Visual Aggregation of Spatial Recognition Scientific Computations in the Financial Service Sector Based on the Random Forest Graph Model by Xiaowei Zheng, Yaliu Yang

“…In view of the current problems in the visual aggregation of the financial service industry, the random forest graph model is applied to the spatial recognition of the financial service industry’s scientific calculation visual aggregation in this paper. …”
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Analysis of a new random multi-access MAC protocol and its energy efficiency for wireless sensor networks by DING Hong-wei, ZHAO Dong-feng, HUANG Mao-mao

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Optimal design of maintenance service contract considering preventive maintenance, random repair cost and time value of money by Majeed Heydari, Amir Yousefli

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The Influence of Amplitude- and Frequency-Dependent Stiffness of Rail Pads on the Random Vibration of a Vehicle-Track Coupled System by Kai Wei, Pan Zhang, Ping Wang, Junhua Xiao, Zhe Luo

“…Next, the vertical vehicle-track coupled model was employed to investigate the influence of the amplitude- and frequency-dependent stiffness of TPE rail pads on the vehicle-track random vibration. It is found that the static stiffness of TPE rail pads ranges from 19.1 to 37.9 kN/mm, apparently different from the classical secant stiffness of 26.7 kN/mm. …”
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Blind estimation of pseudo-random codes in non-periodic long code direct-sequence spread-spectrum signals by HAOZhi-jin Z, UXiao-wei G, HENLei S, HANYi Z

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BAYESIAN PARAMETER ESTIMATION OF WEIBULL DISTRIBUTION WITH MULTIPLE CHANGE POINTS FOR RANDOM CENSORING TEST MODEL WITH INCOMPLETE INFORMATION by HE ChaoBing

“…The concrete steps of MCMC methods are given. The random simulation results show that the estimations are fairly accurate and the effect is good.…”
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Hydrodynamic performance assessment of emerged and sub-merged semicircular breakwaters under random waves: An experimental and empirical study. by Faris Ali Hamood Al-Towayti, Hee Min Teh, Zhe Ma, Idris Ahmed Jae, Agusril Syamsir

“…The hydrodynamic characteristics of the SBW under random wave conditions, including the transmission coefficient, reflection coefficient, and energy loss coefficient, were thoroughly investigated using physical model experimentation. …”
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Kidney Diseases Classification using Hybrid Transfer-Learning DenseNet201-Based and Random Forest Classifier by Abdalbasit Mohammed Qadir, Dana Faiq Abd

“…The pre-trained model used in this study is the Densenet-201 model. As well as using Random Forest for classification, the Densenet-201-Random-Forest approach has outperformed many of the previous models used in other studies, having an accuracy rate of 99.719 percent. …”
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Optimal Time-Consistent Investment Strategy for a Random Household Expenditure with Default Risk under Relative Performance by Wenjin Guan, Wei Yuan, Sheng Li

“…In this paper, we investigate the non-zero-sum mean-variance game between two families with a random household expenditure under the default risk and relative performance. …”
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Nonlinear Random Response Analyses of Panels Considering Transverse Shear Deformations under Combined Thermal and Acoustic Loads by Yeong-Nam Kim, Jae-Sang Park, Eun-Soo Go, Min-Hyuk Jeon, In-Gul Kim

“…Because of the combined thermal and acoustic loads, the panel structure may exhibit nonlinear random vibration responses, such as the snap-through phenomenon and random vibrations. …”
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Simultaneously Verifying the Original Region of Green and Roasted Coffee Beans by Stable Isotopes and Elements Combined with Random Forest by Ling Tian, Yuanyuan Guo, Ang Zhang, Hua Zhong

“…One-way analysis of variance (ANOVA) was used to compare the stable isotope ratios and elemental concentrations of all coffee bean samples from six different original regions. Random forest (RF) was employed to build a discriminating model for simultaneously verifying the original regions of green and roasted coffee bean samples; this model provided 100% accuracy. …”
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A Strong Law of Large Numbers for Weighted Sums of i.i.d. Random Variables under Capacities by Defei Zhang, Ping He

“…With the notion of independent identically distributed (i.i.d.) random variables under sublinear expectations initiated by Peng, a strong law of large numbers for weighted sums of i.i.d. random variables under capacities induced by sublinear expectations is obtained.…”
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Do the Various Indirect Bonding Techniques Provide the Same Accuracy for Orthodontic Bracket Placement? (Randomized Clinical Trial) by Ammar Sh. Al-Ubaydi, Dheaa Al-Groosh

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Internet-Based Dementia Prevention Intervention (DementiaRisk): Protocol for a Randomized Controlled Trial and Knowledge Translation by Anthony J Levinson, Stephanie Ayers, Sandra Clark, Rebekah Woodburn, Maureen Dobbins, Dante Duarte, Roland Grad, Nick Kates, Sharon Marr, Doug Oliver, Alexandra Papaioannou, Karen Saperson, Henry Siu, Gillian Strudwick, Richard Sztramko, Sarah Neil-Sztramko

“…In total, 485 participants will be recruited on the web and randomly assigned to 2 groups: one accessing DementiaRisk and the other receiving alternative e-learning on mild cognitive impairment. …”
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Myeloid dendritic cells and periodontal disease association: integrated study of single-cell sequencing and Mendelian randomization analysis by ChengJi Shi, XinYi Ou, XiaoXu Lei, LiJuan Huang, ShuHao Xu, Wei Li, Xi Zhao

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Assessing the relationship between wrist synovitis and anxiety: a study using clinical statistics and Mendelian randomization analysis by Xunhao Wang, Linyi Zhu, Jingyi Mi, Fei Xiong

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The Efficacy of Implementing Labor Analgesia Education via the WeChat Public Platform—A Randomized Controlled Study by Lijun Ma, Yan Cheng, Hailian Liu, Wenjing Yang, Chen Yang

“…Methods: Primiparas were randomly assigned to either the WeChat public account education group (W group) or traditional bedside education group (B group). …”
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Comparing Fluconazole and Nystatin as Antifungal Prophylactics in Very Low Birth Weight Infants: A Randomized Clinical Trial by Leila Asgarzadeh, Majid Mahallei, Manizheh Mostafa Gharehbaghi

“…This study compared the prophylactic efficacies of systemic fluconazole or oral nystatin prophylaxis to prevent SFI in VLBW infants. Methods: In a randomized controlled clinical trial, 120 neonates with gestational age < 32 weeks and birth weight < 1500 g were randomly allocated in two groups. …”
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Concentric and Eccentric Force Changes with Elastic Band and Isotonic Heavy Resistance Training: A Randomized Controlled Trial by Eric Folkins, Sidharth Sahni, John Ryan, Stacey Wooden, Gina Bushby, Christian Radzinski

“…Participants were randomly assigned to a four-week independent low repetitions/heavy resistance strengthening program performed with either elastic bands or isotonic exercises…”
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A safety and feasibility randomized placebo controlled trial exploring electroencephalographic effective connectivity neurofeedback treatment for fibromyalgia by Lucy Anderson, Dirk De Ridder, Paul Glue, Ramakrishnan Mani, Cindy van Sleeuwen, Mark Smith, Divya Bharatkumar Adhia

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