Research on intrusion detection method for edge networks based on federated reinforcement learning by DING Kai, HUANG Yidu, TAO Ming, XIE Renping

“…Imbalanced traffic sample distributions were designed for each edge agent to simulate a real-world environment, allowing for the evaluation of the detection accuracy and robustness of the global model. Double deep Q-network (DDQN) was employed as the reinforcement learning framework for the edge agents, and the experimental results were evaluated using accuracy, precision, recall, and F1-score. …”
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IMPACT OF GREENING ON MINIMIZING THE URBAN HEAT ISLAND EFFECT TO IMPROVE THERMAL COMFORT (THE AREA BETWEEN THE TWO HOLY SHRINES IN KARBALA) by Hala. H. Musa

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A Strong Maneuvering Target-Tracking Filtering Based on Intelligent Algorithm by Jing Li, Xinru Liang, Shengzhi Yuan, Haiyan Li, Changsheng Gao

“…In this paper, a variable-structure multimodel (VSMM) filtering algorithm based on the long short-term memory (LSTM) regression-deep Q network (L-DQN) is proposed to accurately track strong maneuvering targets. …”
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A computing allocation strategy for Internet of things’ resources based on edge computing by Zengrong Zhang

“…Second, a dynamic offloading scheduling algorithm based on Q -learning is proposed based on the optimization problem. …”
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Dissipative Filter Design for Nonlinear Time-Varying-Delay Singular Systems against Deception Attacks by Guobao Liu, Shibin Shen, Xianglei Jia

“…Then, by combining some integral inequalities and using the Lyapunov–Krasovskii functional approach, sufficient delay-dependent conditions are presented based on linear matrix inequality techniques, where the system of filtering error can be stochastically admissible and strictly ℚ,S,ℝ-dissipative against randomly occurring deception attacks. …”
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Numerical and Analytical Simulations of Nonlinear Time Fractional Advection and Burger’s Equations by Hassan Khan, Qasim Khan, Fairouz Tchier, null Ibrarullah, Evren Hincal, Gurpreet Singh, F. M. O. Tawfiq, Shahbaz Khan

“…In this paper, the higher nonlinear problems of fractional advection-diffusion equations and systems of nonlinear fractional Burger’s equations are solved by using two sophisticated procedures, namely, the q-homotopy analysis transform method and the residual power series method. …”
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Adaptive Control for Nonlinear Systems with Time-Varying Control Gain by Alejandro Rincon, Fabiola Angulo

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Flow of Brinkman Fluid with Heat Generation and Chemical Reaction by M. Ramzan, Zaib Un Nisa, M. Ahmad, M. Nazar

“…The effects of different parameters like fractional parameter, heat generation/absorption Q, chemical reaction R, and magnetic parameter M are discussed through numerous graphs. …”
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Non-Archimedean Green’s functions and Zariski decompositions by Boucksom, Sébastien, Jonsson, Mattias

“…First, we give an example of a Green’s function, associated to a divisorial valuation, which is not $\mathbb{Q}$-PL (i.e. not a model function in the discretely valued case). …”
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The principle of economics in the procedure of deprivation of parental rights by Đerlek Minela

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The risk index for an SIR epidemic model and spatial spreading of the infectious disease by Min Zhu, Xiaofei Guo, Zhigui Lin

“…Our results suggest that the disease must spread if $R^F_0(t_0)≥q 1$ for some $t_0$ and the disease is vanishing if $R^F_0(∞) \lt 1$, while if $R^F_0(0) \lt 1$, the spreading or vanishing of the disease depends on the initial state of infected individuals as well as the expanding capability of the free boundary. …”
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Fermions Tunneling and Quantum Corrections for Quintessential Kerr-Newman-AdS Black Hole by Wajiha Javed, Rimsha Babar

“…We observe that the graphs of Te-H w.r.t. quintessence parameter α exhibit behavior only for the particular ranges, i.e., 0<α<1/6, charge 0<Q≤1, and rotation parameter 0<a≤1. For smaller and larger values of negative Λ, as horizon increases, the temperature decreases and increases, respectively.…”
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A Semantic Community Detection Algorithm Based on Quantizing Progress by Xu Han, Deyun Chen, Hailu Yang

“…Finally, we establish semantic modularity (SimQ) for evaluating the detected semantic communities. …”
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Novel Phenotype in Unbalanced 7;9 Translocation with Critical Incidental Finding by Julie Fischer, Luis Rohena

“…This testing revealed a diagnosis of an unbalanced 7;9 translocation resulting in monosomy for 7q34-qter and trisomy for 9pter-p21, which resulted in a very complex medical course. …”
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Computing FGZ Index of Sum Graphs under Strong Product by Zhi-Ba Peng, Saira Javed, Muhammad Javaid, Jia-Bao Liu

“…In this paper, we study the sum graphs (S-sum, R-sum, Q-sum and T-sum) using the subdivision related operations and strong product of graphs which create hexagonal chains isomorphic to many chemical compounds. …”
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A Dysmorphic Child with a Pericentric Inversion of Chromosome 8 by Venkateshwari Ananthapur, Srilekha Avvari, Sujatha Madireddi, Pratibha Nallari, Jyothy Akka

“…Cytogenetic evaluation of the proband revealed a pericentric inversion of chromosome 8 with 46, XY, and inv 8 (p11.2; q21.2) karyotype.…”
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Normocomplementaemic Urticarial Vasculitis in a 19-Month-Old Girl by Peter Williams

“…Complement results (including C1q) obtained later were normal. This case is striking not only because of the rarity of UV in children but also due to the unique diagnostic and prognostic challenges that it raises.…”
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Writing Errors: The Case of English Learners of Arabic by Asmaa Shehata, Amaya Martin

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Massive bigravity as a presymplectic BV-AKSZ sigma-model by Maxim Grigoriev, Vyacheslav Gritzaenko

“…This graded manifold comes equipped with a natural presymplectcic structure and the compatible pre-Q structure which is a sum of the Chevalley-Eilenberg differentials of each copy of the Lie algebra and the interaction term. …”
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Photophysical characterization of chosen Ln(III) macromolecular complexes by Krzysztof Staninski, Stefan Lis

“…The conditional stability constants of the complexes were studied by monitoring the spectral changes of energy and intensity of Q bands of the porphyrin.…”
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