Nonlinear Structural Fusion for Multiplex Network by Nianwen Ning, Feiyu Long, Chunchun Wang, Youjie Zhang, Yilin Yang, Bin Wu

“…The usage of higher-order proximity in EIF alleviates the dependence on the quality of node embedding. Besides, the fused network can be easily exploited by traditional single-layer network analysis methods. …”
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Exploring the process—structure–property relationship of nylon aramid 3D printed composites and parameter optimization using supervised machine learning techniques by Mohammed Raffic Noor Mohamed, Ganesh Babu Karuppiah, Dharani Kumar Selvan, Rajasekaran Saminathan, Shubham Sharma, Shashi Prakash Dwivedi, Sandeep Kumar, Mohamed Abbas, Dražan Kozak, Jasmina Lozanovic

“…The main goals of this research are to identify the significant input parameters using supervised machine learning methods and investigate the relationship between the process, structure, and properties of components created using fused deposition modeling utilizing nylon aramid composite filaments. …”
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PGTransNet: a physics-guided transformer network for 3D ocean temperature and salinity predicting in tropical Pacific by Song Wu, Senliang Bao, Wei Dong, Senzhang Wang, Xiaojiang Zhang, Chengcheng Shao, Junxing Zhu, Xiaoyong Li

“…However, most of them take no consideration of natural physical laws that may cause issues of physical inconsistency among different variables. …”
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Evaluation of CBCT reconstructed tooth models at different thresholds and voxels and their accuracy in fusion with IOS data: an in vitro validation study by Yusong Zhang, Yixin Liu, Tianqi Liu, Jiahao Zhang, Peiying Lin, Dongxu Liu

“…Abstract Background This study aims to evaluate the impact of different thresholds and voxel sizes on the accuracy of Cone-beam computed tomography (CBCT) tooth reconstruction and to assess the accuracy of fused CBCT and intraoral scanning (IOS) tooth models using curvature continuity algorithms under varying thresholds and voxel conditions. …”
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Coactivation of Tie2 and Wnt signaling using an antibody–R-spondin fusion potentiates therapeutic angiogenesis and vessel stabilization in hindlimb ischemia by Byungtae Hwang, Min-Young Jeon, Ju-Hong Jang, Young-Lai Cho, Dong Gwang Lee, Jeong-Ki Min, Jangwook Lee, Jong-Gil Park, Ji-Hun Noh, Wonjun Yang, Nam-Kyung Lee

“…We generated a bifunctional T11–RF12 by fusing T11 with the Furin-1 and −2 domains of RSPO3. …”
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Mapping of Minimal Motifs of B-Cell Epitopes on Human Zona Pellucida Glycoprotein-3 by Wan-Xiang Xu, Ya-Ping He, Jian Wang, Hai-Ping Tang, Hui-Juan Shi, Xiao-Xi Sun, Chao-Neng Ji, Shao-Hua Gu, Yi Xie

“…In this study, based on known results of mapping marmoset and bonnet monkey ZP3 (mstZP3 and bmZP3), two predictable epitopes23–30  and  301–320 on hZP3 were first confirmed and five minimal motifs within four epitopes on hZP3 were defined using serum to recombinant hZP3a22–176 or hZP3b177–348 as well as a biosynthetic peptide strategy. …”
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A Structurally Flexible Occupancy Network for 3-D Target Reconstruction Using 2-D SAR Images by Lingjuan Yu, Jianlong Liu, Miaomiao Liang, Xiangchun Yu, Xiaochun Xie, Hui Bi, Wen Hong

“…The basic network is trained in the first stage using one azimuthal SAR image as the input. In the second stage, the basic network trained in the first stage is fixed, and only the pluggable module is trained using multiple azimuthal SAR images as the input. …”
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Deep Ensemble Learning for Human Action Recognition in Still Images by Xiangchun Yu, Zhe Zhang, Lei Wu, Wei Pang, Hechang Chen, Zhezhou Yu, Bin Li

“…More importantly, the model complexity can be reduced by lessening the number of trainable parameters, thereby effectively mitigating overfitting issues of the model in small datasets to some extent. …”
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First-line combination therapy of immunotherapy plus anti-angiogenic drug for thoracic SMARCA4-deficient undifferentiated tumors in AIDS: a case report and review of the literature by Xiaoling Wei, Xiangju Xing, Wei Yao, Changzheng Wang, Yajie Xiao, Xianzhi Du

