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MatMat: Matrix Factorization by Matrix Fitting [PDF]
2021 IEEE 4th International Conference on Information Systems and Computer Aided Education (ICISCAE), 2021 Matrix factorization is a widely adopted recommender system technique that fits scalar rating values by dot products of user feature vectors and item feature vectors. However, the formulation of matrix factorization as a scalar fitting problem is not friendly to side information incorporation or multi-task learning. In this paper, we replace the scalar
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, 2018 Matrix of 53 dental characters and 13 paromomyid ...
Sergi López-Torres (7061078) +1 more
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Querying a Matrix through Matrix-Vector Products [PDF]
ACM Transactions on Algorithms, 2021 We consider algorithms with access to an unknown matrix M ε F n×d via matrix-vector products , namely, the algorithm chooses vectors v 1 , ⃛ , v q , and observes Mv 1 , ⃛ , Mv q . Here the v
Xiaoming Sun 0001 +3 more
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Nano-Micro Letters, 2022 Highlights It is first disclosed that the key to the efficient regular Ag-perovskite solar cells (PSCs) is a tunneling layer (silver iodide, AgI) that is in situ formed by the natural reaction between Ag and the migrated iodide.
Xuesong Lin +10 more
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Discoidin Domain Receptor 1 Mediates Myosin-Dependent Collagen Contraction
Cell Reports, 2017 Discoidin domain receptor 1 (DDR1) is a tyrosine kinase collagen adhesion receptor that mediates cell migration through association with non-muscle myosin IIA (NMIIA).
Nuno M. Coelho +7 more
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Realizing reversible phase transformation of shape memory ceramics constrained in aluminum
Nature Communications, 2023 Small-scale shape memory ceramics exhibit superior shape memory or superelasticity properties, while their integration into a matrix material and the subsequent attainment of their reversible tetragonal-monoclinic phase transformations remains a ...
Wangshu Zheng +7 more
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Biomarker Insights, 2006 The Gastric Cancer (Biomarkers) Knowledgebase (GCBKB) ( http://biomarkers.bii.a-star.edu.sg/background/gastricCancerBiomarkersKb.php ) is a curated and fully integrated knowledgebase that provides data relating to putative biomarkers that may be used in ...
Bernett T.K. Lee +16 more
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Scientific Reports, 2022 The development of new applications based on glass doped with nanoparticles is growing in interest during the last years. The structure and properties of Ca-based silicate nanoparticles formed in situ in a silica matrix through a phase separation ...
Jorel Fourmont +3 more
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Regulation of matrix biology by matrix metalloproteinases [PDF]
Current Opinion in Cell Biology, 2004 Matrix metalloproteinases (MMPs) are endopeptidases that contribute to growth, development and wound healing as well as to pathologies such as arthritis and cancer. Until recently, it has been thought that MMPs participate in these processes simply by degrading extracellular matrix (ECM) molecules.
Joni D, Mott, Zena, Werb
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