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Junde Chen
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2020 – today
- 2025
- [j33]Junde Chen, Yun Wang, Adnan Zeb, Md Suzauddola, Yuxin Wen:
Multimodal mixing convolutional neural network and transformer for Alzheimer's disease recognition. Expert Syst. Appl. 259: 125321 (2025) - 2024
- [j32]Junde Chen, Yuxin Wen, Michael Pokojovy, Tzu-Liang (Bill) Tseng, Peter McCaffrey, Alex Vo, Eric Walser, Scott Moen:
Multi-modal learning for inpatient length of stay prediction. Comput. Biol. Medicine 171: 108121 (2024) - [j31]Junde Chen, Qing Li, Feng Liu, Yuxin Wen:
M3T-LM: A multi-modal multi-task learning model for jointly predicting patient length of stay and mortality. Comput. Biol. Medicine 183: 109237 (2024) - [j30]Adnan Zeb, Summaya Saif, Junde Chen, James Jianqiao Yu, Qingshan Jiang, Defu Zhang:
CoPE: Composition-based Poincaré embeddings for link prediction in knowledge graphs. Inf. Sci. 662: 120197 (2024) - [j29]Junde Chen, Weirong Chen, Yaser Ahangari Nanehkaran, Md Suzauddola:
MAM-IncNet: an end-to-end deep learning detector for Camellia pest recognition. Multim. Tools Appl. 83(11): 31379-31394 (2024) - 2023
- [j28]Junde Chen, Xiaofang Deng, Yuxin Wen, Weirong Chen, Adnan Zeb, Defu Zhang:
Weakly-supervised learning method for the recognition of potato leaf diseases. Artif. Intell. Rev. 56(8): 7985-8002 (2023) - [j27]Junde Chen, Yuxin Wen, Yaser Ahangari Nanehkaran, Md Suzauddola, Weirong Chen, Defu Zhang:
Machine learning techniques for stock price prediction and graphic signal recognition. Eng. Appl. Artif. Intell. 121: 106038 (2023) - [j26]Junde Chen, Adnan Zeb, Yaser Ahangari Nanehkaran, Defu Zhang:
Stacking ensemble model of deep learning for plant disease recognition. J. Ambient Intell. Humaniz. Comput. 14(9): 12359-12372 (2023) - [j25]Junde Chen, Trudi Di Qi, Jacqueline Vu, Yuxin Wen:
A deep learning approach for inpatient length of stay and mortality prediction. J. Biomed. Informatics 147: 104526 (2023) - [j24]Junde Chen, Yuxin Wen, Yaser Ahangari Nanehkaran, Defu Zhang, Adnan Zeb:
Multiscale Attention Networks for Pavement Defect Detection. IEEE Trans. Instrum. Meas. 72: 1-12 (2023) - [j23]Junde Chen, Adnan Zeb, Yuandong Sun, Defu Zhang:
A power line loss analysis method based on boost clustering. J. Supercomput. 79(3): 3210-3226 (2023) - 2022
- [j22]Weirong Chen, Junde Chen, Rui Duan, Yang Fang, Quansheng Ruan, Defu Zhang:
MS-DNet: A mobile neural network for plant disease identification. Comput. Electron. Agric. 199: 107175 (2022) - [j21]Junde Chen, Weirong Chen, Adan Zeb, Defu Zhang:
Segmentation of medical images using an attention embedded lightweight network. Eng. Appl. Artif. Intell. 116: 105416 (2022) - [j20]Adnan Zeb, Summaya Saif, Junde Chen, Anwar Ul Haq, Zhiguo Gong, Defu Zhang:
Complex graph convolutional network for link prediction in knowledge graphs. Expert Syst. Appl. 200: 116796 (2022) - [j19]Adnan Zeb, Summaya Saif, Junde Chen, Defu Zhang:
Learning knowledge graph embeddings by deep relational roto-reflection. Knowl. Based Syst. 252: 109451 (2022) - [j18]Weirong Chen, Junde Chen, Adnan Zeb, Shuangyuan Yang, Defu Zhang:
Mobile convolution neural network for the recognition of potato leaf disease images. Multim. Tools Appl. 81(15): 20797-20816 (2022) - 2021
- [j17]Junde Chen, Defu Zhang, Md Suzauddola, Adnan Zeb:
