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检索条件"主题词=Encoder-Decoder architecture"
140 条 记 录,以下是111-120 订阅
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Detecting multi-stage attacks using sequence-to-sequence model
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COMPUTERS & SECURITY 2021年 105卷 102203-102203页
作者: Zhou, Peng Zhou, Gongyan Wu, Dakui Fei, Minrui Shanghai Univ Shanghai Key Lab Power Stn Automat Technol Shanghai Peoples R China
Multi-stage attack is a kind of sophisticated intrusion strategy that has been widely used for penetrating the well protected network infrastructures. To detect such attacks, state-of-theart research advocates the use... 详细信息
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Inspection route prediction in substation using long short-term memory networks
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COMPUTERS & ELECTRICAL ENGINEERING 2022年 98卷 107680-107680页
作者: Yang, Yingyi Yang, Fan Wu, Hao China Southern Power Grid Technol Co Ltd Robot Div Guangzhou 510170 Guangdong Peoples R China Guangdong Engn Res Ctr Special Robots Special Ind Guangzhou 510170 Guangdong Peoples R China Guangdong Power Grid Co Shaoguan Power Supply Bur Shaoguan 512000 Guandong Peoples R China
Inspection route prediction in real-time is still a huge challenge for the following aspects. Firstly, the equipment in substations to be inspected not only related to spatial distribution, but also geographical envir... 详细信息
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Automated detection and segmentation of cracks in concrete surfaces using joined segmentation and classification deep neural network
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CONSTRUCTION AND BUILDING MATERIALS 2023年 408卷
作者: Tabernik, Domen Suc, Matic Skocaj, Danijel Univ Ljubljana Fac Comp & Informat Sci Vecna Pot 113 Ljubljana Slovenia
Automated quality control of pavement and concrete surfaces is essential for maintaining structural integrity and consistency in the construction and infrastructure industries. This paper presents a novel deep learnin... 详细信息
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A tutorial review of neural network modeling approaches for model predictive control
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COMPUTERS & CHEMICAL ENGINEERING 2022年 165卷
作者: Ren, Yi Ming Alhajeri, Mohammed S. Luo, Junwei Chen, Scarlett Abdullah, Fahim Wu, Zhe Christofides, Panagiotis D. Univ Calif Los Angeles Dept Chem & Biomol Engn Los Angeles CA 90095 USA Univ Calif Los Angeles Dept Elect & Comp Engn Los Angeles CA 90095 USA Kuwait Univ Dept Chem Engn Safat 13060 Kuwait Natl Univ Singapore Dept Chem & Biomol Engn Singapore 117585 Singapore
An overview of the recent developments of time-series neural network modeling is presented along with its use in model predictive control (MPC). A tutorial on the construction of a neural network-based model is provid... 详细信息
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Automatic modulation recognition via aligned signals and key features
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ELECTRONICS LETTERS 2023年 第1期59卷 e12697-e12697页
作者: Liu, Fugang Pan, Jingyi Zhou, Ruolin Jiang, Xiaolin Heilongjiang Univ Sci & Technol Harbin Peoples R China Univ Massachusetts Dartmouth MA USA Jinhua Adv Res Inst Jinhua Peoples R China
Deep learning-based classification algorithms have been used for automatic modulation recognition (AMR). However, most methods only focus on end-to-end mapping and neglect the classic key features. In this paper, sign... 详细信息
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RoboPV: An integrated software package for autonomous aerial monitoring of large scale PV plants
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ENERGY CONVERSION AND MANAGEMENT 2022年 254卷 115217-115217页
作者: Sizkouh, A. M. Moradi Esmailifar, S. M. Aghaei, M. Karimkhani, M. Concordia Univ Dept Elect & Comp Engn Montreal PQ H3G 1M8 Canada Amirkabir Univ Technol Sch Mech Aerosp & Marine Engn Tehran 158754413 Iran Norwegian Univ Sci & Technol NTNU Dept Ocean Operat & Civil Engn N-6009 Alesund Norway Univ Freiburg Dept Sustainable Syst Engn INATECH D-79110 Freiburg Germany
In this paper, a novel software package, called RoboPV, is introduced for autonomous aerial monitoring of PV plants. RoboPV automatically performs aerial monitoring of PV plants, from optimal trajectory planning to im... 详细信息
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MITP-Net: A deep-learning framework for short-term indoor temperature in multi-zone
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BUILDING AND ENVIRONMENT 2023年 第1期239卷
作者: Xing, Tian Sun, Kailai Zhao, Qianchuan Tsinghua Univ Ctr Intelligent & Networked Syst Dept Automat BNRist Beijing 100084 Peoples R China
Indoor temperature prediction is an essential component of building control and energy saving. Although existing indoor temperature prediction frameworks have achieved remarkable progress, they struggle to achieve hig... 详细信息
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Two-stage deep image restoration network with application to single image shadow removal
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APPLIED SOFT COMPUTING 2024年 167卷
作者: Yeh, Chia-Hung Zhan, Zhi-Xiang Kang, Li-Wei Natl Taiwan Normal Univ Dept Elect Engn Taipei Taiwan Natl Sun Yat Sen Univ Dept Elect Engn Kaohsiung Taiwan
In this paper, we introduce a two-stage deep learning-based image restoration network and its application to remove shadow information from a single image, named by ESCNet (encoder-decoder based Shadow removal with Co... 详细信息
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HCS-Net: Multi-level deformation strategy combined with quadruple attention for image registration
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COMPUTERS IN BIOLOGY AND MEDICINE 2024年 168卷 107832-107832页
作者: Ou, Zhuolin Lu, Xiaoqi Gu, Yu Inner Mongolia Univ Sci & Technol Sch Informat Engn Inner Mongolia Key Lab Pattern Recognit & Intellig Baotou 014010 Peoples R China Inner Mongolia Univ Technol Sch Informat Engn Hohhot 010051 Peoples R China
Background and objective: Non-rigid image registration plays a significant role in computer-aided diagnosis and surgical navigation for brain diseases. Registration methods that utilize convolutional neural networks (... 详细信息
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A novel fully convolutional network for visual saliency prediction
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PEERJ COMPUTER SCIENCE 2020年 6卷 e280页
作者: Ghariba, Bashir Muftah Shehata, Mohamed S. McGuire, Peter Mem Univ Newfoundland Fac Engn & Appl Sci St John NF Canada Elmergib Univ Fac Engn Dept Elect & Comp Engn Khoms Libya Univ British Columbia Dept Comp Sci Math Phys & Stat Kelowna BC Canada C CORE St John NF Canada
A human Visual System (HVS) has the ability to pay visual attention, which is one of the many functions of the HVS. Despite the many advancements being made in visual saliency prediction, there continues to be room fo... 详细信息
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