All Relations between representation and matrix compartment

Publication Sentence Publish Date Extraction Date Species
Ankita Mandal, Pradipta Maj. Multiview Regularized Discriminant Canonical Correlation Analysis: Sequential Extraction of Relevant Features From Multiblock Data. IEEE transactions on cybernetics. vol PP. 2022-04-13. PMID:35417362. a new block matrix representation is introduced to reduce the computational complexity for computing the canonical variables of the mcca. 2022-04-13 2023-08-13 Not clear
Lin Xiao, Wenqian Huang, Xiaopeng Li, Fuchun Sun, Qing Liao, Lei Jia, Jichun Li, Sai Li. ZNNs With a Varying-Parameter Design Formula for Dynamic Sylvester Quaternion Matrix Equation. IEEE transactions on neural networks and learning systems. vol PP. 2022-04-12. PMID:35412991. in order to solve the dsqme, the complex representation method is first adopted to derive the equivalent dynamic sylvester complex matrix equation (dscme) from the dsqme. 2022-04-12 2023-08-13 Not clear
Roman Ellerbrock, Uwe Manth. A non-hierarchical correlation discrete variable representation. The Journal of chemical physics. vol 156. issue 13. 2022-04-09. PMID:35395891. it employs a layered grid representation to efficiently evaluate all potential matrix elements appearing in the mctdh equations of motion. 2022-04-09 2023-08-13 Not clear
Ge Zhang, Zhen Peng, Chaokun Yan, Jianlin Wang, Junwei Luo, Huimin Lu. MultiGATAE: A Novel Cancer Subtype Identification Method Based on Multi-Omics and Attention Mechanism. Frontiers in genetics. vol 13. 2022-04-08. PMID:35391797. then, the similarity graph and the feature matrix of the patient are input into a graph autoencoder composed of a graph attention network and omics-level attention mechanism to learn embedding representation. 2022-04-08 2023-08-13 Not clear
Yehao Li, Ting Yao, Yingwei Pan, Tao Me. Contextual Transformer Networks for Visual Recognition. IEEE transactions on pattern analysis and machine intelligence. vol PP. 2022-04-01. PMID:35363608. the learnt attention matrix is multiplied by values to achieve the dynamic contextual representation. 2022-04-01 2023-08-13 Not clear
Massimiliano Mancini, Muhammad Ferjad Naeem, Yongqin Xian, Zeynep Akat. Learning Graph Embeddings for Open World Compositional Zero-Shot Learning. IEEE transactions on pattern analysis and machine intelligence. vol PP. 2022-03-30. PMID:35353693. second, since not all unseen compositions are equally feasible, and less feasible ones may damage the learned representations, co-cge estimates a feasibility score for each unseen composition, using the scores as margins in a cosine similarity-based loss and as weights in the adjacency matrix of the graphs. 2022-03-30 2023-08-13 Not clear
Zeynep Gündoğar, Furkan Ere. An adaptive feature extraction method for classification of Covid-19 X-ray images. Signal, image and video processing. 2022-03-28. PMID:35340814. partitioned tridiagonal enhanced multivariance products representation (ptmempr) method is proposed as a new feature extraction method by using matrix partition in tmempr method which is known as matrix decomposition method in the literature. 2022-03-28 2023-08-13 Not clear
Saman Saki, Hossein Boland. Robustness analysis of Adaptive Model Predictive Control for uncertain non-linear dynamic systems using s-gap metric concepts. ISA transactions. 2022-03-27. PMID:35339276. to this aim, a linear matrix inequality (lmi) representation for gsm constraint is suggested. 2022-03-27 2023-08-13 Not clear
Lu Si, Tongyu Huang, Xingjian Wang, Yue Yao, Yang Dong, Ran Liao, Hui M. Deep learning Mueller matrix feature retrieval from a snapshot Stokes image. Optics express. vol 30. issue 6. 2022-03-18. PMID:35299314. a mueller matrix (mm) provides a comprehensive representation of the polarization properties of a complex medium and encodes very rich information on the macro- and microstructural features. 2022-03-18 2023-08-13 Not clear
Annabel L Davies, Theodoros Papakonstantinou, Adriani Nikolakopoulou, Gerta Rücker, Tobias Gall. Network meta-analysis and random walks. Statistics in medicine. 2022-03-16. PMID:35293631. we use the graph representation of nma to construct the transition matrix for a random walk on the network of evidence. 2022-03-16 2023-08-13 Not clear
Wenming Wu, Maoguo Gong, Xiaoke M. Clustering of Multilayer Networks Using Joint Learning Algorithm With Orthogonality and Specificity of Features. IEEE transactions on cybernetics. vol PP. 2022-03-14. PMID:35286272. to overcome these drawbacks, we propose an accurate and flexible algorithm by joint learning matrix factorization and sparse representation (jmfsr) for specific modules in multilayer networks, where matrix factorization extracts features of vertices and sparse representation discovers specific modules. 2022-03-14 2023-08-13 Not clear
