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检索条件"主题词=Autoencoder"
4206 条 记 录,以下是111-120 订阅
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autoencoder-Based fault detection using building automation system data
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ADVANCED ENGINEERING INFORMATICS 2024年 62卷
作者: El Mokhtari, Karim McArthur, J. J. Toronto Metropolitan Univ Dept Architectural Sci Toronto ON Canada
This paper explores the application of autoencoder algorithms in Automated Fault Detection (AFD) for Heating, Ventilation, and Air Conditioning (HVAC) systems, specifically focusing on Fan Coil Units (FCUs). The begin... 详细信息
来源: 评论
autoencoder-Based Iterative Modeling and Multivariate Time-Series Subsequence Clustering Algorithm
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IEEE ACCESS 2023年 11卷 18868-18886页
作者: Kohne, Jonas Henning, Lars Guhmann, Clemens Tech Univ Berlin Chair Elect Measurement & Diagnost Technol D-10623 Berlin Germany IAV GmbH D-10587 Berlin Germany
This paper introduces an algorithm for the detection of change-points and the identification of the corresponding subsequences in transient multivariate time-series data (MTSD). The analysis of such data has become in... 详细信息
来源: 评论
autoencoder-kNN meta-model based data characterization approach for an automated selection of AI algorithms
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JOURNAL OF BIG DATA 2023年 第1期10卷 14页
作者: Garouani, Moncef Ahmad, Adeel Bouneffa, Mourad Hamlich, Mohamed Univ Littoral Cote dOpale LISIC Lab Informat Signal & Image Cote Opale UR 4491 F-62100 Calais E France Univ Hassan 2 CCPS Lab ENSAM Casablanca Morocco HESTIM Study & Res Ctr Engn & Management CERIM Casablanca Morocco
The recent evolution of machine learning (ML) algorithms and the high level of expertise required to use them have fuelled the demand for non-experts solutions. The selection of an appropriate algorithm and the config... 详细信息
来源: 评论
autoencoder-like semi-NMF multiple clustering
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INFORMATION SCIENCES 2021年 572卷 331-342页
作者: Yao, Shihong Hu, Chuli Wang, Tao Cui, Xinyou China Univ Geosci Sch Geog & Informat Engn Wuhan 430078 Peoples R China Cent China Normal Univ Sch Educ Informat Technol Wuhan 430079 Peoples R China Army Engn Univ PLA Ordnance NCO Coll Wuhan 430075 Peoples R China
Clustering is performed to partition samples into disjoint groups for facilitating the discovery of hidden patterns in the data. Many real-world applications involve various clustering methods, most of which only prod... 详细信息
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autoencoder Constrained Clustering With Adaptive Neighbors
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IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2021年 第1期32卷 443-449页
作者: Li, Xuelong Zhang, Rui Wang, Qi Zhang, Hongyuan Northwestern Polytech Univ Sch Comp Sci Xian 710072 Peoples R China Northwestern Polytech Univ Ctr Opt IMagery Anal & Learning OPTIMAL Xian 710072 Peoples R China
The conventional subspace clustering method obtains explicit data representation that captures the global structure of data and clusters via the associated subspace. However, due to the limitation of intrinsic lineari... 详细信息
来源: 评论
autoencoder-Driven Multimodal Collaborative Learning for Medical Image Synthesis
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INTERNATIONAL JOURNAL OF COMPUTER VISION 2023年 第8期131卷 1995-2014页
作者: Cao, Bing Bi, Zhiwei Hu, Qinghua Zhang, Han Wang, Nannan Gao, Xinbo Shen, Dinggang Tianjin Univ Coll Intelligence & Comp Tianjin Peoples R China Xidian Univ State Key Lab Integrated Serv Networks Xian Peoples R China ShanghaiTech Univ Sch Biomed Engn Shanghai Peoples R China Chongqing Univ Posts & Telecommun Chongqing Peoples R China Shanghai United Imaging Intelligence Co Ltd Shanghai Peoples R China Shanghai Clin Res & Trial Ctr Shanghai Peoples R China
Multimodal medical images have been widely applied in various clinical diagnoses and treatments. Due to the practical restrictions, certain modalities may be hard to acquire, resulting in incomplete data. Existing met... 详细信息
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autoencoder-based anomaly detection of industrial robot arm using stethoscope based internal sound sensor
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JOURNAL OF INTELLIGENT MANUFACTURING 2023年 第3期34卷 1427-1444页
作者: Yun, Huitaek Kim, Hanjun Jeong, Young Hun Jun, Martin B. G. Purdue Univ Sch Mech Engn W Lafayette IN 47906 USA Purdue Univ Indiana Mfg Competitiveness Ctr MaC W Lafayette IN 47906 USA Kyungpook Natl Univ Sch Mech Engn Daegu 41566 South Korea
Sound and vibration analysis are prominent tools for machine health diagnosis. Especially, neural network (NN) strategies have focused on finding complex and nonlinear relationships between the sensor signal and the m... 详细信息
来源: 评论
autoencoder-enabled eye-tracking data analytics for objective assessment of user preference in humanoid robot appearance design
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EXPERT SYSTEMS WITH APPLICATIONS 2024年 第PartC期249卷
作者: Li, Fan Chen, Chun-Hsien Liu, Yisi Chang, Danni Cui, Jian Sourina, Olga Hong Kong Polytech Univ Dept Aeronaut & Aviat Engn Hong Kong Peoples R China Nanyang Technol Univ Sch Mech & Aerosp Engn Singapore Singapore Fraunhofer Singapore Singapore Shanghai Jiao Tong Univ Sch Design Shanghai Peoples R China
Humanoid robots have been extensively utilized in service industries to provide information and product delivery through direct interactions with users. As the design of humanoid robot appearance significantly impacts... 详细信息
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autoencoder Application for Anomaly Detection in Power Consumption of Lighting Systems
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IEEE ACCESS 2023年 11卷 124150-124162页
作者: Smialkowski, Tomasz Czyzewski, Andrzej Gdansk Univ Technol Fac Elect Telecommun & Informat PL-80233 Gdansk Poland
Detecting energy consumption anomalies is a popular topic of industrial research, but there is a noticeable lack of research reported in the literature on energy consumption anomalies for road lighting systems. Howeve... 详细信息
来源: 评论
autoencoder-based drug synergy framework for malignant diseases
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COMPUTATIONAL BIOLOGY AND CHEMISTRY 2024年 113卷 108273页
作者: Rani, Pooja Dutta, Kamlesh Kumar, Vijay Natl Inst Technol Comp Sci & Engn Dept Hamirpur 177005 HP India Dr BR Ambedkar Natl Inst Technol Jalandhar Informat Technol Dept Jalandhar 144027 Punjab India
Drug combination emerges as a viable option for the treatment of malignant diseases. Drug combination outperforms monotherapy by improving therapeutic efficacy, reducing toxicity, and overcoming drug resistance. To fi... 详细信息
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