Bearing Fault Classification Based on Conditional Random Field by Guofeng Wang, Xiaoliang Feng, Chang Liu

“…To overcome the drawbacks of the hidden Markov model (HMM) and improve the diagnosis accuracy, conditional random field (CRF) model based classifier is proposed. …”
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Efficient Preference Clustering via Random Fourier Features by Jingshu Liu, Li Wang, Jinglei Liu

Subjects: “…random fourier features…”
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Invariance principle for independent random variables with infinite variance by Mindaugas Juodis

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Determining the First Probability Density Function of Linear Random Initial Value Problems by the Random Variable Transformation (RVT) Technique: A Comprehensive Study by M.-C. Casabán, J.-C. Cortés, J.-V. Romero, M.-D. Roselló

“…The consideration of uncertainty into their formulation leads to random differential equations. Solving a random differential equation means computing not only its solution stochastic process but also its main statistical functions such as the expectation and standard deviation. …”
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An edgeworth expansion for a sum of M-Dependent random variables by Wan Soo Rhee

“…Given a sequence X1,X2,…,Xn of m-dependent random variables with moments of order 3+α (0<α≦1), we give an Edgeworth expansion of the distribution of Sσ−1(S=X1+X2+…+Xn, σ2=ES2) under the assumption that E[exp(it Sσ1)] is small away from the origin. …”
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Geometric Models for Isotropic Random Porous Media: A Review by Helmut Hermann, Antje Elsner

“…Models for random porous media are considered. The models are isotropic both from the local and the macroscopic point of view; that is, the pores have spherical shape or their surface shows piecewise spherical curvature, and there is no macroscopic gradient of any geometrical feature. …”
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High Efficiency Computation of the Variances of Structural Evolutionary Random Responses by J.H. Lin, D.K. Sun, W.X. Zhong, W.S. Zhang

“…For structures subjected to stationary or evolutionary white/colored random noise, their various response variances satisfy algebraic or differential Lyapunov equations. …”
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On the Unambiguous Distance of Multicarrier Phase Ranging With Random Hopped Frequencies by Peng Liu, Wangdong Qi, Yue Zhang, Li Wei

“…Under the RSF configuration, the UD becomes a random variable. We try to depict its statistical property with a deterministic value and find that the upper bound of the random UD plays an important role. …”
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Spin Polarization Oscillations and Coherence Time in the Random Interaction Approach by P. Pereyra

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Random Error Estimation and Propagation Analysis for Satellites’ Initial Positions by Huanqin Wu, Maocai Wang, Zhiming Song, Xiaoyu Chen, Guangming Dai

“…However, the initial orbit position is accompanied by random errors, which will propagate during their running. …”
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Existence and Uniqueness of the Solution of Lorentz-Rössler Systems with Random Perturbations by Xiaoying Wang, Fei Jiang, Junping Yin

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Statistical Aspects of Two Classes of Random Binomial Trees and Forests by Thierry E. Huillet

“…We take advantage of the fact that the random distribution of those trees are obtained while weighting the counts of the underlying combinatorial trees. …”
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The asymptotic of the density of the k-th maxima of independent random variables by Arvydas Jokimaitis

“… In this paper the local limit theorem for density of k-th maxima of independent identically distributed random variables is proved. …”
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Randomization and placebo effects in clinical trials of major depressive disorder by James A. Rogers, Stephen Senn

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A randomized trial of blended first aid education for the public

“…This study seeks to validate the effectiveness of using e-learning followed by face-to-face learning in first aid education to improve laypersons’ knowledge, confidence, and willingness, compared to face-to-face only learning.Method: 128 non-healthcare adult volunteers (laypeople) were randomly assigned to either a face-to-face (control, n=58) or a blended (experimental, n=70) British Red Cross Everyday First Aid course. …”
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Metrics for Evaluating Telemedicine in Randomized Controlled Trials: Scoping Review by Yuka Sugawara, Yosuke Hirakawa, Masao Iwagami, Ryota Inokuchi, Rie Wakimizu, Masaomi Nangaku

“…Recently, owing to IT developments, research on telemedicine has been increasing; however, its usefulness and limitations in randomized controlled trials remain unclear because of the multifaceted effects of telemedicine. …”
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Physical activities and breast cancer: a Mendelian randomization study by Lishan Ding, Qingliang Chen, Hao Liang, Meng Shen, Ming Zheng, Zhaojun Li

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Effects of Dispersal for a Logistic Growth Population in Random Environments by Xiaoling Zou, Dejun Fan, Ke Wang

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The method of investigation of basic project parameters of microsatellite by random search by V. N. Blinov, A. I. Lukyanchik, V. V. Shalay

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Simple-Random-Sampling-Based Multiclass Text Classification Algorithm by Wuying Liu, Lin Wang, Mianzhu Yi

“…Through the investigation of the token frequency distribution in a Chinese web document collection, this paper reexamines the power law and proposes a simple-random-sampling-based MTC (SRSMTC) algorithm. Supported by a token level memory to store labeled documents, the SRSMTC algorithm uses a text retrieval approach to solve text classification problems. …”
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