Reinforcement Learning With Deep Features: A Dynamic Approach for Intrusion Detection in IoT Networks by Mohamad Khayat, Ezedin Barka, Mohamed Adel Serhani, Farag Sallabi, Khaled Shuaib, Heba M. Khater

“…The extracted feature sets were concatenated within a feature fusion layer that enabled efficient dimensionality reduction via principal component analysis. A hybrid optimization approach was also introduced for feature selection using green anaconda optimization and the chaotic learning osprey optimization algorithm. …”
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A METHODOLOGICAL APPROACH TO DESIGNING EXPERIMENTS WHEN DEALING WITH IDENTIFICATION TESTS FOR MEDICINAL PRODUCT COMPONENTS (AS ILLUSTRATED BY ASCORBIC ACID) by Yu. B. Purim, M. L. Kruglyakova, L. N. Bulanova, M. V. Agapkina, L. N. Stronova, T. N. Bokovikova, E. P. Gernikova

“…Conclusions: the analysis of the multi-component medicinal product helped to develop a methodological  approach to choosing qualitative reactions for identification testing of one of the medicinal product’s components  (e.g., ascorbic acid). The suggested algorithm includes the choice of reactions, determination of their sensitivity and applicability for a particular medicinal product, analysis of the other components’ effects on the results of the chemical reaction,  and the need for additional sample preparation.  …”
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A Cross-Sectional Analysis of Oil Pulling on YouTube Shorts by Jun Yaung, Sun Ha Park, Shahed Al Khalifah

“…While some benefits like halitosis reduction may have limited support, exaggerated or misleading claims may result in improper oral hygiene practices. …”
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Increasing comprehensiveness and reducing workload in a systematic review of complex interventions using automated machine learning by Olalekan A Uthman, Rachel Court, Jodie Enderby, Lena Al-Khudairy, Chidozie Nduka, Hema Mistry, GJ Melendez-Torres, Sian Taylor-Phillips, Aileen Clarke

“…The best-performing model was parallel CNN, yielding a 96.4% recall, as well as 99.1% precision, and a potential workload reduction of 89.9%. Future work and limitations We used words from the title and the abstract only. …”
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Efficacy of alpelisib with rational use of metformin in HR+/HER2- advanced breast cancer patients with <i>PIK3CA</i> mutations (m): retrospective analysis in routine practice of se... by D. A. Filonenko, R. V. Orlova, M. I. Gluzman, A. A. Vakhitova, A. Yu. Goryainova, K. S. Grechukhina, I. I. Bykonya, L. G. Zhukova

“…Pts were stratified to risk groups of HG based on the algorithm before starting ALP and received MET for prevention of HG. …”
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Risk-based Approach in Obtaining and Analysing the Characteristics of Baikal Skullcap Suspension Cultures by A. A. Shmarova, N. S. Pivovarova, O. N. Abrosimova

“…The plant's value becomes the cause of overexploitation of the skullcap subterranean parts, which leads to the reduction of the population distribution range and inappropriate conditions of collection and harvesting. …”
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Towards quantitative assessment of cerebrovascular autoregulation in human neonates using ultrafast ultrasound imaging by Nikan Fakhari, Julien Aguet, Alison Howell, Minh Nguyen, Luc Mertens, Lynn Crawford, Maelys Venet, Christoph Haller, David Barron, John G. Sled, Jérôme Baranger, Olivier Villemain

“…This study aims to use UPD combined with an algorithm for the discrimination of arteries and veins to monitor CAR during DH-CPB in neonates. …”
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Revised Harmonious Fuzzy Technique for Solving Fully Fuzzy Multi-Objective Linear Fractional Programming Problems by Maher A. Nawkhass

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METHODOLOGICAL FEASIBILITY OF TEST TECHNOLOGIES IN ASSESSING MEDICAL STUDENTS’ PROFICIENCY by Yu. Lysanets, H. Morokhovets, L. Ostrovska, T. Purdenko

“…The paper is focused on the issues associated with implementation of test assessment methods in the educational process of higher medical educational institutions. …”
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Efficient Reordering of Multiple Memory Operations in a Multithreaded Program by Ilya Andreev, Konstantin Vladimirov

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Fuzzy Self-tuning PI Controller for Field-weakening Control System of an Axial Flux Switching Permanent Magnet Motor by Hamid Radmanesh, Javad Rahmani Fard

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Leveraging Digital Library to Enhance Research and Learning Experience of College Students: An In-Depth Study by Chunying Yang

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A Colored Traveling Salesman Problem with Varying City Colors by Xianghu Meng, Jun Li, MengChu Zhou

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Assessment of the level of ICT development in the regions of Kazakhstan in the transition to Industry 4.0 by A. A. Kireyeva, M. T. Urdabayev, D. D. Yermekbayeva

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Are Labour Markets Segmented in Developing Economies? A Clustering Approach for Colombian Workers by David Arturo Rodriguez Guerrero, Jorge Eliecer Quintero

“…Using the FAMD-K-means algorithm we find three clusters: one comprises half the workforce, has workers with secondary education or vocational training, without labour contracts, and median earnings slightly above the minimum wage. …”
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Advanced intrusion detection in internet of things using graph attention networks by Aamir S. Ahanger, Sajad M. Khan, Faheem Masoodi, Ayodeji Olalekan Salau

“…IoT technology has been successfully applied across various sectors, including agriculture, supply chain management, education, healthcare, traffic control, and utility services. …”
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A Descriptive Analysis for the Future of Journalism Studies in Emerging Artificial Intelligence (AI) and the Case of NewsGPT platform by Muzafalu Katamba, Bahar Kayıhan

“…As a result of the study, it was revealed that the news on the NewsGPT platform has various problems such as bias and disinformation, and in this context, both algorithm journalism and journalism education should be rethought.…”
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Classroom Expression Recognition Based on Deep Learning by Yang Gao, Linyan Zhou, Jialiang He

“…In the field of education, classroom expression recognition technology has important application value. …”
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Estimation of the postmortem interval by non-linear programming in conditions of changing ambient temperature by G. V. Nedugov

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COMPUTED TOMOGRAPHY IN THE DIAGNOSIS OF LUNG DISEASES IN NEONATES AND INFANTS by N. A. Il’ina, I. E. Tyurin

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