Nie, Jianliang Li, Yan Feng. Analysis of C Language Programming. Xidian University Press. Mar 2021.
[2] Fusheng Wang, Chunjie Zhou, Yanming Nie. EVENT PROCESSING IN SENSOR STREAMS --- A chapter of MANAGING AND MINING SENSOR DATA (Editors: Aggarwal, Charu C): 79-104. Springer US. Jan 2013.
[3] Yanming Nie, Quanzhong Liu, Hongli Li, Qing Zou. Java EE Development Technology and Practice Tutorial. Machinery Industry Press. ISBN: 978-7-111-48043-3. Jan 2015.
[4] Zhichun Ge, Zhicheng Liu, Yanming Nie, et al. Java Object Oriented Programming. Machinery Industry Press. ISBN: 711121725. Jan 2007.
Contact
Address: No.22, Xinong Road, Northwest A&F University, Yangling District, Shaanxi Province
Office: 403, College of Information Engineering, Northwest A&F University
Postcode: 712100
Phone: (+86)13572917517
Email: yanmingnie@nwsuaf.edu.cn