A Multimodal Approach of Machine and Deep Learnings to Enhance the Fall of Elderly People by Saleh Al meraikhi, Murad Al-Rajab

“…As such, the motivation for this research is to implement an algorithmic solution to the problem of falls that leverages the benefits of Machine Learning to detect falls in the elderly. …”
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Application of descriptive statistics for the analysis of student test results by H.V. Marchuk, V.L. Levkivskyi, V.A. Suhoniak, I.V. Panarina

“…The results of this study allow us to conclude that statistics in applied mathematics plays a critical role in various aspects of data analysis, modeling, optimization and forecasting, providing a scientific basis for solving practical problems in various fields.…”
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Minimization of Resource Consumption with URLLC Constraints for Relay-Assisted IIoT by Yujie Zhao, Tao Peng, Yichen Guo, Yijing Niu, Wenbo Wang

“…The original multi-variable problem is decomposed into two tractable subproblems. …”
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Application of drainage technology for L-shaped coalbed methane horizontal well in Southern Qinshui Basin by Yu GAO, Cong ZHANG, Liping ZHAO, Huimin JIA, Mengfu QIN, Wensheng ZHANG, Yanbo JI, Shuai YUAN

“…For the oil pumping unit process, the eccentric wear can be alleviated by installing centralizers optimize the string structure and using a long plunger tubing pump with double fixed valves to improve the adaptability to solid particles. …”
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Research on Unmanned Aerial Vehicle Path Planning for Carbon Emission Monitoring of Land-Side Heavy Vehicles in Ports by Xincong Wu, Zhanzhu Li, Xiaohua Cao

“…At the same time, the evaluation function is improved by introducing the average value and Gaussian distribution probability function into the heuristic function, enhancing the reliability of the evaluation function, reducing the length of the optimal path, and improving operational efficiency. …”
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Psychological Risk Factors for Mental Disorders Development in Internally Displaced Persons by Maruta N., Kalens'ka H., Fedchenko V., Pan'ko T., Maruta O.

“…Healthy internally displaced persons were inclined to use adaptive coping strategies (44.68 %): problem analysis, setting one’s own value, optimism, protest, appeal and distraction; relatively adaptive (38.24 %) and non-adaptive (32.35 %) coping strategies prevailed in the risk group: religiosity, ignoring, self-blaming, protest, active avoidance and distraction; non-adaptive coping strategies prevailed among patients (45.10 %): confusion, humility, self-accusations, active avoidance and treatment. …”
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Performance Analysis of RIS-Assisted RF-Based Detection of Unauthorized UAVs by Yousef Awad, Suhail Al-Dharrab, Wessam Mesbah

“…In this paper, the problem of unauthorized drone detection is considered. …”
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SC-GROG followed by L+S reconstruction with multiple sparsity constraints for accelerated Golden-angle-radial DCE-MRI. by Faisal Najeeb, Kashif Amjad, Irfan Ullah, Hammad Omer

“…Monotone FISTA with variable acceleration (MFISTA-VA) is used to optimize the L+S optimization problem. Further, SC-GROG gridding is used to map Golden-angle radial data to Cartesian grid before L+S reconstruction. …”
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Structural Similarity-Guided Siamese U-Net Model for Detecting Changes in Snow Water Equivalent by Karim Malik, Colin Robertson

“…In most analyses, high-temporal-resolution SWE and SD data are aggregated into monthly and yearly averages to detect and characterize changes. Aggregating snow measurements, however, can magnify the modifiable aerial unit problem, resulting in differing snow trends at different temporal resolutions. …”
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Anti-Jamming RIS Communications Using DQN-Based Algorithm by Pham Duy Thanh, Hoang Thi Huong Giang, Ic-Pyo Hong

“…To this end, we formulate an anti-jamming communication optimization problem as a Markov decision process (MDP) framework and then design a deep Q network (DQN)-based algorithm to generate an optimal policy. …”
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Neural Network Models for Ionospheric Electron Density Prediction at a Fixed Altitude Using Neural Architecture Search by Yang Pan, Mingwu Jin, Shun‐Rong Zhang, Simon Wing, Yue Deng

“…However, heavy manual adjustments are time consuming to determine the optimal NN structures. In this work, we propose to use neural architecture search (NAS), an automatic machine learning method, to mitigate this problem. …”
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Image Super Resolution Reconstruction Based on Multi-Level Residual Skip Connection Network by WANG Xiaoyu, LU Jianyu, WEI Yuxin, YU Yue

“…It is used to recover the details of the image and to optimize the perceived loss using Charbonnier loss and TV loss. …”
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Steel Surface Defect Detection Technology Based on YOLOv8-MGVS by Kai Zeng, Zibo Xia, Junlei Qian, Xueqiang Du, Pengcheng Xiao, Liguang Zhu

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An intelligent partial charging navigation strategy for electric vehicles by Jinsheng Xiao, Bang Sun, Xun Gao, Hua Yang, Liyuan Wang

“…Intelligent route planning, which optimizes travel time and energy use, could be a solution. …”
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Detection of cervical cell based on multi-scale spatial information by Gang Li, Xinyu Fan, Chuanyun Xu, Pengfei Lv, Ru Wang, Zihan Ruan, Zheng Zhou, Yang Zhang

“…Experiments on the CDetector dataset achieved an Average Precision (AP) of 65.3%, outperforming the state-of-the-art (SOTA) methods.…”
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Theoretical prerequisites for the bionic substantiation of spring soil leveler working bodies parameters by L. F. Babitsky, I. V. Sobolevsky, V. A. Kuklin

“…The main solution to this problem is to improve the design of aligners using a mechanical-bionic approach for the analytical description of the optimal forms and parameters of their working bodies. …”
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Document Relevance Filtering by Natural Language Processing and Machine Learning: A Multidisciplinary Case Study of Patents by Raj Bridgelall

“…These results offer a practical framework for optimizing document relevance filtering, enabling researchers and practitioners to efficiently manage large datasets and enhance innovation.…”
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THE REALITY OF FOOD SECURITY IN IRAQ FOR THE PERIOD FROM (1980-2010) by Salim Al-Youzbaki, Muaa Ahmed

“…Where research has included time series range thirty years (1980 - 2010), and research found that there is variation in the proportion of self-sufficiency in crop strategy, amounting to the average self-sufficiency ratio for wheat and rice, during the study period (30.7%) Amamahsol barley has reached self-sufficiency ratio 83.7% is expected that problem is particularly acute food future in light of international economic trends aimed at liberalizing global trade and globalization of food, which will lead in turn to rising food prices globally and increase the plight of the poor with her and requires access to satisfactory levels of food security and concerted efforts of the State in the development of integrated strategies food security for the advancement of the agricultural sector and agricultural production through optimal and rational use of natural resources and the use of modern methods of agriculture to address the proble of food.…”
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Intelligent library shelf management system for open-access environments: A CNN-based approach with enhanced image recognition and disorder detection by Xueqi Zhang

“…The study is conducted to solve the problem of unorganized placement of books faced by traditional library management systems in an open-shelf lending environment. …”
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Root Cause Analysis of Oil Losses in Press Machines Using Fault Tree Analysis Method by Nismah Panjaitan, Juni Arta Lubis, Niken Kristin Silitonga, Muhammad Zaky Faris

“…One option that the business could use is the fault tree analysis (FTA) method, which offers a methodical way to pinpoint the root causes of production inefficiencies to solve this problem. According to current assessments, empty bunches caused the largest average oil loss over a one-month period, with a loss rate of 0.11%. …”
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