| Publication |
Sentence |
Publish Date |
Extraction Date |
Species |
| Jun Wang, Chang Tang, Xinwang Liu, Wei Zhang, Wanqing Li, Xinzhong Zhu, Lizhe Wang, Albert Y Zomay. Region-Aware Hierarchical Latent Feature Representation Learning-Guided Clustering for Hyperspectral Band Selection. IEEE transactions on cybernetics. vol PP. 2022-08-22. PMID:35994538. |
finally, k -means clustering is utilized on the unified feature representation matrix to generate multiple clusters from which the band with maximum information entropy is selected to form the final subset of bands. |
2022-08-22 |
2023-08-14 |
Not clear |
| Maciej Długosz, Bogdan Cichocki, Piotr Szymcza. Estimating near-wall diffusion coefficients of arbitrarily shaped rigid macromolecules. Physical review. E. vol 106. issue 1-1. 2022-08-17. PMID:35974550. |
the matrix components are scaled using ratios of the corresponding bulk values evaluated for the detailed representation of the molecule and its coarse-grained model, leading to accurate values of the near-wall diffusion coefficients. |
2022-08-17 |
2023-08-14 |
Not clear |
| Gernot Akemann, Adam Mielke, Patricia Päßle. Spacing distribution in the two-dimensional Coulomb gas: Surmise and symmetry classes of non-Hermitian random matrices at noninteger β. Physical review. E. vol 106. issue 1-1. 2022-08-17. PMID:35974587. |
a random matrix representation is proposed for the two-dimensional (2d) coulomb gas at inverse temperature β. |
2022-08-17 |
2023-08-14 |
Not clear |
| Nan Zhang, Shiliang Su. Multiview Unsupervised Shapelet Learning for Multivariate Time Series Clustering. IEEE transactions on pattern analysis and machine intelligence. vol PP. 2022-08-15. PMID:35969573. |
in this way, musla learns the importance of each view and the neighbor graph matrix among multiview representations when candidate multivariate shapelets of different lengths are determined. |
2022-08-15 |
2023-08-14 |
Not clear |
| Shalani Athukorala, Wathsala Mohott. An effective short-text topic modelling with neighbourhood assistance-driven NMF in Twitter. Social network analysis and mining. vol 12. issue 1. 2022-08-01. PMID:35911485. |
we propose the 'neighbourhood-based assistance'-driven non-negative matrix factorization (nmf) method to handle high-dimensional sparse short-text representation with lower-dimensional projection effectively. |
2022-08-01 |
2023-08-14 |
Not clear |
| Lida Qiu, Deyong Kang, Chuan Wang, Wenhui Guo, Fangmeng Fu, Qingxiang Wu, Gangqin Xi, Jiajia He, Liqin Zheng, Qingyuan Zhang, Xiaoxia Liao, Lianhuang Li, Jianxin Chen, Haohua T. Intratumor graph neural network recovers hidden prognostic value of multi-biomarker spatial heterogeneity. Nature communications. vol 13. issue 1. 2022-07-22. PMID:35869055. |
to address this challenge, we tested a representation of primary tumor that synergistically integrated multiple in situ biomarkers of extracellular matrix from multiple sampling regions into an intratumor graph neural network. |
2022-07-22 |
2023-08-14 |
human |
| Shuang Liang, Mingbo Yin, Yecheng Huang, Xiubin Dai, Qiong Wan. Nuclear Norm Regularized Deep Neural Network for EEG-Based Emotion Recognition. Frontiers in psychology. vol 13. 2022-07-18. PMID:35846606. |
subsequently, the weighted feature representations of multiple brain regions are stacked into a feature matrix, and the nuclear norm regularization is adopted to learn the structural information within the feature matrix. |
2022-07-18 |
2023-08-14 |
Not clear |
| Martin Blavier, R D Levine, F Remacl. Time evolution of entanglement of electrons and nuclei and partial traces in ultrafast photochemistry. Physical chemistry chemical physics : PCCP. 2022-07-15. PMID:35838986. |
we discuss a matrix representation of wave functions of such entangled systems. |
2022-07-15 |
2023-08-14 |
Not clear |
| Martin Blavier, R D Levine, F Remacl. Time evolution of entanglement of electrons and nuclei and partial traces in ultrafast photochemistry. Physical chemistry chemical physics : PCCP. 2022-07-15. PMID:35838986. |
singular value decomposition (svd) of this matrix provides a representation as a sum of separable terms. |
2022-07-15 |
2023-08-14 |
Not clear |
| Kan Shi, Ming Jie Wang, Yang Zhang, Kuo Hung Hsiao, Yan An Ya. Structural analysis of traditional Chinese complex puzzle locks. Scientific reports. vol 12. issue 1. 2022-07-05. PMID:35788141. |
firstly, the characteristics and types of general puzzle locks are explained, and then the topology matrix representation is introduced. |
