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Integration of unpaired and heterogeneous clinical flow cytometry data. [PDF]
Phuycharoen M +7 more
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Cognitive maps for hierarchical spaces in the human brain. [PDF]
Peer M, Epstein RA.
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A subspace learning aided matrix factorization for drug repurposing. [PDF]
Zhalefar AM, Narimani Z.
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A Novel Chemical-Space-Dependent Strategy for Compound Selection in Non-target LC-HRMS Method Development Using Physicochemical and Structural Data. [PDF]
Renai L +7 more
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SeOMLR: one-step multi-view latent representation with self-weighted ensemble learning for multi-omics cancer subtyping. [PDF]
Song W, Sun Y, Ou-Yang L.
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Uncertainty quantification in data-driven stochastic subspace identification
Mechanical Systems and Signal Processing, 2021A crucial aspect in system identification is the assessment of the accuracy of the identified system matrices. Stochastic Subspace Identification (SSI) is a widely used approach for the identification of linear systems from output-only data because it ...
E. Reynders
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Subspace identification of individual systems in a large-scale heterogeneous network
Automatica, 2019This paper considers the identification of a network consisting of discrete-time LTI systems that are interconnected by their unmeasurable states. For a large-scale network, the computational burden prevents a centralized solution.
Chengpu Yu, Jie Chen, M. Verhaegen
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