A deep learning based intrusion detection system for CAN vehicle based on combination of triple attention mechanism and GGO algorithm by Hongwei Yang, Mehdi Effatparvar

“…The purpose of TAN here is to identify intrusion within 3 steps. Within the initial phase, the major features have been extracted, and TAN functions as a descriptor of feature. …”
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Use of rituximab in connective tissue disease-associated interstitial lung disease: a narrative review by Chenhao Xu, Zewei Xu, Jin Ren

“…It also discusses differential treatment responses based on disease characteristics and pathological subtypes, noting evidence that rituximab may be more effective as an initial treatment in some cases, though further investigation into long-term efficacy remains essential. …”
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Financial Interrelations of scenario Indicators of budget Forecasting with Indicators of the Federal budget of Russia by M. E. Kosov, E. K. Voronkova, A. Yu. Chalova

“…In particular, the article suggests that in the forecasting of basic scenario parameters to detail the accounting for the dynamics of world prices, the real effective exchange rate of the ruble, to optimize the selection of exchange rate factors, and to take into account the variability of exchange rate volatility. …”
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Is solastalgia associated with mental health problems? A scoping review by Ulrike Ehlert, Susanne Fischer, Alicia Vela Sandquist, Leonie Biele

“…Initially, only studies that quantitatively assessed solastalgia and used validated mental health measures were included. …”
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Structure and floristic composition of the vegetation undergoing ecological restoration in the Eastern Hills of Bogotá (Colombia) by Sandra Liliana Rojas-B.

“…The vegetation is in the initial to intermediate stages of secondary forest succession. …”
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SEMP-TA: A Novel Stock Market Prediction Approach Based on Stacking Ensemble Machine Learning for Effective Trend Analysis by Chanda Raj Kumar, S. Manikandan

“…The second step is trend prediction. The initial step in cleaning data is preprocessing, which includes tasks such as normalising data, identifying and discarding missing values, and selecting important features using cluster-based feature selection. …”
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Myelodysplastic syndrome diagnosed by genetic testing for hereditary cancer: a case report by Sarah Ridd, Larissa Peck, Aniket Bankar, George S. Charames, Jordan Lerner-Ellis, Radhika Mahajan, Peter J. B. Sabatini, Andrew Wong, Janet Malcolmson, Raymond H. Kim

“…This case demonstrates the potential to uncover hematologic disorders through hereditary cancer genetic testing, emphasizing the importance of careful results interpretation, multidisciplinary follow-up, and DNA source selection.…”
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A New Semisupervised-Entropy Framework of Hyperspectral Image Classification Based on Random Forest by Mengmeng Sun, Chunyang Wang, Shuangting Wang, Zongze Zhao, Xiao Li

“…The framework is composed of five parts: (1) random samples selection with (2) probabilistic output initial random forest classification processing based on the number of votes; (3) semisupervised classification, which is an improvement of the supervision classification of random forest based on the weighted entropy algorithm; (4) precision evaluation; and (5) a comparison with the traditional minimum distance classification and the support vector machine (SVM) classification. …”
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New directions for research in green public procurement: The challenge of inter-stakeholder tensions by P. Fraser Johnson, Robert D. Klassen

“…Public procurement also tends to heavily emphasize outcome-based specification practices that rely on traditional tendering for supplier selection, thereby stifling potentially innovative improvements. …”
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Preliminary study on the construction of a data privacy protection course based on a teaching-in-practice range by Zhe SUN, Hong NING, Lihua YIN, Binxing FANG

“…Since China’s Data Security Law, Personal Information Protection Law and related laws were formalized, demand for privacy protection technology talents has increased sharply, and data privacy protection courses have been gradually offered in the cyberspace security majors of various universities.Building on longstanding practices in data security research and teaching, the teaching team of “Academician Fang Binxing’s Experimental Class” (referred to as “Fang Class”) at Guangzhou University has proposed a teaching method for data privacy protection based on a teaching-in-practice range.In the selection of teaching course content, the teaching team selected eight typical key privacy protection techniques including anonymity model, differential privacy, searchable encryption, ciphertext computation, adversarial training, multimedia privacy protection, privacy policy conflict resolution, and privacy violation traceability.Besides, the corresponding teaching modules were designed, which were deployed in the teaching practice range for students to learn and train.Three teaching methods were designed, including the knowledge and application oriented teaching method which integrates theory and programming, the engineering practice oriented teaching method based on algorithm extension and adaptation, and the comprehensive practice oriented teaching method for practical application scenarios.Then the closed loop of “learning-doing-using” knowledge learning and application was realized.Through three years of privacy protection teaching practice, the “Fang class” has achieved remarkable results in cultivating students’ knowledge application ability, engineering practice ability and comprehensive innovation ability, which provided useful discussion for the construction of the initial course of data privacy protection.…”
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Dimensional analysis using toric ideals: primitive invariants. by Mark A Atherton, Ronald A Bates, Henry P Wynn

