Jie Yang - Publications, H-index & Citations

Jie Yang

university of minnesota system

19H指数

55论文数

1.8K被引数

收录论文 23

发表时间

SpecColorNet: An interpretable multimodal deep learning approach for predicting SSC of multiple pears SpecColorNet：一种用于预测多个梨的SSC的可解释多模态深度学习方法

Artificial Intelligence in Agriculture

IF12.4

2026-03-01

PREAI

Xu, Xin; Yang, Mengfei; Yang, Jie; Yin, Hao; Chen, Yanyu; Lan, Weijie; Sun, Guoxiang; Wang, Xiaochan; Zhang, Shaoling; Zhang, Xiaolei

Knowledge-guided graph machine learning for spatially distributed prediction of daily discharge and nitrogen export dynamics 知识引导的图机器学习方法用于空间分布式预测日径流量和氮素输出动态

Water Research

IF12.4

2026-02-23

PREAI

Jie Yang; Bin Peng; Yaji Wang; Zewei Ma; Qianyu Zhao; Licheng Liu; Xiaowei Jia; Vipin Kumar; Ming Pan; Mengqi Jia; Xiang Li; John Nieber; Zhenong Jin; Kaiyu Guan

Vegetation and Soil Recovery in Restored Grasslands Relative to Reference Ecosystems: A Meta-Analysis 恢复草地与参考生态系统的植被和土壤恢复：一项元分析

Land Degradation & Development

IF3.7

2025-10-22

PREAI

Yang Jie; Xie Baopeng; Zhou Jie; Zhang Jing; Zhang Wen Liu; Erastus Mak-Mensah

Multi-component gradient enhancement for accurate frost detection and quantification on leaf surfaces 多组分梯度增强技术在叶片表面霜冻精确检测与量化中的应用

Scientific Reports

IF3.9

2025-10-06

OAAI

Huan Song; Lijun Wang; Yongguang Hu; Jie Yang; Jinxing Niu

Explicable attention mechanism for diameter correction in predicting soluble solids content of fruits 可解释的注意力机制在预测水果可溶性固形物含量中的直径校正

Computers and Electronics in Agriculture

IF8.9

2025-08-31

PREAI

Zhizhong Sun; Jie Yang; Yingjie Zheng; Penghui Liu; Chan Ma; Dong Hu; Yibin Ying; Lijuan Xie

A percussion method with attention-based sequence modeling for bolt looseness detection and adaptive anomaly recognition 基于注意力机制序列建模的冲击法螺栓松动检测与自适应异常识别

Measurement

IF5.6

2025-07-30

PREAI

Xize Chen; Wensong Zhou; Jie Yang; Xiulin Zhang; Chao He

Three-dimensional digital quantitative analysis of periodontal and peri-implant phenotype—A narrative review 牙周和种植体周围表型的三维数字定量分析——一篇叙述性综述

Periodontology 2000

IF15.7

2025-07-11

OAAI

Yi Te Lin; Chenshuang Li; Jonathan Korostoff; Joseph P. Fiorellini; Jie Yang; Yu-Cheng Chang

Integrating deep learning and data fusion for enhanced oranges soluble solids content prediction using machine vision and Vis/NIR spectroscopy 使用机器视觉和Vis/NIR光谱集成深度学习和数据融合以增强橙子可溶性固形物含量预测

FOOD CHEMISTRY

IF9.8

2025-02-01

PREAI

Sun, Zhizhong; Tian, Hao; Hu, Dong; Yang, Jie; Xie, Lijuan; Xu, Huirong; Ying, Yibin

Using knowledge-guided temperature correction for online non-destructive detection of soluble solids content in pear via Vis/NIR spectroscopy

POSTHARVEST BIOLOGY AND TECHNOLOGY

IF6.8

2024-12-01

PREAI

Sun, Zhizhong; Yang, Jie; Hu, Dong; Tian, Hao; Ying, Yibin; Xie, Lijuan

Enhancing spectroscopy-based fruit quality control: A knowledge-guided machine learning approach to reduce model uncertainty

