Fusion PSPnet Image Segmentation Based Method for Multi-Focus Image Fusion by Jingchun Zhou, Mingliang Hao, Dehuan Zhang, Peiyu Zou, Weishi Zhang

“…Finally, 20 couples of color multi-focus images are employed as experimental datasets, and the contrast results show that the proposed method has a better fusion visual effect than the other state-of-the-art in subjective and objective point of view.…”
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An Effective Summary Preprocessing Method for Time Series Forecasting With Multiple Temporal Granularities by Hyeseong Lee, Yunyeong Kim, Sungwon Jung

“…These constructed look-back windows have a similar effect as if the size of the look-back window were increased, even though an equal length of the look-back window was given. We employed six datasets and three time-series forecasting models to demonstrate the effectiveness of the proposed summary preprocessing method. …”
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ANALYSIS OF THE 0,4 kV SMART GRID ISLANDING PREVENTION METHOD by V. F. Sivokobylenko, A. P. Nikiforov, V. V. Burlaka, S. K. Podnebennaya

“…Despite  their  simplicity,  passive methods cannot assure reliable islanding detection, especially in the cases when distributed generation power equals the power of loads in the potential grid-island. …”
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The Cluster-Heads Selection Method considering Energy Balancing for Wireless Sensor Networks by Choon-Sung Nam, Young-Shin Han, Dong-Ryeol Shin

“…WSNs need to have effective node's energy management methods for stable and seamless communication. As one of a number of good technical solutions, a clustering technique has been issued and proposed among researchers for reducing energy consumption in WSNs. …”
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Generation and Prospects of Development of Portrait Examination Methods Based on Three-Dimensional Images by V. A. Gazizov, I. N. Podvolotskiy

“…This approach integrates advances in machine learning, 3D modeling, and biometric analytics, opening up new horizons for identifying individuals based on anthropological features of appearance.This article focuses on the historical analysis and prospects for further improvement of portrait examination methods based on 3D models, identification of their strengths and limitations and on discussing potential areas of their practical application as well.According to the results of a survey conducted among specialists of public and private expert institutions, there is considerable interest on the part of practicing experts in using 3D scanning technologies to form comparative samples during portrait examination in order to increase the objectivity and visual availability of the examination results.…”
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The choice of the method of surgical treatment of varicose veins of the lower extremities in outpatient clinic by A. N. Shikhmetov, N. N. Lebedev, A. M. Zadikyan, N. V. Ryazanov

“…Thus, it was proven the equal efficacy of these methods in removing the vertical reflux in the surgical treatment FBVNC. …”
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Fault location method for multi-section hybrid lines considers velocity uncertainty by Liwei Xie, Youpeng Wang, Yang Xiao, Xiangjun Zeng, Yan Mo, Zhuo Long

“…Fault location accuracy of traveling wave method is constrained to the reliable traveling wave velocity. …”
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Study on emissivity measurement of different types of coal and gangue using the matching method by ZHANG Jinwang, HE Geng, HAN Xing, ZHANG Jiaming

“…This study proposed a method for measuring the emissivity of coal and gangue based on the matching method. …”
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Exploration of high-efficiency transfection methods for sheep fibroblasts OAR-L1 by WU Fei, WU Jie, CHEN Xueqiu, ZHOU Jingru, ZHANG Hui, HUANG Yan, SHI Hengzhi, YANG Yi, MA Guangxu, DU Aifang

“…The above results show that lentivirus infection is a cell transfection method that could achieve high expression of exogenous proteins in the OAR-L1 cells, and provide certain references for the selection of transfection methods for other difficult-to-transfect cells.…”
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Expert model of the most important methodical exercises for fast skiing turns teaching by Danijela Kuna, Sanjin Džajić, Marko Mastelić

“…Based on the obtained results it can be concluded that the experts in spite of the structural differences and specificity within each ski schools are equally recognized and valued those most important methodical exercises who contain the basic characteristics of effective lessons. …”
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A Method for Predicting Coupling Laws of UWB EMP to Millimeter Wave Detector by Kaibai Chen, Min Gao

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Fusion of auto encoders and multi-modal data based video recommendation method by Qiuyang GU, Chunhua JU, Gongxing WU

