孙瑞志 - 中国农业大学 - 信息与电气工程学院

个人简介

中国农业大学信息与电气工程学院教授，博导，计算机系主任。清华大学“计算机科学与技术专业”工学博士毕业学位。中国计算机学会高级会员，中国农业工程学会高级会员，中国计算机学会协同工作与社会计算专业专委会委员，中国农业工程学会信息与电气工程专业委员会委员，北京市农业工程学会理事。主要讲授课程有本科生“计算机系统导论”“计算机网络工程”“操作系统”课程、研究生的“计算机网络体系结构”课程。先后主持国家“十五”863项目“面向电子商务基于工作流的协同工作支撑平台”课题、国家 “十一五”国家科技支撑计划重大研究计划项目“农村信息化关键技术研究与示范”子课题、“十二五” 国家科技支撑计划项目“基层公共文化服务数字化技术应用与示范”课题的工作；以重要成员身份分别参加了“十一五”863重点项目“面向流程管理的软件生产线”、“十一五”国家科技支撑计划 “科技奥运-面向奥运的残障人士导航信息服务终端系统研究与示范”、“十二五”国家科技支撑计划“北京市物联网应用支撑平台研发和示范应用”课题的研究工作以及新疆建设兵团科技支疆项目的研究工作。先后主持实施了云南、河南、内蒙古、广西等省区的多个企业大数据处理与物联网应用项目。面向农业数据采集过程中，数据呈现流式、不确定等问题，重点开展了不确定流式数据异常检测研究和视频流数据异常检测研究。利用物联网技术，解决了散养肉牛在出入栏技术、草山中个体定位、自动称重、个体生长分析等企业急需的问题。开展大数据分析与可视化研究，从企业海量商品销售数据中分析并直观给出了销售商圈、消费用户群体画像并实现了可视化。先后获得2017年北京市高等教育教学成果二等奖（第一完成人）1项，国家测绘局地理信息科技进步三等奖（第三完成人）1项，濮阳市科技进步三等奖1项。发表学术论文90余篇，SCI/EI 收录40余篇。获得授权发明专利3项、实用新型专利2项。教育经历 2000.03.01-2003.07.13，博士，清华大学，计算机系统结构 1985.09.01-1988.07.01，硕士，清华大学，计算机科学与技术 1981.09.01-1985.07.01，学士，北京航空学院，计算机科学与技术工作经历 2003.07.01，中国农业大学信电学院

