The Artificial Intelligence Platform with the Use of DNN to Detect Flames: A Case of Acoustic Extinguisher

Ivanov, Stefan; Stankov, Stanko

doi:10.1007/978-3-030-93247-3_3

Cited by 6 publications

(2 citation statements)

References 19 publications

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“…The main task of the model is analytical expert actions. Thus, my work is a relevant research topic, which can benefit both the gaming industry and sports competitions [4,5,6].…”

Section: Introductionmentioning

confidence: 99%

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Development of the mathematical model for calculating player ratings using soft calculations

Pashin,

Minyazev,

Nuriyev

2023

E3S Web Conf.

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This research signifies an ambitious step forward in sports analytics, aiming to formulate a novel mathematical model that assesses team sports players’ performance with higher precision. It aspires to unravel a deeper understanding of player abilities, a complex task that requires advanced computational modeling and statistical analysis. The proposed model is built upon cutting-edge soft computing techniques. These techniques – fuzzy logic, neural networks, and genetic algorithms - are expertly integrated, each contributing unique elements to enhance the model’s accuracy and dependability. Fuzzy logic, with its capacity to handle ambiguity, provides nuanced evaluations, accounting for sports’ inherent uncertainties. Neural networks offer the model a capacity to learn and evolve, refining its evaluations as it processes new data. Genetic algorithms, modeled on natural evolution, optimize the model’s decision-making process, highlighting the most successful player strategies. This innovative approach could reshape player evaluations, replacing one-dimensional, static metrics with a dynamic, multi-faceted framework. Coaches, managers, and analysts will be equipped with a robust tool for decision-making and talent sourcing, ushering in a new era of sports analytics.

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“…The main task of the model is analytical expert actions. Thus, my work is a relevant research topic, which can benefit both the gaming industry and sports competitions [4,5,6].…”

Section: Introductionmentioning

confidence: 99%

“…Develop a mathematical model for calculating player ratings using soft calculations. 4. Conduct an experimental study of the developed model on real data.…”

Section: Introductionmentioning

confidence: 99%

Development of the mathematical model for calculating player ratings using soft calculations

Pashin,

Minyazev,

Nuriyev

2023

E3S Web Conf.

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Mathematical model of fluid flow along a straight through filled with a distributed flow from above

et al. 2023

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In a one-dimensional approximation and in the absence of friction forces, a mathematical model has been developed for the steady flow of an incompressible fluid along a straight line, for example, a drainage gutter, into which a distributed flow flows from above. The boundary condition missing for solving the system of equations of momentum and continuity is determined using the principle of minimum potential energy. For a rectangular chute, equations are obtained that allow one to calculate the distributions of the layer thickness and fluid velocity along the length of the chute with a plug at one end and without a plug, slope and without slope to the horizon, depending on the intensity of the incoming flow, the size of the chute, and the density of the liquid. This model, by means of a simple recalculation, can also be extended to the flow in a trough of a different cross-sectional profile. The results of the study can be applied to the calculation of external drainage systems.

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Design of a Modern System of Pouring Aircraft Equipment for Discharging Fire-Extinguishing Liquid from a Transport Aircraft

Tereshonkov

Prokopenko

Sushko

2022

2022 International Conference on Industrial Engineering, Applications and Manufacturing (ICIEAM)

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The Artificial Intelligence Platform with the Use of DNN to Detect Flames: A Case of Acoustic Extinguisher

Cited by 6 publications

References 19 publications

Development of the mathematical model for calculating player ratings using soft calculations

Development of the mathematical model for calculating player ratings using soft calculations

Mathematical model of fluid flow along a straight through filled with a distributed flow from above

Design of a Modern System of Pouring Aircraft Equipment for Discharging Fire-Extinguishing Liquid from a Transport Aircraft

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