Big Data and Artificial Intelligence
大数据智能技术组
Big Data and Artificial Intelligence Group

承接项目

    1. 复杂系统与大数据

    2. 辽宁省博士启动基金:数据驱动的混合智能故障诊断方法研究

    3. 北京地区人群健康风险评价及预测模型的建立和风险管理研究

    4. 面向泛在网络的中间件及产品全过程追溯、质量监控技术研究与应用

    5. 基于解释/归纳策略的汽车变速箱新产品故障诊断机器学习方法研究

    6. 大数据的分析与应用

    7. 基于大数据分析的健康风险预警

    8. 沈飞智能升级规划项目

    9. 国家自然科学基金面上项目

    10. 朝柴试车数据分析及可视化项目

    11. 工业大数据分析平台

论文发表

 

2017

  1. Fu DZ,Zheng ZY,et al. A multi-fuel management model for a community-level district heating system under multiple uncertainties[J]. Energy,2017, Volume 128, 1 June 2017, Pages 337–35.
  2. Fu DZ,Zheng ZY,et al. Development of a fuel management model for a multi-source district heating system under multi-uncertainty and multi-dimensional constraints[J]. Energy Conversion and Management,2017, Volume 153, 1 December 2017, Pages 243-256
  3. Li R,Fu DZ,Zheng ZY,et al. An Analysis of the Correlation between Internet Public Opinion and Stock Market [C]. 4th International Conference on Information Science and Control Engineering, ICISCE 2017
  4. Y HC,Fu DZ,Zheng ZY,et al. Factors that Influence Scope of Information Dissemination in Online Social Networks and Phase [C]. The 9th International Conference on Modelling, Identification and Control (ICMIC2017)

 

2016

  1. Fu Y,Zheng ZY,Xiao R,et al. A Novel Large-Scale Temperature Dominated Model for Predicting the End of the Growing Season[J]. PLOS One,2016,11(11):1-13.
  2. Fu DZ,Zhou TT,Zheng ZY,et al. A modified-distance-based minimum spanning tree method for analyzing hierarchical structure of power generation system[C]. 12th World Congress on Intelligent Control and Automation, WCICA 2016. Guilin, China. June 12-15, 2016.A modified-distance-based minimum spanning tree method for analyzing hierarchical structure of power generation system.
  3. Fu Y,Zheng ZY,Fu DZ,et al. Comparison of two fractal surface modeling methods[C]. 12th World Congress on Intelligent Control and Automation, WCICA 2016. Guilin, China. June 12-15, 2016.Comparison of two fractal surface modeling methods.
  4. Li S,Gao SY,Zhou XF. Density Peaks Clustering Based on Multiple Distance Measures for Manufacturing Process[C]. 2016 IEEE International Conference on Information and Automation, IEEE ICIA 2016. Ningbo, China. July 31 - August 4, 2016.Density Peaks Clustering Based on Multiple Distance Measures for Manufacturing Process.
  5. Tong YM,Zheng ZY,Fu DZ,et al. A Cloud Computing Platform for Data Analysis based on R Cluster[C]. 2016 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, CyberC 2016. Chengdu, China. October 13-15, 2016.A Cloud Computing Platform for Data Analysis based on R Cluster.
  6. Li KT,Peng H,Zhou XF,et al. Feature Selection Based on Multiple Correlation Measures for Medical Examination Dataset[C]. 2016 IEEE Advanced Information Management, Communicates, Electronic and Automation Control Conference, IEEE IMCEC 2016. Guilin, China. June 12-15, 2016.Feature Selection Based on Multiple Correlation Measures for Medical Examination Dataset.
  7. Chen X,Li JW,Zheng ZY,et al. Degree of Integration into Social Networks (DISN) Evaluation Model Based on Micro-Blogging Platforms and Information Dissemination Prediction[C]. 2016 16th IEEE International Conference on Computer and Information Technology, IEEE CIT 2016. Nadi, Fiji. December 8-10, 2016.Degree of Integration into Social Networks (DISN) Evaluation Model Based on Micro-Blogging Platforms and Information Dissemination Prediction.