“…The method reveals some named invariants. A selection of computer algebra packages is used to show the considerable ease with which both a simple basis and a Graver basis can be found.…”
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Finite element analysis and structural optimization design of multifunctional robotic arm for garbage truck by Hainan Li, Yang Li

“…At the same time, considering performance indicators such as stiffness and strength, material selection, manufacturing errors, and cost constraints are set as constraints, and optimization is carried out using methods such as finite element analysis and topology optimization.ResultsAfter structural optimization, the overall mass of the objective function reached 64.39 kg after the 11th optimization, a decrease of about 14.28% compared to the initial 75.12 kg. …”
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On the association between SARS-COV-2 variants and COVID-19 mortality during the second wave of the pandemic in Europe by Katarzyna Jabłońska, Samuel Aballéa, Pascal Auquier, Mondher Toumi

“…Conclusions Our findings suggest that spread of a new variant of concern B.1.1.7 had a significant impact on mortality during the second wave of COVID-19 pandemic in Europe and that proportions of EU2 and B.1.1.7 variants were associated with increased mortality in the initial phase of that wave.…”
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Preparation and testing of buffered eye drops containing pilocarpine chloride with timolol maleate by Rakić Danijela, Antunović Mirjana

“…In glaucoma therapy β-blocator, timololmaleate, is the firsk-line medicine of selection, whereas a miotic, pilocarpine chloride, is one of the oldest medicines used for the treatment of this illness. …”
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Chronic hepatitis B in hospitalized rheumatologic patients: problems of screening and reactivation of infection by G. I. Gridneva, E. S. Aronova, B. S. Belov

“…HBV infection in patients with RD leads to significant difficulties in the selection of drug therapy, due to the risk of reactivation of the infection. …”
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Functional genomic approach to the study of biodiversitywithin Trichoderma by Monte E, Hermosa M R, Gonzalez F J, Rey M, Cardoza R E, Gutierrez S, Delgado Jarana J, Llobell A

“…The selected clone sequences were completed and cloned in appropriate vectors to initiate functional analysis by means of expression studies in homologous and heterologous systems.…”
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Elizabethkingia meningoseptica: Case report on an emerging pathogen and its associated treatment challenges by Fabrizio Tropea, David Fraulino, Jeffrey Aeschlimann, P. Rocco LaSala, Sonia Magano

“…E. meningoseptica displays a unique multi-drug resistant profile that often makes initial antimicrobial selection challenging. This case illustrates the importance of early detection and use of in vitro susceptibility testing to guide therapeutic decision-making in E. meningoseptica infections; a pathogen known to have both high morbidity and mortality particularly in the immunocompromised.…”
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Vaginal Mesh Kits for Pelvic Organ Prolapse, Friend or Foe: A Comprehensive Review by Robert D. Moore, John R. Miklos

“…We need to have further investigation on proper patient selection, we must continue research on graft composition, and we must continue to develop techniques to minimize complications of needle passage or mesh placement. …”
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Power and predictive accuracy of polygenic risk scores. by Frank Dudbridge

“…Polygenic scores have recently been used to summarise genetic effects among an ensemble of markers that do not individually achieve significance in a large-scale association study. Markers are selected using an initial training sample and used to construct a score in an independent replication sample by forming the weighted sum of associated alleles within each subject. …”
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A Comprehensive Approach to Rustc Optimization Vulnerability Detection in Industrial Control Systems by Kaifeng Xie, Jinjing Wan, Lifeng Chen, Yi Wang

“…Furthermore, the targeted fuzzing strategy is enhanced by designing seed queues and selection algorithms that consider the correlation between optimization areas. …”
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