融合细粒度时空态势的农作物害虫子类别辨识及演化分析

62006008
2020
F0610.交叉学科中的人工智能问题
孔建磊
青年科学基金项目
副教授
北京工商大学
24万元
相似度量学习;农作物害虫子类别辨识;高斯概率决策融合;图注意力神经网络;弱监督细粒度网络
2021-01-01到2023-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
查看更多信息请先登录或注册
查看更多信息请先登录或注册
查看更多信息请先登录或注册
重置
序号 标题 类型 作者
1 稻谷产后质量智能监管与虚拟仿真关键技术研发及应用 奖励 丁超;左敏;张亚秋;方勇;唐培安;胡秋辉;刘强;赵思琪;孔建磊
2 Intelligent Recognition Method of Decorative Openwork Windows with Sustainable Application for Suzhou Traditional Private Gardens in China 期刊论文 张蕊;赵雨薇;孔建磊;陈晨;刘欣妍;张畅
3 Parallel deep prediction with covariance intersection fusion on non-stationary time series 期刊论文 石志刚;白玉廷;金学波;王小艺;苏婷立;孔建磊
4 Deep Prediction Model Based on Dual Decomposition with Entropy and Frequency Statistics for Nonstationary Time Series 期刊论文 石志刚;白玉廷;金学波;王小艺;苏婷立;孔建磊
5 An Effective Pyramid Neural Network Based on Graph-Related Attentions Structure for Fine-Grained Disease and Pest Identification in Intelligent Agriculture 期刊论文 林森;修雨辰;孔建磊;杨成才;赵春江
6 Advancing document-level event extraction: Integration across texts and reciprocal feedback 期刊论文 左敏;李佳琪;吴迪;王景军;董微;孔建磊;胡康
7 Deep-Learning Temporal Predictor via Bidirectional Self-Attentive Encoder-Decoder Framework for IOT-Based Environmental Sensing in Intelligent Greenhouse 期刊论文 金学波;郑维振;孔建磊;王小艺;左敏;张青川;林森
8 Multi-Channel Fusion Classification Method Based on Time-Series Data 期刊论文 金学波;杨爱蔷;苏婷立;孔建磊;白玉廷
9 FICformer: A Multi-factor Fuzzy Bayesian Imputation Cross-former for Big Data-driven Agricultural Decision Support Systems 期刊论文 孔建磊;范晓盟;左敏;颜文婧;金学波
10 农产品供应链质量安全及病害风险可信追溯体系 奖励 孔建磊
11 Variational Bayesian Network with Information Interpretability Filtering for Air Quality Forecasting 期刊论文 金学波;王钟瑶;宫文涛;孔建磊;白玉廷;苏婷立;马慧鋆;Prasun Chakrabarti
12 基于可信区块链和可信标识的粮油质量安全溯源研究 期刊论文 许继平;韩佳琪;张新;王小艺;赵峙尧;孔建磊
13 Deep-Learning Forecasting Method for Electric Power Load via Attention-Based Encoder-Decoder with Bayesian Optimization 期刊论文 金学波;郑维振;孔建磊;王小艺;白玉廷;苏婷立;林森
14 开放环境下自主无人系统的智能协同关键技术及应用 奖励 金学波;张荣辉;孔建磊;孙松林;李子月;高宁;白玉廷;杨君;苏婷立;马慧鋆
15 区块链驱动的稻米供应链信息监管模型研究 期刊论文 许继平;王健;张新;王小艺;孔建磊;刘阳
16 Nonstationary Time Series Prediction Based on Deep Echo State Network Tuned by Bayesian Optimization 期刊论文 白玉廷;贾伟;金学波;苏婷立;孔建磊;石志刚
17 GDMR-Net: A Novel Graphic Detection Neural Network via Multi-Crossed Attention and Rotation Annotation for Agronomic Applications in Supply Cyber Security 期刊论文 薛张弛;赵雪琪;修雨辰;华晨豪;孔建磊
18 A Variational Bayesian Inference-Based En-Decoder Framework for Traffic Flow Prediction 期刊论文 孔建磊;范晓盟;金学波;林森;左敏
19 A Novel Broad Echo State Network for Time Series Prediction: Cascade of Mapping Nodes and Optimization of Enhancement Layer 期刊论文 刘文杰;白玉廷;金学波;孔建磊;苏婷立
20 基于深度集成学习网络的粮油农作物供应链危害物辨识方法及系统 专利 孔建磊;王小艺;金学波;苏婷立;张家辉;王珍妮
21 无监督降维密度聚类的农作物供应链危害物风险判断方法及系统 专利 孔建磊;杨成才;王小艺;金学波;王建利;李柳生
22 一种基于多粒度局部特征软关联聚合的细粒度图像辨识方法及装置 专利 孔建磊;金学波;王小艺;苏婷立;白玉廷;王宏兴
23 一种基于高斯概率决策级融合的农林病虫害细粒度识别方法及装置 专利 孔建磊;金学波;王小艺;王建利;王昭洋;王宏兴
24 Deep Spatio-Temporal Graph Network with Self-Optimization for Air Quality Prediction 期刊论文 金学波;王钟瑶;孔建磊;白玉廷;苏婷立;马慧鋆;Prasun Chakrabarti
25 SVM Classification Method of Waxy Corn Seeds with Different Vitality Levels Based on Hyperspectral Imaging 期刊论文 王景华;闫磊;王芳;齐珊珊
26 小麦加工链中重金属镉含量的深度网络预测模型 期刊论文 金学波;张佳帅;郭天洋;王小艺;苏婷立;赖燕群;孔建磊;白玉廷
