LAVID: A Lightweight and Autonomous Smart Camera System for Urban Violence Detection and Geolocation by Mohammed Azzakhnini, Houda Saidi, Ahmed Azough, Hamid Tairi, Hassan Qjidaa

“…Our proposed system, named LAVID, is based on a depthwise separable convolution model (DSCNN) combined with a bidirectional long-short-term memory network (BiLSTM) and implemented on a lightweight smart camera. …”
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Exploring the effect of exchange coupling in (SrFe9.8Al2La0.2O19)1-x/(Co0.7Zn0.3Fe2O4)x nanocomposites synthesised by sol–gel auto combustion method by S.T. Abarna, R. Ezhil Vizhi

“…From the stroner-wholfrath model, the decrease in the remanence ratio below 0.5 concludes the crystallites are randomly oriented. …”
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Comparative Aspects of the Regulation of Cutaneous and Cerebral Microcirculation During Acute Blood Loss by I. A. Ryzhkov, Yu. V. Zarzhetsky, I. S. Novoderzhkina

“…An acute fixed-volume hemorrhage model was used. The target blood loss volume was 30% of the total blood volume (TBV). …”
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Major F plasmid clusters are linked with ColV and pUTI89-like marker genes in bloodstream isolates of Escherichia coli by Cameron J. Reid, Max L. Cummins, Steven P. Djordjevic

“…We also screened them for markers of ColV and pUTI89-like plasmids, F plasmid replicon sequence types (RST) and E. coli sequence types (ST) to understand how genetic features were related to plasmid clusters. Results Predicted F plasmids in BSI E. coli draft genomes were embedded within five major clusters based on a model of complete F plasmid sequences. …”
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Effect of Rainfall Pattern and Crack on the Stability of a Red Bed Slope: A Case Study in Yunnan Province by Zhenping Zhang, Xiaodong Fu, Qian Sheng, Dawei Yin, Yongqiang Zhou, Juehao Huang

“…One major tension crack was set in the shallow region of the silty clay according to the geology survey to perform the disturbance of excavation on the geomorphology of the slope. …”
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Parenteral and Oral Anticoagulant Treatment for Hospitalized and Post-Discharge COVID-19 Patients: A Systematic Review and Meta-Analysis by Rahajeng N Tunjungputri, Erpryta N Tetrasiwi, Nadia A Mulansari, Kuntjoro Harimurti, Erni J Nelwan

“…Dichotomous variables from individual studies were pooled by risk ratio (RR) and their 95% confidence interval (95% CI) using the random-effects model. Meta-analyses were performed when feasible. …”
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THEORETICAL ANALYSIS OF THE –ESSENCE OF PROFESSIONAL TRAINING OF FUTURE SPECIALISTS IN ANIMATION DESIGN by Dai Zhen

“…It will optimize the training of future professionals at a high level, who will be able to perform creative activities in an intercultural professional environment. …”
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HSE University’s “Media Sharks”: The Digital Music Record Label in a Classical University / «Media Sharks» НИУ ВШЭ — цифровое музыкальное издательство в классическом вузе... by EVPAK EVGENIYA G. / ЕВПАК Е.Г.

“…In the article, I elicit specific features of conceptualizing and starting-up the main operational cycle with Media Sharks record label, which has been founded at the Faculty of Communications, Media and Design at the HSE University. …”
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Medical history of thyroid cancer does not impair prognosis in non-metastatic breast cancer patients: an analysis study based on SEER database and external cohort by Shuai Li, Xiaosong Chen, Kunwei Shen

“…Chi-square test and multivariate logistic regression analysis were performed to describe the clinical features. Kaplan-Meier analysis and Cox proportional hazards model were used to compare the overall survival (OS) and breast cancer specific survival (BCSS).ResultsA total of 136,441 patients from the SEER cohort, 17,183 from the SEER API cohort, and 8,079 from the Ruijin cohort were enrolled, of whom 0.68%, 0.81%, and 1.06% had a medical history of thyroid gland cancer, respectively. …”
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Análisis del escenario de competición en fútbol prebenjamín: Un estudio de caso (Analysis of competition space in under 6’s football: A Case Study) by Abel Merino Orozco, Fernando Sabirón Sierra, Ana Arraiz Pérez