“…Nowadays, the commonly used linear structure video recommendation methods have the problems of non-personalized recommendation results and low accuracy, so it is extremely urgent to develop high-precision personalized video recommendation method.A video recommendation method based on the fusion of autoencoders and multi-modal data was presented.This method fused two data including text and vision for video recommendation.To be specific, the method proposed firstly used bag of words and TF-IDF methods to describe text data, and then fused the obtained features with deep convolutional descriptors extracted from visual data, so that each video document could get a multi-modal descriptors, and constructed low-dimensional sparse representation by autoencoders.Experiments were performed on the proposed model by using three real data sets.The result shows that compared with the single-modal recommendation method, the recommendation results of the proposed method are significantly improved, and the performance is better than the reference method.…”
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Diversity of specific indicators of walnut fruits during selection using various methods by Yu. I. Sukhorukikh, S. G. Biganova

“…Diversity was assessed using coefficients of variation and indices of distributed rank diversity (IRRR) based on known methods. It was established that the coefficients of variation of the studied indicators, assessed using various methods, did not have a significant statistical difference, and the selection gradations of taste and kernel extractability were equally distributed. …”
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DEVELOPMENT AND VALIDATION OF NUMERICAL METHOD FOR STRENGTH ANALYSIS OF LATTICE COMPOSITE FUSELAGE STRUCTURES by I. O. Kondakov

“…Parameters of flanges and webs are calculated automatically from the condition of stiffness characteristics equality of real rib and the model. This method allows to perform local strength analysis of high-loaded ribs of lattice structure without use of here-dimensional finite elements, that allows to shorten time of calculations and sufficiently simplify the procedure of analysis of results of calculations.For validation of the suggested method, the results of experimental investigations of full-scale prototype of shell of lattice composite fuselage section have been used. …”
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Documentation and Evaluation of an Ancient Paper Manuscript with Leather Binding Using Spectrometric Methods by Rushdya Rabee Ali Hassan, Mona F. Ali, Abdel-Gawaad A. Fahmy, Hayssam M. Ali, Mohamed Z. M. Salem

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Prognosis method to predict small-sized breast cancer affected by fibrocystic disease by S. A. Velichko, E. M. Slonimskaya, I. G. Frolova, D. G. Bukharin, A. V. Doroshenko

“…The purpose of the study is to develop an effective radiological symptom-complex of small-sized breast cancer affected by fibrocystic breast disease by using multivariate statistical methods.Materials and methods. Radiological findings of small-sized breast cancer affected by fibrocystic mastopathy were analyzed in 100 patients with histologically verified diagnosis.Results. …”
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A simple spot test quantification method to determine formaldehyde in aqueous samples by Amara Dar, Umer Shafique, Jamil Anwar, Waheed-uz-Zaman, Arooj Naseer

“…Spots have been quantified by scanning the spotted TLC and analyzing the image in computer with Visual Basic 6.0 based graphic application. The study consisted of developing an appropriate calibration line, analyzing artificial and real samples, and comparing the new method with a standard spectrophotometric method (NIOSH Method-3500, 1994). …”
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Applications of Riccati–Bernoulli and Bäcklund Methods to the Kuralay-II System in Nonlinear Sciences by Khudhayr A. Rashedi, Musawa Yahya Almusawa, Hassan Almusawa, Tariq S. Alshammari, Adel Almarashi

“…This study introduces novel soliton solutions for the K-IIS, derived using the Riccati–Bernoulli sub-ODE method combined with Bäcklund transformation and conformable fractional derivatives. …”
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A Comprehensive Evaluation of Deepfake Detection Methods: Approaches, Challenges and Future Prospects by Hu Xixi

“…Advances in technology have made deepfake forgeries easier, posing serious ethical and security risks that highlight the urgent need for better detection methods. This paper provides a comprehensive discussion of various Deepfake detection approaches, including methods based on physical attributes and visual inconsistencies, data-driven techniques (such as spatial and frequency domain detection methods), and those using generative models. …”
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A COMBINED METHOD OF 1D AND 2D RESISTIVITY FOR GROUNDWATER LAYER ESTIMATION AT A FARMING AREA IN REJOMULYO VILLAGE by Risky Martin Antosia, Muhammad Ramdan

“…Therefore, the groundwater layer zone was estimated as an initial study at the dry farmland in Rejomulyo village, Jati Agung district, South Lampung, using a combined method between the 1D resistivity method of the Schlumberger array and the 2D form of the Wenner configuration. …”
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