张引副教授

张引,工学博士,副教授

浙江大学计算机学院人工智能研究所

数字图书馆教育部工程研究中心

中国工程科技数据和知识技术研究中心

电话:0571-87953778

E-mail:yinzh@ zju.edu.cn

 

浙江大学计算机学院人工智能研究所副教授、研究生导师。主要从事大数据分析与挖掘、知识图谱和知识工程、数字图书馆、多媒体信息处理等方面的研究。承担和参加多项国家863、国家自然科学基金、省自然科学基金和生医交叉学科项目等。发表论文70多篇,授权和申请发明专利13项,软件著作权17项,编写和翻译教材10部。

 

  • 承担的部分科研项目:
  1. 中草药专业知识服务系统,中国工程科技技知识中心建设项目, 2012-01至2017-12
  2. 微差图像集精确检索关键技术研究,浙江省自然科学基金, 2014-1至2016-12
  3. 中医药知识库,教育部“211”重大工程大学数字图书馆国际合作计划(CADAL), 2011-1至2012-6
  4. 面向业界的三维CAD产品模型数字水印新技术研究,浙江省自然科学基金, 2010-1至2012-12
  5. 网络环境中共享CAD模型的数据安全技术,国家863计划先进制造技术领域现代集成制造专题课题,2007-10至2009-12

 

  • 论文及专著:

 

