MDSCMF: Matrix Decomposition and Similarity-Constrained Matrix Factorization for miRNA-Disease Association Prediction. [PDF]
Ni J, Li L, Wang Y, Ji C, Zheng C.
europepmc +1 more source
Multi-Focus Image Fusion Based on Hessian Matrix Decomposition and Salient Difference Focus Detection. [PDF]
Li X, Wang X, Cheng X, Tan H, Li X.
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Multi‐graph matching (MGM), which aims to find correspondences among multiple graphs, is an extension of conventional two‐graph matching. Existing MGM methods fall into two categories: pairwise based and tensor based.
Xinwen Zhu, Liangliang Zhu, Xiurui Geng
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Early detection of cutaneous melanoma is crucial for improving patient survival rates. Skin lesion segmentation is a critical step towards computer-aided diagnosis that is effective in melanoma detection. This work proposes a novel patch-based model that
Eliezer Soares Flores, Jacob Scharcanski
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SCCPMD: Probability matrix decomposition method subject to corrected similarity constraints for inferring long non-coding RNA-disease associations. [PDF]
Lin L +6 more
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lncRNA-disease association prediction based on matrix decomposition of elastic network and collaborative filtering. [PDF]
Wang B, Liu R, Zheng X, Du X, Wang Z.
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Decomposition of matrix sequences
Let \(\{M_ n\}_{n \geq 1}\) be a sequence of non-singular \(k \times k\) matrices which converges to a block-diagonal matrix \(M = \text{diag }(R,S)\), where \(R\) and \(S\) are square matrices. The author finds sufficient conditions for the existence of a sequence \(\{F_ n\}\) of non-singular \(k \times k\) matrices such that \[ F_{n + 1}^{-1} M_ n F_
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Identifying SM-miRNA associations based on layer attention graph convolutional network and matrix decomposition. [PDF]
Ni J, Cheng X, Ni T, Liang J.
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Matrix decomposition for modeling lesion development processes in multiple sclerosis. [PDF]
Hu M +6 more
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Double-Matrix Decomposition Image Steganography Scheme Based on Wavelet Transform with Multi-Region Coverage. [PDF]
Pan P, Wu Z, Yang C, Zhao B.
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