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检索条件"主题词=variational autoencoder"
1537 条 记 录,以下是1321-1330 订阅
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A privacy-preserving vehicle trajectory clustering framework
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Frontiers of Information Technology & Electronic Engineering 2024年 第7期25卷 988-1002页
作者: Ran TIAN Pulun GAO Yanxing LIU College of Computer Science&Engineering Northwest Normal UniversityLanzhou 730070China
As one of the essential tools for spatio‒temporal traffic data mining,vehicle trajectory clustering is widely used to mine the behavior patterns of ***,uploading original vehicle trajectory data to the server and clus... 详细信息
来源: 评论
Anomaly Detection for Injection Molding Machines Using Probabilistic Deep Learning
Anomaly Detection for Injection Molding Machines Using Proba...
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作者: Ketonen, Vili Aalto University
学位级别:硕士
In manufacturing industries, monitoring the complicated devices often necessitates automated methods that can leverage the multivariate time series data produced by the machines. However, analyzing this data can be ch... 详细信息
来源: 评论
Shear behavior of SiCf/SiC interface under the thermo-chemo-mechanical influence and machine-learning-based interfacial microstructure design
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MODELLING AND SIMULATION IN MATERIALS SCIENCE AND ENGINEERING 2023年 第5期31卷 055005-055005页
作者: Chen, Shaohua Xu, Nuo Nanjing Univ Aeronaut & Astronaut Coll Energy & Power Engn Nanjing 210016 Peoples R China Harbin Inst Technol Sch Mat Sci & Engn Harbin 150001 Peoples R China
The mechanical behavior of composite interface can be influenced by multiple factors, including the morphological roughness, the structure of coating interphase, and the temperature. Here, high-throughput molecular dy... 详细信息
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Crystal structure prediction in a continuous representative space
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COMPUTATIONAL MATERIALS SCIENCE 2021年 194卷 110436-110436页
作者: Lee, In-Ho Chang, K. J. Korea Res Inst Stand & Sci Daejeon 34113 South Korea Korea Adv Inst Sci & Technol Dept Phys Daejeon 34141 South Korea
Here we report a method of finding multiple crystal structures similar to the known crystal structures of materials on database through machine learning. The radial distribution function is used to represent the gener... 详细信息
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Design subspace learning: Structural design space exploration using performance-conditioned generative modeling
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AUTOMATION IN CONSTRUCTION 2021年 127卷 103664-103664页
作者: Danhaive, Renaud Mueller, Caitlin T. MIT Bldg Technol Program Dept Architecture 77 Massachusetts Ave Cambridge MA 02139 USA
Designers increasingly rely on parametric design studies to explore and improve structural concepts based on quantifiable metrics, generally either by generating design variations manually or using optimization method... 详细信息
来源: 评论
Machine learning methods for generating high dimensional discrete datasets
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WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY 2022年 第2期12卷 e1450-e1450页
作者: Manco, Giuseppe Ritacco, Ettore Rullo, Antonino Sacca, Domenico Serra, Edoardo IICAR CNR Calabria Italy Univ Calabria DIMES Dept I-87036 Calabria Italy Boise State Univ Comp Sci Dept Boise ID 83725 USA
The development of platforms and techniques for emerging Big Data and Machine Learning applications requires the availability of real-life datasets. A possible solution is to synthesize datasets that reflect patterns ... 详细信息
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Adaptive map matching based on dynamic word embeddings for indoor positioning
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NEUROCOMPUTING 2023年 第1期553卷
作者: Lan, Xinyue Zhang, Lijia Xiao, Zhuoling Yan, Bo Univ Elect Sci & Technol China Sch Informat & Commun Engn 2006 Xiyuan Ave Chengdu 611731 Sichuan Peoples R China UESTC Sch Informat & Commun Engn Chengdu Peoples R China
Map matching has been widely used in various indoor localization technologies. However, conventional map matching technologies based on probabilistic models, such as particle filter (PF), still have a series of limita... 详细信息
来源: 评论
Embedding high-dimensional Bayesian optimization via generative modeling: Parameter personalization of cardiac electrophysiological models
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MEDICAL IMAGE ANALYSIS 2020年 62卷 101670-101670页
作者: Dhamala, Jwala Bajracharya, Pradeep Arevalo, Hermenegild J. Sapp, John L. Horacek, B. Milan Wu, Katherine C. Trayanova, Natalia A. Wang, Linwei Rochester Inst Technol Rochester NY 14623 USA Johns Hopkins Univ Baltimore MD USA Dalhousie Univ Halifax NS Canada
The estimation of patient-specific tissue properties in the form of model parameters is important for personalized physiological models. Because tissue properties are spatially varying across the underlying geometrica... 详细信息
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PFEMed: Few-shot medical image classification using prior guided feature enhancement
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PATTERN RECOGNITION 2023年 134卷
作者: Dai, Zhiyong Yi, Jianjun Yan, Lei Xu, Qingwen Hu, Liang Zhang, Qi Li, Jiahui Wang, Guoqiang DeepBlue Acad Sci Shanghai 200240 Peoples R China East China Univ Sci & Technol Sch Mech & Power Engn Shanghai 200237 Peoples R China Wenyao Technol Hainan 571924 Peoples R China ShanghaiTech Univ Sch Informat Sci Technol Shanghai 201210 Peoples R China Tongji Univ Shanghai 201804 Peoples R China Univ Technol Sydney Sydney Australia Univ Shanghai Sci & Technol Shanghai Peoples R China Shanghai Univ Engn Sci Sch Math Phys & Stat Shanghai 201620 Peoples R China
Deep learning-based methods have recently demonstrated outstanding performance on general image classification tasks. As optimization of these methods is dependent on a large amount of labeled data, their application ... 详细信息
来源: 评论
A variational Multi-Scale Error Compensation Network for Single-Pixel Imaging
IEEE PHOTONICS JOURNAL
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IEEE PHOTONICS JOURNAL 2024年 第4期16卷 1页
作者: Lin, Jian Yan, Qiurong Zou, Quan Sun, Shida Wei, Zhen Du, Hua Nanchang Univ Sch Informat Engn Nanchang 330031 Peoples R China Northern Lianchuang Commun Co Ltd Doctoral Res & Innovat Ctr Nanchang 330001 Peoples R China Northern Lianchuang Commun Co Ltd Nanchang 330001 Peoples R China
Single-pixel imaging is an advanced computational imaging technique based on compressive sensing that offers higher signal-to-noise ratio and broader application scope compared to traditional imaging techniques. Howev... 详细信息
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