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An Adaptive Deep Metric Learning Loss Function for Class-Imbalance Learning via Intraclass Diversity and Interclass Distillation Journal article
Du,Jie, Zhang,Xiaoci, Liu,Peng, Vong,Chi Man, Wang,Tianfu. An Adaptive Deep Metric Learning Loss Function for Class-Imbalance Learning via Intraclass Diversity and Interclass Distillation[J]. IEEE Transactions on Neural Networks and Learning Systems, 2024, 35(11), 15372-15386.
Authors:  Du,Jie;  Zhang,Xiaoci;  Liu,Peng;  Vong,Chi Man;  Wang,Tianfu
Favorite | TC[WOS]:5 TC[Scopus]:9  IF:10.2/10.4 | Submit date：2023/08/03
Class-imbalance Learning (Cil)  Correlation  Deep Metric Learning (Dml)  Diverse And Discriminant Feature  Face Recognition  Feature Extraction  Learning Systems  Loss Function With Adaptive Weights  Semantic Correlations Between Classes  Semantics  Task Analysis  Ultrasonic Imaging  
Wind Turbine Fault Diagnosis for Class-Imbalance and Small-size Data based on Stacked Capsule Autoencoder Journal article
Wang, Xianbo, Chen, Hao, Zhao, Jing, Song, Chonghui, Zhang, Yongkang, Yang, Zhixin, Wong, Pak Kin. Wind Turbine Fault Diagnosis for Class-Imbalance and Small-size Data based on Stacked Capsule Autoencoder[J]. IEEE Transactions on Industrial Informatics, 2024, 20(11), 12694-12704.
Authors:  Wang, Xianbo;  Chen, Hao;  Zhao, Jing;  Song, Chonghui;  Zhang, Yongkang; et al.
Adobe PDF | Favorite | TC[WOS]:4 TC[Scopus]:5  IF:11.7/11.4 | Submit date：2024/08/25
Deep Learning  Fault Diagnosis  Feature Learning  Stacked Capsule Autoencoder (Scae)  Wind Turbine  
Radiomics incorporating deep features for predicting Parkinson’s disease in 123I-Ioflupane SPECT Journal article
Jiang, Han, Du, Yu, Lu, Zhonglin, Wang, Bingjie, Zhao, Yonghua, Wang, Ruibing, Zhang, Hong, Mok, Greta S.P.. Radiomics incorporating deep features for predicting Parkinson’s disease in 123I-Ioflupane SPECT[J]. EJNMMI Physics, 2024, 11(1), 60.
Authors:  Jiang, Han;  Du, Yu;  Lu, Zhonglin;  Wang, Bingjie;  Zhao, Yonghua; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:3.0/3.7 | Submit date：2024/08/05
123i-ioflupane  Deep Feature  Deep Learning  Parkinson’s Disease  Radiomics  Spect  
A 90.7-nW Vibration-Based Condition Monitoring Chip Featuring a Digital Compute-in-Memory-Based DNN Accelerator Using an Ultra-Low-Power 13T-SRAM Cell Journal article
Zhang, Haochen, Yu, Wei Han, Yang, Zhizhan, Un, Ka Fai, Yin, Jun, Martins, Rui P., Mak, Pui In. A 90.7-nW Vibration-Based Condition Monitoring Chip Featuring a Digital Compute-in-Memory-Based DNN Accelerator Using an Ultra-Low-Power 13T-SRAM Cell[J]. IEEE JOURNAL OF SOLID-STATE CIRCUITS, 2024.
Authors:  Zhang, Haochen;  Yu, Wei Han;  Yang, Zhizhan;  Un, Ka Fai;  Yin, Jun; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:4.6/5.6 | Submit date：2024/08/05
13t-sram  Accelerometer Sensor  Compute-in-memory (Cim)  Deep Neural Network (Dnn)  Feature Extractor  Internet-of-things  Ultra-low Power (Ulp)  Vibration-based Condition Monitoring (Vbcm)  
Dual Stream Long Short-Term Memory Feature Fusion Classifier for Surface Electromyography Gesture Recognition Journal article
Zhang, Kexin, Badesa, Francisco J., Liu, Yinlong, Ferre Pérez, Manuel. Dual Stream Long Short-Term Memory Feature Fusion Classifier for Surface Electromyography Gesture Recognition[J]. Sensors, 2024, 24(11), 3631.
