Re-identification assistance and multi-stage association for pedestrian multi-object tracking by Ye Li, Li Zhan, Lei Wu, Hongkun Liu, Jianli Min, Xinzhong Wang

“…Abstract The main task of pedestrian multi-object tracking is to continuously detect and locate target pedestrians in a video sequence and complete inter-frame target association, which has broad application prospects in various fields such as intelligent surveillance and video analysis. …”
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The Design and Performance Investigation of a Split Four-Track Water-Jet Cleaning Robot for Steel Gate Panels by Zhenhua Duan, Guisheng Fang, Gaoping Shi, Heng Qian, Jiayi Cui, Junhao Zhang

“…Based on stable adsorption, wall adaptability, and movement ability, a split four-track cleaning robot was developed. …”
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Selection of location of radiators in a non-equivident antenna array by N. M. Legkiy, N. V. Mikheev

“…Phased antenna arrays (PAR), which make it possible to regulate the direction of radiation due to the ability to control the phases or phase differences of the emitted signal, are the most effective types of antennas. …”
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Load recognition method based on convolutional neural network and attention mechanism by ZHAO Yitao, LI Zhao, LIU Xinglong, LUO Zhao, WANG Gang, SHEN Xin

“…Secondly, the feature aggregation ability of CNN is improved by using squeeze-and-excitation network (SENet) attention mechanism to complete the feature extraction and load identification of U-I trajectory curves of different electrical appliances. …”
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CHOOSING RATIONAL TRACING PROCEDURE BY CONSTRUCTIVE CRITERION by Oleg Yu. Sisoev, Sergey S. Sokolov, Victor A. Tupik

“…The analysis of autorouter efficiency in the known CAD systems under structural and technological constraints is carried out. …”
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Further Clinical Validation of the Walking Impairment Questionnaire for Classification of Walking Performance in Patients with Peripheral Artery Disease by S. P. Sagar, P. M. Brown, D. T. Zelt, W. L. Pickett, J. E. Tranmer

“…The purpose of this study was to further validate the Walking Impairment Questionnaire (WIQ) as a self-report tool to aid in the clinical identification of walking ability of patients with peripheral artery disease (PAD). 132 patients with PAD and an ankle brachial index (ABI) ≤0.90 were enrolled; 123 provided complete data for the WIQ and standardized graded treadmill test. …”
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Responsible and Ethical Use of AI in Education: Are We Forcing a Square Peg into a Round Hole? by Alexander Amigud, David J. Pell

“…Against this need, this multiple-case study of fifty universities across eight countries examined institutional response to generative AI. The content analysis revealed apparent confusion and a lack of established best practices, as proposed actions varied widely, from complete bans on generated content to the development of custom AI assistants for students and faculty. …”
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An Improved Parameter-Adaptive Variational Mode Decomposition Method and Its Application in Fault Diagnosis of Rolling Bearings by Cuixing Li, Yongqiang Liu, Yingying Liao

“…Through the analysis of simulation data and experimental data, the performance of the IPAVMD and the traditional PAVMD is compared. …”
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On solving problems of operational forecasting of main pipeline weld joint quality by A. E. Filyakov, M. A. Sholokhov

“…This is achieved through monitoring and documenting welding procedures.Materials and Methods. The analysis of monitoring systems customized for manual, mechanized and automatic orbital welding has shown that the industry urgently needs systems that not only control and document the welding process, but also predict the quality of weld joints. …”
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HCMV-infected cells maintain efficient nucleotide excision repair of the viral genome while abrogating repair of the host genome. by John M O'Dowd, Anamaria G Zavala, Celeste J Brown, Toshio Mori, Elizabeth A Fortunato

“…Many viruses subvert the host cell's ability to mount and complete various DNA damage responses (DDRs) after infection. …”
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Reinforcement Learning Methods for Emulating Personality in a Game Environment by Georgios Liapis, Anna Vordou, Stavros Nikolaidis, Ioannis Vlahavas

“…Reinforcement learning (RL), a branch of artificial intelligence (AI), is becoming more popular in a variety of application fields such as games, workplaces, and behavioral analysis, due to its ability to model complex decision-making through interaction and feedback. …”
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Ensuring Cybersecurity in the Context of Digital Economy Development by I. A. Sheremet