Identifying crop diseases using attention embedded MobileNet-V2 model. Appl. Soft Comput. 113(Part): 107901 (2021) - [j16]Adnan Zeb, Anwar Ul Haq, Defu Zhang, Junde Chen, Zhiguo Gong:
KGEL: A novel end-to-end embedding learning framework for knowledge graph completion. Expert Syst. Appl. 167: 114164 (2021) - [j15]Junde Chen, Defu Zhang, Adnan Zeb, Yaser Ahangari Nanehkaran:
Identification of rice plant diseases using lightweight attention networks. Expert Syst. Appl. 169: 114514 (2021) - [j14]Junde Chen, Defu Zhang, Md Suzauddola, Yaser Ahangari Nanehkaran, Yuandong Sun:
Identification of plant disease images via a squeeze-and-excitation MobileNet model and twice transfer learning. IET Image Process. 15(5): 1115-1127 (2021) - [j13]Junde Chen, Shuangyuan Yang, Defu Zhang, Yaser Ahangari Nanehkaran:
A turning point prediction method of stock price based on RVFL-GMDH and chaotic time series analysis. Knowl. Inf. Syst. 63(10): 2693-2718 (2021) - [j12]Adnan Zeb, Anwar Ul Haq, Junde Chen, Zhenfeng Lei, Defu Zhang:
Learning hyperbolic attention-based embeddings for link prediction in knowledge graphs. Knowl. Based Syst. 229: 107369 (2021) - [j11]Junde Chen, Jinxiu Chen, Defu Zhang, Yaser Ahangari Nanehkaran, Yuandong Sun:
A cognitive vision method for the detection of plant disease images. Mach. Vis. Appl. 32(1): 31 (2021) - [j10]Junde Chen, Adnan Zeb, Shuangyuan Yang, Defu Zhang, Yaser Ahangari Nanehkaran:
Automatic identification of commodity label images using lightweight attention network. Neural Comput. Appl. 33(21): 14413-14428 (2021) - [j9]Junde Chen, Defu Zhang, Yaser Ahangari Nanehkaran:
Research of power load prediction based on boost clustering. Soft Comput. 25(8): 6401-6413 (2021) - [j8]Yaser Ahangari Nanehkaran, Defu Zhang, Soheil Salimi, Junde Chen, Yuan Tian, Najla Al-Nabhan:
Analysis and comparison of machine learning classifiers and deep neural networks techniques for recognition of Farsi handwritten digits. J. Supercomput. 77(4): 3193-3222 (2021) - [j7]Yaser Ahangari Nanehkaran, Junde Chen, Soheil Salimi, Defu Zhang:
A pragmatic convolutional bagging ensemble learning for recognition of Farsi handwritten digits. J. Supercomput. 77(11): 13474-13493 (2021) - 2020
- [j6]Junde Chen, Jinxiu Chen, Defu Zhang, Yuandong Sun, Yaser Ahangari Nanehkaran:
Using deep transfer learning for image-based plant disease identification. Comput. Electron. Agric. 173: 105393 (2020) - [j5]Junde Chen, Defu Zhang, Shuangyuan Yang, Yaser Ahangari Nanehkaran:
Intelligent monitoring method of water quality based on image processing and RVFL-GMDH model. IET Image Process. 14(17): 4646-4656 (2020) - [j4]Junde Chen, Defu Zhang, Yaser Ahangari Nanehkaran:
Identifying plant diseases using deep transfer learning and enhanced lightweight network. Multim. Tools Appl. 79(41-42): 31497-31515 (2020) - [j3]Junde Chen, Hua-Yi Yin, Defu Zhang:
A self-adaptive classification method for plant disease detection using GMDH-Logistic model. Sustain. Comput. Informatics Syst. 28: 100415 (2020)
2010 – 2019
- 2019
- [j2]Junde Chen, Defu Zhang, Yaser Ahangari Nanehkaran:
An Economic Operation Analysis Method of Transformer Based on Clustering. IEEE Access 7: 127956-127966 (2019) - [j1]Junde Chen, Anwar Ul Haq, Defu Zhang:
Block-based automatic road defect recognition approach. J. Electronic Imaging 28(5): 053023 (2019)
Coauthor Index
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