Unmanned aerial vehicle image stitching based on multi‐region segmentation by Weidong Pan, Anhu Li, Xingsheng Liu, Zhaojun Deng

“…Finally, the optimal seamline can be determined with a graph‐cut method. Compared to several popular image stitching algorithms in real experiments, the proposed method can essentially prevent the seamline from crossing significant ground objects to ensure the integrity of structural objects while achieving satisfactory accuracy and efficiency during the UAV image stitching process.…”
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FAILURE PREDICTION OF BOLTED CONNECTION OF COMPOSITE MATERIALS BASED ON DEEP LEARNING (MT) by PENG Fan, ZOU SiNong, REN YiRu

“…Compared with the prediction methods of finite element simulation and empirical formula fitting, the deep learning prediction method has obvious advantages in time efficiency.…”
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FIXED ASSETS AS AN ELEMENT OF THE PRODUCTION POTENTIAL OF THE AGRICULTURAL SECTOR IN REGIONS by Olga LAVRINA, Elena SHIROKOVA, Irina SHPAGINA, Valeria MAGERA

“…For analytical data processing, methods of scientific generalization, systematization and statistical groupings were used. …”
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A Decısıon Model Based on Artıfıcıal Intellıgence for Dısease Predıctıon And Patıent Treatment Process Plannıng by Serkan Derici, Nuri Özgür Doğan

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Topology synthesis based on FIS theory of double-layer parallel mechanism with all drives fixed by Yang Qi, Zhiyong Meng

“…Finally, the assembly conditions are determined in order to obtain the various available configuration structures that satisfy the processing requirements. …”
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Bora Bora therapy for osteoporosis by N A Khitrov, N A Berestovaya

“…The patients underwent a routine clinical laboratory examination; dual-energy X-ray absorptiometry (DEXA) was used to estimate BMD; the authors determined the intensity of pain in the back and on palpation of paravertebral muscles by the VAS (visual analog scale (in mm), the range of spinal motions, the overall efficiency of treatment, and the presence of adverse reactions. …”
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Shape Stabilization of Steel Suspension Bridge by Algirdas Juozapaitis, Arnoldas Norkus, Povilas Vainiūnas

“…Such a relative splitting of displacements allow an evaluating the contribution of both total displacement components and an employing of the efficient engineering stabilization tools. The developed analytical expressions for determining of total and kinematic displacements for cable any cross are presented. …”
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Transformation of the agricultural sector and fishing industry in the Magadan region in the late 1950-ies – early 1960-ies by P. S. Grebenyuk

“…The relevance of the study is determined by the need to examine the transformation of the agricultural sector in the Magadan region after the liquidation of Dalstroy, when the region was transitioning to a new management model. …”
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Investigation of the Acceleration Spectrum of a Vibratory Roller in the Process of Soil Compaction by Evgenij A. Shishkin, Alexander A. Smolyakov

“…There are several indicators that are determined by the different harmonics of the acceleration frequency spectrum use. …”
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ABOUT INFLUENCE OF CONCRETE SLAB REINFORCEMENT ON PLATE RESISTANCE TO PUNCHING FORCE by A. I. Mordich, V. N. Belevich, D. I. Navoy, D. M. Mordich

“…The paper makes it possible to revise a calculative methodology and, preserving a high reliability, it also permits to improve efficiency of a floor construction of the whole framework. …”
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Application of Deep Learning and Unmanned Aerial Vehicle on Building Maintenance by Ren-Yi Kung, Nai-Hsin Pan, Charles C.N. Wang, Pin-Chan Lee

“…However, conventional inspection methods are time-, cost-, and labor-intensive processes. …”
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Key performance indicators for ranking general hospitals in Iran by Ali Jajarmizadeh, Ali Mohammad Mosadeghrad, Ebrahim Jaafaripooyan

“…The present study thus seeks to identify the KPIs for ranking general hospitals in Iran. Methods: This study adopted a mixed-method design at four stages. …”
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Outdoor location scheme with fingerprinting based on machine learning of mobile cellular network by Zhichao ZHOU, Yi FENG, Xiaohan XIA, Yuyao FENG, Chao CAI, Jiahui QIU, Lihui YANG, Yunxiao WU

“…The positioning scheme based on mobile cellular network technology is one of the important technical approaches to provide network optimization, emergency rescue, police patrol and location services.The traditional positioning scheme based on cell base station location information has low positioning accuracy and large positioning error, so it cannot meet the requirements of some positioning applications.The scheme based on fingerprint location can greatly improve the location accuracy, save computational cost and enhance the usability based on the coarse location scheme of the cell and become the hotspot of the research.Rasterization and non-rasterization of outdoor fingerprint location scheme based on machine learning were studied and analyzed to meet the business requirements of outdoor fingerprint location.By means of parameter weighting, data fitting and other methods, large-scale fingerprint data were cleaned to improve the effectiveness of data sources.Through the realization of sub-modules such as demarcating research area, rasterizing, constructing fingerprint database, training model, correcting model, non-rasterizing, rough positioning coupling, matching parameter and training parameter, the operation efficiency and positioning accuracy of the algorithm were analyzed and optimized, and the key indexes affecting the algorithm performance were determined.Then, the performance of two fingerprint-based localization schemewas analyzed based on the simulation results.Finally, the typical scenarios of the fingerprint location scheme based on machine learning in practical application were presented.…”
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Desulfurization Technology for Industrial Fuel Gases Using Natural Adsorption Materials by Iliya Iliev, Antonina Filimonova, Alena Vlasova, Ruzina Kamalieva, Hristo Beloev

“…The authors present experimental laboratory studies to determine the adsorption efficiency of bentonite clay with a carbon substrate. …”
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Design and Trajectory Optimization of Traffic Cone Recovery Manipulator based on Groove Cam Joint by Yushan Li, Hairong Guo, Xiangyuan Hu, Lü Antao

“…Based on a dual parallel four-bar mechanism and gear joint series-type traffic cone recovery manipulator, which has the problem of low recovery efficiency and difficult to achieve optimal motion trajectory of fixed gear ratio joints. …”
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Industrial Policy and Innovation Process in the Modern Russian Economy by Irek K. Nizamutdinov

“…Industrial policy is determined by the peculiarities of the innovation process implementation in the economic system. …”

A First-Order Autoregressive Process with Size-Biased Lindley Marginals: Applications and Forecasting by Hassan S. Bakouch, M. M. Gabr, Sadiah M. A. Aljeddani, Hadeer M. El-Taweel

“…Parameter estimation via conditional least squares and Gaussian methods demonstrates consistency and efficiency in simulations. …”
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Problem driven innovation design strategies research for product manufacturing process by Qian Zhao, Haiyang Wang, Xin Guo, Qiongyuan Zhang, Hong Zeng, Xianglong Li, Kai Zhang

“…In the problem identification phase, opportunities are identified and categorized based on the product context and manufacturing process, followed by problem identification and the construction of problem elements using problem analysis methods. After identifying the problems, the type of innovation required is determined, and corresponding methods are applied to generate a set of solutions with innovation potential. …”
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Development of speed and strength abilities of students in mini-football sectional classes by A. М. Daurov, A. V. Ageev, S. V. Kasyanov, N. V. Makhnovskaya

“…The study intends tо increase the efficiency of physical anilities through the use of a set of special exercises fоr students involved in the mini-football section.Materials and methods. …”
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Measuring. Monitoring. Management. Control by A.S. Efremov, L.V. Lukichev

“…The relevance of the topic is determined by the importance of ensuring the efficiency of verification and certification work and, in this regard, the need to optimize both the structure of verification departments and the planning of verification work. …”