Solving Data Overlapping Problem Using A Class‐Separable Extreme Learning Machine Auto‐Encoder by Ekkarat Boonchieng, Wanchaloem Nadda

Subjects: “…auto‐encoding…”
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An Enhanced Approach for Remaining Useful Life Prediction of Bearings Using Incomplete Lifecycle Data by Xunmeng An, Chao Zhang, Caiye Liu, Wentao Zhao

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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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Exploring pattern-specific components associated with hand gestures through different sEMG measures by Yangyang Yuan, Jionghui Liu, Chenyun Dai, Xiao Liu, Bo Hu, Jiahao Fan

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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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Review of image classification based on deep learning by Fu SU, Qin LV, Renze LUO

Subjects: “…deep learning;image classification;auto-encoders;deep belief networks;CNN…”
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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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Contextual information based anomaly detection for multi-scene aerial videos by Girisha S, Ujjwal Verma, Manohara M M. Pai, Radhika M. Pai

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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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