“…The paper provides a detailed analysis of the main types of cyberattacks and outlines their potential impact on critical infrastructures of the digital economy. …”
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Combining real-world data with randomized controlled trials results in better information oncology decision making by T. A. Usmanova, E. V. Verbitskaya

“…Although the results of clinical trials have high internal validity, their generalizability, that is, the ability to transfer the results to a wide patient population, is limited. …”
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Effects of autologous dental pulp stem cells and mineral trioxide aggregate on exposed dogs’ dental pulp by Dalia K. Hemdan, Manar A. Selim, Rania A. Galhom, Mohamed H. El Daharawy, Hayam Y. Hassan

“…MTA induced the formation of an almost complete calcific bridge. DPSCs successfully regenerated the injured pulp and dentin. …”
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Pbaeg: combine-vulnerabilities AEG to defeat protection mechanisms by Yu Wang, Zhoujun Li, Yipeng Zhang

“…Finally, we also use docker to simulate the remote environment to test the ability of PBAEG to attack the remote environment. …”
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When It Rains, It Pours: Compounding Housing Issues and Precarity Among Disabled Adults in the United States, 2019–2022 by Chloe M. Sellers, Daniel S. Pasciuti, Madelief L. Tilder, Lauren B. Leeder, Raeda K. Anderson

“…The multi-decade housing crisis has emerged as a critical aspect of both the ability of individuals to remain housed within the community as well as a critical health concern that impacts the long-term well-being through the presence or absence of both physical space and facilities in the home. …”
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Association of kyphosis index with decreased physical function and cognitive domain in community-dwelling older adults: a cross-sectional study by Misa Nakamura, Masakazu Imaoka, Fumie Tazaki, Takanari Kubo, Tatsunori Murakami, Koichi Shimano, Masataka Ohki, Masayo Inoue, Mitsumasa Hida

“…Mediation analysis revealed a relationship between KI and language score; gait speed (indirect effect: −0.019, 95% CI: −0.039 to − 0.005) and 2-step value (indirect effect: −0.026, 95% CI: −0.051 to − 0.007) in complete mediation and grip strength (indirect effect: −0.014, 95% CI: −0.036 to − 0.001) in partial mediation. …”
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DPSCs modulate synovial macrophage polarization and efferocytosis via PINK1/Parkin-dependent mitophagy by Jinjin Ma, Xinyu Wang, Dalei Sun, Jiali Chen, Linyi Zhou, Kaiao Zou, Xinxin Ni, Hongting Jin, Jun Lin

“…Each group was assessed using techniques, including mRFP-GFP-LC3 lentivirus transfection, Mito-Tracker Red and Lyso-Tracker Green staining, transmission electron microscopy, and Western blot analysis. Furthermore, apoptotic primary neutrophils were co-cultured with polarized macrophages to observe the phagocytic ability of macrophages towards apoptotic primary neutrophils under different treatments in vitro. …”
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Comprehensive study of dental orthopedic morbidity in elderly people and the ways to eliminate it by N. S. Fedorova, R. A. Saleev, V. N. Viktorov, N. R. Saleev

“…The total number of patients with the first Kennedy subclasses (class 1-3) was 135 persons (33.1%), with the second subclasses – 69 persons (16.9%), with the third subclasses - 53 persons (13.0%). The analysis of dental prosthetic structures mounted in elderly patients showed that the total number of orthopedic structures amounted to 4,615 units, among which there were pin structures - 1,328 units (28.8%); the total number of artificial dental crowns was 1,662 units (36.0%); the total number of prosthetic bridges – 620 units (13.4%); removable laminar dentures in partial loss of teeth – 445 units (9.6%); clasp prostheses – 184 units (4.1%); removable laminar dentures in complete loss of teeth – 376 units (8.1%).Conclusions. …”
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Characteristics and formative mechanism of lacustrine deep-water gravity flow deposition: a case study of the Yanchang Formation in the Ordos Basin by Taping He, Wenju Wang, Xiaobin Xie, Ke Li, Qing Deng, Shuxian Li, Zhenwei Zhang, Zhou Yaoqi

“…Through systematic core observations, grain size analysis (including mean size, sorting, skewness and kurtosis), and sedimentary facies analysis, we identified four distinct gravity flow types: (1) sandy debris flows, (2) muddy debris flows, (3) turbidity currents, and (4) slumps. …”
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