Fault and Severity Diagnosis Using Deep Learning for Self-Organizing Networks With Imbalanced and Small Datasets by Hsin-Chang Tsai, Ming-Chun Lee, Chao-Hao Hsu

“…Developing effective self-organizing approaches often depends on data-driven or learning-based methods, which require well-structured and balanced datasets. However, in practical scenarios, datasets are often imbalanced or even very small. …”
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Investigating the linkage between knowledge sharing attitude, self-efficacy, and behavior in Bangladeshi information technology sector: Knowledge sharing intention as a mediator by Lima Nasrin Eni, Susmita Saha, Md Alamgir Hossain, Mohammad Mizenur Rahaman

“…The data was statistically analyzed by using partial least square-structural equation model (PLS-SEM) method. The results revealed that knowledge sharing attitude and knowledge sharing self-efficacy of employees’ significantly affect their knowledge sharing intention and knowledge sharing behavior. …”
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A Multiregion Discrete-Time Epidemic Model of Mycobacterium tuberculosis Infections: An Optimal Control Approach by Rachid Bouajaji, Hassan Laarabi, Mostafa Rachik, Abdelhadi Abta

“…However, since both the environment and any population are spatially heterogeneous, it is obviously desirable to include spatial structure into an epidemic model. Individuals with tuberculosis can spread the disease by moving from one area to another. …”
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A Survey of Post-Quantum Cryptography Migration in Vehicles by Nils Lohmiller, Sabrina Kaniewski, Michael Menth, Tobias Heer

“…In this work, we provide a structured and comprehensive overview of the current migration state of PQC algorithms in the automotive area. …”
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Bringing Children into the Sociology of Consumption: A Symbolic Consumption Perspective by Belinda Senooane, Johannes Wiid

“…Exploratory factor analysis (EFA) was used to tease out the factors representing the ways in which children engage in symbolic consumption, while confirmatory factor analysis was used to verify the factor structure and test whether the data fit the model. …”
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Controlling Effect of Wave-Dominated Delta Sedimentary Facies on Unconventional Reservoirs: A Case Study of Pinghu Tectonic Belt in Xihu Sag, East China Sea Basin by Qinglong Chen, Renhai Pu, Xiaomin Xue, Ming Han, Yanxin Wang, Xin Cheng, Hanning Wu

“…It is concluded that the structural type, type and distribution of faults, and depositional environment of the Pinghu Tectonic Belt in the Xihu Sag are the key factors controlling the development and accumulation of coal-measure source rocks and tight sandstone reservoirs. …”
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Topology identification and parameters estimation of LV distribution networks using open GIS data by Dong Liu, Juan S. Giraldo, Peter Palensky, Pedro P. Vergara

“…In the second stage, based on the limited SM data, the location of breakpoints in mesh topology caused by circle roads is verified and reconstructed to guarantee the radial structure of LVDNs. Finally, given multiple incomplete SM datasets, three data-driven optimization models based on a state estimation model are constructed to mitigate the error of cable length induced by OSM data. …”
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Stabilization by feedback control of a novel stochastic chaotic finance model with time-varying fractional derivatives by Seyfeddine Moualkia, Yang Liu, Jinde Cao

“…Most of them presented in the deterministic case without taking the environmental noises into account, although many systems in practice are often-times exposed to some external disturbances that affect the structure of the considered system. The key aim in this article is to stabilize a chaotic finance model (CFM) by designing feedback controllers in the stochastic and fractional cases. …”
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“I Am Afraid of Positioning my Baby in Prone”: Beliefs and Knowledge about Tummy Time Practice by Bianca Fernandes Vasconcelos e Silva, Sabrinne Suelen Santos Sampaio, Julia Raffin Moura, Cléa Emanuela Barreto de Medeiros, Carolina Daniel de Lima-Alvarez, Camila Rocha Simão, Ingrid Guerra Azevedo, Silvana Alves Pereira

“…Two assessments were performed. A structured interview was conducted, while the babies were between one and six months old to identify beliefs, knowledge about TT, and the motor milestone achievement expected for the age. …”
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Robust Multi-Subtype Identification of Breast Cancer Pathological Images Based on a Dual-Branch Frequency Domain Fusion Network by Jianjun Li, Kaiyue Wang, Xiaozhe Jiang

“…In the field of signal processing, texture-rich images typically exhibit periodic patterns and structures, which are manifested as significant energy concentrations at specific frequencies in the frequency domain. …”
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A single residue switch mediates the broad neutralization of Rotaviruses by Yang Huang, Feibo Song, Yuanjun Zeng, Hui Sun, Roufang Sheng, Xuechun Wang, Liqin Liu, Guoxing Luo, Yanan Jiang, Yaling Chen, Mengxuan Zhang, Shiyin Zhang, Ying Gu, Hai Yu, Shaowei Li, Tingdong Li, Qingbing Zheng, Shengxiang Ge, Jun Zhang, Ningshao Xia

