Urban Area Function Zoning Based on User Relationships in Location-Based Social Networks by Fei Hao, Junzhe Zhang, Zongtao Duan, Liang Zhao, Lantian Guo, Doo-Soon Park

“…In order to achieve urban area function zoning by evaluating the prestige of geographic regions based on user relationships in Location based Social Networks (LBSNs), this paper proposes a Prestige Density-Based Spatial Clustering of Applications with Noise algorithm (P-DBSCAN) by improving the existing DBSCAN algorithm. …”
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Research on a Panoramic Image Stitching Method for Images of Corn Ears, Based on Video Streaming by Yi Huangfu, Hongming Chen, Zhonghao Huang, Wenfeng Li, Jie Shi, Linlin Yang

“…<b>Background:</b> Corn is the main grain crop grown in China, and the ear shape index of corn is an important parameter for breeding new varieties, including ear length, diameter, row number of ears, row number of grains per ear, and so on. …”
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OPPORTUNITIES AND LIMITATIONS OF USING THE METHOD OF REAL OPTIONS IN EVALUATION OF INNOVATION PROJECTS by Elena Makarova, Maria Novoselova

“…To achieve this goal, an analysis of the theoretical, analytical, empirical and methodological support for the implementation of innovative projects was made, based on the results of which the main characteristics of the real options method were determined. …”
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DYNAMIC ANALYSIS AND OPTIMIZATION OF IMPACT MECHANISM FOR IMPACTING AND BREAKING ROCK ROADEADER by LI XiaoHuo, QIAN YaSen, JIAO Li, LI Yan, SHI ShangWei, WENG ZhengYang

“…In order to improve the impact mechanism of the impacting and breaking rock roadheader dynamic characteristics under the cycle impact load,the first six natural frequency and mode shape as well as the displacement-frequency curves were obtained by using stress wave synthesis theory and finite element method in the paper,the modal and harmonic response of the mechanism were analyzed,the main deformation portion and main vibration direction and three axial weakest points of the mechanism were confirmed,structure size optimization of the rocker arm were adopted with multiple objective genetic algorithm,The maximum displacement response of the mechanism was reduced,and the dynamic characteristics of the mechanism were improved,which provides a method and basis for researching and improving the dynamic performance of the mechanism.…”
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SYSTEM FOR EVALUATING THE ENERGY EFFICIENCY OF SYNCHRONIZED ACCESS IN A SIMULATION MODEL OF A WIRELESS SENSOR NETWORK by S. V. Kapustin, R. F. Khalabia

“…The main task of the investigated synchronized access of the data link layer is to configure the protocol temporal parameters. …”
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Quantification and qualification of complication risks at use of non-steroid anti-inflammatory drugs as a basis for recommendations on their use and prophylaxis by Andrey Evgenyevich Karateev

“…World renowned experts have been actively studying this problem. The main aspects of NSAID efficiency and safety are discussed in this study; the risk factors are ranked according to their significance; and an algorithm of reasonable drug prescription, including prevention of potential complications, is proposed.…”
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CODEWORDS CORRECTION ON THE BASIS OF PARITY CHECKS by A. S. Poljakov, V. E. Samsonov

“…To find errors in codewords the parity check on axis and diagonals (main and auxiliary) of code plain is proposed. The results of such checks are used in algorithm to find multiple errors in lines and columns of code plane.…”
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ALLERGIC PATHOLOGY AND CELIAC DISEASE — MECHANISM OF COMMUNITY AND DIFFERENCES by M.O. Revnova

“…It covers in detail the mechanisms of the pathogenesis of immune inflammation in celiac disease, clinical picture with the main and additional symptoms and markers of this pathology. …”
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A Hierarchical Method for Removal of Baseline Drift from Biomedical Signals: Application in ECG Analysis by Yurong Luo, Rosalyn H. Hargraves, Ashwin Belle, Ou Bai, Xuguang Qi, Kevin R. Ward, Michael Paul Pfaffenberger, Kayvan Najarian

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Preparation for Entering a Higher Educational Institution as an Investment Project by V. A. Kataeva, V. R. Masalkina, A. A. Ponomareva

“…The purpose of the study is to develop an algorithm for managing investments in preparation for entering a higher educational institution as an investment project.Materials and methods. …”
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Diagnosis and treatment of liver injuries in blunt abdominal injury using minimally invasive technologies by Ya. V. Gavrishchuk, V. A. Manukovsky, A. N. Tulupov, A. E. Demko, E. A. Kolchanov, V. E. Savello, M. N. Pravosud

