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检索条件"主题词=autoencoder"
4279 条 记 录,以下是211-220 订阅
AW-CES: adaptively weighted-cumulative error scoring for autoencoder-based anomaly detection on unlabeled data
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INTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS 2025年 1-20页
作者: Park, Cheolsoon Song, Seunghwan Baek, Jun-Geol Korea Univ Dept Ind & Management Engn 145 Anam Ro Seoul 02841 South Korea
autoencoder-based anomaly detectors generally utilize reconstruction error as an anomaly score. However, when both normal and abnormal data are included in train dataset, sufficient training time can lead to the learn... 详细信息
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High-precision detection of dibutyl hydroxytoluene in edible oil via convolutional autoencoder compressed Fourier-transform near-infrared spectroscopy
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FOOD CONTROL 2025年 167卷
作者: Deng, Jihong Chen, Zhenyu Jiang, Hui Chen, Quansheng Jiangsu Univ Sch Elect & Informat Engn Zhenjiang 212013 Peoples R China Jimei Univ Coll Ocean Food & Biol Engn Xiamen 361021 Peoples R China
The quality of edible oils is closely related to their chemical compositions. Antioxidants have widespread application in edible oil production. In this study, a pioneering detection approach involving the use of a on... 详细信息
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autoencoder and Masked Image Encoding-Based Attentional Pose Network  6th
Autoencoder and Masked Image Encoding-Based Attentional Pose...
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6th Chinese Conference on Pattern Recognition and Computer Vision (PRCV)
作者: Hu, Longhua Ma, Xiaoliang He, Cheng Wang, Lei Cheng, Jun Shenzhen Univ Shenzhen 518060 Peoples R China Chinese Acad Sci Shenzhen Inst Adv Technol Beijing Peoples R China
Despite recent advances in single-image-based 3D human pose and shape estimation, partial occlusion remains a major challenge for many methods, leading to significant prediction errors. Some existing methods fail to p... 详细信息
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Sensor anomaly detection for small modular reactors utilizing improved autoencoder
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NUCLEAR ENGINEERING AND DESIGN 2024年 417卷
作者: Zhang, Bowen Zhu, Hao Cheng, Shouyu Ma, Haochen Harbin Engn Univ Fundamental Sci Nucl Safety & Simulat Technol Lab Harbin 150001 Peoples R China Res Inst Nucl Power Operat Beijing 430223 Peoples R China
The anomaly detection of widely distributed sensors in small modular reactors (SMRs) is critical to the safe operation of systems. Existing methods of sensor anomaly detection for transient conditions are less studied... 详细信息
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Classification of Imbalanced Data Using SMOTE and autoencoder Based Deep Convolutional Neural Network
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INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS 2023年 第3期31卷 437-469页
作者: Alex, Suja A. Nayahi, J. Jesu Vedha St Xaviers Catholic Coll Engn Informat Technol Nagercoil India Anna Univ Reg Campus Comp Sci & Engn Tirunelveli India
The imbalanced data classification is a challenging issue in many domains including medical intelligent diagnosis and fraudulent transaction analysis. The performance of the conventional classifier degrades due to the... 详细信息
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Attribute graph clustering via transformer and graph attention autoencoder
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INTELLIGENT DATA ANALYSIS 2025年 第2期29卷 306-319页
作者: Weng, Wei Hou, Fengxia Gong, Shengchao Chen, Fen Lin, Dongsheng Xiamen Univ Technol Coll Comp & Informat Engn 600 Ligong Rd Xiamen 361024 Peoples R China Xiamen Univ Technol Fujian Key Lab Pattern Recognit & Image Understand Xiamen Peoples R China Xiamen Fuyun Informat Tech Co Xiamen Peoples R China
Graph clustering is a crucial technique for partitioning graph data. Recent research has concentrated on integrating topology and attribute information from attribute graphs to generate node embeddings, which are subs... 详细信息
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Multi-Objective Topology Optimization of Synchronous Reluctance Motors Using autoencoder-estimated Flux Barrier Shapes
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IEEJ JOURNAL OF INDUSTRY APPLICATIONS 2025年 第1期14卷 12-19页
作者: Kishi, Masahiro Wakao, Shinji Murata, Noboru Makino, Hiroaki Takeuchi, Katsutoku Matsushita, Makoto Waseda Univ Dept Elect Engn & Biosci 3-4-1 Ohkubo Tokyo 1698555 Japan Toshiba Infrastructure Syst & Solut Corp Infrastruct Syst R&D Ctr 1 Toshiba Fuchu Tokyo 1838511 Japan
This paper presents a novel topology optimization approach for the design of synchronous reluctance motors based on an autoencoder (AE) combined with the level set (LS) method. As the initial shapes of the LS method, ... 详细信息
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autoencoder-based Metamodeling for Structural Design Optimization  4
Autoencoder-based Metamodeling for Structural Design Optimiz...
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4th Modeling, Estimation, and Control Conference (MECC)
作者: Schneider, Fabian Hellmig, Ralph J. Nelles, Oliver Univ Siegen Inst Mech & Control Engn Mech Siegen Germany Univ Siegen Inst Mat Sci Siegen Germany
Metamodel-assisted optimization is a frequently applied approach for structural design optimization problems. Here, a data-driven metamodel approximates the computationally expensive simulation results of first princi... 详细信息
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Practical Denoising autoencoder for CSI Feedback Without Clean Target in Massive MIMO Networks
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IEEE WIRELESS COMMUNICATIONS LETTERS 2024年 第2期13卷 525-529页
作者: Lee, Anseok Park, Hanjun Kwon, Yongjin Lee, Heesoo Chong, Song Elect & Telecommun Res Inst Dept Mobile Transmiss Res Daejeon 34129 South Korea Korea Adv Inst Sci & Technol Sch Elect Engn Daejeon 34141 South Korea LG Elect Inc C&M Stand R&D Lab Seoul 06772 South Korea
In this letter, we present a novel approach for denoising channel state information (CSI) feedback in massive multiple-input multiple-output (MIMO) cellular networks. Our method utilizes Deep Learning (DL) techniques ... 详细信息
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Side-Channel Attacks Based on Multi-Loss Regularized Denoising autoencoder
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IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY 2024年 19卷 2051-2065页
作者: Hu, Fanliang Shen, Jian Vijayakumar, Pandi Nanjing Univ Informat Sci & Technol Sch Comp Sci Nanjing 210044 Peoples R China Zhejiang Sci Tech Univ Sch Informat Sci & Engn Hangzhou 310018 Peoples R China Univ Coll Engn Tindivanam Dept Comp Sci & Engn Tindivanam 604001 Tamil Nadu India
Recently, researchers have leveraged the Denoising autoencoder (DAE) to reduce the noise in side-channel acquisitions (a.k.a. traces) that reduces the effectiveness of key recovery. Taking the ${L}2$ Loss (Mean Square... 详细信息
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