Výsledky vyhľadávania - Modified stacked denoising autoencoder

Stepwise inertial intelligent control for wind power frequency support based on modified stacked denoising autoencoder Autor Zhou, Tao, Wang, Yalun, Quan, Hao, Zhang, Teng

“…Due to the large-scale popularization of renewable energy, the rotational inertia of modern power system is reduced, which increases the risk of power system…”
Získať plný text

Sediment Classification of Acoustic Backscatter Image Based on Stacked Denoising Autoencoder and Modified Extreme Learning Machine Autor Zhou, Ping, Chen, Gang, Wang, Mingwei, Chen, Jifa, Li, Yizhe

“… Therefore, we propose a sediment classification method based on the acoustic backscatter image by combining a stacked denoising auto encoder (SDAE…”
Získať plný text

Modified metaheuristics with stacked sparse denoising autoencoder model for cervical cancer classification Autor Vaiyapuri, Thavavel, Alaskar, Haya, Syed, Liyakathunisa, Aljohani, Eman, Alkhayyat, Ahmed, Shankar, K., Kumar, Sachin

“…•Propose modified firefly optimization algorithm for hyperparameter tuning.•Validate the performance of proposed model on Herlev database…”
Získať plný text

Heartbeat classification system based on modified stacked denoising autoencoders and neural networks Autor Chaoyan Jiang, Shuang Song, Meng, Max Q.-H

“…This paper introduces a complete heartbeat classification system based on modified stacked denoising autoencoders and neural networks…”
Získať plný text

Denoising Letter Images from Scanned Invoices Using Stacked Autoencoders Autor Ibrahim, Muhammad, Hanif, Muhammad, Ahmad, Shabir, Jamil, Faisal, Sehar, Tayyaba, Lee, YunJung, Kim, DoHyeun

“… A stacked denoising autoencoder (SDAE) is implemented with two hidden layers each in encoder network and decoder network…”
Získať plný text

Fault Diagnosis for Hydraulic Servo System: A Stacked Denoising Autoencoder Method based on Self-Learning of Robustness Features Autor Wang, Zhenya, Fan, Jiaxuan, Huang, Hu, Han, Te

“… Thus this paper proposes a stacked deep learning based model to represent robust feature information in terms of the advantage of cognitive computing and pattern classification theory, which is shown…”
Získať plný text

Probabilistic Stacked Denoising Autoencoder for Power System Transient Stability Prediction With Wind Farms Autor Su, Tong, Liu, Youbo, Zhao, Junbo, Liu, Junyong

“…To address the uncertainties of renewable energy and loads in transient stability assessment with credible contingencies, this letter proposes a stacked denoising autoencoder (SDAE…”
Získať plný text

Object detection and tracking under Complex environment using deep learning-based LPM Autor Li, Yundong, Zhang, Xueyan, Li, Hongguang, Zhou, Qichen, Cao, Xianbin, Xiao, Zhifeng

“…Object detection and tracking under complex environment are challenging because of the disturbances induced by background clutter, illumination changes,…”
Získať plný text

An Automatic Cardiac Arrhythmia Classification System With Wearable Electrocardiogram Autor Xia, Yufa, Zhang, Huailing, Xu, Lin, Gao, Zhifan, Zhang, Heye, Liu, Huafeng, Li, Shuo

“…This paper presents an automatic wearable electrocardiogram (ECG) classification and monitoring system with stacked denoising autoencoder (SDAE…”
Získať plný text

Adaptive marginalized stacked denoising autoencoders and its application Autor Yu, Zhi-bin, Chen, Chun-xia, Pang, Rong, Chen, Tao-wei

“…In this paper, we propose a modified marginalized autoencoders. Here, the noise adding way at a fixed rate in marginalized autoencoders is replaced by the adaptive noise injection…”
Získať plný text

Ensemble deep transfer learning driven by multisensor signals for the fault diagnosis of bevel-gear cross-operation conditions Autor Di, ZiYang, Shao, HaiDong, Xiang, JiaWei

“… First, a novel stacked autoencoder (NSAE) is constructed using a denoising autoencoder, batch normalization, and the Swish activation function…”
Získať plný text

Cycle life test optimization for different Li-ion power battery formulations using a hybrid remaining-useful-life prediction method Autor Ma, Jian, Xu, Shu, Shang, Pengchao, ding, Yu, Qin, Weili, Cheng, Yujie, Lu, Chen, Su, Yuzhuan, Chong, Jin, Jin, Haizu, Lin, Yongshou

“…•Deep learning is used to predict battery lifespan in high-temperature testing.•The transfer learning method is based on a stacked denoising autoencoder…”
Získať plný text

Revolutionizing emergency vehicle response: a smart traffic management approach with adaptive CNN and hybrid deep learning Autor Vikraman, Bindu Puthentharayil, Mahadevan, Vanitha, Jabbar, Rani Fathima

“…), which has been optimized with the Enhanced walrus optimization (EWO) algorithm. In addition, a hybrid deep learning model is used to identify emergency vehicles, with Stacked AutoEncoder (SAE…”
Získať plný text

Data-Driven Dynamic Security Partition Assessment of Power Systems Based on Symmetric Electrical Distance Matrix and Chebyshev Distance Autor Qi, Hang, Su, Ruiyang, Sun, Runjia, Yan, Jiongcheng

“… Secondly, high-level features of operating conditions are extracted based on the stacked denoising autoencoder…”
Získať plný text

Hierarchical feature exttratction for object recogition in complex SAR image using modified convolutional auto-encoder Autor Tian, S.R., Wang, C., Zhang, H.

“… In this paper, a feature extraction method based on modified stacked convolutional denoising auto-encoder (MSCDAE…”
Získať plný text

Complete Stacked Denoising Auto-Encoders for Regression Autor Fernández-García, María-Elena, Sancho-Gómez, José-Luis, Ros-Ros, Antonio, Figueiras-Vidal, Aníbal R.

“…Complete modified stacked denoising auto-encoder (CMSDAE) machines constitute a version of stacked auto-encoders in which a target estimate is included…”
Získať plný text

Cross-domain sentiment classification using deep learning approach Autor Miao Sun, Qi Tan, Runwei Ding, Hong Liu

“… In this paper, we firstly propose a modified version of marginalized stacked denoising autoencoders (mSDA). We call it mSDA++…”
Získať plný text

A New Pan-Sharpening Method With Deep Neural Networks Autor Huang, Wei, Xiao, Liang, Wei, Zhihui, Liu, Hongyi, Tang, Songze

“… Inspired by this observation, a modified sparse denoising autoencoder (MSDA) algorithm is proposed to train the relationship between high-resolution (HR…”
Získať plný text

Secure and Privacy-Preserving Framework for IoT-Enabled Smart Grid Environment Autor Kumar, Chandan, Chittora, Prakash

“…Due to recent technical breakthroughs in wireless communication and the Internet of Things (IoT), the smart grid (SG) has been recognized as a next-generation…”
Získať plný text

An On-Line and Adaptive Method for Detecting Abnormal Events in Videos Using Spatio-Temporal ConvNet Autor Bouindour, Samir, Snoussi, Hichem, Hittawe, Mohamad Mazen, Tazi, Nacef, Wang, Tian

“… In this context, we use only normal events as training samples. We propose to use a modified version of pretrained 3D residual convolutional network to extract spatio-temporal…”
Získať plný text