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	Self-supervised denoising for high-dimensional magnetic resonance image 期刊论文 BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2025, 卷号: 104 作者: Tian, Xuanyu; Wu, Jiangjie; Lao, Guoyan; Du, Chenhe; Jiang, Changhao Adobe PDF(4490Kb) \| 收藏 \| 浏览/下载：133/1 \| 提交时间：2025/02/12 Dynamic contrast enhanced MRI Signal to noise ratio BOLD De-noising Denoising methods Diffusion weighted imaging High-dimensional High-dimensional magnetic resonance imaging Higher-dimensional Noisy data Resonance imaging data Self-supervised
	Robust multi-view subspace clustering with missing data by aligning nonlinear manifolds 期刊论文 PATTERN RECOGNITION, 2025, 卷号: 161 作者: Mao, Zhan-Wang; Sun, Lu; Wu, Youlong Adobe PDF(1513Kb) \| 收藏 \| 浏览/下载：162/3 \| 提交时间：2025/01/10 Adversarial machine learning Contrastive Learning Data assimilation Spatio-temporal data High-dimensional Higher-dimensional Incomplete view Missing data Multi-view learning Multi-views Multiple views Nonlinear manifolds Subspace clustering
	High-Dimensional Constrained Huber Regression 会议论文 IEEE SENSOR ARRAY AND MULTICHANNEL SIGNAL PROCESSING WORKSHOP, Corvallis, OR, USA, 8-11 July 2024 作者: Quan Wei; Ziping Zhao Adobe PDF(299Kb) \| 收藏 \| 浏览/下载：314/1 \| 提交时间：2024/05/29 Multiple linear regression Support vector regression Data analytics High-dimensional High-dimensional statistics Higher-dimensional Huber regression Linear convergence Robust regressions Sample sizes Sparse learning Statistical estimation
	Fed-SC: One-Shot Federated Subspace Clustering over High-Dimensional Data 会议论文 THE 39TH IEEE INTERNATIONAL CONFERENCE ON DATA ENGINEERING (ICDE 2023), Anaheim, CA, United states, April 3, 2023 - April 7, 2023 作者: Songjie Xie; Youlong Wu; Kewen Liao; Lu Chen; Chengfei Liu Adobe PDF(1413Kb) \| 收藏 \| 浏览/下载：456/0 \| 提交时间：2023/05/23 Clusterings Critical challenges Curse of dimensionality Federated clustering High dimensional data High dimensional spaces K-means K-means++ clustering Statistical heterogeneities Subspace clustering
	In Situ Three-Dimensional Electron Diffraction for Probing Structural Transformations of Single Nanocrystals 期刊论文 CHEMISTRY OF MATERIALS, 2022 作者: Wu, Shitao; Li, Junyan; Ling, Yang; Sun, Tu; Fan, Yaqi Adobe PDF(5835Kb) \| 收藏 \| 浏览/下载：418/3 \| 提交时间：2022/09/30 Crystal atomic structure Electron diffraction High resolution transmission electron microscopy Metal insulator boundaries Metal insulator transition Nanocrystals Semiconductor insulator boundaries Atomic scale Data set Direct observations Fundamental mechanisms In-situ transmission electron microscopies Performance Property Single nanocrystals Structural transformation Three-dimensional electrons
	Revealing the spatial and temporal distribution of different chemical states of lithium by EELS analysis using non-negative matrix factorization 期刊论文 MICRON, 2022, 卷号: 154 作者: Wang, Zeyu; Yu, Yi Adobe PDF(6152Kb) \| 收藏 \| 浏览/下载：488/2 \| 提交时间：2022/01/28 Chemical detection Clustering algorithms Dissociation Electron emission Electron energy levels Electron energy loss spectroscopy Energy dissipation High resolution transmission electron microscopy Iterative methods Least squares approximations Lithium compounds Matrix algebra Non-negative matrix factorization Analysis method Chemical state Factorization algorithms High dimensional data Iteration method Matrix factorizations Nonnegative matrix factorization Physical significance Spatial and temporal distribution Temporal evolution
	Theoretical bounds on data requirements for the ray-based classification 预印本 2022 作者: J. Weber, Brian; S. Kalantre, Sandesh; McJunkin, Thomas; M. Taylor, Jacob; P. Zwolak, Justyna Adobe PDF(1050Kb) \| 收藏 \| 浏览/下载：186/0 \| 提交时间：2024/01/09 Deep learning Image classification Convex polytopes High-dimensional data Quantum dots
	Simplified deep forest model based just-in-time defect prediction for android mobile apps 期刊论文 IEEE TRANSACTIONS ON RELIABILITY, 2021, 卷号: 70, 期号: 2, 页码: 848-859 作者: Kunsong Zhao; Zhou Xu; Tao Zhang; Yutian Tang; Meng Yan Adobe PDF(3900Kb) \| 收藏 \| 浏览/下载：306/0 \| 提交时间：2021/12/03 Classification (of information) Defects Forecasting Forestry Just in time production Quality assurance Cascade structures Classification models Comparative methods Data representations Defect prediction Explosive growth High dimensional feature space Performance indicators Mobile applications Predictive models Feature extraction Task analysis Open source software Vegetation Deep forest feature representation learning just-in-time (JIT) defect prediction mobile apps quality assurance
	A Mixed Residual Hybrid Method for Failure Probability Estimation 会议论文 THE 40TH CHINESE CONTROL CONFERENCE (CCC2021), Shanghai, PEOPLES R CHINA, December 11, 2022 - December 13, 2022 作者: Chengbin Yao; Jiaming Mei; Ke Li Adobe PDF(4126Kb) \| 收藏 \| 浏览/下载：275/0 \| 提交时间：2021/04/20 Numerical methods Failure Probability Failure probability estimation High-dimensional Hybrid method Input parameter Labeled data MonteCarlo methods Neural-networks Numerical scheme Random input
	Joint prediction and time estimation of COVID-19 developing severe symptoms using chest CT scan 期刊论文 MEDICAL IMAGE ANALYSIS, 2021, 卷号: 67 作者: Zhu, Xiaofeng; Song, Bin; Shi, Feng; Chen, Yanbo; Hu, Rongyao Adobe PDF(1420Kb) \| 收藏 \| 浏览/下载：546/1 \| 提交时间：2020/12/04 Classification (of information) Clustering algorithms Diagnosis Forecasting Patient treatment Regression analysisClassification tasks Comparison methods Computed tomography scan Correlation coefficient Disease progression Experimental analysis High dimensional data Sparsity regularizations

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