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检索条件"主题词=Autoencoder"
4251 条 记 录,以下是471-480 订阅
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Bleaching Detection in Coral Reef using Deep Convolutional autoencoder based Model  4
Bleaching Detection in Coral Reef using Deep Convolutional A...
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4th International Conference on Artificial Intelligence and Signal Processing
作者: Gautam, Neeraj Kumar Mishra, Mayank Pati, Umesh C. NIT Rourkela Dept ECE Rourkela India
The coral reefs have been considered as an essential component of the marine ecosystem as they help ecologically as well as toward the development of medicine related to the severe diseases such as HIV infections, hea... 详细信息
来源: 评论
CHA2: CHemistry Aware Convex Hull autoencoder Towards Inverse Molecular Design  46th
CHA2: CHemistry Aware Convex Hull Autoencoder Towards Invers...
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46th German Conference on Artificial Intelligence (KI)
作者: Ghaemi, Mohammad Sajjad Hu, Hang Hu, Anguang Ooi, Hsu Kiang Natl Res Council Canada Toronto ON Canada DRDC Suffield Res Ctr Edmonton AB Canada
Optimizing molecular design and discovering novel chemical structures to meet specific objectives, such as quantitative estimates of the drug-likeness score (QEDs), is NP-hard due to the vast combinatorial design spac... 详细信息
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A Genetic Programming Encoder for Increasing autoencoder Interpretability  6th
A Genetic Programming Encoder for Increasing Autoencoder Int...
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26th European Conference on Genetic Programming (EuroGP) Held as Part of EvoStar
作者: Schofield, Finn Slyfield, Luis Lensen, Andrew Victoria Univ Wellington Sch Engn & Comp Sci POB 600 Wellington 6140 New Zealand
autoencoders are powerful models for non-linear dimensionality reduction. However, their neural network structure makes it difficult to interpret how the high dimensional features relate to the lowdimensional embeddin... 详细信息
来源: 评论
autoencoder-Based Tongue Shape Estimation During Continuous Speech  23
Autoencoder-Based Tongue Shape Estimation During Continuous ...
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Interspeech Conference
作者: Ribeiro, Vinicius Laprie, Yves Univ Lorraine CNRS Inria LORIA F-54000 Nancy France
Vocal tract shape estimation is a necessary step for articulatory speech synthesis. However, the literature on the topic is scarce, and most current methods lack adequacy to many physical constraints related to speech... 详细信息
来源: 评论
autoencoder Model Exploration for Multi-Layer Video Compression  10
Autoencoder Model Exploration for Multi-Layer Video Compress...
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10th European Workshop on Visual Information Processing (EUVIP)
作者: Cancellier, Luiz Henrique Grellert, Mateus Guntzel, Jose Luis da Silva Cruz, Luis A. Fed Univ Santa Catarina UFSC INE PPGCC Florianopolis SC Brazil Univ Coimbra Dept Elect & Comp Engn Coimbra Portugal Inst Telecomunicacoes Coimbra Portugal
The use of autoencoder models for image and video compression have been explored by a number of works published in recent years. While those works perform the original data compression in a single layer, in this work ... 详细信息
来源: 评论
autoencoder Ensemble Method for Botnets Detection on IOT Devices  21
Autoencoder Ensemble Method for Botnets Detection on IOT Dev...
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21st IEEE International Conference on Machine Learning and Applications (IEEE ICMLA)
作者: Arroyo, Steven E. Ho, Shen Shyang Rowan Univ Glassboro NJ 08028 USA
Like anything else on the internet, IoT devices are very susceptible to cyber-attacks that could take out the device or install spyware. In this paper, we propose an anomaly detection solution driven by an autoencoder... 详细信息
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Innovations autoencoder and its Application in One-class Anomalous Sequence Detection
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JOURNAL OF MACHINE LEARNING RESEARCH 2022年 第1期23卷 1-27页
作者: Wang, Xinyi Tong, Lang Cornell Univ Dept Elect & Comp Engn Ithaca NY 14850 USA
An innovations sequence of a time series is a sequence of independent and identically distributed random variables with which the original time series has a causal representation. The innovation at a time is statistic... 详细信息
来源: 评论
Aircraft Engines Remaining Useful Life Prediction Based on A Hybrid Model of autoencoder and Deep Belief Network
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IEEE ACCESS 2022年 10卷 82156-82163页
作者: Al-Khazraji, Huthaifa Nasser, Ahmed R. Hasan, Ahmed M. Al Mhdawi, Ammar K. Al-Raweshidy, Hamed Humaidi, Amjad J. Univ Technol Baghdad Control & Syst Engn Dept Baghdad 10066 Iraq Edge Hill Univ Dept Comp Sci Ormskirk L39 4QP England Brunel Univ London Dept Elect & Elect Engn Uxbridge UB8 3PH Middx England
Remaining Useful Life (RUL) is used to provide an early indication of failures that required performing maintenance and/or replacement of the system in advance. Accurate RUL prediction offers cost-effective operation ... 详细信息
来源: 评论
LS-LSTM-AE: Power load forecasting via Long-Short series features and LSTM-autoencoder
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ENERGY REPORTS 2022年 8卷 596-603页
作者: Tong, Xin Wang, Jingya Zhang, Changlin Wu, Teng Wang, Haitao Wang, Yu Peoples Publ Secur Univ China Beijing 100038 Peoples R China Henan Police Coll Zhengzhou 450046 Peoples R China Kanazawa Univ Kakuma Machi Kanazawa Ishikawa 9201164 Japan China Peoples Police Univ Langfang 065000 Peoples R China
Aiming at weak representation ability and severe loss of time series features in the traditional methods when facing large-scale and complex power load forecasting tasks, an LSTM-autoencoder model that integrates long... 详细信息
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A Semi-Supervised autoencoder-Based Approach for Protein Function Prediction
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IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS 2022年 第10期26卷 4957-4965页
作者: Dhanuka, Richa Tripathi, Anushree Singh, Jyoti P. Natl Inst Technol Patna Patna 800005 Bihar India
After the development of next-generation sequencing techniques, protein sequences are abundantly available. Determining the functional characteristics of these proteins is costly and time-consuming. The gap between th... 详细信息
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