研究领域

计算机网络及应用物联网技术及应用大数据处理与可视化

近期论文

查看导师新发文章（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）

Modeling and Analysis of Blockchain Trading Network Based on Directed Time Weighted Random Walk BlockSys 2021: Blockchain and Trustworthy Systems EI会议 2022.01 Miao Wang 中国农业大学通讯作者 A Dynamic Group Signature Scheme for Blockchain-Based Traceability Bulletin Board BlockSys 2021: Blockchain and Trustworthy Systems EI会议 2022.01 Manman Hou 中国农业大学通讯作者 Abnormal Human Behavior Detection in Videos: A Review Information Technology and Control SCI 2021.09 Huiyu Mu 中国农业大学通讯作者 An optimal evidential data fusion algorithm based on the new divergence measure of basic probability assignment Soft Computing SCI 2021.07 Kaiyi Zhao 中国农业大学通讯作者 Outlier Detection for Sensor Data Streams Based on Maximum Frequent and Minimum Rare Patterns ChineseCSCW 2020: Computer Supported Cooperative Work and Social Computing EI会议 2021.05 Xiaochen Shi 中国农业大学通讯作者 Visual analysis system for association-based outlier detection for data streams CSCWD 2021: Computer Supported Cooperative Work in Design CCF C类会议 2021.05 Xiaochen Shi 中国农业大学通讯作者 Selection Biased Positive and Unlabeled Learning Method for Anomaly Detection in Surveillance Videos CSCWD 2021: Computer Supported Cooperative Work in Design CCF C类会议 2021.05 Feiyu Shang 中国农业大学通讯作者 Positive unlabeled learning-based anomaly detection in videos International Journal of Intelligent Systems SCI 2021.05 Huiyu Mu 中国农业大学通讯作者 An improved evidence fusion algorithm in multi-sensor systems Applied Intelligence SCI 2021.03 Kaiyi Zhao 中国农业大学通讯作者 Research for an Adaptive Classifier Based on Dynamic Graph Learning Neural Processing Letters SCI 2021.03 Li Li 中国农业大学通讯作者 Robust Adaptive Semi-supervised Classification Method based on Dynamic Graph and Self-paced Learning Information Processing and Management SCI 2021.01 Li Li 中国农业大学通讯作者 An efficient approach for outlier detection from uncertain data streams based on maximal frequent patterns Expert Systems with Applications SCI 2020.12 Saihua Cai 中国农业大学通讯作者 Adaptive density peak clustering based on dimensional-free and reverse k-nearest neighbors Information Technology and Control SCI 2020.09 Qiannan Wu 中国农业大学通讯作者 Parameter-Free Extreme Learning Machine for Imbalanced Classification Neural Processing Letters SCI 2020.06 Li Li 中国农业大学通讯作者 Extreme Learning Machine for Supervised Classification with Self-paced Learning Neural Processing Letters SCI 2020.06 Li Li 中国农业大学通讯作者 UWFP-Outlier: an efficient frequent-pattern-based outlier detection method for uncertain weighted data streams Applied Intelligence SCI 2020.06 Saihua Cai 中国农业大学通讯作者 MiFI-Outlier: Minimal infrequent itemset-based outlier detection approach on uncertain data stream Knowledge-Based Systems SCI 2020 Saihua Cai 中国农业大学通讯作者 Estimating the class prior from positive and unlabeled data International Agricultural Engineering Journal EI 2020 Feiyu Shang 中国农业大学通讯作者 Design and implementation of visualization abnormal detection system for agricultural sensor data stream International Agricultural Engineering Journal EI 2020 Xiaochen Shi 中国农业大学通讯作者 CAAS: a novel collective action-based ant system algorithm for solving TSP problem Soft Computing SCI 2019.11 Sicong Li 中国农业大学通讯作者 An optimized time series combined forecasting method based on neural networks The Journal of Supercomputing SCI 2019.11 Kaiyi Zhao 中国农业大学通讯作者 Incremental Clustering Algorithm Based on Representative Points and Covariance for Large Data BigData 2019: Big Data EI会议 2019.11 Qiannan Wu 中国农业大学通讯作者 An efficient outlier detection approach on weighted data stream based on minimal rare pattern mining China Communications SCI 2019.10 Saihua Cai 中国农业大学通讯作者 An Efficient Outlier Detection Approach Over Uncertain Data Stream Based on Frequent Itemset Mining Information Technology and Control SCI 2019.03 Shangbo Hao 中国农业大学通讯作者 WMFP-Outlier: An Efficient Maximal Frequent-Pattern-Based Outlier Detection Approach for Weighted Data Streams Information Technology and Control SCI 2019 Saihua Cai 中国农业大学通讯作者 A Constrained Self-adaptive Sparse Combination Representation Method for Abnormal Event Detection BigData 2019: Big Data EI会议 2019 Huiyu Mu 中国农业大学通讯作者 A Minimum Rare-Itemset-Based Anomaly Detection Method and Its Application on Sensor Data Stream ChineseCSCW 2019: Computer Supported Cooperative Work and Social EI会议 2019 Saihua Cai 中国农业大学通讯作者 Improved Bat Algorithm for Multiple Knapsack Problems ChineseCSCW 2019: Computer Supported Cooperative Work and Social EI会议 2019 Sicong Li 中国农业大学通讯作者 A review of improved extreme learning machine methods for data stream classification Multimedia Tools and Applications SCI 2019 Li Li 中国农业大学通讯作者 Minimal weighted infrequent itemset mining-based outlier detection approach on uncertain data stream Neural Computing and Applications SCI 2018.11 Saihua Cai 中国农业大学通讯作者 Abnormal Detecting over Data Stream Based on Maximal Pattern Mining Technology ChineseCSCW 2018: Computer Supported Cooperative Work and Social Computing EI会议 2018.11 Saihua Cai 中国农业大学通讯作者 FCI-Outlier: An Efficient Frequent Closed Itemset-Based Outlier Detecting Approach on Data Stream ChineseCSCW 2018: Computer Supported Cooperative Work and Social Computing EI会议 2018.11 Shangbo Hao 中国农业大学通讯作者 K-DBSCAN: an efficient density-based clustering algorithm supports parallel computing International Journal of Simulation and Process Modelling EI 2018.09 Chao Deng 中国农业大学通讯作者 Multi-dimensional Information Visualization Analysis of Business Circles and Products Based on Density Clustering IFAC 2018: International Federation of Automatic Control EI 2018.07 Qiannan Wu 中国农业大学通讯作者 Multi-path Intelligent Planning Method Based on Grid Division and Value Calculation IFAC 2018: International Federation of Automatic Control EI 2018.07 Sicong Li 中国农业大学通讯作者 Roaming Path Generation Algorithm and Optimization Based On Bezier Curve IFAC 2018: International Federation of Automatic Control EI 2018.07 Jiayao Li 中国农业大学通讯作者 Visual Analysis System for Market Sales Data of Agricultural Products IFAC 2018: International Federation of Automatic Control EI 2018.07 Kaiyi Zhao 中国农业大学通讯作者 Gridwave: a grid-based clustering algorithm for market transaction data based on spatial-temporal density-waves and synchronization Multimedia Tools and Applications SCI 2018.01 Chao Deng 中国农业大学通讯作者 Exception Detection of Data Stream Based on Improved Maximal Frequent Itemsets Mining CTCIS 2017: Trusted Computing and Information Security 普通会议 2017.11 Saihua Cai 中国农业大学通讯作者 GRIDEN: An effective grid-based and density-based spatial clustering algorithm to support parallel computing Pattern Recognition Letters SCI 2017.11 Chao Deng 中国农业大学通讯作者

学术兼职

中国计算机学会协同工作与社会计算专业专委会委员中国计算机学会教育专业委员会委员中国人工智能学会智能信息网络专业委员会委员中国农业工程学会信息与电气专业委员会委员北京市农业工程学会理事