Dynamic analysis of malicious behavior propagation based on feature selection in software network by Huajian Xue, Huajian Xue, Yali Wang, Qiguang Tang

“…To safeguard data assets from the encroachment of malware, it is essential to conduct a dynamic analysis of various information propagation behaviors within software. …”
Get full text

Application of Fuzzy Bayesian Network in Dynamic Risk Analysis of Explosion in Process Industries by Tahereh Eskandari, Iraj Mohammadfam

“…A fuzzy logic approach was used to quantify the probability of essential events, and the Bayesian network (BN) was employed for dynamic risk analysis. …”
Get full text

GRAPH MODELS OF THE DYNAMICS OF NETWORK ATTACKS IN AUTOMATED SYSTEMS OF INTERNAL AFFAIRS BODIES by E. S. Ovchinnikova

“…The method for solving this problem is a mathematical simulation of implementing network attacks in protected automated systems of internal affairs bodies by constructing and describing graph models of typical network attacks on a confidential information resource in the dynamics of  their implementation. …”
Get full text

Effect of time-varying delays' dynamic characteristics on the stability of Hopfield neural networks by Xudong Hai, Chengxu Chen, Qingyun Wang, Xiaowei Ding, Zhaoying Ye, Yongguang Yu

“…This manuscript investigated the stability of Hopfield neural networks with time-varying transmission delays and leakage delays, and specially discussed the impact of the time-varying delays' dynamic characteristics on network stability. …”
Get full text

Day-to-Day Evolution of Traffic Flow with Dynamic Rerouting in Degradable Transport Network by Manman Li, Jian Lu, Jiahui Sun, Qiang Tu

Get full text

Link between dynamic capability and sustainable entrepreneurship: The mediation role of digital networking by Sofyan Ashari Nur, Muafi Muafi

“…This study also analyses the effect of digital networking on sustainable entrepreneurship and the mediating role of digital networking on the influence of dynamic capability parts on sustainable entrepreneurship. …”
Get full text

Multiscale Graph Transformer Network With Dynamic Superpixel Pyramid for Hyperspectral Image Classification by Tingting Wang, Yao Sun, Yunfeng Hu

“…To address these limitations, we propose a multi-scale graph transformer network (MSGTN), which captures spatial features at different scales through multiscale graph convolutional networks (GCNs) with adaptive graph structures. …”
Get full text

DMA-Net: Dynamic Morphology-Aware Segmentation Network for Remote Sensing Images by Chao Deng, Haojian Liang, Xiao Qin, Shaohua Wang

“…To address these limitations, we propose DMA-Net, a Dynamic Morphology-Aware Segmentation Network built on an encoder–decoder architecture. …”
Get full text

Dynamic Analysis and FPGA Implementation of Fractional-Order Hopfield Networks with Memristive Synapse by Andrés Anzo-Hernández, Ernesto Zambrano-Serrano, Miguel Angel Platas-Garza, Christos Volos

“…When integrated into systems like Hopfield neural networks, memristors enable the study of complex dynamic behaviors, such as chaos and multistability. …”
Get full text

Adopting Graph Neural Networks to Understand and Reason About Dynamic Driving Scenarios by Peng Su, Conglei Xiang, Dejiu Chen

“…With advances in Deep Neural Networks (DNN), Automated Driving Systems (ADS) enable the vehicle to perceive their surroundings in dynamic driving scenarios and perform behaviors by collecting operational data from sensors such as LiDAR and cameras. …”
Get full text

An Omni-Dimensional Dynamic Convolutional Network for Single-Image Super-Resolution Tasks by Xi Chen, Ziang Wu, Weiping Zhang, Tingting Bi, Chunwei Tian

“…To address these challenges, we propose an Omni-dimensional Dynamic Convolutional Network (ODConvNet) tailored for SISR tasks. …”
Get full text

Dynamic gene regulatory networks drive seed dormancy and germination of Pinus tabuliformis by Yanjun Li, Duxian Lu, Xinxiu Zuo, Yanyan Zhang, Yufen Bu, Shihui Niu, Jinxing Lin, Yaning Cui

“…WGCNA (Weighted Gene Co-expression Network Analysis) further pinpointed a key module comprising 153 genes strongly correlated with germination, of which 24 were prioritized as putative regulators. …”
Get full text

Neural network analysis in time series forecasting by B. Pashshoev, D. A. Petrusevich

Get full text

Perceived stress shapes symptom and social network dynamics: a network analysis of depression, anxiety, and relationship-specific support and strain by Huiyoung Shin, Chaerim Park

Get full text

Scheduling a Fleet of Dynamic EV Chargers for Maximal Profile by Shorooq Alaskar, Mohamed Younis

“…To address these challenges, dynamic EV-to-EV charging technology has emerged. …”
Get full text

Dynamical analysis of a complex competitive two-strain epidemic network model with vaccination by A. Abdelkhalek, A.H. Abdel Kader, I.L. El-Kalla, A. Elsaid, Amr Elsonbaty, K.S. Nisar

Get full text

Adapting physics-informed neural networks to improve ODE optimization in mosquito population dynamics. by Dinh Viet Cuong, Branislava Lalić, Mina Petrić, Nguyen Thanh Binh, Mark Roantree

“…Physics informed neural networks have been gaining popularity due to their unique ability to incorporate physics laws into data-driven models, ensuring that the predictions are not only consistent with empirical data but also align with domain-specific knowledge in the form of physics equations. …”
Get full text

2D Spatiotemporal Hypergraph Convolution Network for Dynamic OD Traffic Flow Prediction by Cheng Fang, Li Wang

“…Initially, temporal characteristics of traffic flow between OD pairs are captured using a 1D convolution neural network (1D-CNNs). Subsequently, a 2D hypergraph convolutional network is introduced to uncover spatial correlations in OD flow patterns. …”
Get full text

Rolling Bearing Fault Diagnosis Based on Stacked Autoencoder Network with Dynamic Learning Rate by Hong Pan, Wei Tang, Jin-Jun Xu, Maxime Binama

“…Thus, this paper proposes a dynamic learning rate adjustment approach for the stacked autoencoder network. …”
Get full text

The analysis of dynamic evaluation of online shopping satisfaction based on the recurrent neural network model by Cheng Zhao, Yi Xun

“…To address this problem, the proposed Gated Recurrent Unit (GRU) introduces a gating mechanism to capture long-term dependencies in sequential data. Building on this, a Dynamic Weighted-GRU (DW-GRU) model is proposed, incorporating a dynamic weighting mechanism based on GRU to adapt to the dynamic changes in online shopping satisfaction. …”
Get full text