◆个人简历
1982年4月生,河北唐山人,硕士研究生导师,副教授,副院长,主要研究领域为数据挖掘、数据清洗、智慧农业。
2005年本科、2008年研究生毕业于北京林业大学信息学院,2008年入职四川农业大学信息工程学院。
工作以来,主持四川省教育厅自然科学项目1项、主研教育厅、科技厅项目4项;主研国家自然科学基金面上项目1项。主持和主研省、校级教研项目7项,副主编“十一五”规划教材1部,参编“十二五”规划教材1部。发表SCI/EI等收录论文30余篇,完成发明专利1项、软件著作权3项。承担本科生“数据科学导论”“信息安全技术”等课程。先后荣获四川省高等教育教学成果奖三等奖1次、校级教学成果奖二等奖2次。指导国家级大学生创新创业训练计划项目1项、省级2项;指导学生获“互联网+”大学生创新创业大赛国家级铜奖2项、省级金奖2项,获“挑战杯”全国大学生课外学术科技作品竞赛国家级铜奖1项、省级特等奖1项。
◆科研项目
2009-2010,四川省农产品电子商务实施要素研究,四川省农业发展研究中心项目,主研
2014-2016,农业物联网大数据分级存储模型的构建,四川省教育厅项目,主持
2014-2016,计算机视觉中两种改进的头部姿态估计方法研究,四川省教育厅项目,主研
2014-2016,互联网金融影响下的农村小额信贷信用机制研究,四川省教育厅项目,主研
2018-2021,个人大数据管理关键技术研究,国家自然科学面上项目,主研
2021-2023,水稻重大病虫害智能监测与预警技术研究,四川省自然科学基金面上项目,主研
2023-2024,面向粮食作物主要虫害的远程AI诊疗系统开发与应用,中国电信揭榜挂帅项目,主研
2023-2024,针对高品质农产品区块链溯源系统的开发与推广应用,中国电信揭榜挂帅项目,主持
2023-2025,基于深度卷积神经网络的汉源花椒病虫害识别系统及实现,雅安市重点研发项目,主研
◆发表论文
林木和花卉种质资源信息共享平台的设计与开发. 北京林业大学学报, 2007, 29(5):147-152.(第一作者,CSCD/EI)
个人数据银行——一种基于银行架构的个人大数据资产管理与增值服务的新模式. 计算机学报, 2017(01):128-145.(第三作者,CSCD/EI)
基于时效规则的数据修复方法.软件学报,2019,30(3):589-603(第一作者,CSCD/EI)
盘活大数据资产——个人大数据权益保护与合理使用.中国计算机学会通讯,2019,15(2),17-22(第一作者)
A Competition-Based Student Assignment Management System,Computers in Education Journal,2013(第一作者,EI)
The Application of Campus Wireless Network Based CRS in Large Teaching Classes,Proceedings of The 2016 6th International Conference On Management,2016(通信作者,ISTP)
A Plagiarism Detection Algorithm based on Extended Winnowing,2017 International Conference on Electronic Information Technolo,2017(第一作者,EI)
Research on ILM model based on FV algorithm,Proceedings of the 2018 International Conference on E-Business, 2018(通信作者,EI)
Research of Merged Mining Technology in Bitcoin Blockchain Scaling,2018 8th International Workshop on Computer Science and Engineer(通信作者,EI)
Research on Parallel Data Currency Rule Algorithms,Proceedings of the 2020 The 3rd International Conference on Information Science and System,2020(第一作者,EI)
MBFFNet: Multi-brMBFFNet: Multi-branch feature fusion network for colonoscopyanch feature fusion network for colonoscopy,Frontiers in Bioengineering and Biotechnology,2021(通信作者,SCI)
A novel method for credit scoring based on feature transformation and ensemble model,PeerJ Computer Science,2021(通信作者,SCI)
Research on Data Currency Rule and Quality Evaluation,Information Technology and Control, 2021(第一作者,SCI)
Feasibility research on fish pose estimation based on rotating box object detection, 2021(通信作者,SCI)
Fish Face Identification Based on Rotated Object Detection: Dataset and Exploration, Fishes, 2022(SCI,通信作者)
A Two-Stage Method to Detect the Sex Ratio of Hemp Ducks Based on Object Detection and Classification Networks, Animals, 2022(SCI,通信作者)
Research on the algorithm of helmet-wearing detection based on the optimized yolov4, The Visual Computer, 2022(SCI,中科院三区,通信作者)
Study of a QueryPNet Model for Accurate Detection and Segmentation of Goose Body Edge Contours, Animals, 2022(SCI,中科院二区,通信作者)
Sentiment Classification of Chinese Tourism Reviews Based on ERNIE-Gram+GCN, International Journal of Environmental Research and Public Health, 2022(SCI,中科院三区,通信作者)
Extractive text summarization model based on advantage actor-critic and graph matrix methodology, Mathematical Biosciences and Engineerings, 2022(SCI,通信作者)
E3W—A Combined Model Based on GreedySoup Weighting Strategy for Chinese Agricultural News Classification, Applied Sciences-Basels, 2022(SCI,通信作者)
A multitask model for realtime fish detection and segmentation based on YOLOv5, PeerJ Computer Science, 2023(SCI,通信作者)
SDSCNet: an instance segmentation network for efficient monitoring of goose breeding conditions, Applied Intelligence, 2023(SCI,中科院二区,通信作者)
Data relative currency repair and anomaly detection based on rules,2024(SCI,中科院一区TOP,第一作者)