Developing a novel layer network structure for a LSTM model to predict mean monthly river streamflow by Amin Gharehbaghi, Redvan Ghasemlounia, Shahaboddin Daneshvar, Farshad Ahmadi

“…Generally, in all models, in the equal NHN, rising P-rate value reduces convergence time.…”
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DETERMINATION OF THE OPTIMAL SOLAR PANEL TILT ANGLE FOR BAKU AND NAKHCHIVAN by ISLAMOV S., ONAY O.

“…When the obtained values are analysed, the difference between 4.25% (Baku) and 5.6% (Nakhchivan) occurs in PV systems with variable tilt angle 12 times a year (every month) compared to fixed angle systems. …”
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Machine learning based assessment of hoarseness severity: a multi-sensor approach centered on high-speed videoendoscopy by Tobias Schraut, Anne Schützenberger, Tomás Arias-Vergara, Melda Kunduk, Matthias Echternach, Stephan Dürr, Julia Werz, Michael Döllinger

“…While practical challenges remain, the integration of these modalities led to notable improvements, supporting their complementary value in enhancing diagnostic accuracy. Future advancements could include flexible nasal endoscopy to enable more natural phonation and refinement of glottal parameter extraction to improve model robustness under variable recording conditions.…”
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Construction of a diagnostic model for chronic mountain sickness among young male migrants to high-altitude areas by ZHANG Quan, CHEN Jian, LIU Bao

“…These two analyses together confirmed the clinical application value of the model. Conclusion‍　‍CK-MB/CK， high-altitude residence time and BMI are independent risk factors for CMS， and their diagnostic model helps identify potential individuals at risk for CMS. …”
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Development of Women Resilience in the Workplace: A Solution to Break the Glass Ceiling by Farajallah Rahimi, Maral Ahmadi Arpanahi

“…To calculate convergent and divergent validity, we must calculate the values ​​of average variance extracted (AVE) and average squared common variance (ASV).Therefore, for convergent validity, the AVE value of the variables should be greater than 0.5, and for divergent validity, the AVE value of the variables should be greater than their ASV (Rahimi, 2017), which according to Table 1, the AVE value of each of the variables is greater than 0.5 and the AVE value is greater than It is from ASV that it can be said that measurement tools have construct validity. …”
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Development of a prognostic risk stratification model for HER2-positive breast cancer brain metastasis and its implications in guiding treatment decisions by Jiaxin Chen, Yuan Sh, Danfeng Dong, Huicui Yan, Huiqiang Zhang, Zisheng Wu, Jinmei Zhou, Xuexue Wu, Fei Chu, Zefei Jiang, Shanhu Li, Jin Yang, Ling Xu, Tao Wang

“…A prognostic model was developed using recursive variable selection, starting with significant variables from univariate analysis and refining them through a recursive loop in multivariate Cox regression. …”
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Association between frailty index based on laboratory tests and all‐cause mortality in critically ill patients with heart failure by Sutong Wang, Lin Wang, Yongcheng Wang, Shuli Zong, Hesong Fan, Yuehua Jiang, Xiao Li

“…The active use of FI‐lab to identify high‐risk groups among critically ill HF patients and initiate timely interventions may have significant value in improving the prognosis of critically ill patients with HF.…”
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A new hybrid distance and similarity based scenario reduction approach for stochastic economic operation of microgrid by Gaurav Gangil, Amit Saraswat, Sunil Kumar Goyal

“…This paper attempts to develop a multi-time period stochastic optimization model for economic operations of a typical microgrid by employing a scenario-based analysis approach to exploit various uncertainties associated with variable renewable energy (VRE) generations, electricity prices, and load demand. …”
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Design of Hall power supply based on full bridge half bridge switching digital LLC resonant converter by Xu Tinghao, Wang Shaoning, Liu Aohui

“…By establishing a fundamental model of LLC resonant converter, analyzing the characteristic curves of frequency and gain, selecting the values of K and Q, variable frequency control output voltage is achieved, and a low peak full bridge half bridge switching mode based on simultaneous frequency conversion and variable duty cycle is designed. …”
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A comparison Between Principal Component Regression and Partial Least Squares Regression Methods with application in The Kirkuk Cement by Thafer Ramathan Muttar AL-Badrany, Takwa Abdulsalam Taha AL-Mola

“…Through the Statistical Analysis, Orphan Conduction to The PLS Method it has Succeeded in Establishing the Optimal Regression Model for all Depended Variables, Besides Superiority This Method Whence Ability on the Prediction for Futuristic Values Apiece Dependent Variables and Also Whence Dimension Reduction. …”
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Successful Termination of Insulin Therapy in Transient Neonatal Diabetes Mellitus by Risa Sakai, Nobuyuki Kikuchi, Daisuke Nishi, Haruko Horiguchi

