Search Results - data processing methods

Analysis of the microbiota of an experimental infected wound by A. Yu. Grigoryan, T. N. Kudryavtseva, E. S. Mishina, S. A. Efanov, V. V. Soroka, L. V. Zhilyaeva, A. I. Bezhin

“…Therefore, drugs not only should have a bactericidal effect on aerobic bacteria, as the most common cause of wound infection, but also be effective against anaerobic bacteria and exhibit fungicidal activity. The data regarding the correlation between pH and the level of wound contamination can be used to monitor the wound process.…”
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Development and validation of a hierarchical machine learning method using MALDI-TOF mass spectrometry for rapid SCCmec typing and PVL detection in MRSA: a multi-centre study by Tai-Han Lin, Ming-Jr Jian, Fujiko Mitsumoto-Kaseida, Norihito Kaku, Hsing-Yi Chung, Chih-Kai Chang, Cherng-Lih Perng, Yung-Chih Wang, Chih-Chien Wang, Yuan-Hao Chen, Katsunori Yanagihara, Hung-Sheng Shang

“…Automating hierarchical classifications effectively replaced labour-intensive PCR processes, reducing diagnostic complexity and resource use.Conclusions AI-CDSS is a scalable and efficient method for MRSA genotyping and PVL detection. …”
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A Meta-Learning-Based Ensemble Model for Explainable Alzheimer’s Disease Diagnosis by Fatima Hasan Al-bakri, Wan Mohd Yaakob Wan Bejuri, Mohamed Nasser Al-Andoli, Raja Rina Raja Ikram, Hui Min Khor, Zulkifli Tahir, The Alzheimer’s Disease Neuroimaging Initiative

“…Previous studies have relied on full-scale MRI, which increases unnecessary features, creating a “black-box” problem in current XAI models. <b>Methods:</b> This study proposes an explainable ensemble-based diagnostic framework trained on both clinical data and mid-slice axial MRI from the ADNI and OASIS datasets. …”
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Analysis of performance indicators of computer systems software on objects of special importance by V. V. Konobeevskikh, A. O. Efimov

“…There is an urgent task of evaluating the software of the physical protection system (SFZ) of an object of particular importance, while one of the main questions is which quality indicators to take into account and which methods to use when obtaining objective data, taking into account the specifics of the object of research and the need to increase anti-terrorist measures. …”
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Balanced Scorecard: Performance Measurement Of University Mediated By Student Loyalty by Novi Rukhviyanti

“…This research employs a quantitative method, and data is collected through questionnaires distributed to 118 students at Indonesia Mandiri University. …”
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Wet granulation method in the technology of 6,8-dimethyl-2-piperidinomethyl-2,3-dihydrothiazolo[2,3-F]xanthine tablets, which increases the detoxifying function of the liver by A. I. Petrakov, V. V. Sheikin, S. V. Krivoshchekov, A. M. Guryev, M. V. Belousov

“…However, during the development process, with an increase in batch volumes of tablet masses, insufficient completeness of loading of the tablet press matrix was revealed. …”
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Enhancing teaching and learning in health sciences education through the integration of Bloom's taxonomy and artificial intelligence by Nadia Hachoumi, Mohamed Eddabbah, Ahmed Rhassane El adib

“…A structured survey was administered to collect data on the AI pattern, efficacy, and frequency of usage among 181 health sciences students. …”
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Formation of a set of indicators to assess the effectiveness of functioning of urban public passenger transport by Yuliya А. Koleber, Sergey М. Mochalin

“…The goal is to form and substantiate a set of indicators (criteria) for evaluating the public urban land passenger transport system that would reflect the interests of each of the participants in the transport process. Methodology. The method of analysis and the method of data systematization are used. …”
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Machine learning-guided construction of an analytic kinetic energy functional for orbital free density functional theory by Sergei Manzhos, Johann Lüder, Pavlo Golub, Manabu Ihara

“…A hybrid Gaussian process regression—neural network method was used to understand the type of functional dependence of $\overline\tau$ on the features which contained cell-averaged terms of the 4th order gradient expansion and the product of the electron density and Kohn–Sham (KS) effective potential. …”
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CALCULATION OF THREE-LAYER LARGE DIAMETER PIPES ON THE PC «LIRA» by A. I. Bulgakov, R. I. Vishtalov, H. M. Muselemov, O. M. Ustarkhanov

