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A Hybrid Analysis-Based Approach to Android Malware Family Classification [PDF]
Entropy, 2021 With the popularity of Android, malware detection and family classification have also become a research focus. Many excellent methods have been proposed by previous authors, but static and dynamic analyses inevitably require complex processes.
Chao Ding +3 more
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Frontiers in Energy Research, 2022 Solar photovoltaic power generation has become the focus of the world energy market. However, weak continuity and variability of solar power data severely increase grid operating pressure.
Hui Liu +10 more
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Optimal reactive power dispatch using an improved slime mould algorithm
Energy Reports, 2021 The optimal reactive power dispatch (ORPD) problem plays an important role in the reliability and economy of a power system. At present, the methods for solving the ORPD problem are insufficient in terms of both accuracy and computation time.
Yuanye Wei +3 more
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Quantum-Inspired Moth-Flame Optimizer With Enhanced Local Search Strategy for Cluster Analysis
Frontiers in Bioengineering and Biotechnology, 2022 Clustering is an unsupervised learning technique widely used in the field of data mining and analysis. Clustering encompasses many specific methods, among which the K-means algorithm maintains the predominance of popularity with respect to its simplicity
Xinrong Cui +9 more
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T-BT Inverse and T-GC Partial Order via the T-Product
Axioms, 2023 In this paper, we extend the BT inverse to the set of third-order tensors, and we call it the T-BT inverse. We give characterizations and properties of the inverse by applying tensor decomposition. Based on the inverse, we introduce a new binary relation:
Hongxing Wang, Wei Wen
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Weak dual generalized inverse of a dual matrix and its applications
Heliyon, 2023 Recently, the dual Moore-Penrose generalized inverse has been applied to study the linear dual equation when the dual Moore-Penrose generalized inverse of the coefficient matrix of the linear dual equation exists.
Hong Li, Hongxing Wang
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The dual index and dual core generalized inverse
Open Mathematics, 2023 In this article, we introduce the dual index and dual core generalized inverse (DCGI). By applying rank equation, generalized inverse, and matrix decomposition, we give several characterizations of the dual index when it is equal to 1. We realize that if
Wang Hongxing, Gao Ju
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Frontiers in Neuroinformatics, 2023 IntroductionRegression and classification are two of the most fundamental and significant areas of machine learning.MethodsIn this paper, a radial basis function neural network (RBFNN) based on an improved black widow optimization algorithm (IBWO) has ...
Hui Liu +9 more
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Discrete complex-valued code pathfinder algorithm for wind farm layout optimization problem
Energy Conversion and Management: X, 2022 In wind farm planning, it is necessary to optimize the location of turbines to reduce the influence of eddy currents between each other and generate more energy. This problem is also transformed into a discrete optimization problem, it is named wind farm
Ning Li +3 more
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Bioinspired Bare Bones Mayfly Algorithm for Large-Scale Spherical Minimum Spanning Tree
Frontiers in Bioengineering and Biotechnology, 2022 Mayfly algorithm (MA) is a bioinspired algorithm based on population proposed in recent years and has been applied to many engineering problems successfully.
Tian Zhang +7 more
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