Electricity Theft Detection in Power Grids with Deep Learning and Random Forests by Shuan Li, Yinghua Han, Xu Yao, Song Yingchen, Jinkuan Wang, Qiang Zhao

“…In order to help utility companies solve the problems of inefficient electricity inspection and irregular power consumption, a novel hybrid convolutional neural network-random forest (CNN-RF) model for automatic electricity theft detection is presented in this paper. …”
Get full text

An Analytical Solution for Predicting the Vibration-Fatigue-Life in Bimodal Random Processes by Chaoshuai Han, Yongliang Ma, Xianqiang Qu, Mindong Yang

“…Predicting the vibration-fatigue-life of engineering structures subjected to random loading is a critical issue for. Frequency methods are generally adopted to deal with this problem. …”
Get full text

Application of Random Dynamic Grouping Simulation Algorithm in PE Teaching Evaluation by Haitao Hao

“…The probability ranking conclusion is an extension of the absolute form evaluation conclusion. Firstly, the random simulation evaluation model is introduced; then, the general idea of converting the traditional evaluation method to the random simulation evaluation model is analyzed; on this basis, based on the rule of “further ensuring the stability of the ranking chain on the basis of increasing the possibility of the ranking chain,” two methods of solving the probability ranking conclusion are given. …”
Get full text

ROAD SIMULATION TEST RANDOM SPECRTRUM PLUS WINDOWS RECONSTRUCTION METHOD by WANG YiRong, YU JiaWei, LUAN ShiJie, ZHENG SongLin, LI YuXiao, JIN Qing

“…Using the damage editing theory,the random spectrum of road simulation test can be compiled to achieve the purpose of removing the small load and achieving the accelerated test. …”
Get full text

Semi-random and semi-algebraic structural design for IRA-LDPC codes by Li PENG, Qi ZHANG, Bo WANG, Tao CHEN

“…A method of semi-random and semi-algebraic structure was presented for constructing the low-density parity-check matrix that corresponds to the information bits of the IRA codes.Compared with the existing structural LDPC codes,the distinct advantage of the presented compact structural array for information-bit-corresponding matrix is that the position coordinate of each 1 element in this matrix can be calculated by a determinate algebraic expression,which not only reduces the consumption of memory resource for the random parity-check matrix,but also provides the potential probability for designing low complexity hardware circuit of the LDPC encoder/decoder.In addition,compared with the existing practical LDPC codes in industrial standard,the presented IRA-LDPC code is also slight preponderance in the performance of simulation in bit error rate and signal noise ratio (BER-SNB).…”
Get full text

Limit distribution for the k-th maxima of nonindentically distributed random variables by Arvydas Jokimaitis

“… In this paper the limit distribution for k-th maxima of independent nonidentically distributed random variables is obtained. …”
Get full text

RELIABILITY ANALYSIS OF OUTPUT SHAFT OF CUTTING EDGE UNDER RANDOM LOAD by ZHAO LiJuan, JIN YuJi, HUANG Kai

Get full text

Information Filtering via Biased Random Walk on Coupled Social Network by Da-Cheng Nie, Zi-Ke Zhang, Qiang Dong, Chongjing Sun, Yan Fu

“…In this paper, we design a biased random walk algorithm on coupled social networks which gives recommendation results based on both social interests and users’ preference. …”
Get full text

On the asymptotic behavior of the second moment of the Fourier transform of a random measure by Manuel L. Esquível

Get full text

Energy-space random walk in a driven disordered Bose gas by Zhang, Yansheng, Martirosyan, Gevorg, Ho, Christopher Junhong, Etrych, Jiří, Eigen, Christoph, Hadzibabic, Zoran

Subjects: Get full text

Some results on the span of families of Banach valued independent, random variables by Rohan Hemasinha

Subjects: “…Banach valued random variable…”
Get full text

An Improved Unscented Kalman Filter for Discrete Nonlinear Systems with Random Parameters by Yue Wang, Zhijian Qiu, Xiaomei Qu

“…This paper investigates the nonlinear unscented Kalman filtering (UKF) problem for discrete nonlinear dynamic systems with random parameters. We develop an improved unscented transformation by incorporating the random parameters into the state vector to enlarge the number of sigma points. …”
Get full text

Pseudo-Random Number Generators for Stochastic Computing (SC): Design and Analysis by Pilin Junsangsri, Fabrizio Lombardi

Subjects: “…Pseudo–random number generator (RNG)…”
Get full text

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

Source-independent quantum random number generators with integrated silicon photonics by Yongqiang Du, Xin Hua, Zhengeng Zhao, Xiaoran Sun, Zhenrong Zhang, Xi Xiao, Kejin Wei

“…Abstract Random numbers play a crucial role in numerous scientific applications. …”
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

Random routing defense method based on deep deterministic policy gradient by Xiaoyu XU, Hao HU, Hongqi ZHANG, Yuling LIU

Subjects: “…random routing…”
Get full text

Approximation of a positive random variable distribution by the mixture of exponential distsibutions by Eimutis Valakevičius

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