EXPLORING TRANSFER LEARNING AND CONVOLUTIONAL AUTOENCODER FOR EFFECTIVE KITCHEN UTENSILS CLASSIFICATION by Hashim Rosli, Rozniza Ali, Muhamad Suzuri Hitam, Ashanira Mat Deris, Noor Hafhizah Abd Rahim

“…Models including ResNet50, DenseNet121, and their autoencoder variants were evaluated using precision, recall, accuracy, Structural Similarity Index Measure (SSIM), and Peak Signal-to-Noise Ratio (PSNR). …”

Pears Internal Quality Inspection Based on X-Ray Imaging and Multi-Criteria Decision Fusion Model by Zeqing Yang, Jiahui Zhang, Zhimeng Li, Ning Hu, Zhengpan Qi

“…This approach effectively reduced misclassification caused by structural similarities in X-ray images. The study confirms the efficacy of X-ray imaging coupled with multi-classifier fusion for accurate and non-destructive internal quality evaluation of pears, offering practical value for fruit grading and post-harvest management in the pear industry.…”
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Sleep features in menopausal women (literature review) by I. M. Madaeva, N. V. Semenova, V. A. Astafyev, E. B. Druzhinina, A. V. Labygina

“…Age-related changes in the structural organization of sleep are shown with a deficiency of sex steroids, also and in the gender aspect. …”
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Discrete Immolative Guanidinium Transporters deliver mRNA to specific organs and red blood cells by Zhijian Li, Aloysius Ee, Laura Amaya, Jennifer L. Hamad, Pavan K. Yadav, Sean K. Wang, Howard Y. Chang, Paul A. Wender

“…Systematic evaluation of structural variations and formulations have led to DIGIT/mRNA complexes that selectively target lung, spleen, and immature red blood cells in peripheral blood in female mice model. …”
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Newly isolated terpenoids (covering 2019–2024) from Aspergillus species and their potential for the discovery of novel antimicrobials by Olusesan Ojo, Idris Njanje, Dele Abdissa, Tarryn Swart, Roxanne L. Higgitt, Rosemary A. Dorrington

“…We further focus on the strategies through which the structural framework of these new terpenoids could be modified and/or optimized to feed a pipeline of new lead compounds targeting microbial pathogens. …”
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Dynamic Response of Rub Caused by a Shedding Annular Component Happening in a Steam Turbine by J. M. Chen, D. X. Jiang, N. F. Wang, S. P. An

“…To identify the fault in time, the dynamic response of rub caused by a shedding annular component was studied as follows: (I) a rotor-bearing model was established based on the structural features of certain steam turbines; node-to-node contact constraint and penalty method were utilized to analyze the impact and friction; (II) dynamic response of the rotor-bearing system and the shedding component was simulated with the development of rub after the component was dropping; (III) fault features were extracted from the vibration near the bearing position by time-domain and frequency-domain analysis. …”
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Isolation of kinetically-stabilised diarylchalcogenide radical cations by Pascal Komorr, Corina Stoian, Aleksa Radović, Björn A. Meyer, Pim Puylaert, George E. Cutsail III, Emanuel Hupf, Jens Beckmann

“…Here we report on the single-electron oxidation of diarylchalcogenides MSFluindPhE (E = S, Se, Te; MSFluind = dispiro[fluorene-9,3’-(1’,1’,7’,7’-tetramethyl-s-hydrindacen-4’-yl)-5’,9”-fluorene]) using XeF2 in the presence of K[B(C6F5)4], which afforded deeply coloured and isolable radical cation salts [MSFluindPhE][B(C6F5)4] (E = S, Se, Te). Structural and electronic properties were characterised by electron paramagnetic spectroscopy, cyclic voltammetry, optical absorption spectroscopy and single crystal X-ray diffraction (E = Se, Te), combined with extensive quantum mechanical computations.…”
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Selection of an Optimum Anchoring Method of Composite Rock Stratum Based on Anchor Bolt Support Prestress Field by Yiqun Zhou, Jianwei Yang, Chenyang Zhang, Dingyi Li, Bin Hu

“…Considered from the point of view of stress diffusion, the effect of prestress diffusion of end anchorage bolts is better than that of lengthening anchorage; at the same time, the anchorage section should be preferentially arranged in hard rock, and the area of anchorage section near the free section should avoid the structural plane of surrounding rock. In conclusion, an industrial test was carried out under the conditions of a deep composite roof of the 2# coal seam in Qinyuan Mining Area, which determined a reasonable anchoring method and position of the composite roof under different conditions and achieved good results.…”
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Single-domain antibodies directed against hemagglutinin and neuraminidase protect against influenza B viruses by Arne Matthys, Jan Felix, Joao Paulo Portela Catani, Kenny Roose, Wim Nerinckx, Benthe Van Buyten, Daria Fijalkowska, Nico Callewaert, Savvas N. Savvides, Xavier Saelens

