Enhancing safety with an AI-empowered assessment and monitoring system for BSL-3 facilities by Yi-Ling Fan, Ching-Han Hsu, Ju-Yu Wu, Ying-Ying Tsai, Wei J. Chen, Min-Shi Lee, Fang-Rong Hsu, Lun-De Liao

“…Results: The external detection system was trained on a dataset consisting of 4112 images divided into 15 PPE compliance classes. …”
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Deep Learning Image Classification Rontgen Dada pada Kasus Covid-19 Menggunakan Algoritma Convolutional Neural Network by Leni Anggraini Susanti, Agus Mohamad Soleh, Bagus Sartono

“…The dataset comprised 21,165 images, with a division of 10% for testing and 90% divided into training data (80%) and validation data (20%). …”
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Perbandingan Kinerja Inception- Resnetv2, Xception, Inception-v3, dan Resnet50 pada Gambar Bentuk Wajah by Fitriana Masruroh, Bayu Surarso, Budi Warsito

“…The dataset used is 4500 images divided into five classes heart, long, oblong, square, round. …”
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Genomic epidemiology and antimicrobial resistance of Morganella clinical isolates between 2016 and 2023 by Wentao Zhu, Qian Liu, Jinlv Liu, Jinlv Liu, Yaqi Wang, Yaqi Wang, Hong Shen, Ming Wei, Ji Pu, Li Gu, Jing Yang, Jing Yang, Jing Yang

“…The identified 80 AMR genes belonged to 15 drug-related classes, with tet(B) gene being the most prevalent, followed by sul1, catA2, and sul2 genes. …”
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Clinical Study of Repetitive Transcranial Magnetic Stimulation Combined with Social Rehabilitation Training on Children with Attention Deficit Hyperactivity Disorder by JING Xinli, ZHU Min, NIU Yujia

“…The PEERS social rehabilitation training course consisted of 6 parts: communication, information interaction, game initiation, self-initiative, disagreement resolution and social pragmatics, which had 12 classes, 50 minutes per session, once a week, for 12 weeks. …”
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The effect of core stabilization exercises and shock wave therapy in patients with radiculopathy by J. Bubelis

“…The subjects were randomly divided into two groups of 20 subjects in each group; Group I had a cycle of spinal stabilization exercises, and Group II had a cycle of spinal stabilization exercises and shock wave therapy sessions. …”
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Genome analysis of colistin-resistant Salmonella isolates from human sources in Guizhou of southwestern China, 2019–2023 by Jingtong Wu, Yongxian Wen, Lv You, Xiaoyu Wei, Xiaoyu Wei, Junhua Wang, Ge Zhu, Shijun Li

“…To further evaluate the molecular epidemiology, the CL-R Salmonella isolates underwent whole-genome sequencing (WGS) analysis followed by bioinformatic analysis.ResultsA total of 43 CL-R isolates (4.6%) were identified from 933 Salmonella isolates, of which 39 isolates being MDR (resistance to three or more classes of antimicrobials). …”
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BIJAKAWEB: Platform Berbasis Web Untuk Deteksi Hate Speech Pada Komentar Berita Bahasa Indonesia by Moh. Firdaus, Permata Nur Miftahur Rizki

“…The research process began by scraping over 15,000 comment data from news portals using Python libraries, followed by manually labeling the comments into two categories: "Hate" and "Non-Hate." A total of 11,478 labeled data points were obtained, which were divided into two balanced classes. …”
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Analisis Sentimen Kebijakan Penerapan Kurikulum Merdeka Sekolah Dasar dan Sekolah Menengah pada Media Sosial Twitter dengan Menggunakan Metode Word Embedding dan Long Short Term Me... by Alif Rizal Maulana, Satrio Hadi Wijoyo, Yusi Tyroni Mursityo

“…The results of data collection were 455 opinions divided into three sentiment classes, namely Negative, Neutral and Positive. …”
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European Beech (Fagus sylvatica L.): Quasi-Virgin Forest Stand of the Gorgany Mts.: Structure, Vascular Plants Diversity, Health Conditions by Yuriy Shparyk, Ivan Danylyk, Oleksandr Kuzyarin, Ivan Senchak, Nazar Kruk

“…It has been established that the 190-year-old beech quasi-virgin forests of Gorgan are 3-storeyed spruce-fir-beech (Norway spruce – Silver fir – European beech) primary uneven-aged stands with the following parameters: high productivity; normal number of trees; a large stock of growing timber; a low stock of dead-standing trees; a significant stock of dead down trees; a large proportion of trees with damaged crowns; close to the average values of IUFRO classes; successful natural regeneration. …”
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On Presented Dimensions of Modules and Rings by Dexu Zhou, Zhiwei Gong

“…We also make a comparison of the right global dimension, the weak global dimension, and the presented dimension and divide rings into four classes according to these dimensions.…”
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Quels regards les enseignants de lycée professionnel portent-ils sur la poursuite d’études en première année de licence de leurs élèves ? by Charlotte Pourcelot