 

2015

  1. Zheng Zeyu, Xiao Rui, Shi Haibo, Li Guihong, Zhou Xiaofeng, Statistical regularities of Carbon emission trading market: Evidence from European Union allowances, Physica A: Statistical Mechanics and its Applications, 426, 9-15, 2015
  2. Li Shuai, Zhou Xiaofeng, Shi Haibo, Qiao Zhi, Zheng Zeyu, Monitoring of multimode processes based on subspace decomposition, Industrial & Engineering Chemistry Research, 54(15), 3855-3864, 2015
  3. Zhang Yonglai, Zhou Xiaofeng, Shi Haibo, Zheng Zeyu Li Shuai, Corrosion Pitting Damage Detection of Rolling Bearings Using Data Mining Techniques, International Journal of Modelling, Identification and Control, 24(3), 235-243, 2015.
  4. Zhou Xiaofeng, Zhang Yonglai, Hao Shengxuan, Li Shuai, A New Approach For Noise Data Detection Based on Cluster and Information Entropy, 2015 IEEE International Conference on Cyber Technology in Automation, Control, and Intelligent Systems (CYBER), 1416-1419, 2015
  5. Zheng Zeyu, CO2 market data analysis, 2015 IEEE International Conference on Cyber Technology in Automation, Control, and Intelligent Systems (CYBER), 109-114, 2015
  6. Li Shuai, Zhou Xiaofeng, Shi Haibo, Zheng, Zeyu, An efficient clustering method for medical data applications, 2015 IEEE International Conference on Cyber Technology in Automation, Control, and Intelligent Systems (CYBER), 133-138, 2015
  7. Li Shuai, Zhou Xiaofeng, Shi Haibo, Zheng, Zeyu, Monitoring and fault diagnosis for industrial process, 2015 IEEE International Conference on Cyber Technology in Automation, Control, and Intelligent Systems (CYBER), 1356-1361, 2015
  8. Zhang Yonglai, Shi Haibo, Zhou Xiaofeng, Zheng Zeyu, Vibration Analysis Approach for Corrosion Pitting Detection Based on SVDD and PCA, 2015 IEEE International Conference on Cyber Technology in Automation, Control, and Intelligent Systems (CYBER), 1534-1538, 2015
  9. Hao Shengxuan, Zhou Xiaofeng, Song Hong, A New Method for Noise Data Detection Based on DBSCAN and SVDD, 2015 IEEE International Conference on Cyber Technology in Automation, Control, and Intelligent Systems (CYBER), 784-789, 2015
  10. Wang Jiasheng, Song Hong, Zhou Xiaofeng, A Collaborative Filtering Recommendation Algorithm Based on Biclustering, 2015 IEEE International Conference on Cyber Technology in Automation, Control, and Intelligent Systems (CYBER), 803-807, 2015
  11. Ma Rui, Pan Fucheng, Zhou Xiaofeng, Study of attribute word extraction in Chinese product reviews, 2015 IEEE International Conference on Cyber Technology in Automation, Control, and Intelligent Systems (CYBER), 1730-1734, 2015
  12. Yuan Qilong, Shi Haibo, Zhou Xiaofeng, An Optimized Initialization Center K-means Clustering Algorithm based on Density, 2015 IEEE International Conference on Cyber Technology in Automation, Control, and Intelligent Systems (CYBER), 790-794, 2015
  13. 郝胜轩, 宋宏, 周晓峰, 一种基于双聚类的缺失数据填补方法, 计算机应用研究, 32(2), 674-678, 2015
  14. 杨秀锋, 彭慧, 周晓锋, 一种改进的 ISOMAP 分类算法, 计算机应用与软件, 23(8), 43-46,55, 2015
  15. 杨鹏坤, 彭慧,周晓锋,孙玉庆, 改进的基于频繁模式树的最大频繁项集挖掘算法——FP-MFIA, 计算机应用, 35(3), 775-778, 2015
  16. 汪家升, 宋宏, 周晓锋, 姚丽丽, 基于双聚类平滑的协同过滤算法, 计算机应用研究, 2015
  17. 杨令铎, 史海波, 周晓锋, 基于词向量的评价搭配抽取算法研究, 小型微型计算机系统, 2015

