Automatic vibration fault detection of coal mine explosion-proof electrical equipment based on One-Class Support Vector Machine by ZHENG Tiehua, WANG Fei, ZHAO Gelan, DU Chunhui

“…Experimental results showed that: ① When the number of iterations is 20, the OCSVM algorithm can complete convergence and achieve stability. ② In the electrical equipment signal classification experiment based on OCSVM, the use of the polynomial kernel function accurately classified samples for detection. ③ In the performance analysis of automatic vibration fault detection, the proposed method showed significantly higher accuracy across different sample sizes than infrared thermography and detection methods based on grey wolf optimization and support vector machine. …”
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Assessing the conservation and targets of putative sRNAs in Streptococcus pneumoniae by Matthew C. Eichelman, Michelle M. Meyer

“…BLAST analysis indicates that the 58 sequences are highly conserved across the S. pneumoniae pangenome, and 25 are identified sporadically in other Streptococcus species. …”
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Augmentation index as a predictor of right ventricular dysfunction in coronary artery disease: a cross-sectional study by Arash Rahimi, Babak Geraiely, Hamed Vahidi, Mohammadreza Eftekhari, Ramyar Rahimi Darehbagh, Somayeh Mohammadi, Golrokh Ghaffari, Meysam Khoshavi

“…This association is evident across multiple echocardiographic parameters of RV systolic function and is independent of traditional cardiovascular risk factors, left ventricular systolic function, and the extent of coronary artery disease. …”
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Efficient Design Optimization Assisted by Sequential Surrogate Models by Emiliano Iuliano

“…Both Kriging and radial basis function network are used as surrogates with different training strategies. …”
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Report on Eight Unrecorded Species of Freshwater Oligochaetes in Korea by Jeounghee Lee

“…We identified nine species across six genera and two subfamilies from samples collected from various freshwater environments in Korea. …”
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Terrestrial Spatial Distribution and Summer Abundance of Antarctic Fur Seals (Arctocephalus gazella) Near Palmer Station, Antarctica, From Drone Surveys by Gregory D. Larsen, Megan A. Cimino, Julian Dale, Ari S. Friedlaender, Marissa A. Goerke, David W. Johnston

“…Using repeat animal counts and photogrammetric data products, we modeled fur seal abundance at survey sites over the period of observation, modeled habitat suitability based on fine‐scale topographic habitat characteristics, and estimated abundance across terrestrial habitats near Palmer Station as a function of these products. …”
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Range‐Wide Assessment of the Tasmanian Devil Gut Microbiome by Meadhbh M. Molloy, Elspeth A. McLennan, Samantha Fox, Katherine Belov, Carolyn J. Hogg

“…ABSTRACT The gut microbiome is an important component of host health and function and is influenced by internal and external factors such as host phylogeny, age, diet, and environment. …”
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Deep nested U-structure network with frequency attention for building semantic segmentation by Khaled Moghalles, Zaid Al-Huda, Dalal AL-Alimi, Yeong Hyeon Gu, Mugahed A. Al-antari

“…We have introduced a novel approach to address these issues: an end-to-end residual U-structure embedded within a U-Net, enhanced by a frequency attention module and a hybrid loss function. The novel residual U-structure is introduced to replace the encode-decode blocks of traditional U-Nets, and the hybrid loss function is utilized to guide segmentation for more complete and accurate segmentation masks. …”
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A Neutrosophic β-Generalized α-Closed and d-Ideal-Based Framework for Cross-Border Digital Marketing Optimization in Fashion E-Commerce by Nuo Chen

“…Together, these tools help marketers evaluate which international markets are most suitable for specific campaigns, even when data is incomplete or unclear. A new decision function, called the Neutrosophic βGα-d Marketing Function, is presented. …”
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Cognitive Reserve? Cognitive Capacity! by Kenneth R. Paap

“…In contrast, we propose a shift to a cognitive capacity (CC) framework, which views cognitive performance as being always determined by the brain’s structural and functional capacities, without needing to invoke expectations based on incomplete knowledge. …”
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Divergent neural circuits for proprioceptive and exteroceptive sensing of the Drosophila leg by Su-Yee J. Lee, Chris J. Dallmann, Andrew Cook, John C. Tuthill, Sweta Agrawal

“…Position- and movement-encoding FeCO neurons connect to local leg motor control circuits in the ventral nerve cord (VNC), indicating a proprioceptive function. In contrast, signals from the vibration-encoding FeCO neurons are integrated across legs and transmitted to mechanosensory regions in the brain, indicating an exteroceptive function. …”
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The nuclear exosome is active and important during budding yeast meiosis. by Stephen Frenk, David Oxley, Jonathan Houseley

“…Nuclear RNA degradation pathways are highly conserved across eukaryotes and play important roles in RNA quality control. …”
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Sensory Cortical Plasticity Participates in the Epigenetic Regulation of Robust Memory Formation by Mimi L. Phan, Kasia M. Bieszczad

“…Neuroplasticity remodels sensory cortex across the lifespan. A function of adult sensory cortical plasticity may be capturing available information during perception for memory formation. …”
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Liberating the open and distance learning model from the chains of oppressive education theories by Mackenzie Ishmael Chibambo, Joseph Jinja Divala, Aggripa Chingombe

“…This study argues that open and distance learning (ODL) continues to function as a platform for producing factory-like workers and white-collar laborers whose primary function is to serve the capitalist labor market. …”
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The neurochemistry of peripheral nerve regeneration by Andreea Benga, Fatih Zor, Ahmet Korkmaz, Bogdan Marinescu, Vijay Gorantla

“…Peripheral nerve injuries (PNIs) can be most disabling, resulting in the loss of sensitivity, motor function and autonomic control in the involved anatomical segment. …”
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The molecular basis for acetylhistidine synthesis by HisAT/NAT16 by Matti Myllykoski, Malin Lundekvam, Camilla Osberg, Solveig Siqveland Nilsen, Thomas Arnesen

“…Abstract Acetylhistidine has been detected in human blood, but its origin and function are not known. It is formed when the acetyl group of acetyl-CoA is transferred to the α-amino group of histidine. …”
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Evidence Linking Brain Activity Modulation to Age and to Deductive Training by P. Álvarez Merino, C. Requena, F. Salto

“…Consequently, bilaterality may be a marker of how the brain adapts to maintain cognitive function in demanding tasks in both age groups. However, the differential bilateral locations across age groups indicate that the tendency to brain modulation is determined by age.…”
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Advancements in thermochemical predictions: a multi-output thermodynamics-informed neural network approach by Raheel Hammad, Sownyak Mondal

“…Reflecting this trend, we have rigorously benchmarked our model across these scenarios, demonstrating its robustness and adaptability. …”
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Multitract percutaneous nephrolithotomy in staghorn calculus by Arvind P. Ganpule, M. Naveen Kumar Reddy, S.B. Sudharsan, Shaishav B. Shah, Ravindra B. Sabnis, Mahesh R. Desai

“…An untreated staghorn calculus over time can damage the kidney and deteriorate its function and/or cause life threatening sepsis. Total stone clearance is an important goal in order to eradicate any infective focus, relieve obstruction, prevent recurrence and preserve the kidney function. …”
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Structure of the turnover-ready state of an ancestral respiratory complex I by Bozhidar S. Ivanov, Hannah R. Bridges, Owen D. Jarman, Judy Hirst

“…Despite detailed structural information on complex I, its mechanism of catalysis remains elusive due to lack of accompanying functional data for comprehensive structure-function analyses. …”
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