“…All laparotomies in the main group were performed for other abdominal injuries. …”
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Targets Spatial Coordinates Calculation in Angle-Difference Rangefinder Passive Location Complexes by Numerical Iterative Methods by A. A. Dmitrenko, S. Y. Sedyshev

“…This paper presents the analysis results of the iterative numerical algorithms use for roots calculating of nonlinear equations systems (Levenberg-Marquardt, Newton’s algorithm, modified Newton’s algorithm, sequential iterations and gradient descent) describing the process of spatial rectangular coordinates calculating of radio emission sources in the angle-difference-rangefinder passive location complexes with different configurations (containing from 2 to 4 receivers). …”
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Mixed Balanced Truncation for Reducing the Complexity of Large-Scale Electrical and Electronic System Simulations by Huy-Du Dao, Thanh-Tung Nguyen, Ngoc-Kien Vu, Van-Ta Hoang, Hong-Quang Nguyen

“…The results demonstrate that MBT achieves effective order reduction with minimal error while reducing computational costs. The main contributions of this work in developing the new reduction algorithm include the introduction of a novel definition of mixed balanced systems and theoretical advancements through the development of theorems, lemmas, and corollaries accompanied by rigorous mathematical proofs. …”
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Machine Training of the System of Functional Diagnostics of the Shaft Lifting Machine by Dovbysh A. S., Zimovets V. I., Zuban Y. A., Prikhodchenko A. S.

“…The tasks set forth in the work were to develop a categorical model; to carry out synthesis based on its hierarchical machine teaching algorithm for a functional diagnosis system; and to optimize the system of acceptance tolerance. …”
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JET: Fast Estimation of Hierarchical Time Series Clustering by Phillip Wenig, Mathias Höfgen, Thorsten Papenbrock

“…The main idea is to transform the input time series into a metric space, then apply a very fast conventional clustering algorithm to obtain effective but rather coarse-grained pre-clustering of the data; this pre-clustering serves to subsequently estimate the more accurate but also more costly shape-based distances of the time series and, thus, enables JET to apply a highly effective hierarchical clustering algorithm to the entire input time series collection. …”
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Reliable Evolutionary Field Optimization-Based Energy Management Strategy for Mitigating Hydrogen Consumption of Hybrid Generation System by Shahr Alshahr, Ahmed Fathy, Ahmed Alshahir, Hossam Hassan Ali

“…The proposed strategy is contrasted with other metaheuristic approaches such as Kepler optimization algorithm, walrus optimization algorithm, and golf optimization algorithm in addition to traditional strategies like classical proportional-integral, hybrid frequency decoupling state machine, equivalent consumption minimization strategy, and EEMS. …”
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Near-field sound source localization using principal component analysis–multi-output support vector regression by Lanmei Wang, Yao Wang, Guibao Wang, Jianke Jia

“…Signal-to-noise ratio and calculation amount are the decisive factors affecting the performance of the algorithm. Principal component analysis is used to fuse the main characteristics of training data and discard redundant information, the signal-to-noise ratio is improved, and the calculation amount is reduced accordingly. …”
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Path Planning and Vehicle Scheduling Optimization for Logistic Distribution of Hazardous Materials in Full Container Load by Huo Chai, Ruichun He, Changxi Ma, Cunjie Dai, Kun Zhou

“…First, a two-stage multiobjective optimization algorithm is designed for path planning. In the first stage, pulse algorithm is used to obtain the Pareto paths from the distribution center to each destination. …”
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OPTIMSM: FPGA hardware accelerator for Zero-Knowledge MSM by Xander Pottier, Thomas de Ruijter, Jonas Bertels, Wouter Legiest, Michiel Van Beirendonck, Ingrid Verbauwhede

“… The Multi-Scalar Multiplication (MSM) is the main barrier to accelerating Zero-Knowledge applications. …”
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Sensitive Integration of Multilevel Optimization Model in Human Activity Recognition for Smartphone and Smartwatch Applications by Samaher Al-Janabi, Ali Hamza Salman

“…The third stage entails determining the number of samples related to each subgraph by using the optimization technique called the lion optimization algorithm. The final stage involves the generation of patterns from the optimal subgraph by using the association pattern algorithm called gSpan. …”
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