Automatic Recognition of Authors Identity in Persian based on Systemic Functional Grammar by Fatemeh Soltanzadeh, Azadeh Mirzaei, Mohammad Bahrani, Shahram Modarres Khiabani

“…First, a corpus composed of documents written by seven contemporary Iranian authors was collected. Second, a list of function words was extracted from the corpus. Moreover, conjunction, modality and comment adjunct system networks were applied to form a lexicon using linguistics resources. …”
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Synchronizability of Discrete Nonlinear Systems: A Master Stability Function Approach by Mohanasubha Ramasamy, Suresh Kumarasamy, Sakthi Kumar Sampathkumar, Anitha Karthikeyan, Karthikeyan Rajagopal

“…Furthermore, a comprehensive analysis of the master stability function’s behavior was performed across a diverse range of coupling strengths σ and system parameters. …”
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Mathematical Analysis and Performance Evaluation of the GELU Activation Function in Deep Learning by Minhyeok Lee

“…In addition, we conduct an extensive experimental comparison of the GELU function against a broad range of alternative activation functions, utilizing a residual convolutional network trained on the CIFAR-10, CIFAR-100, and STL-10 datasets as the empirical testbed. …”
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Dry Port: A Review on Concept, Classification, Functionalities and Technological Processes by Erica Varese, Danilo Stefano Marigo, Mariarosaria Lombardi

“…The search was conducted in respect of the article title and text, abstract and keywords. …”
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A New Image Oversampling Method Based on Influence Functions and Weights by Jun Ye, Shoulei Lu, Jiawei Chen

“…We propose an image oversampling algorithm based on the influence function and sample weights. Our scheme not only synthesizes high-quality minority class samples but also preserves the original features and information of minority class images. …”
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Proteomic characterization and bioinformatic insights into MUC18 function in gastric cancer by Sung-Jin Kim, Su-Min Lee, Yun-Jeong Seo, Jae-Young Kim

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Worldwide practices in pulmonary function test reporting after lung transplantation by Jens Gottlieb, MD, Erika Lease, MD, Merel Hellemons, MD, PhD, Kieran Halloran, MD, Tereza Martinu, MD, MHSc

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Brain functional connectivity after Stroop task induced cognitive fatigue by Jilin Wu, Zhongtian Guan, Chunlin Li, Wei Wang, Ruifeng Sun, Ziman Zhu, Li Song, Weijun Gong

“…The results indicated that changes in activity within the bilateral thalamus and Front-Parietal network were significantly correlated with subjective fatigue levels. …”
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The effect of ultrasound on the functionality and health-improving properties of dairy products (review) by Alexander Prosekov

“…Additional research will provide a complete picture of how ultrasound exposure affects the characteristics of biologically active components of functional dairy products. Graphical Abstract…”
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Functional Enrichment Analysis of Rare Mutations in Patients with Brain Arteriovenous Malformations by Elena Zholdybayeva, Ayazhan Bekbayeva, Karashash Menlibayeva, Alua Gusmaulemova, Botakoz Kurentay, Bekbolat Tynysbekov, Almas Auganov, Ilyas Akhmetollayev, Chingiz Nurimanov

“…<b>Conclusions</b>: Defects in genes associated with ciliary structure and function may be critical to the pathogenesis of brain AVMs. …”
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Similarity Function for One-Shot Learning to Enhance the Flexibility of Myoelectric Interfaces by Xiang Wang, Xu Zhang, Xiang Chen, Xun Chen, Zhao Lv, Zhen Liang

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Indefinite Eigenvalue Problems for p-Laplacian Operators with Potential Terms on Networks by Jea-Hyun Park, Soon-Yeong Chung

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Integrated Analyses Identify Immune-Related Signature Associated with Qingyihuaji Formula for Treatment of Pancreatic Ductal Adenocarcinoma Using Network Pharmacology and Weighted... by Xiang Qian, Zhuo Chen, Sha Sha Chen, Lu Ming Liu, Ai Qin Zhang

“…Besides, the putative targets, immune-related targets, and the critical module genes were mapped with the specific disease to select the overlapped genes (OGEs). Functional enrichment analysis of putative targets and OGEs was conducted. …”
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Complex network clustering algorithm based on Jordan-form of Laplace-matrix by Jian-wei NIU, Bin DAI, Chao TONG, Guan-ying HUO, Jing PENG

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Linguistic Intuitionistic Fuzzy VIKOR Method with the Application of Artificial Neural Network by John Robinson Peter Dawson, Leonishiya Arockia Selvaraj

“…Arithmetic operations, specifically subtraction and division, are applied to LIF numbers (LIFNs) within the LIF-VIKOR algorithm. Furthermore, a function called the Linguistic Median Membership (LMM) function is introduced to convert LIFN values into crisp numbers. …”
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Touching at a distance: the elaboration of communicative functions from the perspective of the interactants by Robin Héron, Stéphane Safin, Michael Baker, Zhuoming Zhang, Eric Lecolinet, Françoise Détienne

“…Touch is an inherent part of human social interactions and the diversity of its functions has been highlighted in numerous works. Given the varied roles of touch, with technology-mediated communication being a big part of our everyday lives, research has been interested in enabling and enhancing distant social interactions with mediated touch over networks. …”
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Identification and functional analysis of Wall-Associated Kinase genes in Nicotiana tabacum by Ling Li, Linggai Cao, Jintao Li, Zhiqiang Zhang, Zhiqiang Zhang, Jie Liu, Zhongying Ren, Jie Zhang, Rengang Wang, Yangfan Miao, Shizhou Yu, Wei Li, Wei Li

“…IntroductionWall-associated kinases (WAKs) are pivotal in linking plant cell walls to intracellular signaling networks, thereby playing essential roles in plant growth, development, and stress responses. …”
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Research Progress and Prospect of Green Infrastructure with Public Health Promotion Function by Tongyu LI, Junyi LIXU, Binxia XUE, Yan (USA) SONG

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Pedestrian Trajectory Prediction Based on Dual Social Graph Attention Network by Xinhai Li, Yong Liang, Zhenhao Yang, Jie Li

“…For individual feature modeling, we propose the Spatio-Temporal Weighted Graph Attention Network (STWGAT) branch, which incorporates a newly developed directed social attention function to explicitly capture both the direction and intensity of pedestrian interactions. …”
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A Distributional Regression Network With Data Transformation for Calibrating Rainfall Forecasts by Zeqing Huang, Andrew Schepen, James C. Bennett, David E. Robertson, Tongtiegang Zhao, Eun‐Soon Im, Quan J. Wang

“…A unified loss function is formulated based on the negative log‐likelihood function for parameter optimization. …”
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