Оптимізаційний метод AMSGrad в багатошарових нейронних мережах by Сергій Свелеба, Наталя Свелеба

“…Розширення градієнтного спуску, як-от алгоритм Adaptive Movement Estimation (Adam), використовує різну швидкість навчання для кожної вхідної змінної, але в результаті цього швидкість навчання може швидко зменшуватися до дуже малих значень [3]. …”
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Microwave Heating as an Alternative Quarantine Method for Disinfestation of Stored Food Grains by Ipsita Das, Girish Kumar, Narendra G. Shah

“…Insects and pests constitute a major threat to food supplies all over the world. Some estimates put the loss of food grains because of infestation to about 40% of the world production. …”
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From megaprojects to tourism gentrification? The case of Santa Cruz Verde 2030 (Canary Islands, Spain) by Marcus Hübscher

“…Based on a mixed methods approach, this paper analyses the impacts of the megaproject by means of document, spatial and statistical analyses. The project is estimated to increase the city’s green areas by 39 % and the number of hotel beds by 70 %, provoking a strong touristifaction. …”
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Ten Years After the 2008 Crisis: Has Risk Aversion Won? by Eliana Marcia Martins Fittipaldi Torga, Carolina Magda da Silva Roma, Paula Magda Roma, Bruno Pérez Ferreira

“…The design of the strategies used both twelve- and thirty-month rolling windows for the standard deviation and conditional volatility estimates. Mean return of portfolio, risk through standard deviation, Sharpe index, and risk-adjusted return were calculated for evaluation purposes. …”
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Awareness, Knowledge, and Perceptions of Barotrauma and Barotrauma Mitigation: A Survey of Florida Anglers by Charles Adams, Joy Hazell, Lisa Krimsky, Bryan Fluech, Betty Staugler, John Stevely, Robert Bolta

“…The annual economic impact to the Florida economy of saltwater recreational fishing, which sustains 110,000 jobs, is estimated to be $13 billion. Given the popularity and economic importance of reef fish, careful management of these fish stocks is imperative for the sustainability of the reef-fish resource. …”
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The «Group of Twenty», IMF and EU and Reforming of Global Governance by E. J. Il'in

“…The policy of the IMF at different historical stages of its evolution is estimated. As well as it results, the article also deals with the formation and development of the "Group of Twenty". …”
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An Iterative Determination Method of an Axial Deployment Force of a Lanyard-Deployed Coilable Mast in Local Coil Mode by Yu Liu, Liang Sun, Hai Huang, Xurui Zhao, Jiahao Liu, Yishi Qiao

“…Through this method, the designer can quickly obtain the estimated value of the axial deployment force in the design stage, which is convenient for the quantitative design of parameters. …”
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Use of a Full Factorial Design to Study the Relationship between Water Absorption and Porosity of GP and BW Mortar Activated by Nadia Tebbal, Mekki Maza, Zine El Abidine Rahmouni

“…Furthermore, the laboratory results obtained were estimated by the general full factorial design method. …”
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Ischemic Stroke and Ruptured Mycotic Aneurysm, Two Complications of Infective Endocarditis in One Patient by Alassane Mamadou Diop, Ahmadou Bamba Mbodj, Serigne Abdou Aziz Fall, Ibrahima Niang

“…The incidence of infective endocarditis is estimated to be around 30 cases per million inhabitants/year. …”
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Performance Evaluation of Antlion Optimizer Based Regulator in Automatic Generation Control of Interconnected Power System by Esha Gupta, Akash Saxena

“…Two standard objective functions, Integral Square Error (ISE) and Integral Time Absolute Error (ITAE), have been employed to carry out this parameter estimation process. The problem is transformed in optimization problem to obtain integral gains, speed regulation, and frequency sensitivity coefficient for both areas. …”
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Capital accounting and liabilities problems in the context of economic processes reforming and international financial reporting standards introducing by X. Yu. Kotova, N. N. Shakirova

“…It was identified, that gaps in the capital and liability accounting caused by the lack of a unified conceptual apparatus, the presence of estimated values, the use of an accountant professional judgment that affects the information quality in reporting, the backlog of legislative regulation in terms of accounting for digital objects as authorized capital. …”
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Can voluntary adult education reduce unemployment? Causal evidence from East Germany after reunification by Li Kathrin Kaja Rupieper, Stephan L. Thomsen

“…Based on newly digitized data, we estimate how VHS courses affected unemployment in a county-level analysis of East Germany between 1991 and 2002. …”
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A Review on the Fascinating World of Insect Resources: Reason for Thoughts by R. K. Lokeshwari, T. Shantibala

“…By analyzing the stages of succession of insects at first, rough estimation of the postmortem intervals can be done. …”
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Direct Power Control Strategy of PWM Rectifier Based on Improved Virtual Flux-Linkage Observer by Wenshao BU, Leilei Xu

“…From the observed virtual flux-linkage, the voltage and instantaneous power of three-phase power grid are online estimated. On this basis, the power grid voltage sensorless direct power control system of three-phase PWM rectifier is designed. …”
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Statistics of Finite Scale Local Lyapunov Exponents in Fully Developed Homogeneous Isotropic Turbulence by Nicola de Divitiis

“…This link, which in turn leads to the closure of von Kármán–Howarth and Corrsin equations, agrees with results of previous works, supporting the proposed PDF calculation, at least for the purposes of the energy cascade main effect estimation. Furthermore, through the property that the Lyapunov vectors tend to align the direction of the maximum growth rate of trajectories distance, we obtain the link between maximum and average Lyapunov exponents in line with the previous results. …”
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Comparing the Linear and Quadratic Discriminant Analysis of Diabetes Disease Classification Based on Data Multicollinearity by Autcha Araveeporn

“…Moments (MM), maximum likelihood (ML), minimum volume ellipsoids (MVE), and t-distribution methods are used to estimate the parameter of independent variables on the multivariate normal distribution in order to classify binary dependent variables. …”
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Markov Switching Model Analysis of Implied Volatility for Market Indexes with Applications to S&P 500 and DAX by Luca Di Persio, Samuele Vettori

“…Computations are given for a four-state switching model and obtained numerical results are put beside by explanatory graphs which report the outcomes obtained exploiting both smoothing and filtering algorithms used in the estimation/calibration procedures we proposed to infer on the switching model parameters.…”
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Posttransplant Metabolic Syndrome by M. Shadab Siddiqui, Richard K. Sterling

“…Following liver transplant, the prevalence of MS is estimated to be 44–58%. The main factors associated with posttransplant MS are posttransplant diabetes, obesity, dyslipidemia, and hypertension. …”
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Time Effort Prediction Of Agile Software Development Using Machine Learning Techniques by Muchamad Bachram Shidiq, Windu Gata, Sigit Kurniawan, Dedi Dwi Saputra, Supriadi Panggabean

“…However, in applying agile methods, time effort estimation cannot be done properly. This can cause project managers to have difficulty preparing resources in software development in scrum projects. …”
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Numerical Simulation to Air Pollution Emission Control near an Industrial Zone by Pravitra Oyjinda, Nopparat Pochai

“…Thus a mathematical model, an atmospheric diffusion model, is used to estimate air quality that can be used to describe the sulfur dioxide dispersion. …”
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