“…The discrepancies between the data obtained are related to the rotation of the section along the radius of the pipe. …”
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First M87 Event Horizon Telescope Results. IV. Imaging the Central Supermassive Black Hole by The Event Horizon Telescope Collaboration, Kazunori Akiyama, Antxon Alberdi, Walter Alef, Keiichi Asada, Rebecca Azulay, Anne-Kathrin Baczko, David Ball, Mislav Baloković, John Barrett, Dan Bintley, Lindy Blackburn, Wilfred Boland, Katherine L. Bouman, Geoffrey C. Bower, Michael Bremer, Christiaan D. Brinkerink, Roger Brissenden, Silke Britzen, Avery E. Broderick, Dominique Broguiere, Thomas Bronzwaer, Do-Young Byun, John E. Carlstrom, Andrew Chael, Chi-kwan Chan, Shami Chatterjee, Koushik Chatterjee, Ming-Tang Chen, Yongjun Chen, Ilje Cho, Pierre Christian, John E. Conway, James M. Cordes, Geoffrey B. Crew, Yuzhu Cui, Jordy Davelaar, Mariafelicia De Laurentis, Roger Deane, Jessica Dempsey, Gregory Desvignes, Jason Dexter, Sheperd S. Doeleman, Ralph P. Eatough, Heino Falcke, Vincent L. Fish, Ed Fomalont, Raquel Fraga-Encinas, William T. Freeman, Per Friberg, Christian M. Fromm, José L. Gómez, Peter Galison, Charles F. Gammie, Roberto García, Olivier Gentaz, Boris Georgiev, Ciriaco Goddi, Roman Gold, Minfeng Gu, Mark Gurwell, Kazuhiro Hada, Michael H. Hecht, Ronald Hesper, Luis C. Ho, Paul Ho, Mareki Honma, Chih-Wei L. Huang, Lei Huang, David H. Hughes, Shiro Ikeda, Makoto Inoue, Sara Issaoun, David J. James, Buell T. Jannuzi, Michael Janssen, Britton Jeter, Wu Jiang, Michael D. Johnson, Svetlana Jorstad, Taehyun Jung, Mansour Karami, Ramesh Karuppusamy, Tomohisa Kawashima, Garrett K. Keating, Mark Kettenis, Jae-Young Kim, Junhan Kim, Jongsoo Kim, Motoki Kino, Jun Yi Koay, Patrick M. Koch, Shoko Koyama, Michael Kramer, Carsten Kramer, Thomas P. Krichbaum, Cheng-Yu Kuo, Tod R. Lauer, Sang-Sung Lee, Yan-Rong Li, Zhiyuan Li, Michael Lindqvist, Kuo Liu, Elisabetta Liuzzo, Wen-Ping Lo, Andrei P. Lobanov, Laurent Loinard, Colin Lonsdale, Ru-Sen Lu, Nicholas R. MacDonald, Jirong Mao, Sera Markoff, Daniel P. Marrone, Alan P. Marscher, Iván Martí-Vidal, Satoki Matsushita, Lynn D. Matthews, Lia Medeiros, Karl M. Menten, Yosuke Mizuno, Izumi Mizuno, James M. Moran, Kotaro Moriyama, Monika Moscibrodzka, Cornelia Müller, Hiroshi Nagai, Neil M. Nagar, Masanori Nakamura, Ramesh Narayan, Gopal Narayanan, Iniyan Natarajan, Roberto Neri, Chunchong Ni, Aristeidis Noutsos, Hiroki Okino, Héctor Olivares, Tomoaki Oyama, Feryal Özel, Daniel C. M. Palumbo, Nimesh Patel, Ue-Li Pen, Dominic W. Pesce, Vincent Piétu, Richard Plambeck, Aleksandar PopStefanija, Oliver Porth, Ben Prather, Jorge A. Preciado-López, Dimitrios Psaltis, Hung-Yi Pu, Venkatessh Ramakrishnan, Ramprasad Rao, Mark G. Rawlings, Alexander W. Raymond, Luciano Rezzolla, Bart Ripperda, Freek Roelofs, Alan Rogers, Eduardo Ros, Mel Rose, Arash Roshanineshat, Helge Rottmann, Alan L. Roy, Chet Ruszczyk, Benjamin R. Ryan, Kazi L. J. Rygl, Salvador Sánchez, David Sánchez-Arguelles, Mahito Sasada, Tuomas Savolainen, F. Peter Schloerb, Karl-Friedrich Schuster, Lijing Shao, Zhiqiang Shen, Des Small, Bong Won Sohn, Jason SooHoo, Fumie Tazaki, Paul Tiede, Remo P. J. Tilanus, Michael Titus, Kenji Toma, Pablo Torne, Tyler Trent, Sascha Trippe, Shuichiro Tsuda, Ilse van Bemmel, Huib Jan van Langevelde, Daniel R. van Rossum, Jan Wagner, John Wardle, Jonathan Weintroub, Norbert Wex, Robert Wharton, Maciek Wielgus, George N. Wong, Qingwen Wu, André Young, Ken Young, Ziri Younsi, Feng Yuan, Ye-Fei Yuan, J. Anton Zensus, Guangyao Zhao, Shan-Shan Zhao, Ziyan Zhu, Joseph R. Farah, Zheng Meyer-Zhao, Daniel Michalik, Andrew Nadolski, Hiroaki Nishioka, Nicolas Pradel, Rurik A. Primiani, Kamal Souccar, Laura Vertatschitsch, Paul Yamaguchi

