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Chronological age estimation from human microbiomes with transformer-based Robust Principal Component Analysis
Myers, Tyler, Song, Se Jin, Chen, Yang, De Pessemier, Britta, Khatib, Lora, McDonald, Daniel, Huang, Shi, Gallo, Richard, Callewaert, Chris, Havulinna, Aki S., Lahti, Leo, Roeselers, Guus, Laiola, Manolo, Shetty, Sudarshan A., Kelley, Scott T., Knight, Rob, Bartko, Andrew
Published in Communications biology (06.08.2025)
Published in Communications biology (06.08.2025)
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A Robust Principal Component Analysis for Outlier Identification in Messy Microcalorimeter Data
Fowler, J. W., Alpert, B. K., Joe, Y.-I., O’Neil, G. C., Swetz, D. S., Ullom, J. N.
Published in Journal of low temperature physics (01.05.2020)
Published in Journal of low temperature physics (01.05.2020)
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Improving Cross-Day EEG-Based Emotion Classification Using Robust Principal Component Analysis
Lin, Yuan-Pin, Jao, Ping-Keng, Yang, Yi-Hsuan
Published in Frontiers in computational neuroscience (19.07.2017)
Published in Frontiers in computational neuroscience (19.07.2017)
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Automatic computation of regions of interest by robust principal component analysis. Application to automatic dementia diagnosis
Lozano, Francisco, Ortiz, Andrés, Munilla, Jorge, Peinado, Alberto, Initiative, for the Alzheimer’s Disease Neuroimaging
Published in Knowledge-based systems (01.05.2017)
Published in Knowledge-based systems (01.05.2017)
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Motion correction of chemical exchange saturation transfer MRI series using robust principal component analysis (RPCA) and PCA
Bie, Chongxue, Liang, Yuhua, Zhang, Lihong, Zhao, Yingcheng, Chen, Yanrong, Zhang, Xueru, He, Xiaowei, Song, Xiaolei
Published in Quantitative imaging in medicine and surgery (01.10.2019)
Published in Quantitative imaging in medicine and surgery (01.10.2019)
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Fast algorithms for structured robust principal component analysis
Ayazoglu, M., Sznaier, M., Camps, O. I.
Published in 2012 IEEE Conference on Computer Vision and Pattern Recognition (01.06.2012)
Published in 2012 IEEE Conference on Computer Vision and Pattern Recognition (01.06.2012)
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Large-Scale Affine Matrix Rank Minimization With a Novel Nonconvex Regularizer
Wang, Zhi, Liu, Yu, Luo, Xin, Wang, Jianjun, Gao, Chao, Peng, Dezhong, Chen, Wu
Published in IEEE transaction on neural networks and learning systems (01.09.2022)
Published in IEEE transaction on neural networks and learning systems (01.09.2022)
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Using Robust Principal Component Analysis to Reduce EEG Intra-Trial Variability
Ping-Keng Jao, Chavarriaga, Ricardo, Del R Millan, Jose
Published in Conference proceedings (IEEE Engineering in Medicine and Biology Society. Conf.) (01.07.2018)
Published in Conference proceedings (IEEE Engineering in Medicine and Biology Society. Conf.) (01.07.2018)
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An Efficient and Fast Quantum State Estimator With Sparse Disturbance
Zhang, Jiaojiao, Cong, Shuang, Ling, Qing, Li, Kezhi
Published in IEEE transactions on cybernetics (01.07.2019)
Published in IEEE transactions on cybernetics (01.07.2019)
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Robust Principal Component Analysis with Wavelet-Based Sparsity Promotion to Mitigate Reverberation Clutters for Ultrasound Attenuation Estimation
Lok, U-Wai, Gong, Ping, Huang, Chengwu, Tang, Shanshan, Zhou, Chenyun, Yang, Lulu, Watt, Kymberly D., Callstrom, Matthew, Trzasko, Joshua D., Chen, Shigao
Published in IEEE International Ultrasonics Symposium (Online) (10.10.2022)
Published in IEEE International Ultrasonics Symposium (Online) (10.10.2022)
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Conference Proceeding
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Robust methods for population stratification in genome wide association studies
Liu, Li, Zhang, Donghui, Liu, Hong, Arendt, Christopher
Published in BMC bioinformatics (19.04.2013)
Published in BMC bioinformatics (19.04.2013)
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