Search Results - data processing methods

Determination of filtration area parameters under conditions of intermittent water withdrawal by I. A. Sharov, N. V. Fisun

“…The conclusion is formulated about the possible causes of significant fluctuations in the water transmissivity coefficient when processing experimental filtration data, as well as about the possibility of using this method when processing such data.Conclusion. …”
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IT Parkinson’s Disease Diagnostics Based on the Freezing of Gait Analysis Using Long Short Term Memory Neural Network by U. A. Vishniakou, Xia YiWei

“…An analysis of methods for processing data from gait deceleration sensors for detecting Parkinson’s disease and a description of the development of a Parkinson’s recognition system based on neural networks with long short term memory (LSTM) are performed. …”
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Neural models in diagnostics of the financial result of housing and utility enterprises by I. P. Kurochkina, I. I. Kalinin, L. A. Mamatova, E. B. Shuvalova

“…The  neural network  modeling methodology allows you to create models that have  several advantages:  learning ability  (they  adapt  to various  changes);  universality  (able  to solve a wide  range of data analysis and processing tasks);  speed (process various  data  in  parallel  mode);  ease  of use (easy  to operate  after training);  fault  tolerance  (resistant  to local  damage  to the  neural network  structure and external  noise).One of the main  tasks that neural networks  successfully solve is the problem of classification  – the assignment  of the sample  to one or several predefined classes. …”
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Hybrid Prediction Model of Burn-Through Point Temperature with Color Temperature Information from Cross-Sectional Frame at Discharge End by Mengxin Zhao, Yinghua Fan, Jing Ge, Xinzhe Hao, Caili Wu, Xian Ma, Sheng Du

“…The proposed method can provide an effective reference for decision-making and for the optimization of operating parameters in the sintering process.…”
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Using Artificial Intelligence in Employment: Problems and Prospects of Legal Regulation by D. A. Novikov

“…As for the problem of applicants’ personal data protection when using artificial intelligence for hiring, the author proposes to solve it by supplementing the labor legislation with norms that enshrine the requirements for transparency and consistency in the collection, processing and storage of information when using generative algorithms. …”
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PCA Weight Determination-Based InSAR Baseline Optimization Method: A Case Study of the HaiKou Phosphate Mining Area in Kunming, Yunnan Province, China by Weimeng Xu, Jingchun Zhou, Jinliang Wang, Huihui Mei, Xianjun Ou, Baixuan Li

“…In InSAR processing, optimizing baselines by selecting appropriate interferometric pairs is crucial for ensuring interferogram quality and improving InSAR monitoring accuracy. …”
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Peculiarities of changes of psychophysiological functions, state of human adaptive capacity and stress resistance of students of higher medical institutions by S.I.  Kalashchenko

“…Statistical analysis of the data was performed to establish correlations between psychophysiological indicators of short-term memory and functional mobility of nervous processes  (Spearman's rank correlation index). …”
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The smart village concept from 1.0 to 4.0 in the context of ICT entrepreneurship development in the Polish villages by Hanna Godlewska-Majkowska, Agnieszka Komor, Patrycjusz Zarębski

“…We used methods of cartographic presentation of data on the share of technology enterprises (Section J 62) and support enterprises (Section J63) in the total number of enterprises in rural areas in Poland, as well as changes in the share of these companies in Poland in 2012-2023. …”
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Changes in University Teacher’s Pedagogical Activity in the Context of Digitalization of Education by I. S. Batrakova, E. N. Glubokova, S. A. Pisareva, A. P. Tryapitsyna

“…The purpose of this article is to consider the changes in university teacher’s pedagogical activity in the conditions of a rapid transformation of higher education and propose a theoretical and empirical substantiation of the importance of teacher’s understanding of the value-semantic attitude to pedagogical activity, which is not limited only to mastering digital competencies, but consists in mastering pedagogical knowledge that allows you to critically analyze the productivity of modern educational strategies and methods.The conducted research was based on the methodology of post-non-classical science, which implies the widespread use of qualitative research methods that reflect the convergence of explanatory and interpretative research approaches, the use of representations, opinions, attitudes, and values of the research participants as full data.The article describes the results of studying the university teachers’ attitude to changes, the value orientations of the ongoing changes, as well as the main difficulties faced by university teachers in the context of digitalization of education – the design of educational and training programs, modern educational and methodological complex, the organization of productive self-directed work and communication with students in the educational process.The main directions of overcoming the identified difficulties are given – the construction of flexible curricula within the framework of the Federal State Educational Standard of Higher Education, the development of the digital educational environment of the university and updating the content of the professional development programs for teaching staff. …”
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Packet Delivery Maximization Using Deep Reinforcement Learning-Based Transmission Scheduling for Industrial Cognitive Radio Systems by Pham Duy Thanh, Tran Nhut Khai Hoan, Hoang Thi Huong Giang, Insoo Koo

