A Deep Graph-Embedded LSTM Neural Network Approach for Airport Delay Prediction by Weili Zeng, Juan Li, Zhibin Quan, Xiaobo Lu

“…On this basis, a diffusion convolution kernel is constructed to capture characteristics of delay propagation between airports, and it is further integrated into the sequence-to-sequence LSTM neural network to establish a deep learning framework for delay prediction. …”
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A Statistical Image Feature-Based Deep Belief Network for Fire Detection by Dali Sheng, Jinlian Deng, Wei Zhang, Jie Cai, Weisheng Zhao, Jiawei Xiang

“…Firstly, for each individual image, all the statistic image features extracted from a flame and smoke image in time domain, frequency domain, and time-frequency domain are calculated to construct training and testing samples. Then, the constructed samples are fed into DBN to classify the multiple fire stages in complex environment. …”
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Using Network Pharmacology to Explore the Mechanism of Panax notoginseng in the Treatment of Myocardial Fibrosis by Jingxue Han, Jingyi Hou, Yu Liu, Peng Liu, Tingting Zhao, Xinwei Wang

“…Effective ingredients and potential targets of Panax notoginseng were screened in relevant databases to construct a compound-target network. Targets of MF were then screened to select common targets and construct a protein-protein interaction network. …”
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Achilles Rupture Repair: Modified Gift-Box With a Proximal Myotendinous Backup Fixation Technique by Nicholas D. Cominos, B.S., Joseph S. Tramer, M.D., Andrew J. Peace, M.D., Matthew A. Zaborowicz, M.D., Erik B. Eller, M.D., Lafi S. Khalil, M.D.

“…More recently, alternative advanced techniques and minimally invasive constructs have been proposed in an effort to improve repair construct while reducing soft tissue complications. …”
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The medial and lateral orbitofrontal cortex jointly represent the cognitive map of task space by Liwei Tan, Yidan Qiu, Lixin Qiu, Shuting Lin, Jinhui Li, Jiajun Liao, Yuting Zhang, Wei Zou, Ruiwang Huang

“…Furthermore, the two orbitofrontal subregions are functionally connected to share state-hidden information for constructing a representation of the task structure. …”
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A Vibration-Related Design Parameter Optimization Method for High-Speed Elevator Horizontal Vibration Reduction by Lemiao Qiu, Zili Wang, Shuyou Zhang, Lichun Zhang, Jie Chen

“…An optimization model of the design parameters for HsEHV reduction was constructed, and the response surface model of objective function (the peak-to-peak value of horizontal vibration acceleration) was constructed using Latin hypercube sampling. …”
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O constructo economia plural nos estudos relacionados com a economia solidária: revisão sistemática no período 2000-2016 by Suzana Melissa de Moura Mafra da Silva, Washington José de Souza, Ana Paula Borba Costa

“…This text brings results of a qualitative research, carried out from an approach of systematic review of the literature on academic production regarding plural economics, having as reference the use of the plural economy construct in national and international scientific texts, available in the Portal de Periódicos Capes. …”
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Nonlinear time series prediction algorithm based on AD-SSNET for artificial intelligence–powered Internet of Things by Banteng Liu, Wei Chen, Meng Han, Zhangquan Wang, Ping Sun, Xiaowen Lv, Jiaming Xu, Zegao Yin

“…The AD-SSNET is introduced as a reservoir based on the echo state network to improve the predictive capability of nonlinear time series, and combined with artificial intelligence method to construct the prediction model training samples. First, the optimal clustering scheme of randomly distributed neurons in the network is adaptively obtained by the AIC-DSCA, then the AD-SSNET is constructed according to the intra-cluster priority connection algorithm. …”
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Evaluating the Lifetime Performance Index Based on the Bayesian Estimation for the Rayleigh Lifetime Products with the Upper Record Values by Wen-Chuan Lee, Jong-Wuu Wu, Ching-Wen Hong, Shie-Fan Hong

“…Further, the Bayesian estimators of CL are utilized to construct the testing procedure for CL based on a credible interval in the condition of known L. …”
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Complex Dynamics Analysis of Closed-Loop Supply Chain considering CSR and Fairness Concerns by Fei Zhang, Zhimin Hu, Yunzhong Yang, Xiaogang Ma

“…This paper constructs a supply chain model composed of a manufacturer and a recycler. …”
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Mathematical model of penetration of cylindrical electromagnetic fields with axial symmetry through the plane screen from permalloy by V. Т. Erofeenko

“…Two-sided boundary conditions connecting electromagnetic fields with axial symmetry on both sides of the screen is constructed. The amplitudes of reflected and transient through the shield electromagnetic fields are calculated.…”
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Nonlinear Super Integrable Couplings of Super Classical-Boussinesq Hierarchy by Xiuzhi Xing, Jingzhu Wu, Xianguo Geng

“…Nonlinear integrable couplings of super classical-Boussinesq hierarchy based upon an enlarged matrix Lie super algebra were constructed. Then, its super Hamiltonian structures were established by using super trace identity. …”
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A New Biparametric Family of Two-Point Optimal Fourth-Order Multiple-Root Finders by Young Ik Kim, Young Hee Geum

“…We construct a biparametric family of fourth-order iterative methods to compute multiple roots of nonlinear equations. …”
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An approximation to discrete optimal feedback controls by Jinghao Zhu, Zhiqiang Zou

“…By value functions, we construct difference equations to approximate the optimal control on each interval of small time. …”
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New Modified Conformable Fractional Integral Inequalities of Hermite–Hadamard Type with Applications by Thabet Abdeljawad, Pshtiwan Othman Mohammed, Artion Kashuri

“…In this study, a few inequalities of Hermite–Hadamard type are constructed via the conformable fractional operators so that the normal version is recovered in its limit for the conformable fractional parameter. …”
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Permanence and Global Attractivity of Discrete Predator-Prey System with Hassell-Varley Type Functional Response by Runxin Wu, Lin Li

“…By constructing a suitable Lyapunov function and using the comparison theorem of difference equation, sufficient conditions which ensure the permanence and global attractivity of the discrete predator-prey system with Hassell-Varley type functional response are obtained. …”
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Introduction to University Calculus for “Bunkei’’ Students in Waseda by Takuya Sobukawa, Satoru Takagi, Hiroaki Uesu

“…In Waseda University, one of the biggest and oldest private universities in Japan, special curriculum is constructed for such “Bunkei’’ students who major in social or human science.…”
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HEAT RECUPERATION by S. L. Rovin, L. E. Rovin, A. V. Tkachenko

“…Heat recovery is an effective method of shortening specific energy consumption. new constructions of recuperators for heating and cupola furnaces have been designed and successfully introduced. two-stage recuperator with computer control providing blast heating up to 600 °C and reducing fuel consumption by 30% is of special interest.…”
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GROTHENDIECK RINGS OF DEFINABLE SUBASSIGNMENTS AND EQUIVARIANT MOTIVIC MEASURES by Quy Thuong Le

“…This paper studies categories of definable subassignments with some category equivalences to semi-algebraic and constructible subsets of arc spaces of algebraic varieties. …”
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New Developments on Ostrowski Type Inequalities via q-Fractional Integrals Involving s-Convex Functions by Xiaoming Wang, Khuram Ali Khan, Allah Ditta, Ammara Nosheen, Khalid Mahmood Awan, Rostin Matendo Mabela

“…In the present paper, q-fractional integral operators are used to construct quantum analogue of Ostrowski type inequalities for the class of s-convex functions. …”
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