“…The model of professional sport leaks into the organizational dynamics. …”
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A comprehensive analysis of molecular characteristics of hot and cold tumor of gastric cancer by Chenxi Lv, Tianwei Chen, Jiangtao Li, Yuqiang Shan, Hong Zhou

“…Subsequently, 101 machine learning algorithm combinations were employed to construct a prognostic model based on the identified gene modules. Single-cell analysis was conducted to investigate cellular interactions associated with the immune-determinant gene module. …”
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Immune intrinsic escape signature stratifies prognosis, characterizes the tumor immune microenvironment, and identifies tumorigenic PPP1R8 in glioblastoma multiforme patients by Ran Du, Lijun Jing, Denggang Fu

“…Prognostic IERGs were identified through univariate Cox regression, and a multivariate Cox model was used to develop a prognostic signature. …”
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HBXIP suppression reduces cell proliferation and migration and its overexpression predicts poor prognosis in non-small-cell lung cancer by Yixuan Wang, Nan Li, Shuanlong Che, Tiefeng Jin, Junjie Piao, Shuangping Liu, Zhenhua Lin

“…The overall survival rates of all of the non-small-cell lung cancer patients were calculated using the Kaplan–Meier method, and univariate and multivariate analyses were performed using the Cox proportional hazards regression model. …”
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Instructional design of smart technology use in teacher digital educational environment by G. B. Sarzhanova, R. S. Bobesh, G. Zh. Smagulova, A. Turkel, N. B. Serikbayeva

“…The following categories of research methods were used to reach the goal set: 1) theoretical: cybernetics method, generalisation, analogy, abstraction, visualisation, modelling, and classification; 2) empirical: surveys and interviews techniques, as well as mathematical and statistical data analysis approaches. …”
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Development and validation of a fluency rating scale for Swiss German Sign Language by Tobias Haug, Nivja H. de Jong, Franz Holzknecht, Katja Tissi, Sandra Sidler-Miserez, Alessia Battisti, Regula Perrollaz, Sarah Ebling, Sabine Reinhard, Sarah Caminada

“…The annotated DSGS data were analyzed using different regression models to see how language background and preparation time for the tasks can predict aspects of fluency (e.g., number and duration of pauses). …”
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Design and Application of GISC Beijing Global Cache by Gu Wenjing, Guo Ping, Zhang Laien, Xue Lei, Han Xinqiang, Gao Feng, He Wenchun, Wang Huaile, Wang Peng, Wang Bo

“…The global cache leverages the message notification-driven global data active discovery technology inherent in MQTT (message queuing telemetry transport) protocol to establish a high-performance, low-latency, and highly available model for message collection and transmission. …”
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Integrated Object Detection and Communication for Synthetic Aperture Radar Images by Zhiping Xu, Deyin Xu, Lixiong Lin, Linqi Song, Dan Song, Yanglong Sun, Qiwang Chen

“…In the lightweight design, the model parameters of the proposed system can be reduced by up to 20%, with only a 2.22% sacrifice in performance.…”
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A Comparative Analysis of YOLOv9, YOLOv10, YOLOv11 for Smoke and Fire Detection by Eman H. Alkhammash

“…The results show that YOLOv11x delivers promising performance compared to other YOLO variants and models.…”
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InvarNet: Molecular property prediction via rotation invariant graph neural networks by Danyan Chen, Gaoxiang Duan, Dengbao Miao, Xiaoying Zheng, Yongxin Zhu

“…It reaches state-of-the-art performance on the Electronic Materials dataset and outperforms existing models on the R2 and alpha properties of the QM9 dataset. …”
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Deep projective prediction of building facade footprints from ALS point cloud by Hengming Dai, Jiabo Xu, Xiangyun Hu, Zhen Shu, Wei Ma, Zhifang Zhao

“…Meanwhile, we introduce a back-projective attention (BPAtt) module that guides the decoding process while performing differentiable projections, enhancing the model’s sensitivity to projected feature locations. …”
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