“…The solar-powered cognitive access points (CAPs) were deployed to improve the network performance by opportunistically allocating the primary channels to the devices for data transmissions. Firstly, we formulate the scheduling problem of long-term throughput maximization as a framework of a Markov decision process with the constraints of the minimum delay, the number of required ISM channels, and the harvested energy at the CAPs. …”
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Mifu-ER: Modality Quality Index-Based Incremental Fusion for Emotion Recognition by Sun-Hee Kim

“…Mifu-ER integrates three aspects: i) application of the sliding window method to ensure fast processing speed and a sufficient training dataset, ii) incremental fusion of physiological data by finding the MQI between modalities on the segmented dataset, and iii) emotion recognition by applying the fused multimodal dataset to the temporal convolution network (TCN) learning model. …”
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Agglomerations of The Stavropol Region: Comparison of Spatial and Demographic Dynamics by V. M. Eshrokov, A. A. Cherkasov, N. V. Sopnev

“…At the present stage, demographic processes in the Stavropol Krai most intensively occur within the “borders” of the represented agglomerations; migration processes are observed leading to the population being drawn into the centers of agglomerations, which increases their role in the settlement system.The purpose of this study is to compare the spatial and demographic dynamics of agglomerations in the Stavropol Krai, highlighting common features in demographic processes and features characteristic of each agglomeration.Materials and research methods. …”
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DMP-KDO-PCLoSA: a LiDAR point cloud visibility analysis method for urban remote sensing using depth map projection and KNN optimization by Jianghong Zhao, Yihong Zhang, Ailin Xu, Xueqing Zhang, Yingyi Zhang, Shuhan Guo

“…Accurate line-of-sight (LoS) analysis in LiDAR point clouds is vital for urban remote sensing and geospatial applications, yet sparse and occluded data challenge reliability. We propose DMP-KDO-PCLoSA, a novel method integrating Depth Map Projection (DMP) with K-Nearest Neighbour Depth Optimization (KDO), featuring a Variable Correction Threshold (VCTS) for adaptive depth refinement. …”
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Acute Events in Primary Health Care Settings: An Analysis of Advanced Practice Competencies in Nursing Consultations in Brazil by Marília Orlandelli Carrer, Letícia Yamawaka deAlmeida, Andrea Liliana Vesga‐Varela, Daiana Bonfim, Patrícia Aline deAlmeida, Carla Pereira Barreto, Nayara Vilela deFarias Serranegra, Keila Gisele Lima Reis, Claudia Santos Martiniano, Manoel Vieira Miranda Neto

“…Design A multicenter, exploratory, cross‐sectional study employing both quantitative and qualitative analysis. Methods Data were collected through direct non‐participatory observations (film footage of nursing consultations) and medical record analysis. …”
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A hybrid elastic-hyperelastic approach for simulating soft tactile sensors by Berith Atemoztli De la Cruz Sánchez, Jean-Philippe Roberge

“…Efficient robotic grasping increasingly relies on artificial intelligence (AI) and tactile sensing technologies, which necessitate the acquisition of substantial data—a task that can often prove challenging. Consequently, the alternative of generating tactile data through precise and efficient simulations is becoming increasingly appealing. …”
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Research Dissemination Strategies in Pediatric Emergency Care Using a Professional Twitter (X) Account: A Mixed Methods Developmental Study of a Logic Model Framework by Gwendolyn C Hooley, Julia N Magana, Jason M Woods, Shyam Sivasankar, Lauren VonHoltz, Anita R Schmidt, Todd P Chang, Michelle Lin

“…Together, these were then prioritized by consensus to elucidate key developmental events that enhanced both social media and scientific engagement. This process was informed by quantitative data from Twitter performance metrics and Altmetric Attention Scores for journal publications collected over a 39-month period. …”
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Determination of the positioning accuracy of industrial manipulators using a digital photo/video camera by N. V. Norkina, F. A. Mevis

“…One of the promising areas is the use of digital technology with subsequent processing of data on the computer. Materials and methods of research. …”
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Kinetic Investigation of the Asymmetric Hydrogenation of Benzylphenylephrone in Continuous Flow by Maurice Moll, Björn Wängler, Carmen Wängler, Thorsten Röder

“…However, traditional production methods are often dominated by multi-purpose batch processes and empirical development approaches. …”
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USE OF MEDIA MATERIALS IN TEACHING ENGLISH: INTERPRETATION OF GENERAL DIDACTIC PRINCIPLES by Ruslan M. Kliuchnyk

“…It was emphasized that media materials are important not per se, but as a tool of the educational process. Therefore, there is no need to memorize the specific data, but the main aspects of the journalistic style are worth remembering. …”
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Study of structural and mechanical properties of suppositories with bifonazole by T. V. Mielnyk, H. P. Lysianska

“…The aim of this work is to study the rheological characteristics of the vaginal dosage form of bifonazole, depending on the temperature regime of the production process for the suppositories manufacture. Materials and methods. …”
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