Architectural design methods based on image recognition technology and virtual VR by Feng Li

“…In practical analysis of architectural design, the average accuracy and intersection over union of the improved YOLOv4 model confirmed the good detection performance of this method. The application of virtual reality technology in building information models has significantly improved the visualization delay rate, and the subjective evaluation of users was relatively high. …”
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Research on Open-Set Recognition Methods for Rolling Bearing Fault Diagnosis by Jia Xu, Yan Wang, Renyi Xu, Hailin Wang, Xinzhi Zhou

“…Finally, validation is performed on the Case Western Reserve University (CWRU) dataset, the Xi’an Jiaotong University rolling bearing accelerated life test dataset (XJTU-SY), and the Paderborn University bearing dataset (PU), Germany, and the framework is comprehensively evaluated in terms of several evaluation metrics, such as normalization accuracy and feature visualization. The experimental results show that SMCPL-ECA-DPC outperforms the comparative methods of SMCPL, CPL, ANEDL, CNN, and OpenMax and has high diagnostic performance in the identification of unknown faults.…”
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Knowledge-Graph-Driven Fault Diagnosis Methods for Intelligent Production Lines by Yanjun Chen, Min Zhou, Meizhou Zhang, Meng Zha

“…Finally, we utilized the Neo4j graph database to facilitate the storage and visualization of fault knowledge, validating the effectiveness of our proposed method through a case study on fault diagnosis in CNC machining centers. …”
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Modern methods of surgical treatment of patients with meniscus injuries (literature review) by G. P. Kotel'nikov, K. E. Gaziev, Yu. D. Kim, S. D. Zuev-Ratnikov

“…To date, arthroscopy is a universal method of diagnosis and treatment of the knee joint. …”
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GEOINFORMATION-CARTOGRAPHIC SUPPORT MIGRATION AND POPULATION STUDIES: TECHNOLOGY, METHODS, DATABASES by V. S. Belozerov, A. V. Gladilin, N. A. Shitova, A. A. Cherkasov

“…The results of the research and their discussion: The analysis of the methods and methods of cartographic visualization used to support research: the centrographic and typological method, etc. …”
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A mini-review of single-cell Hi-C embedding methods by Rui Ma, Jingong Huang, Tao Jiang, Wenxiu Ma

“…Embedding reduces the dimensionality of complex scHi-C contact maps, making it easier to extract biologically meaningful patterns. These methods not only enhance cell clustering based on chromatin structures but also facilitate visualization and other downstream analyses. …”
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Research on machine learning methods for detecting objects in difficult shooting conditions by Vitalii Serdechnyi, Olesia Barkovska, Andriy Kovalenko, Anton Havrashenko, Vitalii Martovytskyi

“…The subject matter of the article is research into machine learning methods for object detection in images and videos under complex urban conditions, particularly under poor lighting, the presence of precipitation, high scene complexity, and limited computational resources. …”
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Adaptive Optimization and Dynamic Representation Method for Asynchronous Data Based on Regional Correlation Degree by Sichao Tang, Yuchen Zhao, Hengyi Lv, Ming Sun, Yang Feng, Zeshu Zhang

“…Event cameras, as bio-inspired visual sensors, offer significant advantages in their high dynamic range and high temporal resolution for visual tasks. …”
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Convolutional neural network-based low light image enhancement method by J. Guo

“…The stability of local binary features under variations in illumination is the study's initial method of providing directional advice for the enhancement algorithm. …”
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A Comparative Study of the Various Methods of Preservation of Human Skin Graft by Prof. R. C. Sinka, Dr. Bipin B. Sinha

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Using R/S analysis for forecasting stock quotes with ARMA and ARIMA methods by Stupina Alena, Zinenko Anna

“…To test the hypothesis, we carried out forecasts of leading world indices stocks and currency pairs with the Hurst exponent less than or equal to 0.5 for 10 years using the ARMA and ARIMA methods and compared the results using the MAPE metric. …”
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Comparing infrared imagery to traditional methods for estimating ringed seal density by Brent G. Young, David J. Yurkowski, J. Blair Dunn, Steven H. Ferguson

“…Our objective was to compare the use of an infrared camera system with traditional methods using direct visual observations for estimating density of ringed seals (Pusa hispida) on ice. …”
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Electrophysiological methods in the diagnosis of subclinical cognitive impairment in HIV-infected patients by O. E. Gurskaya, E. V. Galicheva, A. V. Gaisina, V. V. Rassohin, T. D. Sizova, N. A. Beliakov, S. V. Medvedev

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Daily runoff forecasting using novel optimized machine learning methods by Peiman Parisouj, Changhyun Jun, Sayed M. Bateni, Essam Heggy, Shahab S. Band

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COMPARATIVE EVALUATION OF CURRENT METHODS OF ANESTHESIA IN PERFORMANCE OF TRANSRECTAL PROSTATE BIOPSY by M. E. Topuzov, A. E. Pryalukhin, I. O. Belogortsev, V. A. Zubarev, S. S. Vodop’Yan

“…The aim of the study was to compare methods of anesthesia for prostate biopsy. The patients were divided into 4 groups (40 patients in each group). …”
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A Survey of Dense Object Detection Methods Based on Deep Learning by Yang Zhou, Hui Li

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New Families of Third-Order Iterative Methods for Finding Multiple Roots by R. F. Lin, H. M. Ren, Z. Šmarda, Q. B. Wu, Y. Khan, J. L. Hu

“…The obtained methods are also compared in their performance with various other iteration methods via numerical examples, and it is observed that these have better performance than the modified Newton method, and demonstrate at least equal performance to iterative methods of the same order.…”
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Methods of reduction of control objects models containing oscillating and forcing links by A. G. Stryzhnev, A. A. Shykhau

“…Methods are based on using of quadratic equation modulus and coefficient of factorization that makes links discriminants equal or more than zero. …”
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IMPROVEMENT OF METHODS FOR HYDROBIOLOGICAL RESEARCH AND MODIFICATION OF STANDARD TOOLS FOR SAMPLE COLLECTION by M. M. Aligadjiev, M. M. Osmanov, F. Sh. Amayeva

“…The paper discusses the improvement of methods of hydrobiological studies by modifying tools for plankton and benthic samples collecting. …”
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APPLICATION OFVISUALTEST METHODS LOADED ELEMENTS OF ROTATING MACHINERY FLOWTOASSESS THEIR CONDITION by Jan WARCZEK, Mateusz JUZUŃ

“…The article presents the aims and objectives of the process of non-destructive testing of turbine aircraft engines using visual methods indirect use of endoscopy. Presents brief characteristics of the construction of engines tested, analyzed the diagnostic procedures used in non-destructive testing methods are shown diagnostic equipment used in research. …”
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