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Elastic Shape Analysis of Movement Data. [PDF]
Borgert JE +8 more
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Tensor Methods in Biomedical Image Analysis. [PDF]
Sedighin F.
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Minimally invasive capsule-string device enables spatially resolved microbiome profiling across the upper gastrointestinal tract. [PDF]
Garvey K +11 more
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KRONECKER PRODUCT OF TENSORS AND HYPERGRAPHS: STRUCTURE AND DYNAMICS. [PDF]
Pickard J +5 more
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MELGene: knowledge-enhanced multimodel ensemble learning for disease-gene association prediction. [PDF]
Tian H +6 more
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Tucker decomposition and applications
Materials Today: Proceedings, 2021Abstract Non-negative Tucker decomposition is a well-known higher order tensor decomposition method, where non-negativity is imposed on higher order Tucker decomposition. This paper is associated to the reality behind higher order Tucker decomposition which is computed with the help of HOSVD and its extension HOOI.
Seema Saini
exaly +2 more sources
Static and Streaming Tucker Decomposition for Dense Tensors
ACM Transactions on Knowledge Discovery From Data, 2023Given a dense tensor, how can we efficiently discover hidden relations and patterns in static and online streaming settings? Tucker decomposition is a fundamental tool to analyze multidimensional arrays in the form of tensors. However, existing Tucker decomposition methods in both static and online streaming settings have limitations of efficiency ...
Jun-Gi Jang, U Kang
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