“…The Multiple Correspondence Analysis (MCA) made it possible to divide the population into three classes.…”
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Multi-scale outlier mining algorithm for stateless communication data under IPv6 remote monitoring network by Kun LIU, Xiaohan ZHANG, Rukun CAO, Shuai LI

“…In order to accurately mine outliers and reduce the impact of outliers on communication data, a multi-scale outlier mining algorithm for stateless communication data in IPv6 remote monitoring network was investigated.The stateless communication data were obtained through an IPv6 remote monitoring network, and based on the seasonality, trend, and self-similarity characteristics of the extracted stateless communication data, the Fourier transform was used to divide the stateless communication data into two classes.Then, the K-mean method was used to cluster the two classes to determine the neighborhood of the stateless communication data, which was used as the basis for outlier mining using a convolutional neural network on the stateless communication data.The convolutional neural network was initialized, and according to the output value of the convolutional neural network, it was determined whether the network met the stopping condition.The operation steps of the convolutional neural network were repeated, all the outlier points were mined, and the multi-scale outlier mining of stateless communication data was achieved.The experimental results showed that the fewer the number of stateless communication data categories, the higher the mining efficiency; the proposed method can accurately mine the number of multiscale outliers of stateless communication data in IPv6 remote monitoring network and accurately analyze the reasons for the outliers.…”
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Behavior-oriented inside network security situation modeling and analysis by Cheng ZHU, Jia-jia MIAO, Han-dong MAO

“…According to the situation awareness theory as well as the characteristics of the inside network security,a PMDV model for behavior-oriented inside network security situation modeling by dividing the inside network space into physical domain,information domain and social domain was proposed.A sound base for situation modeling of inside network security,which classified the entities inside the network space into the following 4 classes:person(P),machine(M),data(D) and virtual agent(V),was provided and the core element “behavior” in situation model with the interactions between different PMDV entities was defined.The structure and implementation guideline of the situation analysis platform based on PMDV model were also presented and studied.…”
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Link-disjoint routing algorithm under multiple additive QoS constraints by XIONG Ke1, QIU Zheng-ding1, ZHANG Yu1, ZHANG Hong-ke3

“…The problem of finding link-disjoint paths under multiple additive QoS constraints was studied.Since the existing algorithms depended on network’s structure and could not guarantee to find feasible solutions for arbitrary net-works,a novel algorithm called multiple constrained link-disjoint path routing algorithm（MCLPRA） was proposed.MCLPRA was based on SAMCRA and didn’t rely on the network’s structure.By introducing the parameter to control its search depth,dividing the solution space into different classes and performing searching according to the classes respectively,MCLPRA was able to obtain the feasible solutions for arbitrary networks.Theoretic analysis shows that MCLPRA can get the feasible and optimal solutions when traditional schemes can not.Comprehensive simulations also show that MCLPRA has better performances than existing algorithms in terms of higher average successful rate of getting feasible solutions with shorter average total length of the obtained path pair.…”
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Canonization of graphs during transistor circuits decompilation by D. I. Cheremisinov, L. D. Cheremisinova

“…Graph based methods and software tools are proposed for recognizing topologically equivalent transistor circuits, which makes it possible to divide the set of subcircuits into topologically equivalent classes. …”
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Assessment of Digital Marketing Management in Companies by T. D. Kolodnik

“…It is proposed to divide the performance indicators of digital marketing communications into strategic, analytical and operational, and combine them into the classes in accordance with the methods. …”
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Mathematical Model of Human Papillomavirus (HPV) Dynamics With Double-Dose Vaccination and Its Impact on Cervical Cancer by Henok Desalegn Desta, Getachew Teshome Tilahun, Tariku Merga Tolasa, Mulugeta Geremew Geleso

“…The model divides the population into six classes: susceptible individuals St, first vaccinated individuals Vt, permanently immunized individuals Pt, HPV-infected individuals IHPVt, HPV-infected individuals with cervical cancer Ct, and recovered individuals Rt. …”
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Eosinophils: old cells, new directions by Alejandra Sanchez Santos, Iovanna Socorro Avila, Helena Galvan Fernandez, Sara Cazorla Rivero, Sara Cazorla Rivero, Angelina Lemes Castellano, Carlos Cabrera Lopez

“…The objective of this review is to provide a comprehensive analysis of eosinophils, by recent findings that divide this cell line into two distinct populations with different functions and purposes.…”
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Evaluation of Electric Vehicle-Dependent Strategy in Addis Ababa, Ethiopia Transport System by Tesfamichael Chala Eticha, Yonas Minalu Emagnu

“…This paper assesses the transport system of Addis Ababa, Ethiopia, taking factors such as the number of vehicles, roadway width, speed of vehicles, longitudinal grade, and proportion of both fuel and electrical vehicles by dividing vehicles into seven classes, namely, car, minibus, small bus, coach, small truck, heavy truck, and truck trailer, to determine CO2 emission, CO emission fuel consumption, and electric consumption in addition to the percent to replace ICE vehicles. …”
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