“…These tumors are generally resistant to conventional cytotoxic chemotherapy, thereby limiting the availability of effective treatment options.Case presentationWe describe a 69-year-old AIDS patient who initially presented with a fused, enlarged lymph node on the right clavicle and mild, unexplained pain under the right axilla that worsened with severe coughing episodes. …”
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Characterizing PM2.5 Secondary Aerosols via a Fusion Strategy of Two-stage Positive Matrix Factorization and Robust Regression by Chun-Sheng Huang, Ho-Tang Liao, Chia-Yang Chen, Li-Hao Young, Ta-Chih Hsiao, Tsung-I Chou, Jyun-Min Chang, Kuan-Lin Lai, Chang-Fu Wu

“…Abstract Positive Matrix Factorization (PMF) is a commonly used receptor model for source apportionment of PM2.5. …”
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Integration of flexible corporate demographic policy tools into the personnel management system by Natalya V. Tonkikh, Marina V. Chudinovskikh, Svetlana V. Begicheva

“…The standard methods of structured personal interviews, frequency analysis with equality of proportions hypothesis test using a chi-square statistic, and comparison of mean values based on the Kruskal Wallis test were applied. …”
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Studying strategic behaviour of small industrial enterprises in the context of the organizational and industry life cycle concepts by Elena D. Vaisman, Irina S. Pylaeva, Maria V. Podshivalov

“…This paradox additionally proves the validity of our idea of the intuitively strategic behaviour of small businesses. Our findings contribute to the development of the SME life cycle theory and strategic management, can be used to adjust industry policy and government support measures, and can also be of interest to managers of small enterprises.…”
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Models of technological development: The influence of investment structure by Vilhelmina V. Glazunova, Oleg S. Sukharev

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Digital technologies in territorial development: Opportunities and challenges of application in state and municipal administration by Ivan A. Antipin, Natalya Yu. Vlasova, Elena A. Shishkina

“…The paper delves into theoretical, methodological and practical aspects of the use of digital technologies in territorial development and looks at oppor tunities for their application in state and municipal administration. …”
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The predictive value of radiomics and deep learning for synchronous distant metastasis in clear cell renal cell carcinoma by Wan-Bin He, Chuan Zhou, Zhi-Jun Yang, Yun-Feng Zhang, Wen-Bo Zhang, Han He, Jia Wang, Feng-Hai Zhou

“…The results of the best machine learning model were then fused with those of the deep learning model to create a combined model. …”
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Caracterização morfométrica de árvores solitárias de Bertholletia excelsa H.B.K. no sudeste de Roraima by Luiz Fernandes Silva Dionisio, Tiago Monteiro Condé, Jefferson Peixoto Gomes, Walmer Bruno Rocha Martins, Manoela Torres da Silva, Marcos Wanderley da Silva

“…Foram avaliadas as seguintes variáveis morfométricas: diâmetro à altura do peito, tomado a 1,30 m a partir do nível do solo; altura total (ht), altura comercial do fuste (hc), diâmetro de copa (dc), comprimento de copa (cc), proporção de copa (pc), área de copa (ac), grau de esbeltez (ge), índice de saliência (is), índice de abrangência (ia) e formal de copa (fc). …”
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Constitutive activation of the Src-family kinases Fgr and Hck enhances the tumor burden of acute myeloid leukemia cells in immunocompromised mice by Sherry T. Shu, Li Chen, Giancarlo Gonzalez-Areizaga, Thomas E. Smithgall

“…The human TF-1 erythroleukemia cell line was used as a model system as it does not express endogenous Hck or Fgr. …”
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DMPNet: dual-path and multi-scale pansharpening network by Gurpreet Kaur, Manisha Malhotra, Dilbag Singh, Dilbag Singh, Sunita Singhal

“…Finally, to achieve optimal spatial and spectral reconstruction, the IRM decomposes the fused features into low- and high-frequency components using discrete wavelet transform (DWT).ResultsThe proposed DMPNet outperforms competitive models in terms of ERGAS, SCC (WR), SCC (NR), PSNR, Q, QNR, and JQM by approximately 1.24%, 1.18%, 1.37%, 1.42%, 1.26%, 1.31%, and 1.23%, respectively.DiscussionExtensive experimental results and evaluations reveal that the DMPNet is more efficient and robust than competing pansharpening models.…”
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Respuesta del cultivo de banano a diferentes proporciones de microorganismos y biochar en dos texturas de suelo by Joseph Mark Reyes Pallazhco, Paul Leon Cabrera, Salomon Barrezueta Unda

“…El uso indiscriminado de químicos ha motivado a la realización de esta investigación. …”
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ABOUT THE MORPHOLOGY OF BUD SCALES AND CATAPHYLLS OF ULMUS GLABRA HUDS. (ULMACEAE) by I. S. Antonova, A. S. Popova

“…Almost completely suberized  external scales represented a thickly grown leaf base fused with  poorly developed stipules. The scales from the first to the fourth did  not grow at all when the bud was unfolding. …”
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