“…Here we report influenza B virus neutralizing single-domain antibodies that target highly conserved regions of the hemagglutinin and neuraminidase. Structural studies by single particle electron cryo-microscopy (cryo-EM) revealed that one of these single-domain antibodies prevents the conformational transition of the viral hemagglutinin to the post-fusion state by targeting a quaternary epitope spanning two protomers in the hemagglutinin-stem region. …”
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Prediction of Soil Liquefaction Using a Multi-Algorithm Technique: Stacking Ensemble Techniques and Bayesian Optimization by Long Tsang, Mahdi Akbari, Pouyan Fakharian

“…Therefore, it is essential, especially in the context of civil and structural project planning, to have the capacity to precisely predict soil liquefaction potential. …”
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The Effect of Attitude and Acceptability of Robot Use in Restaurants on Behavioral Intention by Ahmet Erdem, Mahmut Barakazı, Ferhat Şeker

“…Relationships were tested with the path analysis created within the scope of structural equation modelling. The acceptability of robot use in restaurants by customers has a significant positive effect on behavioral intention, and this variable has the greatest effect on behavioral intention. …”
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Predicting Sudden Stratospheric Warmings Using Video Prediction Methods by Yuhao Du, Jiankai Zhang, Xinyuan Cheng, Yixiong Lu, Douwang Li, Wenshou Tian

“…The results indicate that our model outperforms these models across various evaluation metrics, compare with ensemble prediction results GMRNN's Structural Similarity increased by approximately 11.2%, and the Anomaly Correlation Coefficient increased by approximately 9.5%. …”
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The role of environmental sustainability as a mediator in the relationship between green accounting and corporate performance in Jordan by Yaser Al Frijat, Mohammad Altawalbeh, Mohammad Al-Hajaia

“…Smart PLS 4 was employed to analyze sample responses. The structural modeling findings demonstrate a positive association between green accounting and environmental sustainability with a p-value of 0.000, which is significant at the 0.05 level. …”
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Performance Evaluation of Image Super-Resolution for Cavity Detection in Irradiated Materials by John Olamofe, Lijun Qian, Kevin G. Field

“…Radiation-induced swelling in structural materials is a significant challenge for the safe operation of nuclear power plants. …”
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Body Dissatisfaction and Eating Disorder Symptoms in Iranian Women Aspiring Fashion: The Mediating Role of Anxiety by Mandana Niknam, Niusha Nikjou, Payman Aminayi

“…Pearson correlation test and structural equation modeling technique were used to analyze the data. …”
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Cleaning talc samples from iron-containing minerals by Normurodov Azizbek, Badalov Feruz, Asabayev Dilshod, Botirov Mirmukhsin, Jabborov Ergash, Khujamov Umidjon

“…In studying the material composition of talc ore samples, a comprehensive range of chemical, spectral, optical-emission spectral, granulometric, X-ray structural-phase, physic-mechanical, and mineralogical analyses were conducted. …”
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A retrospective analysis of endoscopic septoplasty by Amarnath SB, Sushma SG, Kuppam RD, Guthi VR

“…Introduction: Septal deviation is a frequently found structural deformity causing nasal obstruction, headache, postnasal drip and snoring etc. …”
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Mapping Territorial Disparities in Artificial Intelligence Adoption Across Local Public Administrations: Multilevel Evidence from Germany by Loredana Maria Clim (Moga), Mariana Man, Ionica Oncioiu

“…In the simulations, local administration profiles were differentiated according to factors such as IT staff (with a weight of 30%), the degree of urbanization (25%), and participation in digital networks (20%), reflecting significant structural variations between regions. The analysis model used is a multilevel one, which highlights the combined influences of local and regional factors. …”
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Experimental Study on Fire-Resistance Performance Depending on the Applied Volume of Firestop Material in Metallic and Nonmetallic Penetration Systems by Hong-Beom Choi, A-Yeong Jeong, Jin-O Park, Seung-Yong Hyun, Hyung-Do Lee

“…In contrast, metallic pipes retained structural integrity and acted as direct heat-transfer paths; fire-resistance performance was more strongly influenced by penetrant diameter and cross-sectional area than by opening size. …”
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APT Detection via Hypergraph Attention Network with Community-Based Behavioral Mining by Qijie Song, Tieming Chen, Tiantian Zhu, Mingqi Lv, Xuebo Qiu, Zhiling Zhu

“…By integrating hypergraph structural semantics with nodes and hyperedge dual attention mechanisms, our framework achieves robust APT detection by modeling complex behavioral dependencies. …”
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