Search Results - data processing methods

The Effect of Visualization on Students’ Understanding of Probability Concepts by John M. Vargas, Jeffrey J. Starns, Andrew L. Cohen, Darrell Earnest

“…Data were collected from a college-level statistics-in-psychology course, wherein students were taught and tested on Bayesian reasoning either with or without the bar display. …”
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SmartSeg: machine learning infrastructure software for accelerating medical image segmentation in patient-specific applications by William Burton, Kalin Gibbons, Keaghan Economon

“…Models developed in the software demonstrated mean dice similarity coefficients of up to 0.886 on a test cohort, which is competitive with previously reported methods developed with significantly larger data sets. …”
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Efficient MRI image enhancement by improved denoising techniques for better skull stripping using attention module-based convolution neural network by Jesline Jeme V, Albert Jerome S

“…Anatomical structure preservation throughout the denoising process is a challenge in the domain of medical imaging. …”
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A model for identifying project sprint tasks based on their description by Marina Grinchenko, Mykyta Rohovyi

“…The article solves the following tasks: analyzing research on the classification and visualization of project tasks, developing an algorithm that can automatically classify text descriptions of sprint tasks, collecting and preparing a training sample of text descriptions of sprint tasks for training and testing the classification model, applying natural language processing methods to improve classification and ensure the accuracy of the results, validating the model on real data to assess the efficiency and accuracy of classification, and analyzing the results. …”
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A model for identifying project sprint tasks based on their description by Марина Гринченко, Микита Роговий

“…The article solves the following tasks: analyzing research on the classification and visualization of project tasks, developing an algorithm that can automatically classify text descriptions of sprint tasks, collecting and preparing a training sample of text descriptions of sprint tasks for training and testing the classification model, applying natural language processing methods to improve classification and ensure the accuracy of the results, validating the model on real data to assess the efficiency and accuracy of classification, and analyzing the results. …”
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Investigation of the Kinetics of Heat and Moisture Exchange during Heat Treatment and Drying of Thin Wet Thermal Insulation Materials by A. I. Ol’shanskii, A. N. Golubev

“…The techniques of processing experimental data by zonal methods of A.V. …”
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Deep Learning Automated System for Thermal Defectometry of Multilayer Materials by A. S. Momot, R. M. Galagan, V. Yu. Gluhovskii

“…In the tasks of defectoscopy and defectometry of multilayer materials, the use of thermal nondestructive testing method is promising. At the same time, interpretation of thermal testing data is complicated by a number of factors, which makes the use of traditional methods of data processing ineffective. …”
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Multi-Level Intertemporal Attention-Guided Network for Change Detection in Remote Sensing Images by Shuo Liu, Qinyu Zhang, Yuhang Zhang, Xiaochen Niu, Wuxia Zhang, Fei Xie

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A Novel Approach to Retinal Blood Vessel Segmentation Using Bi-LSTM-Based Networks by Pere Marti-Puig, Kevin Mamaqi Kapllani, Bartomeu Ayala-Márquez

“…The results are presented in their raw form—without post-processing—to objectively assess the method’s effectiveness and limitations. …”
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Rehabilitation and Motion Symmetry Analysis With a TACX Smart Cycling Trainer Using Computational Intelligence by Hana Charvatova, Daniel Martynek, Alexandra Molcanova, Ales Prochazka

“…The research objectives include analysis of motion patterns, evaluation of motion symmetry under varying loads, and examination of heart rate responses to load variations. Signal processing is conducted using advanced methods that include computational intelligence, digital signal processing, and artificial intelligence tools for data classification. …”
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Improving the Accuracy of Aerial Photography Using Ground Control Points by R. K. Kurbanov, N. I. Zakharova, D. M. Gorshkov

“…It was noted that the use of ground control points increases the accuracy of project measurements, helps to compare the project post-processing results with the real measurements. (Research purpose) To compare the results of standard and high-precision post-processing of aerial survey data using ground control points. …”
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Gated attention based generative adversarial networks for imbalanced credit card fraud detection by Jiangmeng Ge, Lanxiang Yin, Shiqing Zhang, Xiaoming Zhao

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STRUCTURAL SYNTHESIS OF NAVIGATION SUPPORT OF TRIAD INTEGRATED NAVIGATION SYSTEM ON THE BASIS OF INERTIAL AND SATELLITE TECHNOLOGIES by V. S. Maryukhnenko, V. V. Erokhin

“…Based on optimal filtering theory methods the integrated navigation data processing algorithm, which is an extended Kalman filter, is synthesized. …”
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DB-Net: A Dual-Branch Hybrid Network for Stroke Lesion Segmentation on Non-Contrast CT Images by Xiao Jia, He Dong, Jiashu Xu, Yanhong Zhang, Yihua Lan

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MATHCAD APPLICATION FOR THE MULTIDIMENSIONAL ANALYSIS OF THE INTERDEPENDENCES ON WORLD STOCK MARKETS by Marina A. Skorik, Andrey G. Nefedov

“…The program "SEMESTR" created on the base of Mathcad provides the wide range of possibilities for the comprehension of these algorithms due to automation of the multivariate data processing. Its usage in the educational process allows to develop stable skills in applying of mathematical and statistical methods of data analysis.…”
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DEVELOPMENT AND IMPLEMENTATION OF INTEGRATED SOLUTIONS BASED ON IIOT FOR THE INTELLIGENT PACKAGING by Oleksandr Gavva, Liudmyla Kryvoplias Volodina, Oleksandr Savchuk, Dumitru Mnerie

“…Models and simulation methods were developed for processing information on the endpoints of IІoT devices related to packaging equipment, aiming to reduce the amount of data transmitted and stored in IIoT systems. …”
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Development of information security model with application of production model by Sh. M. Jafarova

“…It is proposed to use fuzzy models that provide a flexible strategy for processing heterogeneous dynamic interacting processes that represent data and knowledge in an essentially fuzzy state space of objects of analysis.Conclusion. …”
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On the treatment of measurement uncertainty in stochastic modeling of basic variables by Stefan Küttenbaum, Stefan Maack, Alexander Taffe, Thomas Braml

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Navigating the Transformative Impact of Artificial Intelligence in Health Services Research by Guosong Wu, Fengjuan Yang

“…Key areas of focus included image processing and language processing. The review also addressed the ethical and practical challenges of integrating AI into healthcare. …”
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OPTIMIZATION OF THE MEASURING BASE OF THERMAL TAG FLOW METERS by M. S. Gayazov, R. K. Yarullin, D. V. Kosmylin

“…Due to the subjective factor in the analysis and processing of recorded data, for the successful operation of the method, the "run" time of thermoanomaly should not be less than 15 seconds.…”
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