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 Spatial Structure of Regional Enterprises and Its Impact on Regional Economic Development Based on the Data Envelopment Analysis Model (DEA) by Lei Wang, Yuan He, Tongwen Wang

“…The time evolution, spatial divergence, and spatial association characteristics of the economic growth rate of the central urban agglomerations are measured, then the DEA model and entropy value method are used to calculate the economic growth efficiency and economic growth quality of the urban agglomerations, respectively, the time evolution characteristics and spatial pattern evolution characteristics of the economic growth efficiency and economic growth quality are analyzed, and finally, the coupled model of regional economic growth rate, efficiency, and quality is constructed. …”
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Experimental Study on Horizontal Pipeline Transportation Characteristics of Coarse Particle by Songye Lu, Yao Wang, Pan Jiang, Ting Xiong

“…Therefore, when the particle size of the dredged material increases or the concentration increases, the average flow rate of the mixture is appropriately increased to ensure that the flow pattern of the dredged material in the pipeline remains in a non-homogeneous suspended flow pattern, thereby improving the efficiency and stability of the transportation system. …”
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Flow and Mass Transfer Performance in Short Pin-Fin Channels with Different Fin Shapes by R. J. Goldstein, S. B. Chen

“…The performance of the pin-fin arrays is analyzed under two different constraints: the mass[heat transfer rate at fixed pumping power, and the mass/heat transfer area and pressure loss to fulfill fixed heat load at a fixed mass flow rate. …”
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Distribution of Pathogenic Bacteria and Drug Resistance in ICU of a Newly Built Hospital by Zeng H, Liu R, Cheng C, Yang N, Luo L, Long S, Zhou R, Yan K, Huang H

“…Drug sensitivity tests indicated a fluctuating resistance rate of Acinetobacter baumannii over the past five years. …”
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Thymidine kinase 1 expression in ovarian serous adenocarcinoma is superior to Ki-67: A new prognostic biomarker by Jianjun Wang, Qi Liu, Xiaodie Zhou, Yan He, Qing Guo, Qunli Shi, Staffan Eriksson, Ji Zhou, Ellen He, Sven Skog

“…Cancer is a disease with abnormally proliferating cells and therefore proliferation rate is an important index for assessing tumour growth. …”
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Antidepressant use in the Canary Islands (Spain): a retrospective study of provincial, island and municipal trends and associated factors by Alexis Oliva, Vanessa Moreno, Mariana Sapino, Sandra Dévora, Susana Abdala-Kuri

“…This provided total overall dispensation of AD and its rate of change for each island, as well as differences in dispensation at the island and municipal level.ResultsOver the study period, prescription rates increased steadily at all population levels, although the level of dispensing and the rate of variation varied between island and municipalities but no between provinces. …”
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Substituting photoautotrophic with heterotrophic Chlorella species for water quality regulation and microbial community modification in Litopenaeus vannamei pond culture by Chu-er Song, Zhen Meng, Bangyin Zhang, Lin Yang, Xiaoxuan Sun, Zheng Zhang, Xiaojin Song

“…The shrimp in the CP pond exhibited a weight gain rate and specific growth rate of approximately 157.32 ± 0.43 % and 3.11 ± 0.01 %, respectively, while those in the CV pond demonstrated rates around 159.53 ± 0.36 % and 3.15 ± 0.01 %, with no statistically significant differences observed between the two groups. …”
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Effectiveness and Safety of Korean Medicine in Treating Female Infertility: A Prospective Multicenter Observational Study by Jung HJ, Kim DI, Choi SJ, Park JK, Lee JM

“…Among the analyzed participants, the clinical pregnancy rate, ongoing pregnancy rate, and live birth rate were 20.8% (95% CI, 13.9– 30.0%), 70.0% (95% CI, 48.1– 85.5%), and 13.5% (95% CI, 8.1– 21.8%), respectively. …”
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DYNAMICS OF INCIDENCE WITH MYOCARDIAL INFARCTION IN THE POPULATION OF KUZBASS AND THE RUSSIAN FEDERATION FOR THE PERIOD 2011-2019 by Андрей Георгиевич Петров, Николай Владимирович Абрамов, Сергей Анатольевич Макаров, Сергей Николаевич Филимонов, Виктор Андреевич Семенихин, Наталья Степановна Черных

“…In 2014, the incidence rate decreased to 129.3 cases per 100 thousand population. …”
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Physical model test on the sealing mechanism and reinforcement effect of flowing water grouting for water-sand mixture inrush in the Cuihongshan iron-polymetallic mine by Baofu WU, Wanghua SUI, Guilei HAN, Longfei LIANG, Xinhai YAO, Jiaxin FENG, Xingshuo XU

