Efficient and Fast Light Field Compression via VAE-Based Spatial and Angular Disentanglement by Soheib Takhtardeshir, Roger Olsson, Christine Guillemot, Marten Sjostrom

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An Effective Deep Neural Network Architecture for EEG-Based Recognition of Emotions by Khadidja Henni, Neila Mezghani, Amar Mitiche, Lina Abou-Abbas, Amel Benazza-Ben Yahia

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Spectrum Sensing Meets ISAC: An Spectrum Detection Scheme for ISAC Services Based on Improved Denoising Auto-Encoder and CNN by Yuebo Li, Hengguo Song, Xiaoyang Ren, Zhiyue Zhang, Sichao Cheng, Xiaojun Jing

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Aero-Engine Fault Detection with an LSTM Auto-Encoder Combined with a Self-Attention Mechanism by Wenyou Du, Jingyi Zhang, Guanglei Meng, Haoran Zhang

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Deep Learning-Assisted Compound Bioactivity Estimation Framework by Yasmine Eid Mahmoud Yousef, Ayman El-Kilany, Farid Ali, Yassin M. Nissan, Ehab E. Hassanein

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Visual impairment prevention by early detection of diabetic retinopathy based on stacked auto-encoder by Shagufta Almas, Fazli Wahid, Sikandar Ali, Ahmed Alkhyyat, Kamran Ullah, Jawad Khan, Youngmoon Lee

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Noise Reduction in CWRU Data Using DAE and Classification with ViT by Jun-gyo Jang, Soon-sup Lee, Se-yun Hwang, Jae-chul Lee

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Analysis method combining improved AE algorithm and signal reconstruction in mechanical faults by Zhenhua Niu

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Facial Anti-Spoofing Using “Clue Maps” by Liang Yu Gong, Xue Jun Li, Peter Han Joo Chong

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Recognition of cancer mediating genes using MLP-SDAE model by Sougata Sheet, Ranjan Ghosh, Anupam Ghosh

Subjects: “…Stacked denoising auto-encoder…”
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Research on EEG signal classification of motor imagery based on AE and Transformer by Rui JIANG, Liuting SUN, Xiaoming WANG, Dapeng LI, Youyun XU

Subjects: “…motor imagery;deep learning;auto-encoder;attention module;Transformer model…”
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An efficient deep learning prognostic model for remaining useful life estimation of high speed CNC milling machine cutters by Hamdy K. Elminir, Mohamed A. El-Brawany, Dina Adel Ibrahim, Hatem M. Elattar, E.A. Ramadan

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Method based on contrastive incremental learning for fine-grained malicious traffic classification by Yifeng WANG, Yuanbo GUO, Qingli CHEN, Chen FANG, Renhao LIN, Yongliang ZHOU, Jiali MA

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Machine learning-based state of charge estimation: A comparison between CatBoost model and C-BLSTM-AE model by Abderrahim Zilali, Mehdi Adda, Khaled Ziane, Maxime Berger

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Method based on contrastive learning for fine-grained unknown malicious traffic classification by Yifeng WANG, Yuanbo GUO, Qingli CHEN, Chen FANG, Renhao LIN

Subjects: “…networA traffic classification;contrastive learning;variational auto-encoder;intrusion detection…”
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Multipurpose zero watermarking algorithm for medical image based on SVD and SAE by Jieli SUN, Yanxia ZHAO, Zenghui ZHOU, Sheng XING

Subjects: “…medical image;multipurpose zero watermarking;discrete wavelet transform;stacked auto-encoder…”
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Clustering and Vectorizing Acoustic Emission Events of Large Infrastructures’ Normal Operation by Theocharis Tsenis, Vassilios Kappatos

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Vehicle Trajectory Reconstruction on Urban Traffic Network Using Automatic License Plate Recognition Data by Xinyi Qi, Yanjie Ji, Wenhao Li, Shuichao Zhang

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An AutoEncoder enhanced light gradient boosting machine method for credit card fraud detection by Lianhong Ding, Luqi Liu, Yangchuan Wang, Peng Shi, Jianye Yu

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ECG Signal Ｒecognition Based on Deep Stacked Network by ZHANG Ｒiu, WANG Ｒu, HUANG Jun, ZENG Xin

Subjects: “…stacked sparse auto-encoder…”
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