“…Although almost all 6q24-related NDM cases are transient, no evidence exists for the appropriate timing of insulin discontinuation. Retrospective continuous glucose monitoring (CGM) analysis showed improved standard deviation (SD) values as well as improved blood glucose variability. …”
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CTJ: Input-Output Based Relation Combinatorial Testing Strategy Using Jaya Algorithm by Mohammed Issam Younis, Abdul Rahman A. Alsewari, Ng Yeong Khang, Kamal Z. Zamli

“…Combinatorial testing offers an alternative to exhaustive testing via considering the interaction of input values for every t-way combination between parameters. …”
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Spatiotemporal Distribution Characteristics and Influencing Factors of Negative Air Ion (NAI) Concentrations in Yunnan by Xiaodong Dou, Shengfang Hou, Yinghua Shen, Qiyang Peng, Huajun Liu, Qi Yi, Yujie Liu

“…Abstract Negative air ions (NAIs) can directly reflect air quality, promote human physical and mental health, and possess significant ecological and practical value. To comprehensively investigate the spatiotemporal variation characteristics and influencing factors of negative air ion (NAI) concentrations in Yunnan Province, based on one year of NAI concentration data from 88 automated monitoring stations across Yunnan, combined with meteorological data, pollutant levels (PM2.5, SO2, NO2), vegetation coverage (NDVI), and topographic data, this paper clarified for the first time the temporal variation characteristics of NAI concentration in Yunnan Province and its influencing factors. …”
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CGF with Bio-Oss collagen as grafting materials for simultaneous implant placement after osteotome sinus floor elevation: a prospective study by Bashar Shahood, Seba Harphoush, Belal O. M. Muhaisen, Jing Qiu

“…The Implants Survival Rate (ISR) was the primary outcome variable. Secondary outcome variables included radiographic measurements assessed at four follow-up time points, the Implant Stability Quotient (ISQ), and bone density (B). …”
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A regional space weather hazard variation index utilising Swarm FAST data by Orr Lauren, Beggan Ciarán, Brown William

“…From the binned magnetic variances, we can determine thresholds for exceedance e.g. at the 99th percentile in each grid cell. If the value of the magnetic variation computed from Swarm FAST data, using the same method, exceeds the pre-determined thresholds within the bin, this indicates a highly variable magnetic field in the region, implying a localized increase in space weather hazard risk in regions without ground observatories. …”
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Quantitative Ultrasonic Testing and Evaluation of Laser Welds for Stainless Steel Carbody of Rail Transit Vehicles by ZHOU Guanghao, LI Bing, DU Yuxin, CHANG Xiaoyu, GAO Zhongliang, KANG Liqi, GAO Ya

“…The semi-attenuation method and frequency domain analysis method are used to obtain the simulated values of the fusion width, which are then compared with actual values, followed by the error statistical analysis. …”
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Carcass and Meat Quality Characteristics and Changes of Lean and Fat Pigs After the Growth Turning Point by Tianci Liao, Mailin Gan, Yan Zhu, Yuhang Lei, Yiting Yang, Qianli Zheng, Lili Niu, Ye Zhao, Lei Chen, Yuanyuan Wu, Lixin Zhou, Jia Xue, Xiaofeng Zhou, Yan Wang, Linyuan Shen, Li Zhu

“…These findings provide valuable insights for enhancing pork quality through precision management and offer theoretical guidance for developing breed-specific feeding strategies, slaughter timing, and value-added pork production tailored to consumer preferences in the modern food market.…”
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Effects of Different Irrigation Regimes on Root Growth and Physiological Characteristics of Mulch-Free Cotton in Southern Xinjiang by Feiyan Su, Ziyang Guo, Bingrong Wu, Jichuan Wang, Shuangrong Chen

“…The results showed that the average maximum change range of soil water content in the cotton field without film mulching was ±17.7%, which was 1.35 times higher than that in the cotton field with film mulching. …”
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Investigating the Mediating Effect of Credit Rating on the Relationship between Corporate Governance Quality and Stock Liquidity based on the Composite Liquidity Approach by Amin Pourrezaei Nav, Hamzeh Didar, Farzad Ghayour

“…In this regard, for the first time in Iran, a composite liquidity index was used to calculate stock liquidity. …”
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HUBUNGAN POLA ASUH ORANG TUA DENGAN PERILAKU BULLYING ANAK DI INDONESIA: STUDI CROSS-SECTIONAL by Dhian Satya Rachmawati, Lela Nurlela, Sukma Ayu Candra Kirana, Iis Fatimawati, Bayu Krisna Alriyanto, Ali Sairozi

“…The correlation coefficient of the association was 0.287 meaning that the relationship between the two variables was weak. Conclusion: The presence of both parents in a harmonious family is important so that they can share roles in caring for their children and can spend time together to form a democratic parenting pattern, in order to form children to become good individuals and do not engage in bullying behavior. …”
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