Cognitive Stimulation (An Approach to Cognitive Impairment) Time for Action Now! by Sonia Singh, Achla Dagdu Gaikwad

“…The prevention and treatment of cognitive impairment have been an important need and responsibility of the health sector area. Apart from the pharmacotherapy, there are other approaches and programs such as occupational therapy, environmental approach, brain training, dietary plan, executive cognitive structuring program, and cognitive stimulation therapy (CST) found effective in improving cognitive functions. …”
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Effects of normal stress on shear properties and acoustic emission characteristics of bonded rock-concrete interfaces by Yan Chen, Jiangfan Yang, Jintao Wang, Shuai Heng, Zhiqiang Hou

“…Conversely, the cumulative AE count diminishes under elevated normal stresses. The b value and F-function serves as an effective indicator of crack evolution; The significant decrease in b-value at peak stress and the significant increase in F-value at peak stress are associated with brittle damage. …”
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Secure Delivery Method for Preserving Data Integrity of a Video Frame with Sensitive Objects by You-Rak Choi, Yunhee Kang

“…The logger operates a cryptography hash function of a feature vector of a video data frame and an XOR encoding scheme used for hiding the privacy information of sensitive objects in the video data frame. …”
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Application of Fault Diagnosis of Seawater Hydraulic Pump Based on Transfer Learning by Yang Miao, Yuncheng Jiang, Jinfeng Huang, Xiaojun Zhang, Lei Han

“…Then, the obtained singular value is used as a feature parameter to construct a feature vector. …”
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A Note on Equivalence of G-Cone Metric Spaces and G-Metric Spaces by Tarapada Bag, Abhishikta Das

“…This paper contains the equivalence between tvs-G cone metric and G-metric using a scalarization function $\zeta_p$, defined over a locally convex Hausdorff topological vector space. …”
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Fault diagnosis of the mine ventilation system based on OCKIELM by Zhiyuan Shen, Qizheng Wang

“…Based on sample data from the normal operation of the ventilation system, the kernelized form of OCKELM is provided, and the expressions for the kernel function and kernel weight vector are derived. The kernel weight vector is updated, and the output values of the samples are estimated as new samples are absorbed according to the incremental learning method. …”
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Laser marking method for nonferrous metal casting ingots based on improved RANSAC algorithm by Zheng Rui

“…On the ground of the optimized RANSAC to fit the plane equation, the normal vector of the plane is calculated, and the angle between the coordinate axis and the normal vector in the pendulum coordinate system is determined through the normal vector, enabling automatic alignment and vertical focusing functions to be achieved. …”
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Energy-efficiency priority based beamforming design and optimization in IRS-assisted SWIPT system by Xiaorong XU, Weiwei ZHU, Jianrong BAO, Weiping ZHU, Wei FENG, Yingbiao YAO

“…Intelligent reflecting surface (IRS)-assisted simultaneous wireless information and power transfer (SWIPT) system is set as research background.Joint design and optimization of energy-efficiency priority based active beamforming at multi-antenna transmitter and passive beamforming at IRS were investigated.The optimization objective was to maximize minimum energy-efficiency, which was subject to transmitter power control, energy constraint at energy harvesting (EH) receiver and IRS phase shift constraint.Alternating direction method of multipliers (ADMM) was implemented to solve this non-linear non-convex optimization problem.Firstly, the fraction objective function was transformed via Dinkelbach’s approach.Singular value decomposition (SVD) andsemi-definite relaxation (SDR) were applied to obtain active beam forming vector at transmitter.Simulation results indicate that, IRS assisted SWIPT could significantly reduce energy threshold at EH receiver.The achievable energy-efficiency of the proposed strategy is 300 KB/J when total circuit power consumption is -15 dBm.Maximum energy-efficiency can be achieved with the maximum numbers of passive reflecting elements and transmitter antennas.…”
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Two-Dimensional DOA Estimation in Compressed Sensing with Compressive-Reduced Dimension-lp-MUSIC by Weijian Si, Xinggen Qu, Lutao Liu, Zhiyu Qu

“…The arc-tangent is a one-to-one function and allows the value of the argument to be larger than unity so that the proposed method never fails. …”
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Economic impacts of the maritime silk road initiative on the Suez Canal by Anas Rakha, Khadiga El-Aasar

