Search Results - stacked sparse autoencoder(sage)

Flatness pattern recognition based on stacked sparse denoising autoencoder and improved Osprey optimisation algorithm kernel-extreme learning machine by Zhou, Yaluo, Zhang, Shaochuan, Liu, Wenguang, Zhang, Ruicheng

“… proposes a flatness recognition method based on stack sparse denoising autoencoder (SSDAE) with improved Osprey optimisation algorithm kernel-extreme learning machine…”
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Stacked sparse autoencoder in cavitation noise signal data classification of hydro turbine based on power spectrum by Kang, Ziyang, Feng, Chi, Wan, Xiaoqing, Liu, Zhiliang, Chen, Liwei

“… The stacked sparse autoencoder (SSA) nuclear framework is utilized to learn more abstract and invariant high-level features from the multiple feature sets…”
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Image fusion based on shift invariant shearlet transform and stacked sparse autoencoder by Wang, Peng-Fei, Luo, Xiao-Qing, Li, Xin-Yi, Zhang, Zhan-Cheng

“…Stacked sparse autoencoder is an efficient unsupervised feature extraction method, which has excellent ability in representation of complex data…”
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A deep feature extraction method for bearing fault diagnosis based on empirical mode decomposition and kernel function by Wang, Fengtao, Deng, Gang, Liu, Chenxi, Su, Wensheng, Han, Qingkai, Li, Hongkun

“…, which are regarded as the inputs of the proposed stacked kernel sparse autoencoder network. The proposed method does not depend on prior knowledge of fault diagnosis…”
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Deep Learning Role in Early Diagnosis of Prostate Cancer by Reda, Islam, Khalil, Ashraf, Elmogy, Mohammed, Abou El-Fetouh, Ahmed, Shalaby, Ahmed, Abou El-Ghar, Mohamed, Elmaghraby, Adel, Ghazal, Mohammed, El-Baz, Ayman

“…The objective of this work is to develop a computer-aided diagnostic system for early diagnosis of prostate cancer. The presented system integrates both…”
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