Natalia Staszak, Tomasz Gajewski, Tomasz Garbowsk. Shell-to-Beam Numerical Homogenization of 3D Thin-Walled Perforated Beams. Materials (Basel, Switzerland). vol 15. issue 5. 2022-03-10. PMID:35269058. all that is needed is a global stiffness matrix of the representative volumetric element (rve) of the 3d representation of a beam modeled with shell finite elements. 2022-03-10 2023-08-13 Not clear
Qimen Xu, Xin Jing, Boqin Zhang, John E Pask, Phanish Suryanarayan. Real-space density kernel method for Kohn-Sham density functional theory calculations at high temperature. The Journal of chemical physics. vol 156. issue 9. 2022-03-09. PMID:35259887. specifically, we develop real-space expressions for the electron density, electronic free energy, hellmann-feynman forces, and hellmann-feynman stress tensor in terms of an orthonormal auxiliary orbital basis and its density kernel transform, the density kernel being the matrix representation of the density operator in the auxiliary basis. 2022-03-09 2023-08-13 Not clear
Yifan Shang, Xiucai Ye, Yasunori Futamura, Liang Yu, Tetsuya Sakura. Multiview network embedding for drug-target Interactions prediction by consistent and complementary information preserving. Briefings in bioinformatics. 2022-03-09. PMID:35262678. then mccdti adopts matrix completion scheme for dtis prediction based on drug and target representations. 2022-03-09 2023-08-13 Not clear
Yang Li, Zheng Wang, Zhu-Hong You, Li-Ping Li, Xuegang H. Predicting Protein-Protein Interactions via Random Ferns with Evolutionary Matrix Representation. Computational and mathematical methods in medicine. vol 2022. 2022-03-04. PMID:35242211. predicting protein-protein interactions via random ferns with evolutionary matrix representation. 2022-03-04 2023-08-13 Not clear
Azadeh Malekan, Sina Saber, Abbas Ali Saber. Exact finite-size scaling for the random-matrix representation of bond percolation on square lattice. Chaos (Woodbury, N.Y.). vol 32. issue 2. 2022-03-02. PMID:35232057. we report on the exact treatment of a random-matrix representation of a bond-percolation model on a square lattice in two dimensions with occupation probability p. the percolation problem is mapped onto a random complex matrix composed of two random real-valued matrices of elements +1 and -1 with probability p and 1-p, respectively. 2022-03-02 2023-08-13 Not clear
Shalise A Burch, Carlos Luna Lope. Effects of Cell Density and Microenvironment on Stem Cell Mitochondria Transfer among Human Adipose-Derived Stem Cells and HEK293 Tumorigenic Cells. International journal of molecular sciences. vol 23. issue 4. 2022-02-26. PMID:35216117. since mitochondrial transfer can occur through direct contact or secretion, the 2.5d culture model utilizes collagen to provide cells with a more physiologically relevant extracellular matrix and offers a more realistic representation of cell attachment and movement. 2022-02-26 2023-08-13 human
Oded Shor, Felix Benninger, Andrei Khrenniko. Towards Unification of General Relativity and Quantum Theory: Dendrogram Representation of the Event-Universe. Entropy (Basel, Switzerland). vol 24. issue 2. 2022-02-25. PMID:35205476. in this way our theory is connected with p-adic physics; in particular, p-adic string theory and complex disordered systems (p-adic representation of the parisi matrix for spin glasses). 2022-02-25 2023-08-13 Not clear
Yury Belousov, Vladimir I Man'ko, Agostino Migliore, Alessandro Sergi, Antonino Messin. Symmetry-Induced Emergence of a Pseudo-Qutrit in the Dipolar Coupling of Two Qubits. Entropy (Basel, Switzerland). vol 24. issue 2. 2022-02-25. PMID:35205517. the occurrence of this dynamic similitude is investigated using two types of representation for the initial density matrix of the two spins. 2022-02-25 2023-08-13 Not clear
Seth M Hirsh, Sara M Ichinaga, Steven L Brunton, J Nathan Kutz, Bingni W Brunto. Structured time-delay models for dynamical systems with connections to Frenet-Serret frame. Proceedings. Mathematical, physical, and engineering sciences. vol 477. issue 2254. 2022-02-14. PMID:35153585. curiously, the resulting linear model has a matrix representation that is approximately antisymmetric and tridiagonal; for chaotic systems, there is an additional forcing term in the last component. 2022-02-14 2023-08-13 Not clear