Radar-equivalent snowpack: reducing the number of snow layers while retaining their microwave properties and bulk snow mass by J. Meloche, N. R. Leroux, B. Montpetit, V. Vionnet, C. Derksen

“…A reduction in the mathematical complexity of SWE retrieval cost functions and a reduction in computation of up to 80 % can be gained by using fewer layers in the SWE retrieval.…”
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MODEL OF SEMANTIC INTEGRATION OF INFORMATION SYSTEMS PROPERTIES IN RELAY DATABASE REENGINEERING PROBLEMS by Oleg Avrunin, Oleksiy Vlasov, Valentin Filatov

“…Results: the analysis of existing methods and models of integration of subject areas on the basis of semantic properties and connections of data elements is carried out;  developed an effective mathematical model, technology and algorithm for semantic integration of information resources of heterogeneous computer systems for relational databases;  investigated and formalized classes of inhomogeneity of data structures aimed at solving the problem of determining the types of information objects;  the model is developed and means of the logical description of properties of information objects for definition of border of the considered subject area are investigated. …”
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THE METHODOLOGY OF THE CURRENT PLANNING OF A MOTOR TRANSPORT ENTERPRISE OPERATION FOR THE TRANSPORTATION OF GOODS IN THE CITY by L. S. Trofimova

“…A system analysis, the methods of probability theory and mathematical statistics are used in the studies.Results: - the methodological foundations that made it possible to develop a methodology for the current planning of the work of a specialized rolling stock of standard sizes for a motor transport enterprise to implement the contracts conditions for the transportation of goods in the city;- a computer program, the use of which in the operating of a motor transport enterprise will make possible to carry out planning aimed to implement the contracts terms and make a profit.Discussion and conclusions. …”
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SMART: Structured Missingness Analysis and Reconstruction Technique for credit scoring by Seongil Han, Haemin Jung, Paul D. Yoo

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Radiomics as a new frontier in modern rheumatology: Chest pathology visualization advances and prospects by T. V. Beketova, E. L. Nasonov, M. A. Alekseev, E. I. Shchepikhin, Yu. N. Philippovich, A. S. Kruzhalov, A. Yu. Philippovich, V. A. Kulbak, D. A. Argunova, P. G. Shakhnovich, T. A. Prazdnichnykh, M. P. Obidin, T. N. Krasnova, N. N. Vladimirova

“…The article discusses the modern trends in the development of digital technologies in medicine, exemplified by rheumatology, especially, the significance of radiomics, which combines radiology, mathematical modeling, and deep machine learning. Texture analysis of computed tomography images and other imaging methods provides a more deeply characterization of the pathophysiological features of tissues and can be considered as a non-invasive “virtual biopsy”.It is shown that radiomics enhances the quality of diagnostic and predictive modeling. …”
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Prediction of speed of sound of deep eutectic solvents using artificial neural network coupled with group contribution approach by Ayat Hussein Adhab, Morug Salih Mahdi, Hardik Doshi, Anupam Yadav, R. Manjunatha, Sushil Kumar, Debasish Shit, Gargi Sangwan, Aseel Salah Mansoor, Usama Kadem Radi, Nasr Saadoun Abd

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Name Entity Recognition Tasks: Technologies and Tools by Nadezhda Stanislavona Lagutina, Andrey Mikhaylovich Vasilyev, Daniil Dmitrievich Zafievsky

“…In the field of named entity recognition, the authors of analytical articles primarily consider mathematical methods of identification and classification and do not pay attention to the specifics of the problem itself. …”
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Impact of Power and Time in Hepatic Microwave Ablation: Effect of Different Energy Delivery Schemes by Macarena Trujillo, Mahtab Ebad Najafabadi, Antonio Romero, Punit Prakash, Francois H. Cornelis

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Berth Allocation and Quay Crane Scheduling in Port Operations: A Systematic Review by Ndifelani Makhado, Thulane Paepae, Matthews Sejeso, Charis Harley

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On the Combination of Harmonics and Polynoms in Econometric Modeling of RUB/AZN Exchange Rate by L. M. Mamedova

“…The official statistics of the State Statistics Committee of Azerbaijan were used; classical methods of mathematical analysis and economic analysis; methods of econometrics, harmonic (Fourier) analysis, statistical spectral analysis, “Fourier analysis” of the MS Excel add-in, tools of the Eviews 8 application package with the standard deviation and average approximation error being taken into account, the necessary statistical procedures required for identifying and estimating the parameters of the model and checking its adequacy and accuracy.Results. …”
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Machine Learning-Enhanced Attribute-Based Authentication for Secure IoT Access Control by Jibran Saleem, Umar Raza, Mohammad Hammoudeh, William Holderbaum

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Derivation of Conservation Laws for the Magma Equation Using the Multiplier Method: Power Law and Exponential Law for Permeability and Viscosity by N. Mindu, D. P. Mason

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Adaptive biases-incorporated latent factorization of tensors for predicting missing data in water quality monitoring networks by Xuke Wu, Xuke Wu, Lan Wang, Lan Wang, Miao Ge, Miao Ge, Jing Jiang, Jing Jiang, Yu Cai, Bing Yang, Bing Yang

“…This advancement contributes to more robust downstream applications in water quality management and risk assessment.…”
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Concept for Parameter Design and Optimization of Surface Acoustic Wave Devices by A. S. Koigerov, A. V. Korlyakov

“…Reduction in the development time along with a simultaneous reduction in expenses can be achieved through the application of preliminary computer simulation. This task can be implemented only through an integrated approach to developing a computer-aided design system capable of solving optimization problems with a large number of degrees of freedom.Aim. …”
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On the study of multiple wave profiles and hybrid phenomena to the newly developed multi-component Gross-Pitaevskii system and stability analysis by Muhammad Bilal, Shafqat Ur Rehman, Yazen M. Alawaideh, Ioan-Lucian Popa, Bashar M. Al-khamiseh

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Optimal Midcourse Guidance Algorithm for Exoatmospheric Interception Using Analytical Gradients by Wenhao Du, Wanchun Chen, Liang Yang, Hao Zhou

“…The results show that this method is not only of high computational efficiency and accuracy but also applicable to onboard guidance.…”
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Crust: A Modular Framework for Conflict-Free Replicated Data Types (CRDTs) Development, Validation, and Benchmarking by Yunrui Zhu, Jing Ma

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Securing face images in UAV networks using chaos and DNA cryptography approach by Saba Inam, Shamsa Kanwal, Eaman Amin, Omar Cheikhrouhou, Monia Hamdi

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Efficient hardware implementation of interpretable machine learning based on deep neural network representations for sensor data processing by J. Schauer, P. Goodarzi, A. Schütze, T. Schneider

“…<p>With the rising number of machine learning and deep learning applications, the demand for implementation of those algorithms near the sensors has grown rapidly to allow efficient edge computing. …”
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Ab Initio Accuracy Neural Network Potential for Drug-Like Molecules by Manyi Yang, Duo Zhang, Xinyan Wang, BoWen Li, Linfeng Zhang, Weinan E, Tong Zhu, Han Wang

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