27 A Neural Network Structure with Attention Mechanism and Additional Feature Fusion Layer for Tomato Flowering Phase Detection in Pollination Robots 期刊论文 徐同宇;齐翔宇;林森;张宇恒;葛宇豪;李作林;董静;杨兴
28 A Spatial Feature-Enhanced Attention Neural Network with High-Order Pooling Representation for Application in Pest and Disease Recognition 期刊论文 孔建磊;王宏兴;杨成才;金学波;左敏;张新
29 A Variational Bayesian Deep Network with Data Self-Screening Layer for Massive Time-Series Data Forecasting 期刊论文 金学波;宫文涛;孔建磊;白玉廷;苏婷立
30 Visual Description Augmented Integration Network for Multimodal Entity and Relation Extraction 期刊论文 左敏;王景军;董微;张青川;蔡园媛;孔建磊
31 Prediction Model of Wastewater Pollutant Indicators Based on Combined Normalized Codec 期刊论文 徐春明;张佳帅;孔令强;金学波;孔建磊;白玉廷;苏婷立;马慧鋆;Prasun Chakrabarti
32 Deep Fusion Prediction Method for Nonstationary Time Series Based on Feature Augmentation and Extraction 期刊论文 张雨雷;白玉廷;金学波;苏婷立;孔建磊;郑维振
33 Broad Echo State Network with Reservoir Pruning for Nonstationary Time Series Prediction 期刊论文 刘文杰;白玉廷;金学波;王小艺;苏婷立;孔建磊
34 面向城市保障的食品供应链智慧溯源云平台 奖励 左敏;张润彤;张青川;苏亮;高海伟;殷子樵;孔建磊;杨红春;王峥;杨炜苗;任鹏程
35 Multi-stream hybrid architecture based on cross-level fusion strategy for fine-grained crop species recognition in precision agriculture 期刊论文 孔建磊;王宏兴;王小艺;金学波;方兴;林森
36 A Graph-Related High-Order Neural Network Architecture via Feature Aggregation Enhancement for Identification Application of Diseases and Pests 期刊论文 孔建磊;杨成才;肖杨;林森;马凯;祝清震
37 BMAE-Net: A Data-Driven Weather Prediction Network for Smart Agriculture 期刊论文 孔建磊;范晓盟;金学波;苏婷立;白玉廷;马慧鋆;左敏
38 A Reversible Automatic Selection Normalization (RASN) Deep Network for Predicting in the Smart Agriculture System 期刊论文 金学波;张佳帅;孔建磊;苏婷立;白玉廷
39 ADCT-Net: Adaptive traffic forecasting neural network via dual-graphic cross-fused transformer 期刊论文 孔建磊;范晓盟;左敏;Muhammet Deveci;金学波;钟凯阳
40 PFVAE: A Planar Flow-Based Variational Auto-Encoder Prediction Model for Time Series Data 期刊论文 金学波;宫文涛;孔建磊;白玉廷;苏婷立
41 Improved TLBO for Fusion of Infrared and Visible Images 期刊论文 王景华;闫磊;王芳;李树林
42 Fine-Grained Pests Recognition Based on Truncated Probability Fusion Network via Internet of Things in Forestry and Agricultural Scenes 期刊论文 马凯;聂明君;林森;孔建磊;杨成才;刘晋浩
43 End-to-End GPS Tracker Based on Switchable Fuzzy Normalization Codec for Assistive Drone Application 期刊论文 金学波;谢京艺;孔建磊;张佳帅;蔡尉尉;左敏
44 LCA-Net: A Lightweight Cross-Stage Aggregated Neural Network for Fine-Grained Recognition of Crop Pests and Diseases 期刊论文 孔建磊;肖杨;金学波;蔡园媛;丁超;白玉廷
45 Deep-Stacking Network Approach by Multisource Data Mining for Hazardous Risk Identification in IoT-Based Intelligent Food Management Systems 期刊论文 孔建磊;杨成才;王建利;王小艺;左敏;金学波;林森
46 Parameter-Free State Estimation Based on Kalman Filter with Attention Learning for GPS Tracking in Autonomous Driving System 期刊论文 金学波;陈玮;马慧鋆;孔建磊;苏婷立;白玉廷
47 Adaptive Broad Echo State Network for Nonstationary Time Series Forecasting 期刊论文 刘文杰;白玉廷;金学波;苏婷立;孔建磊
48 Location estimation based on feature mode matching with deep network models 期刊论文 白玉廷;贾伟;金学波;苏婷立;孔建磊
49 Prediction of Food Safety Risk Level of Wheat in China Based on Pyraformer Neural Network Model for Heavy Metal Contamination 期刊论文 董微;胡天宇;张青川;董芙蓉;王梦瑶;孔建磊;戴亦舒
50 粮食产后收储运质量数据分布式可信存储与分享方法 专利 孔建磊;张青川;左敏;董微
查看更多信息请先登录或注册

相关项目

趋势报告

经验分享