“…This study uses annual data from 1990 to 2022 to examine this dynamic relationship. We use the Vector Auto-Regressive (VAR) model and Impulse Response Function to account for the interaction effect of the variables. …”
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Inverse binary optimization of convolutional neural network in active learning efficiently designs nanophotonic structures by Jaehyeon Park, Zhihao Xu, Gyeong-Moon Park, Tengfei Luo, Eungkyu Lee

“…The IBO method employs backward error propagation to optimize the input binary vector, minimizing the output value while maintaining fixed parameters in the pre-trained CNN layers. …”
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The Excess of JWST Bright Galaxies: A Possible Origin in the Ground State of Dynamical Dark Energy in the Light of DESI 2024 Data by N. Menci, A. A. Sen, M. Castellano

“…We have considered the effect of assuming a DE characterized by a negative Λ as the ground state of a quintessence field on the galaxy luminosity function at high redshifts. We find that such models naturally affect the galaxy UV luminosities in the redshift range 10 ≲ z ≲ 15 needed to match the JWST observations, and with the value of Ω _Λ = [−0.6, −0.3] remarkably consistent with that required by independent cosmological probes. …”
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Identification and verification of diagnostic biomarkers for deep infiltrating endometriosis based on machine learning algorithms by Shanping Shi, Chao Huang, Xiaojian Tang, Hua Liu, Weiwei Feng, Chen Chen

“…The results indicated that USP14 is significantly upregulated in DIE and exhibits good predictive value (AUC = 0.786). Further analysis revealed the important role of USP14 in muscle function, cellular growth factor response, and maintenance of chromosome structure, and its close association with various immune cell functions. …”
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Elevation Error Prediction of Continuous Beam Cantilever Construction Phase Based on LS-SVM by Xilong Zheng, Yunfeng Hu, Baitao Sun

“…I compare the Least Squares-Support Vector Machines (LS-SVM) prediction value with the measured value, the SVM model predictions, the BP neural network model predictions and the dimensionality reduction model predictions, so that predict elevation errors during cantilever construction phases by established models. …”
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Properties of single layer potentials for a pseudo- differential equation related to a linear transformation of a rotationally invariant stable stochastic process by Kh. V. Mamalyha, M. M. Osypchuk

“…A rotationally invariant $\alpha$-stable stochastic process in $\mathbb{R}^d$ is a L\'{e}vy process with the characte\-ristic function of its value in the moment of time $t>0$ defined by the expression $\exp\{-tc|\xi|^\alpha\}$, $\xi\in\mathbb{R}^d$, where $\alpha\in(0,2]$, $c>0$ are some constants. …”
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PERFORMANCE COMPARISON OF SOME TYPES OF WAVELET TRANSFORMS FOR TOURISM DATA PATTERN APPROXIMATION by Syamsul Bahri, Lailia Awalushaumi, Bulqis Nebulla Syechah, Satriawan Pradana

“…Tourism is an economic sector that significantly supports the country's foreign exchange, including in West Nusa Tenggara Province (NTB).  …”
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The Influence of the Amplitude Spectrum Correction in the HFCC Parametrization on the Quality of Speech Signal Frame Classification by Stanislaw GMYREK, Robert HOSSA, Ryszard MAKOWSKI

“…This paper proposes a method to reduce the effect of quasiperiodicity of the excitation on the feature vector. For this purpose, blind deconvolution was used to determine the vocal tract transfer function estimator and the corrective function of the amplitude spectrum. …”
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Efficient Approximation Procedure for Magnetization Characteristics Used in Performance Analysis of Highly Saturated Electrical Machines by Miralem Hadžiselimović, Tine Marčič, Ivan Zagradišnik

“…However, one polynomial function is not enough. We need three functions and another exponential function for magnetic field densities above around 2 T up to a value of relative permeability equal to 1. …”
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An Implicit Memory-Based Method for Supervised Pattern Recognition by Yu Ma, Shafei Wang, Junan Yang, Yanfei Bao, Jian Yang

“…The trained ANN can be expressed as a function to design a pattern recognition algorithm. …”
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Paley and Hardy's inequalities for the Fourier-Dunkl expansions by Anis Elgarna

“…Establishing Paley and Hardy's inequalities in these settings is a participation in extending the Dunkl harmonic analysis as it has many applications in mathematical physics and in the framework of vector valued extensions of multipliers.…”
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