Authors:  Zhang, Kexin;  Badesa, Francisco J.;  Liu, Yinlong;  Ferre Pérez, Manuel
Favorite | TC[WOS]:2 TC[Scopus]:3  IF:3.4/3.7 | Submit date：2024/07/04
Deep Learning  Dual Stream Lstm  Feature Fusion  Gesture Recognition  
A Full-Reference Image Quality Assessment Method via Deep Meta-Learning and Conformer Journal article
Lang, Shujun, Liu, Xu, Zhou, Mingliang, Luo, Jun, Pu, Huayan, Zhuang, Xu, Wang, Jason, Wei, Xuekai, Zhang, Taiping, Feng, Yong, Shang, Zhaowei. A Full-Reference Image Quality Assessment Method via Deep Meta-Learning and Conformer[J]. IEEE Transactions on Broadcasting, 2024, 70(1), 316-324.
Authors:  Lang, Shujun;  Liu, Xu;  Zhou, Mingliang;  Luo, Jun;  Pu, Huayan; et al.
Favorite | TC[WOS]:6 TC[Scopus]:7  IF:3.2/3.6 | Submit date：2024/02/22
Conformer  Deep Learning  Distortion  Feature Extraction  Full-reference Image Quality Assessment  Image Quality  Knowledge-driven  Meta-learning  Metalearning  Task Analysis  Visualization  
Dynamic Focusing Network for Semisupervised Mechanical Fault Diagnosis of Rotating Machinery Journal article
Chen, Hao, Wang, Xian Bo, Li, Jia ming, Yang, Zhi Xin. Dynamic Focusing Network for Semisupervised Mechanical Fault Diagnosis of Rotating Machinery[J]. IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2024.
Authors:  Chen, Hao;  Wang, Xian Bo;  Li, Jia ming;  Yang, Zhi Xin
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:11.7/11.4 | Submit date：2024/07/04
Attention Mechanism  Deep Learning  Fault Diagnosis  Fault Diagnosis  Feature Extraction  Informatics  Machinery  Mutual Information (Mi)  Rotating Machinery  Uncertainty  Vectors  Vibrations  
Pay Less But Get More: A Dual-Attention-based Channel Estimation Network for Massive MIMO Systems with Low-Density Pilots Journal article
Zhou, Binggui, Yang, Xi, Ma, Shaodan, Gao, Feifei, Yang, Guanghua. Pay Less But Get More: A Dual-Attention-based Channel Estimation Network for Massive MIMO Systems with Low-Density Pilots[J]. IEEE Transactions on Wireless Communications, 2024, 24(6), 6061-6076.
Authors:  Zhou, Binggui;  Yang, Xi;  Ma, Shaodan;  Gao, Feifei;  Yang, Guanghua
Favorite | TC[WOS]:2 TC[Scopus]:3  IF:8.9/8.6 | Submit date：2024/02/22
Low-overhead Channel Estimation  Channel Estimation  Antenna Arrays  Attention Mechanism  Deep Learning  Estimation  Feature Extraction  Massive Mimo  Massive Mimo  Training  Transfer Learning  Wireless Communication  
Extreme Fuzzy Broad Learning System: Algorithm, Frequency Principle, and Applications in Classification and Regression Journal article
Duan, Junwei, Yao, Shiyi, Tan, Jiantao, Liu, Yang, Chen, Long, Zhang, Zhen, Chen, C. L.P.. Extreme Fuzzy Broad Learning System: Algorithm, Frequency Principle, and Applications in Classification and Regression[J]. IEEE Transactions on Neural Networks and Learning Systems, 2024.
Authors:  Duan, Junwei;  Yao, Shiyi;  Tan, Jiantao;  Liu, Yang;  Chen, Long; et al.
Favorite | TC[WOS]:3 TC[Scopus]:2  IF:10.2/10.4 | Submit date：2024/05/16
Broad Learning System (Bls)  Classification  Deep Neural Network  Feature Extraction  Frequency Principle  Fuzzy Extreme Learning Machine (Elm)  Learning Systems  Mathematical Models  Neural Networks  Regression  Stacking  Task Analysis  Training  
Towards evaluating the robustness of deep neural semantic segmentation networks with Feature-Guided Method Journal article
Xiao, Yatie, Pun, Chi Man, Chen, Kongyang. Towards evaluating the robustness of deep neural semantic segmentation networks with Feature-Guided Method[J]. Knowledge-Based Systems, 2023, 281, 111063.
Authors:  Xiao, Yatie;  Pun, Chi Man;  Chen, Kongyang
Favorite | TC[WOS]:3 TC[Scopus]:3  IF:7.2/7.4 | Submit date：2024/01/02
Adversarial Attack  Deep Neural Networks  Feature Guide  Segmentation