Junde Chen

40 papers Journal 40
YearRankTypeTitle / Venue / Authors
2026 J jnl
A probabilistic deep learning framework for retrieving chlorophyll-a from hyperspectral imagery: Integrating channel attention and mixture density networks.
Ecol. Informatics
Wenzhao Li, Surendra Maharjan, Rejoice Thomas, Junde Chen, Hesham Morgan, Michael J. Garay, Olga V. Kalashnikova, Shahryar Fazli, Charles Ichoku, Hesham Mohamed El-Askary
2025 J jnl
Advanced deep learning model for crop-specific and cross-crop pest identification.
Expert Syst. Appl.
Md Suzauddola, Defu Zhang, Adnan Zeb, Junde Chen, Linsen Wei, A. B. M. Sadique Rayhan
2025 J jnl
Hyperspectral Band Selection via Heterogeneous Graph Convolutional Self-Representation Network.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Junde Chen, Wenzhao Li, Surendra Maharjan, Hesham Mohamed El-Askary
2025 J jnl
Inpatient Length of Stay and Mortality Prediction Utilizing Clinical Time Series Data.
IEEE Access
Junde Chen, Mason Li, Miles Milosevich, Tiffany Le, Andrew Bahsoun, Yuxin Wen
2025 J jnl
Joint modeling of degradation signals and time-to-event data for the prediction of remaining useful life.
Qual. Reliab. Eng. Int.
Sebastian Brumm, Erik Linstead, Junde Chen, Narayanaswamy Balakrishnan, Yuxin Wen
2025 J jnl
Multimodal mixing convolutional neural network and transformer for Alzheimer's disease recognition.
Expert Syst. Appl.
Junde Chen, Yun Wang, Adnan Zeb, Md Suzauddola, Yuxin Wen
2025 J jnl
Spectral-Spatial Transformer With Multiscale Convolutional Attention for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Junde Chen, Wenzhao Li, Hesham M. El-Askary
2025 J jnl
Traffic forecasting with meta attentive graph convolutional recurrent network.
Expert Syst. Appl.
Adnan Zeb, Jianying Zheng, Yongchao Ye, Junde Chen, Shiyao Zhang, Xuetao Wei, James Jianqiao Yu
2024 J jnl
CoPE: Composition-based Poincaré embeddings for link prediction in knowledge graphs.
Inf. Sci.
Adnan Zeb, Summaya Saif, Junde Chen, James Jianqiao Yu, Qingshan Jiang, Defu Zhang
2024 J jnl
M3T-LM: A multi-modal multi-task learning model for jointly predicting patient length of stay and mortality.
Comput. Biol. Medicine
Junde Chen, Qing Li, Feng Liu, Yuxin Wen
2024 J jnl
MAM-IncNet: an end-to-end deep learning detector for Camellia pest recognition.
Multim. Tools Appl.
Junde Chen, Weirong Chen, Yaser Ahangari Nanehkaran, Md Suzauddola
2024 J jnl
Multi-modal learning for inpatient length of stay prediction.
Comput. Biol. Medicine
Junde Chen, Yuxin Wen, Michael Pokojovy, Tzu-Liang (Bill) Tseng, Peter McCaffrey, Alex Vo, Eric Walser, Scott Moen
2023 J jnl
A deep learning approach for inpatient length of stay and mortality prediction.
J. Biomed. Informatics
Junde Chen, Trudi Di Qi, Jacqueline Vu, Yuxin Wen
2023 J jnl
A power line loss analysis method based on boost clustering.
J. Supercomput.
Junde Chen, Adnan Zeb, Yuandong Sun, Defu Zhang
2023 J jnl
Machine learning techniques for stock price prediction and graphic signal recognition.
Eng. Appl. Artif. Intell.
Junde Chen, Yuxin Wen, Yaser Ahangari Nanehkaran, Md Suzauddola, Weirong Chen, Defu Zhang
2023 J jnl
Multiscale Attention Networks for Pavement Defect Detection.
IEEE Trans. Instrum. Meas.
Junde Chen, Yuxin Wen, Yaser Ahangari Nanehkaran, Defu Zhang, Adnan Zeb
2023 J jnl
Stacking ensemble model of deep learning for plant disease recognition.
J. Ambient Intell. Humaniz. Comput.
Junde Chen, Adnan Zeb, Yaser Ahangari Nanehkaran, Defu Zhang
2023 J jnl
Weakly-supervised learning method for the recognition of potato leaf diseases.
Artif. Intell. Rev.
Junde Chen, Xiaofang Deng, Yuxin Wen, Weirong Chen, Adnan Zeb, Defu Zhang
2022 J jnl
Complex graph convolutional network for link prediction in knowledge graphs.
Expert Syst. Appl.