 

2014

  1. Zhang Yingwei, Li Shuai, Modeling and monitoring of nonlinear multi-mode processes, Control Engineering Practice, 2014, 22:194-204.
  2. X. Zhou, Y. Zhang,  M. Shi, H. Shi, Z. Zheng,Early detection of liver disease using data visualization and classification method, Biomedical Signal Processing and Control, 2014, 11:27.
  3. Zeyu Zheng, Tetsuya Takaishi, Zhi Qiao, Baowen Li, and H. Eugene Stanley, Realized Volatility and Absolute Return Volatility: A Comparison Indicating Market Risk , PLoS One. 2014, 9(7): e102940.
  4. Shang Wenli, Zhou Xiaofeng, Yuan Jie. An intelligent fault diagnosis system for newly assembled transmission. Expert Systems with Applications, 2014, 41(9):4060-4072.
  5. 郝胜轩 宋宏 周晓峰.基于近邻噪声处理的KNN缺失数据填补方法, 计算机仿真,2014.
  6. 章永来 史海波 周晓锋 杨秀锋, 基于统计学习理论的支持向量机预测模型, 统计与决策, 2014, (05): 72-74.

 

2013

  1. Zhang Yingwei, Li Shuai, Modeling and Monitoring Between-Mode Transition of Multimodes Processes, IEEE Transactionson Industrial Informatics, 2013, 9(4):2248-2255.
  2. Z. Zheng K. Yamasaki, J. Tenenbaum, and H. E. Stanley, Carbon dioxide emissions trading and hierarchical structure in worldwide finance and commodities markets, Phys. Rev. E 2013,87:012814.
  3. Yang Xiufeng, Peng Hui, Zhou Xiaofeng, Zhang Yonglai. PCA and SVM based on Multiple Kernels for Breast Cancer Classification. 2013 International Conference on Computer Science and Artificial Intelligence.
  4. 周晓锋,史海波,尚文利,高明山. 面向不平衡样本集的变速器故障分类判别算法研究. 小型微型计算机系统. 2013, 34(7):1708-1712.
  5. 章永来 史海波 尚文利 周晓锋 纪晓楠 . 面向乳腺癌辅助诊断的改进支持向量机方法. 计算机应用研究, 2013, 30(8):2373-2376.
  6. 章永来,史海波,尚文利,周晓锋.面向乳腺癌辅助诊断的改进支持向量机方法.计算机应用研究.2013, 30(8):2373-2376.
  7. 何超,彭慧,尚文利,周晓锋. 利用Arcgis Silverlight实现的车辆监控技术. 自动化仪表, 2013, 34(7):54-57.
  8. 梅晶,宋宏,尚文利,周晓锋. 基于ArcGIS的客车车队管理系统的开发.自动化仪表.2013, 34(6):39-41.

 

2012

 

