BERT-based network for intrusion detection system by Yong Yang, Xing Peng

“…After feature extraction is completed, we further perform classification using a classifier based on a bidirectional gated recurrent unit (GRU) network, which is able to efficiently process sequence data and reduce computational complexity while capturing temporal dependencies in the sequences. …”
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Discrepancies in tuberculosis burden estimates: North Korean defectors vs. official reports by Inho Jang, Heesang Han, Seungcheol Lee, Hyeongyeong Jeong, Rugyeom Lee, Yedham Kang, In-Hwan Oh, Seung Heon Lee, Seung Heon Lee

“…The proportion of extrapulmonary TB in NKDs was 36–46%, similar to South Korean patterns. The estimated and reported multidrug-resistant TB rates in NKDs were higher than in the control group, highlighting potential underreporting in North Korean data.ConclusionThere were large gaps in TB prevalence between NKD and native North Korean residents and between the estimated and reported TB burden within North Korea. …”
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Language-Based Engineering Considering the Trade-off among Words in Design Reflecting User’s Emotion by Nobuhisa KATSUMATA, Sonosuke HARADA, So FUKUHARA, Masao ARAKAWA, Shogo NAKAO, Masahiko FUJIWARA

“…We analyzed the relationship between user ratings and design elements using Quantification Theory Type I and created a database of these relationships. …”
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Diphtheria and its prevention by Ryabenko Yu.N., Ryabenko E.B.

“…The article analyzes statistical data on the incidence of diphtheria in the Russia at the end of the XX and the beginning of XXI century, provides absolute and relative intensive incidence rates in the country level, examines the patterns of the epidemic process, and defines the role of population antitoxic postvaccination immunity in the prevention of this infection. …”
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Pleural mesothelioma incidence and use of systemic treatment decreased during the COVID-19 pandemic in The Netherlands by Illaa Smesseim, Li-Anne H. Douma, Jacobus A. Burgers, Ronald A. M. Damhuis

“…Incidence, treatment patterns, and survival rates were analyzed using statistical methods, including Kruskal–Wallis and log-rank tests. …”
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Molecular epidemiology of <i>Pseudomonas aeruginosa</i> in intensive care units by Demet Timur, Mustafa Ömür Parkan, Esma Gündüz Kaya

“…It was found that antibiotic susceptibility patterns of some clonally related isolates were similar. …”
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Features of the functioning of regional airports in the context of the development of the Russian air transportation market by I. N. Rykova, A. A. Alaev, R. S. Gubanov

“…The applied methods of monographic and economic-statistical analysis, rating assessment provided the identification of patterns of changes in the results of airport operations. …”
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Does rail transit access affect firm dynamics? Analysis of firm births and closures in Maryland, USA by Basheer Saeed, Hiroyuki Iseki

“…From 1991 to 2009, areas within close proximity to passenger rail stations in Maryland experienced a wide range of rates of growth in firm density, depending on the year of station opening. …”
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A dynamic early warning model based on LSTM-AM for property-based elderly care resource shortages in urban-rural integrated counties in China by Qingheng Sun

“…Traditional early warning models struggle to dynamically capture the supply-demand fluctuation patterns of property-based elderly care resources. …”
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The thermal stress response of Aedes aegypti and Aedes albopictus when exposed to rapid temperature changes by Hunter O. Covey, Randall Wilson, Yaizeth Gurrola-Mares, Joseph R. McMillan, Corey L. Brelsfoard

“…Respiration rates as a measure of thermal stress varied with rearing conditions and exposure temperatures, with notable declines observed as exposure temperatures increased. …”
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Breaking the Standard: Can Oxford Nanopore Technologies Sequencing Compete With Illumina in Protistan Amplicon Studies? by Dana Bludau, Guido Sieber, Manan Shah, Aman Deep, Jens Boenigk, Daniela Beisser

“…While Illumina still dominates the sequencing market and offers high accuracy with low error rates, it is limited by shorter read lengths. ONT provides much longer reads, allowing for greater taxonomic resolution but at the cost of higher error rates. …”
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Excess and reduced work absence during COVID-19 in Poland: insights from cause-specific time-series models by Błażej Łyszczarz, Jakub Wojtasik

