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检索条件"主题词=stacked autoencoder"
327 条 记 录,以下是221-230 订阅
排序:
Deep learning for predicting the monsoon over the homogeneous regions of India
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JOURNAL OF EARTH SYSTEM SCIENCE 2017年 第4期126卷 54页
作者: Saha, Moumita Mitra, Pabitra Nanjundiah, Ravi S. Indian Inst Technol Dept Comp Sci & Engn Kharagpur 721302 W Bengal India Indian Inst Sci Divecha Ctr Climate Change Bangalore 560012 Karnataka India Indian Inst Trop Meteorol Pune 411008 Maharashtra India Indian Inst Sci Ctr Atmospher & Ocean Sci Bangalore 560012 Karnataka India
Indian monsoon varies in its nature over the geographical regions. Predicting the rainfall not just at the national level, but at the regional level is an important task. In this article, we used a deep neural network... 详细信息
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Face recognition algorithm based on stack denoising and self-encoding LBP
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JOURNAL OF INTELLIGENT SYSTEMS 2022年 第1期31卷 501-510页
作者: Lu, Yanjing Khan, Mudassir Ansari, Mohd Dilshad Zhengzhou Tech Coll Zhengzhou 450121 Henan Peoples R China King Khalid Univ Coll Sci & Arts Tanumah Dept Comp Sci Abha Saudi Arabia CMR Coll Engn & Technol Hyderabad India
To optimize the weak robustness of traditional face recognition algorithms, the classification accuracy rate is not high, the operation speed is slower, so a face recognition algorithm based on local binary pattern (L... 详细信息
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Index tracking through deep latent representation learning
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QUANTITATIVE FINANCE 2020年 第4期20卷 639-652页
作者: Kim, Saejoon Kim, Soong Sogang Univ Dept Comp Sci & Engn 35 Baekbeom Ro Seoul 04107 South Korea
We consider the problem of index tracking whose goal is to construct a portfolio that minimizes the tracking error between the returns of a benchmark index and the tracking portfolio. This problem carries significant ... 详细信息
来源: 评论
CapsNet-LDA: predicting IncRNA-disease associations using attention mechanism and capsule network based on multi -view data
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BRIEFINGS IN BIOINFORMATICS 2023年 第1期24卷 bbac531-bbac531页
作者: Zhang, Zequn Xu, Junlin Wu, Yanan Liu, Niannian Wang, Yinglong Liang, Ying Jiangxi Agr Univ Coll Comp & Informat Engn Nanchang Peoples R China Hunan Univ Coll Informat Sci & Engn Changsha Peoples R China
Cumulative studies have shown that many long non -coding RNAs (lncRNAs) are crucial in a number of diseases. Predicting potential IncRNA-disease associations (LDAs) can facilitate disease prevention, diagnosis and tre... 详细信息
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DIAGNOSIS OF THE PARKINSON DISEASE BY USING DEEP NEURAL NETWORK CLASSIFIER
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ISTANBUL UNIVERSITY-JOURNAL OF ELECTRICAL AND ELECTRONICS ENGINEERING 2017年 第2期17卷 3311-3318页
作者: Caliskan, Abdullah Badem, Hasan Basturk, Alper Yuksel, Mehmet Emin Erciyes Univ Biomed Engn Kayseri Turkey Erciyes Univ Comp Engn Kayseri Turkey Sutcu Imam Univ Comp Engn Kahramanmaras Turkey
Parkinson disease occurs when certain clusters of brain cells are unable to generate dopamine which is needed to regulate the number of the motor and non-motor activity of the human body. Besides, contributing to spee... 详细信息
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Intelligent Fault Detection Scheme for Rolling Bearing Based on Generative Adversarial Network and autoencoders Using Convolutional Neural Network
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JOURNAL OF VIBRATION ENGINEERING & TECHNOLOGIES 2024年 第8期12卷 8979-8991页
作者: Rathore, Maan Singh Harsha, S. P. Indian Inst Technol Roorkee Dept Mech & Ind Engn Roorkee 247667 Uttarakhand India
Fault detection in early operational stages of rolling bearing is crucial for reliable and safe functioning of rotating machinery. Implementation of intelligent fault detection techniques involving deep learning metho... 详细信息
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CSO-CNN: circulatory system optimization-based cascade region CNN for fault estimation and driver behavior detection
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SIGNAL IMAGE AND VIDEO PROCESSING 2023年 第6期17卷 3063-3071页
作者: Priyadharshini, G. Ukrit, M. Ferni SRM Inst Sci & Technol Sch Comp Dept Computat Intelligence Kattankulathur India
The evolution of new trends in the automobile industry is creating more comfortable and convenient means of transportation. But still there exist manifold challenges in detecting legal and illegal drivers;therefore, e... 详细信息
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Data-feature-driven nonlinear process monitoring based on joint deep learning models with dual-scale
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INFORMATION SCIENCES 2022年 591卷 381-399页
作者: Yu, Jianbo Yan, Xuefeng East China Univ Sci & Technol Minist Educ Key Lab Adv Control & Optimizat Chem Proc Shanghai 200237 Peoples R China
The interactions among the gauged data in most exiting real-life cases are correlative inevitably given the complicated behavior of process systems, that is the observed input data should better be interpreted as gene... 详细信息
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Intelligent fall detection method based on accelerometer data from a wrist-worn smart watch
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MEASUREMENT 2019年 140卷 215-226页
作者: Chen, Lin Li, Rong Zhang, Hang Tian, Lili Chen, Ning Hunan Univ State Key Lab Adv Design & Mfg Vehicle Body Changsha 410082 Hunan Peoples R China Hunan Univ Coll Mech & Vehicle Engn Changsha 410082 Hunan Peoples R China
Accurate and reliable automatic fall detection based on wearable devices enables elderly people to receive instant treatment and can alleviate the severe consequences of falls. Falls are abnormal activities that occur... 详细信息
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Exploring Implicit and Explicit Geometrical Structure of Data for Deep Embedded Clustering
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NEURAL PROCESSING LETTERS 2021年 第1期53卷 1-16页
作者: Zhu, Xiaofei Do, Khoi Duy Guo, Jiafeng Xu, Jun Dietze, Stefan Chongqing Univ Technol Coll Comp Sci & Engn Chongqing 400054 Peoples R China Leibniz Univ Hannover Res Ctr L3S D-30167 Hannover Germany Chinese Acad Sci Inst Comp Technol Beijing 100190 Peoples R China Renmin Univ China Sch Informat Beijing 100872 Peoples R China Leibniz Inst Social Sci Knowledge Technol Social Sci D-50667 Cologne Germany
Clustering is an essential data analysis technique and has been studied extensively over the last decades. Previous studies have shown that data representation and data structure information are two critical factors f... 详细信息
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