Match Stability with a Costly and Flexible Number of Positions by James Gilmore, David Porter

“…One of the main goals of two-sided matching mechanisms is to pair two groups of agents in a stable manner. …”
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Optimize 2-D Path Planning of Mobile Robot by using ACO with Guidance Factor by Li Wang

“…Moreover, the results of the proposed algorithm compares with the classical ant system methodology. …”
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Competitiveness of city geo-brand assessment: selecting the research methodology by I. Yu. Aleksandrova

“…The author’s interpretation of a city geo-brand concept has been offered, the features of a city geo-brand concept choice, algorithm of its assessment, and evaluation parameters diagnostics methods analyzed. …”
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Research on university email analysis based on SVM-RFE and Transformer-TBAM by LI Zhen, LI Zhichao, CHEN Lin

“…The experiment shows that the algorithm achieves an accuracy of 94.67% in the classification of university email datasets, which is 1.2% higher than traditional algorithms.…”
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Survey of federated learning research by Chuanxin ZHOU, Yi SUN, Degang WANG, Huawei GE

“…Federated learning has rapidly become a research hotspot in the field of security machine learning in recent years because it can train the global optimal model collaboratively without the need for multiple data source aggregation.Firstly, the federated learning framework, algorithm principle and classification were summarized.Then, the main threats and challenges it faced, were analysed indepth the comparative analysis of typical research programs in the three directions of communication efficiency, privacy and security, trust and incentive mechanism was focused on, and their advantages and disadvantages were pointed out.Finally, Combined with application of edge computing, blockchain, 5G and other emerging technologies to federated learning, its future development prospects and research hotspots was prospected.…”
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Analysis of the System Composition and the Obstacle Ability of Hexapod Spider Crawling Robot by Ziyue Wu, Yanliang Song, Zhifeng Wu

“…The robot is composed of six mechanical legs and robot bodies，based on the Stm32f407 chip as the main controller，and uses the PID algorithm to control the whole robot to keep the balance，and completes the real-time response to the operation instruction through the image acquisition system. …”
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Harmonic Control Technology of the Joint Line of DC and AC Locomotive by ZHANG Zhichun, MAO Yuanbin, TAN Jianzhong

“…In China, Shenshuo electrified railway is one of the most important main artery that the western coal is transported to the east, where DC locomotives and AC locomotives are running at the same time. …”
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Efficient traceable identity-based signature scheme by DU Hong-zhen1, WEN Qiao-yan2

“…The inherent key escrow problem is a main disadvantage in identity-based signature schemes. …”
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DOA Estimation of Noncircular Signals Using Quaternions by Tianzhen Meng, Minjie Wu, Naichang Yuan

“…Simulation results are presented verifying the efficacy of the algorithm.…”
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Asymptotic Expansions of Eigenvalues of Periodic and Antiperiodic Boundary Problems for Singularly Perturbed Second Order Differential Equation with Turning Points by S. A. Kashchenko

“…For a second order equation with a small factor at the highest derivative the asymptotic behavior of all eigenvalues of periodic and antiperiodic problems is studied. The main assumption is that the coefficient at the first derivative in the equation is the sign of the variable so that turning points exist an algorithm for computing all coefficients of asymptotic series for every considered eigenvalue is developed. …”
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MODELING THE USE OF WORKING CAPITAL IN ORDER TO ENSURE STABILIZATION OF THE REPRODUCTION PROCESS IN AGRICULTURE by Natalya BONDINA, Igor BONDIN, Olga LAVRINA, Tatyana ZUBKOVA

“…However, in reality, the reproduction of the main types of material resources is violated and carried out on a "narrowed" basis. …”
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A freely accessible, adaptable hollow-fiber setup to reproduce first-order absorption: illustration with linezolid cerebrospinal fluid pharmacokinetic data by N. Prébonnaud, A. Chauzy, N. Grégoire, C. Dahyot-Fizelier, C. Adier, S. Marchand, V. Aranzana-Climent

“…ABSTRACT The main objective of this study was to validate an algorithm and experimental setup to simulate first-order absorption pharmacokinetic profiles without altering the standard in vitro hollow-fiber infection model (HFIM). …”
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A modern conception of postcholecystectomy syndrome (based on the materials of the Advisory Board held on May 4, 2019 in Almaty, Kazakhstan) by A. V. Nersesov, D. A. Kaibullaeva, O. S. Vasnev, L. K. Tashenova, M. M. Sakhipov, G. T. Berestimov, G. A. Akhmetzhanova, O. T. Ibekenov, M. O. Doskhanov, N. M. Zhumazhanov, Zh. M. Balzhanov, B. A. Aitmoldin, E. A. Toleubaev, E. M. Laryushina, K. N. Zhumagulov, G. N. Sobirova, S. I. Umarova, Yu. O. Shulpekova, A. V. Okhlobystin

