Fault Detection of Aircraft System with Random Forest Algorithm and Similarity Measure by Sanghyuk Lee, Wookje Park, Sikhang Jung

“…Research on fault detection algorithm was developed with the similarity measure and random forest algorithm. The organized algorithm was applied to unmanned aircraft vehicle (UAV) that was readied by us. …”
Get full text

Conditional Random Fields and Supervised Learning in Automated Skin Lesion Diagnosis by Paul Wighton, Tim K. Lee, Greg Mori, Harvey Lui, David I. McLean, M. Stella Atkins

“…The second model is based on conditional random fields (CRFs), where dependencies between pixels are defined using a graph structure. …”
Get full text

Implementasi Algoritma Random Forest Untuk Menentukan Penerima Bantuan Raskin by Ilham Kurniawan, Duwi Cahya Putri Buani, Abdussomad Abdussomad, Widya Apriliah, Rizal Amegia Saputra

“…Therefore, three machine learning classification algorithms such as, support vector machine, naive bayes and random forest, were used in this experiment. to determine recipients of Raskin assistance. …”
Get full text

On strong laws of large numbers for arrays of rowwise independent random elements by Abolghassem Bozorgnia, Ronald Frank Patterson, Robert Lee Taylor

“…Let {Xnk} be an array of rowwise independent random elements in a separable Banach space of type r, 1≤r≤2. …”
Get full text

Residual life prediction of defected Polypropylene Random copolymer pipes (PPR) by Abderazzak Ouardi, Fatima Majid, Nadia Mouhib, Mohamed Elghorba

“…The polypropylene random copolymer (PPR) is a thermoplastic material generally used for the transport of water under pressure, especially hot water. …”
Get full text

Optimal Dependence of Performance and Efficiency of Collaborative Filtering on Random Stratified Subsampling by Samin Poudel, Marwan Bikdash

“…In this paper, we present a Density-based Random Stratified Subsampling using Clustering (DRSC) algorithm in which the desired Fraction of Users Dropped (FUD) and Fraction of Items Dropped (FID) are specified, and the overall density during subsampling is maintained. …”
Get full text

Metaverse Clinic for Pregnant Women With Subclinical Hypothyroidism: Prospective Randomized Study by Yuanyuan Zheng, Yizhen Chen, Yan Chen, Liang Lin, Ting Xue, Chuhui Chen, Junping Wen, Wei Lin, Gang Chen

“…A total of 60 pregnant women diagnosed with SCH were randomly assigned into two groups: the standard group (n=30) and the metaverse group (n=30). …”
Get full text

Analyzing Key Features of Open Source Software Survivability with Random Forest by Sohee Park, Gihwon Kwon

Subjects: Get full text

Subgeometric Ergodicity under Random-Time State-Dependent Drift Conditions by Mokaedi V. Lekgari

“…In a nutshell, in this study we take a look at f-ergodic general Markov chains, subgeometrically ergodic at rate r, when the random-time Foster-Lyapunov drift conditions on a set of stopping times are satisfied.…”
Get full text

Balneotherapy for the treatment of post-COVID syndrome: a randomized controlled trial by Diana Ovejero, Anna Ribes, Judit Villar-García, Marta Trenchs-Rodriguez, Daniel Lopez, Xavier Nogués, Robert Güerri-Fernandez, Natalia Garcia-Giralt

“…Abstract Background Post-Acute COVID Syndrome (PACS) is a complex disorder that currently lacks effective evidenced-based therapies to manage it. This randomized controlled trial aims to evaluate the effects of balneotherapy (BT) on PACS symptomatology. …”
Get full text

Tail Bounds for ℓ1 Norm of Gaussian Random Matrices with Applications by Xianjie Gao, Mingliang Zhang, Jinming Luo

“…As major components of the random matrix theory, Gaussian random matrices have been playing an important role in many fields, because they are both unitary invariant and have independent entries and can be used as models for multivariate data or multivariate phenomena. …”
Get full text

Efficacy of MI Paste® on Bleaching-Related Sensitivity: Randomized Clinical Trial by Shaista Rashid, Mohamed ElSalhy

“…To evaluate the effectiveness of MI Paste® in reducing sensitivity associated with vital tooth bleaching. Methods. This randomized controlled split-mouth clinical trial included 45 subjects that were randomly divided into two groups. …”
Get full text

Strong and Weak Convergence for Asymptotically Almost Negatively Associated Random Variables by Aiting Shen, Ranchao Wu

“…The strong law of large numbers for sequences of asymptotically almost negatively associated (AANA, in short) random variables is obtained, which generalizes and improves the corresponding one of Bai and Cheng (2000) for independent and identically distributed random variables to the case of AANA random variables. …”
Get full text

Liquefaction Evaluation Based on Shear Wave Velocity Using Random Forest by Lu Liu, Shushan Zhang, Xiaofei Yao, Hongmei Gao, Zhihua Wang, Zhifu Shen

“…The results indicated that the random forest method established based on the training dataset was credible. …”
Get full text

A Mendelian randomization study: physical activities and chronic kidney disease by Rui Xiao, Li Dong, Bo Xie, Beizhong Liu

Subjects: Get full text

Multicomponent intervention for schoolchildren with asthma: Pilot cluster randomized controlled trial by Marina Reznik, MD, MS, Florinda Islamovic, MD, Jill S. Halterman, MD, MPH, Cheng-Shiun Leu, PhD, Jiaqing Zhang, PhD, Philip O. Ozuah, MD, PhD

“…Methods: Children aged 7-10 years with asthma and their caregivers were recruited from 4 Bronx, NY, schools. We randomly assigned 2 schools as intervention and 2 as control sites. …”
Get full text

Annual Zoledronic Acid for the Treatment of Osteoporosis: A Randomized Controlled Trial by Asif Hussain, Sushil Kumar Saini, Jaydeep Patel, Chandra Prakash Pal, Hemant Singh Chahar, Rohit Yadav

Subjects: Get full text

Distribution and moment characteristics of a quotient of heavy-tailed random variables by Kęstutis Gadeikis

“… Let us deal with positive i.i.d. random variables X1, . . ., Xm having a tail index α. …”
Get full text

Peridynamics analysis of crack propagation in concrete considering random aggregate distribution by Bin Geng, Ze Li, Yigong Zhao, Xiaoyan Zhang

Subjects: Get full text

A SIRS Epidemic Model Incorporating Media Coverage with Random Perturbation by Wenbin Liu

“…We investigate the complex dynamics of a SIRS epidemic model incorporating media coverage with random perturbation. We first deal with the boundedness and the stability of the disease—free and endemic equilibria of the deterministic model. …”
Get full text