| Publication |
Sentence |
Publish Date |
Extraction Date |
Species |
| Zhan Yang, Xiyin Deng, Lin Guo, Jun Lon. Asymmetric Supervised Fusion-Oriented Hashing for Cross-Modal Retrieval. IEEE transactions on cybernetics. vol PP. 2023-04-06. PMID:37022860. |
specifically, we first explicitly formulate the problem as matrix decomposition into a common latent representation and a transformation matrix, combined with an adaptive weight scheme and nuclear norm minimization to ensure the information completeness of multimodal data. |
2023-04-06 |
2023-08-14 |
Not clear |
| Zhan Yang, Xiyin Deng, Lin Guo, Jun Lon. Asymmetric Supervised Fusion-Oriented Hashing for Cross-Modal Retrieval. IEEE transactions on cybernetics. vol PP. 2023-04-06. PMID:37022860. |
then, we associate the common latent representation with the semantic label matrix, thereby increasing the discriminative capability of the model by constructing an asymmetric hash learning framework, thus, making the generated hash codes more compact. |
2023-04-06 |
2023-08-14 |
Not clear |
| Wei Peng, Tielin Chen, Hancheng Liu, Wei Dai, Ning Yu, Wei La. Improving drug response prediction based on two-space graph convolution. Computers in biology and medicine. vol 158. 2023-04-06. PMID:37023539. |
finally, we leverage the linear correlation coefficient decoder to reconstruct the cell line-drug correlation matrix for drug response prediction based on the final representations. |
2023-04-06 |
2023-08-14 |
Not clear |
| Evdoxia Taka, Sebastian Stein, John H Williamso. Does Interactive Conditioning Help Users Better Understand the Structure of Probabilistic Models? IEEE transactions on visualization and computer graphics. vol PP. 2023-04-05. PMID:37018342. |
we focus on visual representations of probabilistic models and introduce the interactive pair plot (ipp) for visualization of a model's uncertainty, a scatter plot matrix of a probabilistic model allowing interactive conditioning on the model's variables. |
2023-04-05 |
2023-08-14 |
human |
| Zhe Chen, Xiao-Jun Wu, Tianyang Xu, Josef Kittle. Discriminative Dictionary Pair Learning With Scale-Constrained Structured Representation for Image Classification. IEEE transactions on neural networks and learning systems. vol PP. 2023-04-04. PMID:37015383. |
the proposed dpl-scsr utilizes the binary label matrix of dictionary atoms to project the representation into the corresponding label space of the training samples. |
2023-04-04 |
2023-08-14 |
Not clear |
| Zhe Chen, Xiao-Jun Wu, Tianyang Xu, Josef Kittle. Discriminative Dictionary Pair Learning With Scale-Constrained Structured Representation for Image Classification. IEEE transactions on neural networks and learning systems. vol PP. 2023-04-04. PMID:37015383. |
more importantly, the dpl-scsr does not need to design a classifier in the representation space as the label matrix of the dictionary can also be used as an efficient linear classifier. |
2023-04-04 |
2023-08-14 |
Not clear |
| Lin Xiao, Yuanfang Zhang, Wenqian Huang, Lei Jia, Xieping Ga. A Dynamic Parameter Noise-Tolerant Zeroing Neural Network for Time-Varying Quaternion Matrix Equation With Applications. IEEE transactions on neural networks and learning systems. vol PP. 2023-04-04. PMID:37015615. |
as a common and significant problem in the field of industrial information, the time-varying quaternion matrix equation (tv-qme) is considered in this article and addressed by an improved zeroing neural network (znn) method based on the real representation of the quaternion. |
2023-04-04 |
2023-08-14 |
Not clear |
| Ketson R M Dos Santos, Maria I Katsidoniotaki, Eliza C Miller, Nils H Petersen, Randolph S Marshall, Ioannis A Kougioumtzoglo. Reduced-order modeling and analysis of dynamic cerebral autoregulation via diffusion maps. Physiological measurement. 2023-03-24. PMID:36963111. |
next, an eigenvalue analysis of the markov matrix of a random walk on a graph over the dataset domain yields a low-dimensional representation of the intrinsic dynamics. |
2023-03-24 |
2023-08-14 |
Not clear |
| Emese Tóth, Balázs Bánhelyi, Olivér Fekete, Mária Cset. Metamaterial properties of Babinet complementary complex structures. Scientific reports. vol 13. issue 1. 2023-03-23. PMID:36949209. |
the location of the negative index can be predicted based on the copolarized transmittance signals computed for circularly polarized light illumination by using the linear base representation of jones transmission matrix elements. |
2023-03-23 |
2023-08-14 |
Not clear |
| Peter Carbonetto, Kaixuan Luo, Abhishek Sarkar, Anthony Hung, Karl Tayeb, Sebastian Pott, Matthew Stephen. Interpreting structure in sequence count data with differential expression analysis allowing for grades of membership. bioRxiv : the preprint server for biology. 2023-03-22. PMID:36945441. |