POSTHARVEST BIOLOGY AND TECHNOLOGY

IF6.8

2024-10-01

PREAI

Yang, Jie; Sun, Zhizhong; Tian, Shijie; Jiang, Hao; Feng, Jintao; Ting, K. C.; Lin, Tao; Ying, Yibin

Advanced chemometrics toward robust spectral analysis for fruit quality evaluation

TRENDS IN FOOD SCIENCE & TECHNOLOGY

IF15.4

2024-08-01

PREAI

Zhang, Xiaolei; Yang, Jie

Integration of harvester trajectory and satellite imagery for large-scale winter wheat mapping using deep positive and unlabeled learning

COMPUTERS AND ELECTRONICS IN AGRICULTURE

IF8.9

2024-01-01

PREAI

Xiong, Xingguo; Yang, Jie; Zhong, Renhai; Dong, Jinwei; Huang, Jingfeng; Ting, K. C.; Ying, Yibin; Lin, Tao

Identification and optimization strategy of ecological security pattern in Maiji District of Gansu, China 甘肃省麦积区生态安全格局识别与优化策略

ECOLOGICAL INDICATORS

IF7.4

2023-12-01

OAAI

Yang, Jie; Xie, Baopeng; Wang, Taibing; Mak-Mensah, Erastus

Enhancing model robustness through different optimization methods and 1-D CNN to eliminate the variations in size and detection position for apple SSC determination

POSTHARVEST BIOLOGY AND TECHNOLOGY

IF6.8

2023-11-01

PREAI

Zheng, Yingjie; Cao, Yuchen; Yang, Jie; Xie, Lijuan

A deep learning approach to improving spectral analysis of fruit quality under interseason variation

FOOD CONTROL

IF6.3

2022-10-01

PREAI

Yang, Jie; Luo, Xuan; Zhang, Xiaolei; Passos, Dario; Xie, Lijuan; Rao, Xiuqin; Xu, Huirong; Ting, K. C.; Lin, Tao; Ying, Yibin

An interpretable deep learning approach for calibration transfer among multiple near-infrared instruments

COMPUTERS AND ELECTRONICS IN AGRICULTURE

IF8.9

2022-01-01

PREAI

Yang, Jie; Li, Juntao; Hu, Jie; Yang, Wenjun; Zhang, Xiaolei; Xu, Jinfan; Zhang, Youchao; Luo, Xuan; Ting, K. C.; Lin, Tao; Ying, Yibin

Towards interpreting multi-temporal deep learning models in crop mapping 解读作物制图中的多时相深度学习模型

REMOTE SENSING OF ENVIRONMENT

IF11.4

2021-10-01

104

PREAI

Xu, Jinfan; Yang, Jie; Xiong, Xingguo; Li, Haifeng; Huang, Jingfeng; Ting, K. C.; Ying, Yibin; Lin, Tao

Graph Attention Feature Fusion Network for ALS Point Cloud Classification 图注意特征融合网络在ALS点云分类中的应用

SENSORS

IF3.5

2021-09-15

OAAI

Yang, Jie; Zhang, Xinchang; Huang, Yun

Food and agro-product quality evaluation based on spectroscopy and deep learning: A review

TRENDS IN FOOD SCIENCE & TECHNOLOGY

IF15.4

2021-06-01

117

PREAI

Zhang, Xiaolei; Yang, Jie; Lin, Tao; Ying, Yibin

Understanding the learning mechanism of convolutional neural networks in spectral analysis 理解卷积神经网络在光谱分析中的学习机制

ANALYTICA CHIMICA ACTA

IF6

2020-07-01

103

PREAI

Zhang, Xiaolei; Xu, Jinfan; Yang, Jie; Chen, Li; Zhou, Haibo; Liu, Xiangjiang; Li, Haifeng; Lin, Tao; Ying, Yibin

研究方向