APFed: Adaptive personalized federated learning for intrusion detection in maritime meteorological sensor networks by Xin Su, Guifu Zhang

“…With the rapid development of advanced networking and computing technologies such as the Internet of Things, network function virtualization, and 5G infrastructure, new development opportunities are emerging for Maritime Meteorological Sensor Networks (MMSNs). …”
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Research on Adaptive Back-stepping Control of Harmonic Drive Based on the RBF Neural Network by Song Gang, Chen Manyi, Qiu Linfeng, Zhang Jie

“…Based on the test data, the parameters of the model are identified by the least square method. Radial basis function （RBF） neural network is used to approximate the nonlinear friction and external uncertain disturbance torque of the system on-line, and an adaptive inversion controller based on RBF neural network is proposed. …”
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Preserving the Past to Shape the Future: The Evolution of Office Spaces Through Historic Building Adaptation by Dana Maher Ayoub Abu-Lail, Wafaa Anwar Sulaiman Goriel, Tamás Molnár, Bálint Bachmann, Gabriella Medvegy, Ágnes Borsos, Erzsébet Szeréna Zoltán

“…This study explores the potential of adaptive reuse to transform historic buildings into functional, sustainable offices, using Erbil Citadel houses as a base for the study. …”
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Agricultural soil microbiomes at the climate frontier: Nutrient-mediated adaptation strategies for sustainable farming by Jianfeng Du, Qixiong Gao, Fuxin Sun, Baoyou Liu, Yang Jiao, Qili Liu

“…The equilibrium transformation of soil microbial community dynamics and succession across various temporal and spatial dimensions plays a critical role in maintaining plant adaptability. Intensive agricultural practices accelerate the succession of plant microbial communities, rendering their restoration function more vulnerable. …”
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Design and Implementation of PID Adaptation Mechanism for MRAS-Based Speed Estimation of Induction Machine by Mohamed Amine Fnaiech, Mohamed Trabelsi, Ayman Al-Khazraji, Maamar Taleb, Hani Vahedi

“…This article proposes the use of a proportional–integral–derivative (PID) controller as an adaptive mechanism within the framework of the model reference adaptive system-based rotor flux (MRASF) for accurate rotor speed estimation in induction motors. …”
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Bearing Compound Fault Diagnosis Based on Double-Domain Reweighted Adaptive Sparse Representation by Jing Meng, Jiawen Xu, Chang Liu, Chao Chen, Lili Liu

“…The proposed model’s optimal parameters are determined through the hippopotamus optimization algorithm, with the proposed frequency correlated kurtosis as the objective function. Frequency correlated kurtosis measures the signal’s frequency domain periodicity. …”
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An Experimental Comparison of Self-Adaptive Differential Evolution Algorithms to Induce Oblique Decision Trees by Rafael Rivera-López, Efrén Mezura-Montes, Juana Canul-Reich, Marco-Antonio Cruz-Chávez

“…Our proposal includes (1) an alternative initialization strategy that reduces redundant nodes and (2) a fitness function that penalizes excessive leaf nodes, promoting smaller and more accurate decision trees. …”
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Posttranscriptional Regulation of Intestinal Mucosal Growth and Adaptation by Noncoding RNAs in Critical Surgical Disorders by Cassandra A. Cairns, Lan Xiao, Jian-Ying Wang

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Detection and Classification of Power Quality Disturbances Based on Improved Adaptive S-Transform and Random Forest by Dongdong Yang, Shixuan Lü, Junming Wei, Lijun Zheng, Yunguang Gao

“…The IAST employs a globally adaptive Gaussian window as its kernel function, which automatically adjusts window length and spectral resolution based on real-time frequency characteristics, thereby enhancing time–frequency localization accuracy while reducing algorithmic complexity. …”
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Robust Short-Term Wind Speed Forecasting Using Adaptive Shallow Neural Networks by Matrenin P.V., Manusov V.Z., Igumnova E.A.

