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Subspace Complexity Reduction in Direction-of-Arrival Estimation via the RASA Algorithm [PDF]
SensorsThe complexity and scale of contemporary datasets are increasing, making the need for reliable and effective subspace processing more pressing. In array signal processing, the quality of the projection matrix and the structure of the noise subspace have ...
Belan Bapir-Bakr +4 more
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Bathymetric-Based Band Selection Method for Hyperspectral Underwater Target Detection
Remote Sensing, 2021 Band selection has imposed great impacts on hyperspectral image processing in recent years. Unfortunately, few existing methods are proposed for hyperspectral underwater target detection (HUTD).
Jiahao Qi +6 more
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The Causal Interaction between Complex Subsystems
Entropy, 2021 Information flow provides a natural measure for the causal interaction between dynamical events. This study extends our previous rigorous formalism of componentwise information flow to the bulk information flow between two complex subsystems of a large ...
X. San Liang
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Вестник Самарского университета: Естественнонаучная серия, 2023 In this short communication we prove that the subspace Pn,n−1(X)of all probability measures P(X), whose supports consist of exactly n points is an (n−1)-dimensional topological manifold.
Mikhail V. Dolgopolov +1 more
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High-Dimensional Clustering for Incomplete Mixed Dataset Using Artificial Intelligence
IEEE Access, 2020 In order to address the problem that high energy consumption, high memory usage and low clustering effect in traditional data set high-dimensional clustering algorithms, we propose the high-dimensional clustering algorithm of incomplete mixed data set ...
Meishan Li, Xiaofeng Li, Jing Li
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Linear Diophantine Fuzzy Subspaces of a Vector Space
Mathematics, 2023 The notion of a linear diophantine fuzzy set as a generalization of a fuzzy set is a mathematical approach that deals with vagueness in decision-making problems.
Madeleine Al-Tahan +3 more
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IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2022 Hyperspectral and multispectral image fusion aims to fuse a low-spatial-resolution hyperspectral image (HSI) and a high-spatial-resolution multispectral image to form a high-spatial-resolution HSI.
Jianjun Liu +5 more
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On homotopically dense subspaces of the space of complete linked systems
Вестник Самарского университета: Естественнонаучная серия, 2023 This article discusses the topological and geometric properties of the set of coupled systems and the properties of its subspaces that are homotopically dense.
Mikhail V. Dolgopov +1 more
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MVTLR-HCFS: Density Peak Algorithm Based on Multi-View and Tensor Low Rank Expression
IEEE Access, 2021 With the rapid development of hardware and software technology, modern industry has produced a large amount of high-dimensional unlabeled data, such as pictures and videos.
Wei Yang +5 more
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Behavior Recognition Based on Category Subspace in Crowded Videos
IEEE Access, 2020 Crowd behavior refers to a collective behavior composed of two or more individuals who influence, interact, and depend on each other for a specific goal.
Chunhua Deng +3 more
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