  1. Liang Yao, Yin Zhang, Baogang Wei, Zhe Jin, Rui Zhang, Yangyang Zhang, Qinfei Chen. Incorporating Knowledge Graph Embeddings into Topic Modeling. In Thirty-First AAAI Conference on Artificial Intelligence (AAAI 2017).
  2. Liang Yao, Yin Zhang,Baogang Wei, Lei Li, Fei Wu, Peng Zhang, Yali Bian. Concept over time: the combination of probabilistic topic model with wikipedia knowledge, EXPERT SYSTEMS WITH APPLICATIONS, 60:27-38, 2016
  3. Liang Yao, Yin Zhang, Baogang Wei, Zherong Li, Xiangzhou Huang. Traditional Chinese Medicine Clinical Records Classification using Knowledge-Powered Document Embedding. In Proceedings of 2016 IEEE International Conference on Bioinformatics and Biomedicine. pp. 1931-1933. IEEE, 2016.
  4. Xiangzhou Huang, Yin Zhang, Baogang Wei, Liang Yao. A Joint Modelfor Question-Answering over Traditional Chinese Medicine. In Proceedings of 2016 IEEE International Conference on Bioinformatics and Biomedicine. pp. 1909-1911. IEEE, 2016.
  5. Yang Zhao, Liang Yao, Yin Zhang. Purchase prediction using Tmall-specific features. CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 28(14):3879-3894, 2016
  6. Liang Yao, Yin Zhang, Baogang Wei, Hongze Qian, and Yibing Wang. Incorporating probabilistic knowledge into topic models. In 19th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2015), Lecture Notes in Computer Science,9078:586-597
  7. Lidong Wang, Yin Zhang, Xiaodong Xu. A novel group detection method for finding related Chinese herbs. Journal of Information Science and Engineering, 31(4):1387-1411, 2015
  8. 王李冬张引吕明琪. 基于词组主题建模的文本语义压缩算法. 《西南交通大学学报》, 2015, 50(4):755-763
  9. Liang Yao, Yin Zhang, Baogang Wei, Wei Wang, Yuejiao Zhang, Xiaolin Ren and Yali Bian.  Discovering treatment pattern in Traditional Chinese Medicine clinical cases by exploiting supervised topic model and domain knowledge. JOURNAL OF BIOMEDICAL INFORMATICS, 58:260-267, 2015
  10. Xiangzhou Huang, Baogang Wei, Yin Zhang. Automatic Question-Answering Based on Wikipedia Data Extraction.In Proceedings of 2015 10th International Conference on Intelligent Systems and Knowledge Engineering, pp. 314-317 ,2015
  11. Xiangzhou Huang, Yin Zhang, Baogang Wei, Liang Yao. Question- Answering System over Traditional Chinese Medicine. In Proceedings of 2015 IEEE International Conference on Bioinformatics and Biomedicine, pp. 1737-1739, 2015
  12. Xun Liu, Yin Zhang, Sanyuan Zhang, Ying Wang, Zhongyan Liang, Xiuzi Ye. Detection of engineering vehicles in high-resolution monitoring images. Frontiers of Information Technology & Electronic Engineering, 16(5):346-357,2015
  13. Baogang Wei, Yin Zhang, Jie Yuan, Yonghuai Liu , Lidong Wang. A Novel Approach to Text Detection and Extraction from Videos by Discriminative Features and Density, ACTA ELECTRONICA SINICA, 23(2): 322-328, 2014
  14. Liang Yao, Yin Zhang and Baogang Wei. An Evolution System for Traditional Chinese Medicine Prescription, 2013 8th International Conference on Intelligent Systems and Knowledge Engineering, Knowledge Engineering and Management, 278:95-106, 2014
  15. Liang Yao, Yin Zhang, Baogang Wei, Wei Wang, Yuejiao Zhang, and Xiaolin Ren. Discovering treatment pattern in traditional Chinese medicine clinical cases using topic model and domain knowledge. In Proceedings of 2014 IEEE International Conference on Bioinformatics and Biomedicine. pp. 191-192. IEEE, 2014
  16. Wei Wang, Yin Zhang, Baogang Wei,Yiming Li. An Ontology-based Domain Modeling Framework for Knowledge Service in Digital Library, 2013 8th International Conference on Intelligent Systems and Knowledge Engineering, Knowledge Engineering and Management, 278: 373-383, 2014
  17. Yin Zhang, Xun Liu, Zhixian Yang, Weiming Lu, Sanyuan Zhang.A new vehicle type recognition mechanism based on image classification. Journal of computational information systems, 9(19):7651-7658, 2013
  18. Xun Liu, Yin Zhang, Nan Liu, Zhiyang Chen. Blind watermarking for CAD models based on identification. ICMSE 2012.Advanced Materials Research, v479-481, p245-249, 2012
  19. Yi Ouyang, Sanyuan Zhang, Yin Zhang. Multi-scale human detection based on window gradient potential energy with partial occlusion handling. Journal of Electronics and Information Technology, 34(4):858-864, 2012
  20. Lidong Wang, Yin Zhang, Baogang Wei, Jie Yuan, Xia Ye. A Method for Finding Groups of Related Herbs in Traditional Chinese Medicine. 7th International Conference on Advanced Data Mining and Applications,p 55-68, 2011
  21. Nan Liu, Yin Zhang, Sanyuan Zhang. Multiple digital watermarking techniques for CAD models. Applied Mechanics and Materials, v88-89:703-709, 2011