Adnan Zeb, Summaya Saif, Junde Chen, Anwar Ul Haq, Zhiguo Gong, Defu Zhang
2022 J jnl
Learning knowledge graph embeddings by deep relational roto-reflection.
Knowl. Based Syst.
Adnan Zeb, Summaya Saif, Junde Chen, Defu Zhang
2022 J jnl
MS-DNet: A mobile neural network for plant disease identification.
Comput. Electron. Agric.
Weirong Chen, Junde Chen, Rui Duan, Yang Fang, Quansheng Ruan, Defu Zhang
2022 J jnl
Mobile convolution neural network for the recognition of potato leaf disease images.
Multim. Tools Appl.
Weirong Chen, Junde Chen, Adnan Zeb, Shuangyuan Yang, Defu Zhang
2022 J jnl
Segmentation of medical images using an attention embedded lightweight network.
Eng. Appl. Artif. Intell.
Junde Chen, Weirong Chen, Adan Zeb, Defu Zhang
2021 J jnl
A cognitive vision method for the detection of plant disease images.
Mach. Vis. Appl.
Junde Chen, Jinxiu Chen, Defu Zhang, Yaser Ahangari Nanehkaran, Yuandong Sun
2021 J jnl
A pragmatic convolutional bagging ensemble learning for recognition of Farsi handwritten digits.
J. Supercomput.
Yaser Ahangari Nanehkaran, Junde Chen, Soheil Salimi, Defu Zhang
2021 J jnl
A turning point prediction method of stock price based on RVFL-GMDH and chaotic time series analysis.
Knowl. Inf. Syst.
Junde Chen, Shuangyuan Yang, Defu Zhang, Yaser Ahangari Nanehkaran
2021 J jnl
Analysis and comparison of machine learning classifiers and deep neural networks techniques for recognition of Farsi handwritten digits.
J. Supercomput.
Yaser Ahangari Nanehkaran, Defu Zhang, Soheil Salimi, Junde Chen, Yuan Tian, Najla Al-Nabhan
2021 J jnl
Automatic identification of commodity label images using lightweight attention network.
Neural Comput. Appl.
Junde Chen, Adnan Zeb, Shuangyuan Yang, Defu Zhang, Yaser Ahangari Nanehkaran
2021 J jnl
Identification of plant disease images via a squeeze-and-excitation MobileNet model and twice transfer learning.
IET Image Process.
Junde Chen, Defu Zhang, Md Suzauddola, Yaser Ahangari Nanehkaran, Yuandong Sun
2021 J jnl
Identification of rice plant diseases using lightweight attention networks.
Expert Syst. Appl.
Junde Chen, Defu Zhang, Adnan Zeb, Yaser Ahangari Nanehkaran
2021 J jnl
Identifying crop diseases using attention embedded MobileNet-V2 model.
Appl. Soft Comput.
Junde Chen, Defu Zhang, Md Suzauddola, Adnan Zeb
2021 J jnl
KGEL: A novel end-to-end embedding learning framework for knowledge graph completion.
Expert Syst. Appl.
Adnan Zeb, Anwar Ul Haq, Defu Zhang, Junde Chen, Zhiguo Gong
2021 J jnl
Learning hyperbolic attention-based embeddings for link prediction in knowledge graphs.
Knowl. Based Syst.
Adnan Zeb, Anwar Ul Haq, Junde Chen, Zhenfeng Lei, Defu Zhang
2021 J jnl
Research of power load prediction based on boost clustering.
Soft Comput.
Junde Chen, Defu Zhang, Yaser Ahangari Nanehkaran
2020 J jnl
A self-adaptive classification method for plant disease detection using GMDH-Logistic model.
Sustain. Comput. Informatics Syst.
Junde Chen, Hua-Yi Yin, Defu Zhang
2020 J jnl
Identifying plant diseases using deep transfer learning and enhanced lightweight network.
Multim. Tools Appl.
Junde Chen, Defu Zhang, Yaser Ahangari Nanehkaran
2020 J jnl
Intelligent monitoring method of water quality based on image processing and RVFL-GMDH model.
IET Image Process.
Junde Chen, Defu Zhang, Shuangyuan Yang, Yaser Ahangari Nanehkaran
2020 J jnl
Using deep transfer learning for image-based plant disease identification.
Comput. Electron. Agric.
Junde Chen, Jinxiu Chen, Defu Zhang, Yuandong Sun, Yaser Ahangari Nanehkaran
2019 J jnl
An Economic Operation Analysis Method of Transformer Based on Clustering.
IEEE Access
Junde Chen, Defu Zhang, Yaser Ahangari Nanehkaran
2019 J jnl
Block-based automatic road defect recognition approach.
J. Electronic Imaging
Junde Chen, Anwar Ul Haq, Defu Zhang