“…The Advisory Board emphasized that organic and functional biliary diseases manifest mainly by biliary pain, main characteristics of which were defined in the Rome IV consensus based on the statistical analysis of a large pool of clinical data. …”
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GENERAL PRINCIPLES OF TREATMENT FOR MUSCULOSKELETAL PAIN: INTERDISCIPLINARY CONSENSUS by E. L. Nasonov, N. N. Yakhno, A. E. Karateev, L. I. Alekseeva, A. N. Barinov, A. E. Barulin, O. S. Davydov, A. B. Danilov, M. V. Zhuravleva, B. V. Zavodovsky, S. S. Kopenkin, M. L. Kukishkin, V. A. Parfenov, M. A. Strakhov, V. P. Tyurin, N. V. Chichasova, S. A. Chorbinskaya

“…According to the results of the meeting, the authors identified the main points regarding the theoretical and practical aspects of MSP and also proposed an algorithm for the treatment of this pathology. …”
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Criteria for assessment of activities of daily living in a person with endocrine pathology by V.S. Vernygorodsky, M.V. Vlasenko, V.I. Pankiv, O.K. Krokhmalyuk, M.V. Vernygorodska, O.A. Tovkai, T.Yu. Yuzvenko

“…The classification of the main criteria of vital activity and their degrees of severity is provided, as well as a step-by-step algorithm for registering a person for assessment of activities of daily living. …”
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Comparison of Deep Learning and Clinician Performance for Detecting Referable Glaucoma from Fundus Photographs in a Safety Net Population by Van Nguyen, MD, Sreenidhi Iyengar, Haroon Rasheed, MD, Galo Apolo, Zhiwei Li, Aniket Kumar, Hong Nguyen, Austin Bohner, MD, Kyle Bolo, MD, Rahul Dhodapkar, MD, Jiun Do, MD, PhD, Andrew T. Duong, MD, Jeffrey Gluckstein, MD, Kendra Hong, MD, Lucas L. Humayun, Alanna James, MD, Junhui Lee, MD, Kent Nguyen, OD, Brandon J. Wong, MD, Jose-Luis Ambite, PhD, Carl Kesselman, PhD, Lauren P. Daskivich, MD, Michael Pazzani, PhD, Benjamin Y. Xu, MD, PhD

“…Purpose: Develop and test a deep learning (DL) algorithm for detecting referable glaucoma. Design: Retrospective cohort study. …”
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China’s county-level monthly CO2 emissions during 2013–2021 by Ming Gao, Chaofan Tu, Miaomiao Liu, Jiandong Chen, Xingyu Chen, Hong Zou, Thomas Shiu Tong, Long Chen, Shuke Fu

“…Therefore, this study constructed a dataset of potential feature variables based on multisource data (improved and calibrated nighttime light data, urban and rural human settlement data, and socioeconomic indicator data based on statistical yearbooks). After the main feature variables were identified, a hybrid regression algorithm combining deep neural networks and CatBoost was constructed to generate instrumental variable for predicting CO2 emissions. …”
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UAV-Based Pseudolite Navigation System Architecture Design and the Flight Path Optimization by Ruocheng Guo, Hong Yuan, Yang Zhang, Xiao Chen, Guanbing Zhang

“…Based on this, an acceptance–rejection mutated non-dominated sorting genetic algorithm III (ARMNSGA-III) is proposed for the UAVs’ flight path optimization. …”
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Impact of Sanctions on Industry Indices by E. A. Fedorova, A. R. Nevredinov

“…The research methodology is based on mathematical modeling using the BERTopic topic modeling algorithm. Four main topics of sanctions were identified: “Anti-sanctions policy and sanctions evasion”, “Western sanctions”, “Sanctions against industry-specific companies”, “Financial market”. …”
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Region and Sample Level Domain Adaptation for Unsupervised Infrared Target Detection in Aerial Remote Sensing Images by Lianmeng Jiao, Haifeng Wei, Quan Pan

“…Our algorithm achieves a good balance between accuracy and complexity.…”
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