“…The most significant results are combining simple neu-ral network architecture with ReLU activation function, Adam training method developed for deep neural networks; and the automatic hyper-parameters selection using Grid search with open upper bounds. …”
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Beauty As World Transposition: Fairy Tale Adaptation in Imperfect (2019) from Memoir to Film by Hat Pujiati, Ririe Rengganis

“…This article examines two key questions: How does beauty adaptation function as world transposition from the fairy tale to reconstruct women’s worlds in Imperfect? …”
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Contrastive learning enhanced pseudo-labeling for unsupervised domain adaptation in person re-identification. by Xuemei Bai, Yuqing Zhang, Chenjie Zhang, Zhijun Wang

“…Subsequently, an innovative loss function is proposed to effectively reduce the interference of label noise on the training process by refining the generation process of pseudo-labels, which solves the negative impact of inaccurate pseudo-labels on model training. …”
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Influence of Mismatch of Parameters of Quadrature Channels on the Work of the Adaptive Selection System for Moving Targets by S. I. Ziatdinov

“…An expression is obtained for the frequency transfer function of an adaptive passive noise suppression system with a variable cut-off zone relative to the average frequency of the spectrum of interference signals. …”
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Whole genome resequencing-based analysis of plateau adaptation in Meiren yak (Bos grunniens) by Tong Wang, XiaoMing Ma, ChaoFan Ma, XiaoYun Wu, Ta ZhaXi, LiXin Yin, WeiGuo Li, YuFei Li, ChunNian Liang, Ping Yan

“…The genes in Meiren yak with positive selection in selection signal analysis were subjected to the Gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) functional enrichment analyses, which indicated that the genes were related to the adaptability to high altitude and hypoxic environment. …”
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Multidisciplinary approach to treating complex immune dysregulation disorders: an adaptive model for institutional implementation by Lauren A. Henderson, Roshini S. Abraham, Aisha Ahmed, Lindsey Blount, Scott W. Canna, Natalia S. Chaimowitz, Shanmuganathan Chandrakasan, Bria Coates, James A. Connelly, Megan A. Cooper, Christine N. Duncan, Anthony French, Melissa Hazen, Michelle L. Hermiston, Brian Nolan, Anish Ray, Melissa J. Rose, Lisa Forbes Satter, Lisa Forbes Satter, Grant Schulert, Sara Kristen Sexson Tejtel, Tiphanie Vogel, Tiphanie Vogel, Kelly Walkovich, Matt S. Zinter, Edward M. Behrens

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Adipocyte mitochondria in dairy cows reveals constraints in growth and signals adaptive metabolic responses by Elvira Gagniuc, Adina-Mihaela Pîrvu, Dumitru-Iulian Nastac, Paul A. Gagniuc, Mihaela Gherghiceanu, Manuella Militaru

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Cultural adaptation of the polish version of the brief pain inventory short form among the elderly by Iwona Repka, Piotr Brzyski, Patrycja Zurzycka, Ilona Kuźmicz, Grażyna Puto

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Root and canopy traits and adaptability genes explain drought tolerance responses in winter wheat. by A S Nehe, M J Foulkes, I Ozturk, A Rasheed, L York, S C Kefauver, F Ozdemir, A Morgounov

“…The markers for five established functional genes (PRR73.A1 -flowering time, TEF-7A -grain size and weight, TaCwi.4A - yield under drought, Dreb1- drought tolerance, and ISBW11.GY.QTL.CANDIDATE- grain yield) were associated with different drought-tolerance traits in this experiment. …”
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Birds With Distinct Ecological Traits Show Varied Haemoglobin Adaptations Along Elevation Gradients by Zamekile D. Bhembe, Sara Padidar, Kat Bebbington, Sjouke A. Kingma, Ara Monadjem

“…ABSTRACT Ecological systems are highly dynamic, with organisms continually adapting to various environmental stressors along natural gradients. …”
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An adaptive synchronous loop phase compensation method for enhancing grid-forming transient stability by Yang Cui, Boyu Ma, Zifeng Li, Yuting Zhao

“…Finally, the stability of the proposed control strategy is rigorously validated through Lyapunov function analysis. Simulation results validate that the proposed strategy significantly enhances transient stability and dynamic performance under voltage sag conditions.…”
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