"parts-based" representations of data, such as non-negative matrix factorization and topic modeling, have been used to identify structure from single-cell sequencing data sets, in particular structure that is not as well captured by clustering or other dimensionality reduction methods. |
2023-03-22 |
2023-08-14 |
Not clear |
| Yan Oueis, Georgii N Sizov, Viktor N Starovero. Local Potentials Reconstructed within Linearly Independent Product Basis Sets of Increasing Size. The journal of physical chemistry. A. 2023-03-10. PMID:36898043. |
given a matrix representation of a local potential |
2023-03-10 |
2023-08-14 |
Not clear |
| Olivier Bouazi. Fast approximations of pseudo-observations in the context of right censoring and interval censoring. Biometrical journal. Biometrische Zeitschrift. 2023-02-27. PMID:36843309. |
an asymptotic representation of the pseudo-observations is derived involving the hessian matrix and the score vector. |
2023-02-27 |
2023-08-14 |
Not clear |
| Christoph Bannwarth, Todd J Martíne. SQMBox: Interfacing a semiempirical integral library to modular ab initio electronic structure enables new semiempirical methods. The Journal of chemical physics. vol 158. issue 7. 2023-02-23. PMID:36813714. |
we present an approach to unify ab initio and semiempirical electronic structure code paths based on a separation of the wavefunction ansatz and the needed matrix representations of operators. |
2023-02-23 |
2023-08-14 |
Not clear |
| Jiatian Pi, Chaoyang Luo, Fen Xia, Ning Jiang, Haiying Wu, Zhiyou W. Improving the adversarial transferability with relational graphs ensemble adversarial attack. Frontiers in neuroscience. vol 16. 2023-02-23. PMID:36817095. |
for this time-consuming problem, we define the vector representation of the model, extract the dependency matrix, and then equivalently simplify the sub-optimization problem by utilizing the dependency matrix. |
2023-02-23 |
2023-08-14 |
Not clear |
| Xuhan Liu, Kai Ye, Herman W T van Vlijmen, Adriaan P IJzerman, Gerard J P van Weste. DrugEx v3: scaffold-constrained drug design with graph transformer-based reinforcement learning. Journal of cheminformatics. vol 15. issue 1. 2023-02-21. PMID:36803659. |
in order to deal with the graph representation of molecules a novel positional encoding for each atom and bond based on an adjacency matrix was proposed, extending the architecture of the transformer. |
2023-02-21 |
2023-08-14 |
Not clear |
| João Paulo Pereira Zanetti, Lucas Peres Oliveira, Leonid Chindelevitch, João Meidani. Generalizations of the Genomic Rank Distance to Indels. Bioinformatics (Oxford, England). 2023-02-15. PMID:36790056. |
we approach this generalization by using a matrix representation of genomes. |
2023-02-15 |
2023-08-14 |
Not clear |
| Xutao Li, Michael K Ng, Guangning Xu, Andy Yi. Multi-relational graph convolutional networks: Generalization guarantees and experiments. Neural networks : the official journal of the International Neural Network Society. vol 161. 2023-02-12. PMID:36774871. |
first, we develop a matrix representation of various tensor operations underneath mrgcns to simplify the analysis significantly. |
2023-02-12 |
2023-08-14 |
Not clear |
| Wenhao Yuan, Xiaoyan Lu, Rongfen Zhang, Yuhong Li. FCKDNet: A Feature Condensation Knowledge Distillation Network for Semantic Segmentation. Entropy (Basel, Switzerland). vol 25. issue 1. 2023-01-21. PMID:36673266. |
then, the obtained feature condensation matrix is applied to the original outputs of the teacher and student networks to improve the feature representation capability. |
2023-01-21 |
2023-08-14 |
human |
| Matthew D Horner, Andrew Hallam, Jiannis K Pacho. Chiral Spin-Chain Interfaces Exhibiting Event-Horizon Physics. Physical review letters. vol 130. issue 1. 2023-01-20. PMID:36669219. |
we demonstrate that this representation is faithful both analytically, by employing bosonization to obtain a luttinger liquid model, and numerically, by employing matrix product state methods. |
2023-01-20 |
2023-08-14 |
Not clear |
| Hadis Kalantar-Hormozi, Raihaan Patel, Alyssa Dai, Justine Ziolkowski, Hao-Ming Dong, Avram Holmes, Armin Raznahan, Gabriel A Devenyi, M Mallar Chakravart. A cross-sectional and longitudinal study of human brain development: the integration of cortical thickness, surface area, gyrification index, and cortical curvature into a unified analytical framework. NeuroImage. 2023-01-19. PMID:36657692. |
neuroanatomical covariance was examined using non-negative matrix factorization (nmf), which decomposes covariance resulting in a parts-based representation. |
2023-01-19 |
2023-08-14 |
human |