2022-07-05 |
2023-08-14 |
Not clear |
| Yuchen Wang, Dan Yang, Bin Xu, Xinyu Zhang, Xu Wan. [Research on inversion method of intravascular blood flow velocity based on convolutional neural network]. Sheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi. vol 39. issue 3. 2022-07-05. PMID:35788526. |
firstly, unsupervised learning cnn is constructed to extract weight matrix representation information to preprocess voltage data. |
2022-07-05 |
2023-08-14 |
Not clear |
| Garima Mathur, Anjana Pandey, Sachin Goya. A comprehensive tool for rapid and accurate prediction of disease using DNA sequence classifier. Journal of ambient intelligence and humanized computing. 2022-07-05. PMID:35789598. |
in the hot vector representation of the dna sequence, each pair of the word is represented using a binary matrix which represents the position of each nucleotide in the dna sequence. |
2022-07-05 |
2023-08-14 |
human |
| Tatiana Vovk, Hannes Pichle. Entanglement-Optimal Trajectories of Many-Body Quantum Markov Processes. Physical review letters. vol 128. issue 24. 2022-07-01. PMID:35776475. |
we introduce an adaptive quantum stochastic propagator, which minimizes the expected entanglement in the many-body quantum state, thus minimizing the computational cost of the matrix product state representation of each trajectory. |
2022-07-01 |
2023-08-14 |
Not clear |
| Jiao Wei, Can Tong, Bingxue Wu, Qiang He, Shouliang Qi, Yudong Yao, Yueyang Ten. An Entropy Weighted Nonnegative Matrix Factorization Algorithm for Feature Representation. IEEE transactions on neural networks and learning systems. vol PP. 2022-06-29. PMID:35767485. |
an entropy weighted nonnegative matrix factorization algorithm for feature representation. |
2022-06-29 |
2023-08-14 |
Not clear |
| Jiao Wei, Can Tong, Bingxue Wu, Qiang He, Shouliang Qi, Yudong Yao, Yueyang Ten. An Entropy Weighted Nonnegative Matrix Factorization Algorithm for Feature Representation. IEEE transactions on neural networks and learning systems. vol PP. 2022-06-29. PMID:35767485. |
nonnegative matrix factorization (nmf) has been widely used to learn low-dimensional representations of data. |
2022-06-29 |
2023-08-14 |
Not clear |
| Kevin B Dsouza, Alexandra Maslova, Ediem Al-Jibury, Matthias Merkenschlager, Vijay K Bhargava, Maxwell W Libbrech. Learning representations of chromatin contacts using a recurrent neural network identifies genomic drivers of conformation. Nature communications. vol 13. issue 1. 2022-06-28. PMID:35764630. |
we find that these representations contain all the information needed to recreate the observed hi-c matrix with high accuracy, outperforming existing methods. |
2022-06-28 |
2023-08-14 |
Not clear |
| Antonios Tragoudaras, Pavlos Stoikos, Konstantinos Fanaras, Athanasios Tziouvaras, George Floros, Georgios Dimitriou, Kostas Kolomvatsos, Georgios Stamouli. Design Space Exploration of a Sparse MobileNetV2 Using High-Level Synthesis and Sparse Matrix Techniques on FPGAs. Sensors (Basel, Switzerland). vol 22. issue 12. 2022-06-24. PMID:35746100. |
toward this end, we apply sparse matrix techniques on a mobilenetv2 model for efficient data representation, and we evaluate our designs in two different weight pruning approaches. |
2022-06-24 |
2023-08-14 |
Not clear |
| Lazhar Labiod, Mohamed Nadi. Power Attributed Graph Embedding and Clustering. IEEE transactions on neural networks and learning systems. vol PP. 2022-06-24. PMID:35749324. |
we formulate a new matrix decomposition model to obtain node representation and node clustering simultaneously. |
2022-06-24 |
2023-08-14 |
Not clear |
| Maria E Kamenetsky, Junho Lee, Jun Zhu, Ronald E Gangno. Regularized spatial and spatio-temporal cluster detection. Spatial and spatio-temporal epidemiology. vol 41. 2022-06-12. PMID:35691644. |
we adopt a fast and computationally-efficient method using a novel sparse matrix representation of the effects of potential clusters. |
2022-06-12 |
2023-08-14 |
Not clear |
| Haojiang Tan, Sichao Qiu, Jun Wang, Guoxian Yu, Wei Guo, Maozu Gu. Weighted Deep Factorizing Heterogeneous Molecular Network for Genome-Phenome Association Prediction. Methods (San Diego, Calif.). 2022-06-11. PMID:35690250. |
wdgpa firstly assigns weights to inter/intra-relational data matrices and attribute data matrices, and performs deep matrix factorization on these matrices of heterogeneous network in a cooperative manner to obtain the nonlinear representations of different nodes. |
2022-06-11 |
2023-08-14 |
human |