Search Results - data processing methods

Estudio comparativo de clasificadores empleados en el diagnóstico de fallos de sistemas industriales // A comparative study of clasification methods used in the fault diagnosis of... by José Bernal-de Lázaro, Alberto Prieto-Moreno, Orestes Llanes-Santiago, Emilio García-Moreno

“…The four techniques are applied to historical data of the<br />known benchmark Tennessee Eastman industrial process. …”
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SpiNeRF: direct-trained spiking neural networks for efficient neural radiance field rendering by Xingting Yao, Xingting Yao, Qinghao Hu, Fei Zhou, Tielong Liu, Tielong Liu, Zitao Mo, Zeyu Zhu, Zeyu Zhu, Zhengyang Zhuge, Jian Cheng, Jian Cheng

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Spatial–Spectral Feature Fusion and Spectral Reconstruction of Multispectral LiDAR Point Clouds by Attention Mechanism by Guoqing Zhou, Haoxin Qi, Shuo Shi, Sifu Bi, Xingtao Tang, Wei Gong

“…However, the Titan MSL system encounters challenges of inconsistent spatial–spectral information due to its unique scanning and data saving method, restricting subsequent classification accuracy. …”
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Food security: state Financial support Measures for sustainable Development of Agriculture in Russian Regions by A. I. Borodin, I. Yu. Vygodchikova, E. I. Dzyuba, G. I. Panaedova

“…The authors extended the retrospective assessment of food security at the meso-level by ranking and clustering Russian regions using hierarchical analysis and a new data filtering algorithm. The hierarchical procedure is based on a system of mathematical filtering of data, which is fundamentally different from existing methods for analyzing hierarchies. …”
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Integral Methodology in Geospatial Researches by Eugene Nikolaevich Eremchenko, Vladimir Aleksandrovich Kolosov, Vladimir Sergeevich Tikunov

“…The possibility of using the integral method in spatial studies for the reduction of Big Data without losing their heuristic value is considered. …”
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Fast and intelligent detection of concrete cracks based on sound signals and convolutional neural network by Chunlei Ge, Yue Qin, Yue Qin, Kaizhong Xie, Zubiao Lu

“…IntroductionThe traditional crack detection method usually requires a tedious process of sensor installation and removal, which seriously affects the efficiency of concrete structure management and maintenance.MethodsFor this reason, this paper develops a fast concrete crack detection method based on percussion with an improved convolutional neural network (CNN). …”
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Stress strain state of double-layered ferrocement shells under the fire condition by A. V. Zhurtov, T. A. Khezhev, G. N. Khadzhishalapov, A. A. Kardanov, M. A. Shogentsukov

“…The solution is carried out by the finite element method in combination with the Newton-Raphson method. …”
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Application of 3D modeling in a personalized approach to bone osteosynthesis (A literature review) by A. S. Pankratov, Yu. V. Lartsev, A. A. Rubtsov, D. A. Ogurtsov, Yu. D. Kim, A. V. Shmel'kov, N. A. Knyazev

“…Three-dimensional printing opens up many opportunities for use in traumatology and orthopedics, because it takes into account personal characteristics of the patients. Modern methods of high-resolution medical imaging can process data to create threedimensional images for printing physical objects. …”
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Features of Recruitment: Intelligent Text Analysis of Resume and Vacancies by Irina L. Sizova

“…Natural Language Processing (NLP) algorithms, including topic modeling and clustering, were used to process the data, enabling the creation of two hierarchical taxonomies: 55 competency parameters and 423 groups of job responsibilities. …”
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Quality Control of Ethyl Alcohol Used as a Medicinal Product by Yu. V. Olefir, A. Yu. Khubieva, E. L. Kovaleva, L. I. Mit’kina, A. A. Struzhkova, E. V. Savin

“…The manufacturing process, the source (raw materials), and primary packaging materials dictate requirements for the quality of ethyl alcohol used in the pharmaceutical industry.The aim of the paper was to analyse how the quality of ethyl alcohol used as a component of medicinal products depends on the starting materials, production method and technology, intended use, and the choice of the primary packaging. …”
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Index analysis of differentiation of the Russian Federation regions on the basic indicators of innovation activity by S. G. Babich

“…The uneven socio-economic development of the constituent entities of the Russian Federation causes the preservation of regional differentiation in terms of the level of innovation activity. In the process of research, based on the index method, the constituent entities of the Russian Federation were grouped according to the main indicators of innovative development; the leading regions and lagging regions were identified according to the main characteristics of innovation activity. …”
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Poster as an Information Product in the System of Scholarly Communications by A. S. Krymskaya

“…The traditional structure of the poster is similar to the structure of a research article (introduction, methods, results, discussion) with the only difference – the poster presents these elements in compressed form, as well as in an abstract. …”
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Orbital Decay of the Ultra-hot Jupiter TOI-2109b: Tidal Constraints and Transit-timing Analysis by Jaime A. Alvarado-Montes, Mario Sucerquia, Jorge I. Zuluaga, Christian Schwab

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Changes in enterprise potential in a circular economy: A comparative analysis of EU countries in 2013 and 2020 by Paweł Dziekański, Łukasz Popławski, Martin Straka

“…We used the TOPSIS method to create synthetic measures. We collected the empirical data by the spatial distribution of EU countries (including Eastern Bloc countries). …”
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應用智慧型家教系統於國小學童閱讀策略 教學之學習歷程研究 A Study on the Learning Process of Applying an Autotutoring System to Teach Reading Strategies to Elementary School Children... by 陳茹玲 Ju-Ling Chen, 曾厚強 Hou-Chiang Tseng, 連啟舜 Chi-Shun Lien, 蔡旻穎 Min-Ying Tsai, 宋曜廷 Yao-Ting Sung

“…Furthermore, few studies have focused on elementary school students as primary subjects. Method This study conducted a two-factor mixed design to examine the learning processes and outcomes of students receiving reading strategy instruction. …”
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Software-architectural configuration of the multifunctional audio digital signal processor module for signal mediatesting of audio devices by A. V. Gevorsky, M. S. Kostin, K. A. Boikov

“…This will be used for testing audio devices in the following modes: routing of balanced and unbalanced audio channels according to the differential scheme Di-Box/R Di-Box; spatiotemporal and dynamic audio processing; three-band monochannel cross-separation with independent equalization; and correction of the frequency response of the audio channel with tracking notch auto-suppression of electro-acoustic positive feedback in a given spectral band.Methods. …”
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XSE-TomatoNet: An explainable AI based tomato leaf disease classification method using EfficientNetB0 with squeeze-and-excitation blocks and multi-scale feature fusion by Md Assaduzzaman, Prayma Bishshash, Md. Asraful Sharker Nirob, Ahmed Al Marouf, Jon G. Rokne, Reda Alhajj

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Business Valuation with Machine learning by P. S. Koklev

“…In particular, Comprehensive income was the most important item for accurate predictions. Robust methods of variable normalization and missing data imputation are also highlighted. …”
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Statistical and Machine Learning Classification Approaches to Predicting and Controlling Peak Temperatures During Friction Stir Welding (FSW) of Al-6061-T6 Alloys by Assad Anis, Muhammad Shakaib, Muhammad Sohail Hanif

“…This research work employed a novel approach by investigating the effect of FSW welding process parameters on peak temperatures through the implementation of finite element analysis (FEA), the Taguchi method, analysis of variance (ANOVA), and machine learning (ML) algorithms. …”
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Behavioral Biometrics in the European Union: Legal Challenges and Technological Prospects by B. Rakhmetov, K. Khaizabekov

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