“…The Z1 and Z2 stages presente a slow-fast-slow grouting rate pattern, whereas Z3 exhibited slow, uniform diffusion and filling, confirming the necessity of secondary borehole grouting. …”
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The Study of Three-Dimensional Granular Stream Flowing through the Test Hopper-Shaped Target by Chengwen Qiang, Weifeng Yang, Long Li, Fei Wang, Weiping Deng, Qiang Zhao, Cong Liu, Xueying Zhang

“…Variation of the flow rate with elevated frequency of the screw conveyor is further studied. …”
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Spatiotemporal Simulation of Tourist Town Growth Based on the Cellular Automata Model: The Case of Sanpo Town in Hebei Province by Jun Yang, Peng Xie, Jianchao Xi, Quansheng Ge, Xueming Li, Fanqiang Kong

“…Results showed that (1) average annual growth rate of the entire region was 1.5 Ha2 per year from 2005 to 2010, 4 Ha2 per year from 2010 to 2015, and 2.5 Ha2 per year from 2015 to 2020; (2) urban growth rate increased yearly, with regional differences, and had a high degree of correlation with the Euclidean distance of town center, traffic route, attractions, and other factors; (3) Gougezhuang, an important village center in the west of the town, demonstrated traffic advantages and increased growth rate since 2010; (4) Magezhuang village has the largest population in the region, so economic advantages have driven the development of rural urbanization. …”
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Evaluating the Physics of Outcrop‐To‐Outcrop Flow With Hydrothermal Flow Models by I. Kremin, Z. Guo, L. Rüpke

“…We have also investigated how different flow patterns, resulting from changes in these parameters, manifest themselves in seafloor observables such as flow rates, aquifer temperatures, and heat flow. …”
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COVID-19 Impact on Public Health in Bangladesh: A Comprehensive Analysis of Morbidity, Mortality and Future Scenarios by Mostafa Essam Ahmed Eissa

“… To analyze the temporal trends and patterns of COVID-19 cases and deaths in Bangladesh, to identify potential seasonal variations in COVID-19 morbidity and mortality, to visualize the relationship between new cases, new deaths, and time, to prioritize factors or periods based on case and death frequencies and to apply statistical process control charts to monitor the stability and identify significant variations in daily case and death rates. …”
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MULTIPLE ORGAN FAILURE IN PEDIATRIC CRITICAL CARE: ADVANCES IN PATHOPHYSIOLOGY AND PROGNOSIS by EVGENIYA O. Petrova, EVGENIY V. Grigoriev

“…Multiple organ failure is a leading cause of admission to the intensive care units, characterized by a high case fatality rate and significant financial costs. Here we review the mechanisms of multiple organ failure in pediatric patients (triggers, concomitant diseases, release of danger- and pathogen-associated molecular patterns, bacterial translocation, epithelial, endothelial, or mitochondrial dysfunction, and inadequate immune response) and recent diagnostic and prognostic scales.…”
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Detection of CTX-M-type ESBLs from Escherichia coli Clinical Isolates from a Tertiary Hospital, Malaysia by MKK et al.

“…The CTX-M type ESBL producing E. coli against antibiotics belonging to different families showed the highest resistance rates to Ampicillin (100%), Cefotaxime (97%), Cefuroxime (95%), and Ciprofoxacin (86%). …”
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Multiorgan tuberculosis by Đokić Milomir, Bojić Ivanko, Mikić Dragan, Mladenović Ljubiša, Begović Vesna, Kuprešanin Srđan, Mirović Veljko, Dimitrijević Jovan

“…Multiple extrapulmonary sites were reported rarely except for one anatomical site, which was reported frequently. Extrapulmonary rates increase with age, so there are marked differences in age in specific rate patterns among the sites. …”
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Vibration in a Multistage Centrifugal Pump under Varied Conditions by Ling Bai, Ling Zhou, Xiaoping Jiang, Qinglong Pang, Daoxing Ye

“…In this frame, it becomes really important to fully understand the vibration patterns of these kinds of complex machines. In this study, a vibration test bench was established to examine the vibration and stability of a cantilever multistage centrifugal pump under different flow rates. …”
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Phylogenetic Groups and Antimicrobial Resistance among Uropathogenic Escherichia coli Isolates from Hospitalized Patients in Tehran by Mana Talebi Farahani, Mohammad Karim Rahimi, Mehdi Goudarzi

“…Results: Studied isolates showed the highest susceptibility rates to MEM (95.7%), followed by TZP (90%). In contrast, resistance rates were found for AMP (100%), SXT (74%), and CIP (51.5%). …”
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