Regional Demographic History of Shaanxi Province from the Founding of the People’s Republic of China to the Beginning of the Cultural Revolution (1949–1966) by Svetlana B. Makeeva

“…The author considers positive demographic changes in the province, among which are increased birth rates and decreased mortality rates, growth of population in general, and an influx of internal migrants from other Chinese regions into the province. …”
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Function Delivery Network: A Spatial-Temporal Execution Orchestrator for Optimizing Serverless Computing by Joel R. Corporan, Arshdeep Bahga, Vijay K. Madisetti

“…Our results demonstrate significant improvements in resource utilization, execution time, and request completion rates. The FDN reduces function instance allocation by up to 97.82%, improves median response times by 45.45%, and maintains higher request completion rates at high concurrency levels compared to native FaaS execution. …”
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Antibiotic resistance of biofilm-forming bacteria causing urinary tract infections: A systematic review by Abigail Anne Ferrer, Samson Decasa, Juliana Carlidy Elauria, Jalen Rose Esguerra, Earl Adriane Cano, Angela Nole Shayenne Coderos, Denise Alexandra Cruz, Den Marc Exala

“…Furthermore, biofilm formation rates ranged from 36.5% to 100%, with a median prevalence of 75.5%. …”
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IMPLEMENTATION OF BACKPROPAGATION AND HYBRID ARIMA-NN METHODS IN PREDICTING ACCURACY LEVELS OF RAINFALL IN MAKASSAR CITY by Hisyam Ihsan, Irwan Irwan, Andi Illa Erviani Nensi

“…The results showed that the Backpropagation method excelled with an RMSE value of 137.320 or 0.1149, indicating high accuracy in forecasting changes in seasonal trends and patterns. Hybrid ARIMA-NN gives good results with RMSE 145.834, as residues contain better nonlinearity compared to ARIMA models (4,0,1), although it shows a slightly higher error rate compared to Backpropagation.…”
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Analysis of the deformation of the elastic coating of the roll by Khurramov Shavkat, Abrorov Akbar, Xalmamatova Lola, Atadjanova Sayyora, Dalakyan Janna

“…Engineering formulas for calculating the rates of compression deformation (restoration) of the coating to the corresponding material velocity are obtained. …”
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Cross-correlation-based signal pruning method (CCSPM) for effective signal distortion reduction in massive MIMO communications by M. Kasiselvanathan, SatheeshKumar Palanisamy, N. Sathishkumar, K. B. Gurumoorthy, Tagrid Abdullah N. Alshalali, S. Lakshmi Narayanan

“…In the signal vector representation, the conventional signal is pruned for its maximum distortion rate post the correlation. The vector representation is recurrent until the least possible distortion rate is observed. …”
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An Integrated Framework for Infectious Disease Control Using Mathematical Modeling and Deep Learning by Mohammed Salman, Pradeep Kumar Das, Sanjay Kumar Mohanty

“…Unlike the existing model, emphasis is given to suggesting a model that is capable of investigating stability while considering the effect of vaccination and migration rate. Next, the influence of vaccination on the rate of infection is effectively predicted using an efficient deep learning model by employing the long-term dependencies in sequential data. …”
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Influence of a cloudy fuzzy environment for deteriorating products with ramp-type demand under a supply chain management by Surendra Vikram Singh Padiyar, Ummeferva Zaidi, Amit Kumar, Mitali Sarkar, Biswajit Sarkar, Rekha Guchhait

“…To ensure the minimum cost of the supply chain, two different types of deteriorating rates are tested in this study: crisp deterioration rate and uncertain deterioration rate. …”
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Trends in United States mortality among patients with atrial fibrillation/flutter related heart failure (1999–2024): disparities by gender, race/ethnicity and region by Suraksha Rani, Laksh Kumar, Sheikh Muhammad Ebtehaj Ali, Saad Ashraf, Sunaina Bhimani, Sumet Kumar, Adarsh Raja, Abdullah BS, Biruk Demisse Ayalew, Mohammad Hamza Bin Abdul Malik

“…The age-adjusted mortality rate (AAMR) rose significantly from 8.2 to 24.3 per 100,000 population. …”
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The Prevalence of Anatomical Variations of the Median Nerve in the Carpal Tunnel: A Systematic Review and Meta-Analysis. by Brandon Michael Henry, Helena Zwinczewska, Joyeeta Roy, Jens Vikse, Piravin Kumar Ramakrishnan, Jerzy A Walocha, Krzysztof A Tomaszewski

