yangyang
Associate Professor
I received my bachelor's degree and PH.D. in the School of Information Science and Engineering from Shandong University in 2004 and 2009. I finished my postdoctoral research in Control Science and Engineering of Shandong University in 2011, and finished my postdoctoral research in Department of Biomedical Engineering from Imperial College London in 2013. My research focus on video and signal analysis, deep learning, big data application and e... More+
Paper Publications
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[1] 赵朋辉. SGAD-GAN: Simultaneous Generation and Anomaly Detection for time-series sensor data with Generati.... Mechanical Systems and Signal Processing, 2024.
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[2] 宦思洁. Camera model identification based on dual-path enhanced ConvNeXt network and patches selected by .... Expert Systems with Applications, 2024.
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[3] 徐浩轩. Cross-domain car detection model with integrated convolutional blockattention mechanism. IMAGE AND VISION COMPUTING, 2023.
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[4] 宦思洁. Camera model identification based on dual-path enhanced ConvNeXt network and patches selected by .... Expert Systems with Applications, 241, 2024.
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[5] 于嘉超. Nonlinear wireless energy harvesting based uplink transmission in K-tier heterogeneous networks o.... ALEXANDRIA ENGINEERING JOURNAL, 88, 276-286, 2024.
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[6] 倪志祥. A multi-object tracking method with adaptive dual decoder and better motion affinity. IEEE Access, 20221, 2024.
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[7] 于嘉超. Nonlinear wireless energy harvesting based uplink transmission in K-tier heterogeneous networks o.... ALEXANDRIA ENGINEERING JOURNAL, 276, 2024.
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[8] 汪阳. A novel deep multifeature extraction framework based on attention mechanism using wearable sensor.... IEEE Sensors Journal, 23, 7188, 2023.
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[9] 王娜. Automatic Modulation Classification Based on CNN and Multiple Kernel Maximum Mean Discrepancy. ELECTRONICS, 12, 2023.
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[10] . Unsupervised video anomaly detection based on multi-timescale trajectory prediction. COMPUTER VISION AND IMAGE UNDERSTANDING, 227, 2023.
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[11] 王娜. Automatic Modulation Classification Based on CNN and Multiple Kernel Maximum Mean Discrepancy. ELECTRONICS, 12, 2022.
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[12] Zhao, Penghui. A high-dimensional and small-sample submersible fault detection method based on feature selection.... SENSORS-BASEL, 22, 2022.
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[13] 赵朋辉. A High-Dimensional and Small-Sample Submersible Fault Detection Method Based on Feature Selection.... SENSORS, 22, 2022.
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[14] 王娜. Multidimensional CNN-LSTM Network for Automatic Modulation Classification. ELECTRONICS, 10, 2021.
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[15] 刘云霞. Efficient Source Camera Identification with Diversity-Enhanced Patch Selection and Deep Residual .... Sensors, 21, 2021.
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[16] 吕传栋. Surveillance Personnel Behavior Analysis Technology based on Operation Log. 1530-1535, 2021.
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[17] 郑庆河. Spectrum interference-based two-level data augmentation method in deep learning for automatic mod.... NEURAL COMPUTING & APPLICATIONS, 2020.
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[18] Liu, Zhao-Guang. Hierarchical differential evolution algorithm combined with multi-cross operation. Expert Systems with Applications, 130, 276, 2019.
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[19] Wang Hongjun and yangyang. Passive Multiple Target Indoor Localization Based on Joint Interference Cancellation in an RFID S.... Electronics, 2019.
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[20] 杨阳. A Recursive Ensemble Learning Approach with Noisy Labels or Unlabeled Data. IEEE Access, 2019.