  1. Zhang Yingwei, Li Shuai, Hu Zhiyong, Improved multi-scale kernel principal component analysis and its application for fault detection, Chemical Engineering Research& Design, 2012, 90(9):1271-1280.
  2. Zhang Yingwei, Li Shuai, Hu Zhiyong, et al, Dynamical process monitoring using dynamical hierarchical kernel partial least squares, Chemometricsand Intelligent Laboratory Systems, 2012, 118:150-158.
  3. Zhang Yingwei, Li Shuai, TengYongdong, Dynamic processes monitoring using recursive kernel principal component analysis, Chemical Engineering Science,2012, 72:78-86.
  4. Z. Zheng, B. Podobnik, L. Feng, and B. Li, Changes in Cross-Correlations as an Indicator for Systemic Risk, Nature Scientific Reports 2012, 2:888.
  5. Z. Zheng, K. Yamasaki, B. Podobnik, J. Tenenbaum, Y. Tamura,H. Eugene Stanley, Scaling of Seismic Memory with Earthquake Size, Physical Review E  2012, 86:011107.
  6. Z. Zheng, T. Taishi, N. Sakurai, X. Zhang, and K. Yamasaki, Statistical regularities of Magnitude values of Seismic Noise, Progress of Theoretical Physics, 2012,194:193-201.
  7. T. Takaishi1, T. Chen, Z. Zheng, Analysis of Realized Volatility in Two Trading Sessions of the Japanese Stock Market, Progress of Theoretical Physics,2012,194:43-54.
  8. Z. Zheng, N. Sakurai, T. Fujiwara K. Yoshizawa and K. Yamasaki, Correlation and hierarchies in financial markets, Artificial Life and Robotics 2012,17:136-139.
  9. 周晓锋,史海波,尚文利,高明山. 汽车变速器新产品质量检测系统中关键技术研究. 中国机械工程  ,2012,23(11):1369-1374.
  10. 周晓锋,史海波,尚文利,闫一功,高明山. 基于阶次分析理论的变速器故障判别实现方法. 计算机应用研究 , 2012,9(8):2967-2969.
  11. Zhou Xiaofeng, Shi Haibo, Shang Wenli. An Implementation Method for the Transmission Fault Diagnosis Based on Order Tracking. 2012 IEEE International Conference on Computer Science and Automation Engineering. Pages: 312-315 Accession number: 20124115542852
  12. 周晓锋,史海波,胡东平,尚文利. 汽车变速器新产品故障特征提取与分类方法研究. 计算机集成制造系统 ,2012,18(4):761-767.  EI: 20122415119504
  13. SHANG Wen-Li, ZHOU Xiao-Feng, SHI Hai-Bo. Intelligent Fault Diagnosis System for New Assembly Transmission. 2012 International Conference on Modelling, Identification and Control, 2012, 315-310. EI:20124015531605

 

2010及之前

  1. 周晓锋,史海波,尚文利. 变速箱故障诊断中的同步数据采集技术研究. 计算机工程与应用,2010, 46(9): 16-18, 70.
  2. Zhou Xiaofeng, Shi Haibo, Shang Wenli. The Evaluation Method Of Sensor Location For Transmission Fault Diagnosis. The IEEE 2nd Youth Conference on Information, Computing and Telecommunications (YC-ICT2010),Beijing, China, 28-30 November, 2010 , Page(s): 190-193. Accession number: 20111213769025
  3. Z. Zheng, E. Nunohiro, K, Yamasaki, K. J. Mackin, K. Matsushita and J. G. Park  Using MODIS data to evaluate forest fire risk of East Asia, INFORMATION ,2009, 13: 1055-1058.
  4. K. J. Mackin, T. Yamaguchi, E. Nunohiro, J. Park, Z. Zheng, K. Hara, K. Matsushita, Y. Yanagisawa and M. Igarashi, Land and Surface Cover Classification by Soft Computing Methods using MODIS Satellite Data, INFORMATION 2009, 13:1013-1018.
  5. K. Suzuki, Z. Zheng, Y. Tamura and Y. Hirata, Establishment of a Quantitative Evaluation Method of Rice Plant Type Using P-type Fourier Descriptors, Plant Production Science , 2009, 12:449-452.
  6. Z. Zheng, H. Iwata, Y. Hirata and Y. Tamura, Quantitative evaluation of the degree of sprout leaf bending of rice cultivars using P-type Fourier descriptors and principal component analysis, Euphytica, 2008, 163:259-266.
  7. Z. Zheng and Y. Tamura 2005 Cultivar Identification of Lotus (Nelumbo nucifera Gaertn) by P-type Fourier Descriptors with Petal Tip Contour, Horticultural Research, 2005, 4:385-390.
  8. Z. Zheng, H. Iwata, S. Ninomiya and Y. Tamura, Quantitative evaluation of partial shape characteristics of petal in sacred lotus based on P-type Fourier descriptors, Breeding Research, 2005, 7:133-142.
地址:辽宁省沈阳市浑南新区飞云路19号,邮编:110107
电话:024-83601269,传真:024-83601269,张老师
技术支持:tongyiming@sia.cn