“…Results We observed notable deviations in work absence rates during the pandemic period (until the end of Q1-2022). …”
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Occupation, displacement, and violence in the West Bank: A retrospective analysis of data from 2014-2024. by Sarah Aly, Fatima Mossolem, Ayeh Khalil, Tushara Surapaneni, Abd Al-Rahman Traboulsi, Waleed Aldadah, Eleanor Reid, Shakoor Hajat

“…Refugee camps had increased death rates: IRR = 7.91 (5.26, 11.89; p < 0.0001) compared to non-refugee camp populations. …”
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Osseointegration potential of boron-coated titanium alloy pedicle screw in rabbit spine model by Hidir Ozer, Mehdi Hekimoğlu, Ibrahim Kulac, Ozgur Can Eren, Yeliz Kasko Arici, Haydar Çelik, Ali Fahir Ozer

“…This study aimed to achieve better osseointegration rates by utilizing the ability of boron compounds to transform stem cells in the vertebra into osteoblasts. …”
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Distributed Robust Low-Carbon Economic Dispatch of Power Systems Considering Extreme Scenarios by HU Heng, QIN Jianru, LI Haibo, LIU Jiefeng

“…[Results] Case studies on an improved IEEE 39-node system using the column-and-constraint generation （C&amp;CG） algorithm demonstrate that， compared with traditional deterministic and DRO models based on typical scenarios， the proposed approach increases scheduling costs by 7.11% and 14.37% respectively， but reduces renewable curtailment rates by 8.28% and 34.65%， and load shedding rates by 8.19% and 33.32%. …”
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Electroencephalographic (EEG) analysis of hue perception differences between art and non-art majors: insights from the P2 and P3 components by Liting Song, Guanghui Zhang, Johanna Silvennoinen, Fengyu Cong

“…Participants completed color perception tasks involving cool, warm, and neutral hues while EEG data were recorded with a 65-electrode system. Behavioral ratings and ERP components (P2 and P3) were analyzed, supplemented by decoding analysis to uncover neural processing patterns. …”
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Depression among older adults in Norway 1995-2019: Time trends, correlates, and future projections in a population study: The HUNT study. by Maria Lage Barca, Eivind Aakhus, Ellen Melbye Langballe, Thomas Hansen, Ragnhild Holmberg Aunsmo, Geir Selbæk, Steinar Krokstad, Bjørn Heine Strand

“…<h4>Objectives</h4>To investigate patterns and correlates of depression among Norwegian older adults (age 70+), 1995-2019, and estimate the number of older adults with depression by 2050.…”
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Data-Driven Insights into LEED Certification Trends: Saudi Arabia's Path to Sustainability by Hala Sirror, Zeinab Alhassan, Malathe Hamid

“…It analyzes trends over the past decade, focusing on certification growth, building types, rating levels (Certified, Silver, Gold, Platinum), and regional distribution. …”
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Verbal fluency tests reliability in a Brazilian multicentric study, ELSA-Brasil by Valéria Maria de Azeredo Passos, Luana Giatti, Sandhi Maria Barreto, Roberta Carvalho Figueiredo, Paulo Caramelli, Isabela Benseñor, Maria de Jesus Mendes da Fonseca, Nagela Valadão Cade, Alessandra Carvalho Goulart, Maria Angélica Nunes, Márcia Guimarães de Mello Alves, Ana Angélica Martins da Trindade

“…Intraclass correlation coefficient ratings reliability and Bland-Altman plot examined patterns of ratings disagreement. …”
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Potential role of a cognitive rehabilitation program following left temporal lobe epilepsy surgery by Camila de Vasconcelos Geraldi, Sara Escorsi-Rosset, Pamela Thompson, Ana C. Gargaro Silva, Américo Ceiki Sakamoto

“…Changes in fMRI activation patterns were seen in the rehabilitation group over the long term. …”
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