“…A combination of time-resolved cryo-electron microscopy (cryo-EM) and in situ cryo-electron tomography (cryo-ET) analysis reveals a counterintuitive dynamic process of virus inactivation, in which 7H13 asymmetrically binds to a conserved epitope in the capsid-proximal aspect of VP4, triggers a conformational switch in a critical residue—F418—thereby disrupts the meta-stable conformation of VP4 essential for normal viral infection. Structure-guided mutagenesis corroborates the essential role of the 7H13 heavy chain I54 in activating F418 switch and destabilizing VP4. …”
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Self-Assembling Multifunctional Peptide Dimers for Gene Delivery Systems by Kitae Ryu, Gyeong Jin Lee, Ji-yeong Choi, Taewan Kim, Tae-il Kim

“…MPD polyplexes showed low transfection efficiency in HEK293 cells expressing low level of MMP-2 but high transfection efficiency in A549 and C2C12 cells expressing high level of MMP-2, meaning the enhanced transfection efficiency probably due to MMP-induced structural change of polyplexes. Bafilomycin A1-treated transfection results suggest that the transfection of MPD is mediated via endosomal escape by endosome buffering ability. …”
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Perspectives and Limitations of Mesenchymal Stem Cell–Based Therapy for Corneal Injuries and Retinal Diseases by Barbora Hermankova, Eliska Javorkova, Katerina Palacka, Vladimir Holan

“…Therefore, the eye developed several immunoregulatory mechanisms which protect the ocular structures against deleterious immune reactions. This protection is ensured by the production of a variety of immunosuppressive molecules, which create the immune privilege of the eye. …”
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Insiden Infeksi Saluran Pernafasan Akut (ISPA) Pada Balita di Wilayah Kerja Puskesmas Pauh dan Faktor Determinannya by Radian Ilmaskal, Linda Wati, Rischa Hamdanesti, Afzahul Rahmi

“…Data was gathered using a structured questionnaire and analyzed univariately and bivariate using the chi-square test. …”
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Systematically-designed mixtures outperform single fibers for gut microbiota support by T.M. Cantu-Jungles, V. Agamennone, T.J. Van den Broek, F.H.J. Schuren, B. Hamaker

“…Moreover, unique shifts in community structure and specific taxa were observed for fiber mixtures that were not observed for single fibers, suggesting a synergistic effect when certain fibers are put together. …”
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Highly Tunable Moiré Superlattice Potentials in Twisted Hexagonal Boron Nitrides by Kwanghee Han, Minhyun Cho, Taehyung Kim, Seung Tae Kim, Suk Hyun Kim, Sang Hwa Park, Sang Mo Yang, Kenji Watanabe, Takashi Taniguchi, Vinod Menon, Young Duck Kim

“…It offers the possibility to reproduce uniform moiré structures with precise control piezo stage stacking and heat annealing. …”
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A Proposed Bearing Load Identification Method to Uncertain Rotor Systems by Wengui Mao, Nannan Zhang, Dan Feng, Jianhua Li

“…Using an interval analysis method, a calculated transient response of the rotor structure only subjecting to the bearing load can be approximated as a linear function of the interval parameters in the rotor system. …”
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Synthesis of Graphene Oxide-Polystyrene Graft Polymer Based on Reversible Addition Fragmentation Chain Transfer and Its Effect on Properties, Crystallization, and Rheological Behav... by Li Yang, Weijun Zhen

“…Multiple melting behavior tests showed that the introduction of SGO-PS caused the PLA molecular chain to be discharged into the unit cell in time, and the melting temperature shifted to a higher temperature, which ultimately made the grain structure of PLA composites more complete and stable than pure PLA. …”
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Design and experimental verification of the picking cam mechanism for safflower filaments by Chen Bangbang, Ding Feng, Ma Baojian, Liu Xiangdong, Ning Shanping

“…Based on the cluster growth characteristics of safflower filaments and the requirements for filament harvesting, the key structures and parameter ranges of the “∞”-shaped cam and cutting tools are established. …”
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Assessment of Child Immunization Coverage and Associated Factors with Full Vaccination among Children Aged 12–23 Months at Mizan Aman Town, Bench Maji Zone, Southwest Ethiopia by Asrat Meleko, Mesfin Geremew, Frehiwot Birhanu

“…Data was collected by using pretested structured questionnaire. A total of 322 mothers/caretakers were interviewed. …”
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