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Author

Ana María Estrada Gómez

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Conference

Online Structural Change-point Detection of High-dimensional Streaming Data via Sparse Spectral Graphical Models

In complex systems, high-dimensional streaming data collected by sensors provides valuable insights into system states through the analysis of cross-correlation structures between entities. This paper introduces a novel online structural change-point detection methodology aimed at estimating the evolving cross-correlat...

Yue Jiang, Ana María Estrada Gómez · 0 citations
Conference

MissRASS-CPD: Robust Selection of Joint and Individual Features for Tensor Data Analysis

Nowadays, multi-modal data collected from complex systems is ubiquitous. In such systems, each modality provides myopic information about the system. Therefore, fusing the data from all the modalities is critical to understanding the system as a whole. For example, to diagnose Inflammatory Bowel Diseases, ulcerative co...

Ana María Estrada Gómez, Man-Ni Zhang · 0 citations

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