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State Estimation of a Packed-Bed Reactor Using Ensemble Kalman Filter by Masatoshi Yoshida, Emrod Elisante, Atsushi Shouno, Toshiyuki Nonaka

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Monitoring the Quality of Financial Management of Governmental Bodies: Analytical and Management Aspects of Application by S. S. Alfimenko

“…This study considers the feasibility of including the results of assessing the quality of financial management of budget managers in the system of indexes for assessing the activities of executive bodies of state power of the Russian Federation constituent entity.The study is focused on distinctive features of monitoring the financial management quality of budget funds’ managers, which make it difficult to use for a sound judgment about the efficiency of the participants of the budget process. In the course of the study, an analysis was carried out by the method of comparison and correlation of Pearson using data from the following sources: the official website of the Committee of Finance of St. …”
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Using a Cloud-Based Electronic Signature System for Organizing Electronic Voting by V. А. Herasimau, М. А. Kazlouski

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Digital Storytelling and Brand Trust Drive Generation Z in Skincare Purchase Decisions by Maulana Aditya Alfian Noor, Rizky Aditya Wirayudha, Siska Ernawati Fatimah

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Dynamical Signatures of Trumpler 19: A Statistical and Photometric Perspective by A. H. Sheikh, Biman J. Medhi, Ram Sagar

“…We identified 810 cluster members using an ensemble-based unsupervised machine learning method applied to Gaia Data Release 3 astrometric data. …”
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INCREASING EFFICIENCY OF REPAIRING, MANUFACTURING AND OPERATION OF THE TPP FACILITIES BY TECHNOLOGY OF GAS-THERMAL COATING AND LASER SURFACE MELTING by O. E. Grachev, V. M. Neuimin, D. V. Nasteka

“…They coat the surface of an item being processed by way of melting the base and the adding material. …”
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Development of a database for efficient management of gas stations by Gulnara A. Gareeva, Aigul G. Faizullina, Zulfina Sh. Aglyamova, Yulia N. Burkhanova, Ruslan V. Spevakov

“…Traditional accounting and management methods are often inefficient, resulting in increased time spent on processing information and an increased likelihood of errors. …”
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Results of the Estimation of Biosimilarity of RinLiz^® (LLC «GEROPHARM», Russia) and Humalog^® (Lilly France, France) Using the Method of the Hyperinsulinemic E... by A. Yu. Mayorov, I. A. Fedotov, R. V. Drai, O. I. Avdeeva, I. E. Makarenko

“…Statistical data processing and presentation of the results was carried out using software packages R 3.4.2.Results and discussion. …”
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BOUNDARY ELEMENT DETERMINATION OF STRAIN UNIFORM DISTRIBUTION CONDITIONS IN FORGINGS PRODUCED UNDER BROACHING BY RADIAL ROLLING-IMPRESSION DIES by Armenak V. Vovchenko

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