“…Our aim was to determine the prevalence rates of anatomical variations of the MN in the carpal tunnel and the most common course patterns and variations in its thenar motor branch (TMB).…”
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Prognostic Indicators and Comparative Treatment Outcomes in High-Risk Thyroid Cancer with Laryngotracheal Invasion by Eman A. Toraih, Jessan A. Jishu, Mohammad H. Hussein, Aly A. M. Shaalan, Manal S. Fawzy, Emad Kandil

“…Tracheal and laryngeal invasion rates declined from 3.7%–0.7% and 1.5%–0.6%, respectively, from 2000 to 2015. …”
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Intelligent anti-jamming communication technology with electromagnetic spectrum feature cognition. by Hui Zhao, Guobin Zhao, Xichun Wang, Zhonghui Zhang, Xianchao Xun

“…Experiments show that the proposed model achieves an accuracy rate of 95.23% in identifying interference signals and an anti-interference accuracy rate of 85.47%, significantly outperforming random forest and deep Q-network models. …”
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Spatiotemporal dynamics and influencing factors of soil heterotrophic respiration in northeast China. by Dan Liu, Cheng Long Yu, Rui Feng, Shi Ping Yin

“…And it had a significant increasing trend at the rate of 5.75 × 108 kg/year. (2) From the spatial differentiation and spatial clustering pattern, Rh was dominated by a northeast-southwest direction, its spatial distribution center was close to the northeast geographical center, and it had no obvious contraction or expansion trend on the whole. (3) In the northern and northeastern regions of the study area, vegetation cover directly influences local soil respiration rates. …”
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Development of an autoregressive neural network model for predicting accidents in the Khabarovsk Territory by E. V. Shokhirev, P. P. Volodkin, V. A. Lazarev, A. V. Konstantinov

“…Scientific novelty in the form of development of autoregressive neural network model of accident rate forecasting to identify dependencies and patterns of data, which can improve the quality of accident rate forecasting, considering also the possibility of processing a large amount of data with information about the factors affecting the accident rate. …”
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Molecular epidemiology of <i>Pseudomonas aeruginosa</i> in intensive care units by Demet Timur, Mustafa Ömür Parkan, Esma Gündüz Kaya

“…Results: the resistance rates of the strains for amikacin, gentamicin, ciprofloxacin, levofloxacin, ceftazidime, cefepime, imipenem, meropenem, colistin were 2.7%,18.7%, 38.7%, 22.7%, 16%, 5.3%, 64%, 60%, and 2.7% respectively. …”
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A dynamic early warning model based on LSTM-AM for property-based elderly care resource shortages in urban-rural integrated counties in China by Qingheng Sun

“…Results show that, taking Xuchang City, Henan Province as an example, by integrating multi-source time-series data such as county-level population aging rates, property-based elderly care service coverage rates, community facility maintenance data, and resident demand feedback, the model’s prediction error (MAE ≤ 0. 12, RMSE ≤ 0. 18) was reduced by 35% compared to traditional methods, and the warning accuracy (F1-score = 0. 89) was significantly superior to traditional models. …”
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The thermal stress response of Aedes aegypti and Aedes albopictus when exposed to rapid temperature changes by Hunter O. Covey, Randall Wilson, Yaizeth Gurrola-Mares, Joseph R. McMillan, Corey L. Brelsfoard

“…Respiration rates as a measure of thermal stress varied with rearing conditions and exposure temperatures, with notable declines observed as exposure temperatures increased. …”
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Colorectal Cancer: A Total Provincial Experience with Survival Analysis by B.H. Weinerman, K.B. Orr

“…However, a continuing relapse rate was seen in all patients with any type of infiltrating disease (B1 and B2 There appeared to be continuing relapse patterns in all those groups to at least 96 months. …”
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Aggression in autism spectrum disorder: presentation and treatment options by Fitzpatrick S, Srivorakiat L, Wink L, Pedapati E, Erickson C

“…Sarah E Fitzpatrick, Laura Srivorakiat, Logan K Wink, Ernest V Pedapati, Craig A Erickson Cincinnati Children&amp;rsquo;s Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, OH, USA Abstract: Autism spectrum disorder (ASD) is a neurodevelopmental disorder characterized by persistent difficulties in social communication and social interaction, coupled with restricted, repetitive patterns of behavior or interest. Research indicates that aggression rates may be higher in individuals with ASD compared to those with other developmental disabilities. …”
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Brain Tumor Classification of Medical Images based on Transfer Pre-trained Learning Models by Mohamed H Ghaleb Abdkhaleq Abdkhaleq, Ibraheem Al-Jadir, Loay George, Yuri Yuryevich Gromov, Eliseev Aleksey Igorevich

“…Medical professionals can rapidly and reliably diagnosing brain tumors from medical imaging via this technique. he results demonstrate that the AlexNet model showed a remarkable performance, with an accuracy rate of 95.60% and high sensitivity and specificity rates. …”
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