Effects on the Economic and Sustainable Development and on the Poverty and Social Inequality

Remeikienė, Rita; Gaspareniene, Ligita

doi:10.1007/978-3-031-34082-6_9

Cited by 2 publications

(1 citation statement)

References 74 publications

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“…Investment in physical infrastructure (water, electricity, clean fuels, and sanitation) is needed for development, employment, equity, and security [ 12 ]. Infrastructure services aid businesses with production, transportation, and transactions that promote growth, increasing income distribution between the poor and rich and reducing unemployment [ [13] , [14] , [15] , [16] ]. In addition, infrastructure facilitates the physical mobility of people and products and eliminates productivity constraints.…”

Section: Introductionmentioning

confidence: 99%

Catalyzing sustainable development: Exploring the interplay between access to clean water, sanitation, renewable energy and electricity services in shaping China's energy, economic growth, and environmental landscape

Wang,

Zhang,

Tang

et al. 2024

Heliyon

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Section: Introductionmentioning

confidence: 99%

Catalyzing sustainable development: Exploring the interplay between access to clean water, sanitation, renewable energy and electricity services in shaping China's energy, economic growth, and environmental landscape

Wang,

Zhang,

Tang

et al. 2024

Heliyon

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Novel intelligent supervised neuro-structures for nonlinear financial crime differential systems

Syed,

Fang,

Kiani

et al. 2024

Mod. Phys. Lett. B

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Artificial intelligence (AI)-based applications contribute to monitoring financial transactions and detect fraudulent activity in real-time by analyzing transaction patterns, consumer behavior, and other statistics, making them essential for quickly addressing potential threats in the fight against financial crime dynamics. Leveraging financial crime systems with intelligent supervised neuro-structures exploiting nonlinear autoregressive exogenous networks integrating damped least square (NARX-DLS) optimization methods to achieve an appropriate degree of accuracy and adaptability for the estimation of complex nonlinear financial crime differential systems (NFCDSs). The representative NFCDS for financial crime indicators is expressed as susceptible individuals, financial criminals, individuals under prosecution, imprisoned individuals, and honest individuals. The Adams numerical solver accomplishes the acquisition of synthetic data for the layer structure NARX-DLS algorithm execution to solve NFCDSs for various financial crime parameters, such as recruitment rate, influence rate, conversion rate to honest people, financial criminal prosecution rate per capita, discharge and acquittal rate from prosecutions, percentage of discharge rate from prosecution, transition rate to prison, and freedom rate. A sturdy overlap between the solutions of NARX-DLSs and the reference numerical results of NFCDSs implies that the error value is close to a desirable value of zero. The effectiveness of the NARX-DLSs is evidenced by including a variety of assessment metrics that carefully examine the model’s correctness and efficacy, including mean square error-based convergence arches, adaptive regulating parameters, error distribution, and input-error/cross-correlation analyses.

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Effects on the Economic and Sustainable Development and on the Poverty and Social Inequality

Cited by 2 publications

References 74 publications

Catalyzing sustainable development: Exploring the interplay between access to clean water, sanitation, renewable energy and electricity services in shaping China's energy, economic growth, and environmental landscape

Catalyzing sustainable development: Exploring the interplay between access to clean water, sanitation, renewable energy and electricity services in shaping China's energy, economic growth, and environmental landscape

Novel intelligent supervised neuro-structures for nonlinear financial crime differential systems

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