Rice Bran or Apple Pomace? Comparative Data Analysis of Astaxanthin Bioproduction by Derya Dursun, Ali Çoşkun Dalgıç

“…Predicted response results of response surface methodology (RSM) and radial basis function-neural network (RBF-NN) were compared in order to evaluate the accuracy of two methodologies on non-linear behavior of the astaxanthin bioproduction. …”
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Advanced ENF Region Classification Using UniTS-SinSpec: A Novel Approach Integrating Sinusoidal Activation Function and Spectral Attention by Yujin Li, Tianliang Lu, Gaojun Zeng, Kai Zhao, Shufan Peng

“…The electric network frequency (ENF), often referred to as the industrial heartbeat, plays a crucial role in the power system. …”
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Differences in Sexual Function Between Trimesters During Pregnancy: An Observational Study by Sunullah Soysal, Abdullah Sarioz, Umran Kilincdemir Turgut, Gokce Anik Ilhan, Yusuf Arman, Begum Yildizhan, Tanju Pekin

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Weibull Statistic and Artificial Neural Network Analysis of the Mechanical Performances of Fibers from the Flower Agave Plant for Eco-Friendly Green Composites by Imen Lalaymia, Ahmed Belaadi, Messaouda Boumaaza, Hassan Alshahrani, Mohammad K. A. Khan, Amar Dib

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Assessment of Bucharest Metro Expansion and Its Correlation with the Territorial System by Vasile Dragu, Floriana Cristina Oprea, Eugenia Alina Roman

“…The research methodology consisted of conducting a topological analysis of the graph representing the metro network, along with a functional analysis. …”
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Short-term alterations of brain network properties in subthreshold depression: the impact of Internet-based Cognitive Behavioral Therapy by Wenquan Yu, Yuchen Ying, Li Wang, YiLing Yang, Li Zhang, Yu Wang, Zili Zhu, Hui Zhang, Yuning Pan

“…This study aims to conduct resting-state functional MRI (rs-fMRI) to explore the effects of ICBT on neurofunctional network.MethodsThis short-term longitudinal study enrolled 30 sD patients and 24 healthy matched participants. …”
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Dual Dynamic Network Polymer Reinforced Carbon Nanotube Foam With Rapid Self‐Healing and Reversible Cycling Capabilities by Huitao Yu, Can Chen, Yanshuai Duan, Linghang Wang, Mengmeng Qin, Wei Feng

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Research on the functions and potential mechanisms of STAT3 in chronic myelogenous leukemia by Xiaoyun Feng, Yufeng Qin, Yulong Feng, Yingquan Zhuo

“…Based on the DisGENET database, a disease network of the hub genes was constructed, and the DGIdb database was used to construct a drug network of the hub genes. …”
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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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Cross-Space Conduction Assessment Method of Network Attack Risk under the Strong Coupling Characteristics of Electric Power Cyber Physics by Shenjian Qiu, Jiaxuan Fei, Jian Wang

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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 aim of the paper is to analyze the extant literature on dry ports focusing on their concept, classification, function and technological processes. The review offers an updated structured approach to what is currently defined as a dry port. …”
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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

“…Abstract We aim to investigate the changes in brain functional connectivity induced by cognitive fatigue from a whole-brain perspective and multiple angles to uncover the underlying mechanisms in healthy individuals, thereby enhancing high-quality cognitive activities and the effectiveness of cognitive rehabilitation training. …”
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The effect of ultrasound on the functionality and health-improving properties of dairy products (review) by Alexander Prosekov

“…The aim of this work was to study the influence of ultrasound on the functional and health properties of milk and dairy products, to examine specific mechanisms by which ultrasound changes the properties of dairy products, and to compare it with traditional and new technologies for processing dairy products. …”
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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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