  22. 张引,何浩,赵丽娜,张三元. 网构软件模型中的抽象状态机设计.浙江大学学报(工学版),2010(5):923-929.
  23. 幸锐,张引,张三元,竺乐庆. 基于保局映射的图像纹理聚类[J].浙江大学学报(工学版),2010(9):1654-1658.
  24. Yin Zhang, Lu Gao, Sanyuan Zhang: Feature-based automatic portrait generation system. WRI World Congress on Computer Science and Information Engineering, 2009,3: 6-10.
  25. Wu Shuang-Qing, Zhang Yin, Zhang San-Yuan, Ye Xiu-Zi: Integrated phase unwrapping algorithm for the measurement of 3D shapes by Fourier transform profilometry. Journal of Zhejiang University: Science A, 2009, 10(7):1018-1028.
  26. 吴双卿 张引 张三元 叶修梓. 傅里叶变换轮廓术物体三维形貌测量的系统分析及其坐标校准方法, 光学学报, 2009, 29(10): 2780-2785.
  27. Shuangqing Wu, Yin Zhang, Zhiyang Chen, Sanyuan Zhang, Xiuzi Ye: Multiresolution modeling for the feature-based parametric CAD models. World Congress on Software Engineering, 2009, 2: 99-103.
  28. Nan Liu, Yin Zhang, Zhiyang Chen, Sanyuan Zhang: Chaos-based semi-blind watermarking for CAD models. WRI Global Congress on Intelligent Systems, 2009, 3:411-414.
  29. 赵丽娜,张引,叶修梓,张三元. 基于P2P网络的网构软件自适应性研究[J].浙江大学学报:工学版,2008,42(8):1316-1322.
  30. 谭光华,张引,陈志杨,吴双卿,张三元. 基于顶点变形梯度的点云曲面形状插值[J].浙江大学学报:工学版,2008,42(10):1681-1686.
  31. 施松新,张引,叶修梓,张三元. 大规模地形场景流式渐进传输[J].浙江大学学报:工学版,2008,42(11):1862-1867.
  32. 刘琦,张引,俞荣栋,王明怡,叶修梓. 高密度寡核苷酸阵列的数据标准化研究. 浙江大学学报(工学版),2008, 42(9):1653-1660.
  33. 刘琦,张引,叶修梓,俞荣栋. 基于离散Hopfield网络求解极大独立集的茎区选择算法在RNA二级结构预测中的应用. 计算机学报,2008, 31(1):51-58.
  34. 刘琦,张引,叶修梓,俞荣栋. 基于奇异值分解的RNA二级结构相似度计算方法. 浙江大学学报(工学版),2007, 41(8):1249-1254.
  35. 褚一平,张引,叶修梓,张三元. 基于隐条件随机场的自适应视频分割算法. 自动化学报,2007, 33(12):1252-1258.
  36. 王永皎,张引,张三元. 基于图像处理的植物叶面积测量方法. 计算机工程, 2006, 32(8):210-212.
  37. 姜一女,张引,张三元. 简谱识别方法研究. 计算机工程与应用, 2006, 42(32):204-225.
  38. Chu Yiping, Zhang Yin, Zhang Sanyuan, Ye Xiuzi: Region of interest fragile watermarking for image authentication. The International Multi-Symposiums on Computer and Computational Sciences (IMSCCS|06), 2006: 726-731.
  39. Difei Lu, Yin Zhang, Xiuzi Ye: A new method of interactive marker-driven free form mesh deformation. IEEE Conference Proceedings:Geometric Modeling and Imaging--New Trends, 2006,127-131.
  40. 柳林,张引,张三元,叶修梓. 3G对话式视频业务中264/AVC的容错策略. 中国图象图形学报, 11(9):1223-1229,2006
  41. Ding Zhan, Zhang Yin, Peng Wei, Ye Xiuzi, Hu Aqiang: An on-line sketch recognition algorithm for composite shape. The Second International Conference on Fuzzy Systems and Knowledge Discovery 2005, LNAI 3614:120-129.
  42. Xiang Pan, Yin Zhang, Sanyuan Zhang and Xiuzi Ye. Radius-normal histogram and hybrid strategy for 3D shape retrieval. Shape Modeling International Conference (SMI'05),pp 374-379,2005.
  43. 张引,饶娜,张三元,叶修梓. 自动采集样本的图像颜色传递算法. 中国图象图形学报,2005,10(10): 1258-1263.
  44. Shu-Chang Xu, Yin Zhang, Sanyuan Zhang and Xiuzi Ye. UNIFORM COLOR TRANSFER. The IEEE International Conference on Image Processing (ICIP-05), pp 940-943,2005.
  45. Xiang Pan, Yin Zhang, Xiuzi Ye, Sanyuan Zhang. 3D Object Retrieval by Bipartite Matching,2004,LNCS 3334:
  46. Lican Huang,Zhang Yin,Ye Xiuzi. A Scalable Semantic Grid Framework--VDHA_Grid. Proceedings of IEEE International Conference on Systems, Man and Cybernetics(SMC 2004), v5: 4072-4077, 2004.
  47. 张引,潘云鹤. 面向彩色图象和视频的文本提取新方法,计算机辅助设计与图形学学报, 2002,14(1):36-40.
  48. 潘翔,张引,张三元,叶修梓. 基于子块的三维网格模型检索,浙大学报工学版,2004,38(12):1575-1578.
  49. 张引,潘云鹤. 基于模拟退火的最大似然聚类图象分割算法,软件学报,2001,12(2):212-218.
  50. 张引,潘云鹤. 复杂背景下文本提取的彩色边缘检测算子设计,软件学报,2001,12(8): 1229-1235.
  51. 张引,潘云鹤. 彩色汽车图象牌照定位新方法,中国图象图形学报,2001,A版6(4):374-377.
  52. 张引,潘云鹤. 基于空间分布的最大类间方差牌照图象二值化算法,浙江大学学报工学版,2001,35(3):156-160.
  • 发明专利:
  1. 一种基于概率主题模型的相似中药检索方法(专利号:9)
  2. 一种基于LDA和VSM的中草药相似文献的推荐方法(申请号:7)
  3. 一种基于词向量的单味药与疾病之间的治疗关系的发现方法 (申请号:7)
  4. 基于多特征融合的简单背景下的叶片识别方法(申请号:8)
  5. 一种基于文本分类和条件随机场的中药文献不良反应实体识别方法(申请号:X)
  6. 一种对医院的在线评论进行归纳和分类的方法(申请号:5)
  7. 基于多特征融合的BOW模型的中草药植物图片检索方法(申请号:4)
  8. 一种基于配置的雪花模型信息抽取方法(申请号:9)
  9. 一种基于语言模型的医案搜索方法(申请号:8)
  10. 一种基于深度学习的跨媒体图像检索方法(申请号:5)
  11. 一种基于主题模型的医案分类方法(申请号:8)
  12. 基于中医药领域专业词向量的中草药植物图片爬取方法(申请号:X)
  13. 一种自然图像中任意方向文本行检测方法(专利号:ZL 2012 1 0506072.4) 
  • 软件著作权:
  1. 医案用药模式统计工具软件0(2016SR043571)
  2. 医案分析系统0(2016SR043405)
  3. 中医处方主题建模工具软件0(2016 SR043410)
  4. 文献结构化工具软件0(2016SR043541)
  5. 分词工具软件0(2016SR043294)
  6. 中草药词典系统0(2016SR023148)
  7. 中草药病友之家系统0(2016SR022993)
  8. 中草药专业知识问答系统0(2016SR022935)
  9. 企业之友制药助手子系统0(2016SR012246)
  10. 医生助手学习笔记子系统0(2015SR012253)
  11. 医生助手开方帮手子系统0(2015SR012259)
  12. 中草药基础知识搜索系统0(2014SR033597)
  13. 中医药疾病方剂分析系统0(2014SR033604)
  14. 中医药配伍分析系统0(2014SR033605)
  15. 中医药方剂对比系统0(2013SR039559)
  16. 中药鉴别信息系统0(2013SR062762)
  17. 基于ID标识的NURBS三维模型数字水印软件[简称:CADWID]V1.0(2012SR077735)