Video Experimental Relacionado
Updated: Sep 9, 2025
12:26
Integrating Remote Sensing with Species Distribution Models; Mapping Tamarisk Invasions Using the Software for Assisted Habitat Modeling SAHM
Published on: October 11, 2016
13.4K
Arquitectura basada en eventos y árbol de decisiones inteligente que facilita el diseño del modelo de seguimiento de
Yixian Wen1, Suo Zhang2, Sisi Zhang1
1School of Business, Hunan Institute of Technology, Hengyang, Hunan, China.
PloS one
|September 4, 2025
Resumen
Este estudio introduce un modelo de seguimiento del comercio sostenible que utiliza una arquitectura basada en eventos y árboles de decisión para una asignación eficiente de recursos. El marco innovador mejora la eficacia operativa y garantiza una supervisión fluida de la actividad comercial.
Área de la Ciencia:
- * Seguimiento del comercio sostenible
- * Arquitectura impulsada por eventos
- * Árboles de decisión inteligentes
Sus antecedentes:
- * El seguimiento convencional del comercio tiene dificultades para adaptarse a las condiciones dinámicas del mercado.
- * Necesidad de marcos de vigilancia adaptables y eficientes.
- * Limitaciones en la asignación de recursos para flujos de datos en tiempo real.
Objetivo del estudio:
- * Introducir un nuevo modelo de seguimiento para el comercio sostenible.
- * Mejorar la adaptabilidad y la eficacia de la vigilancia de las actividades comerciales.
- * Optimizar la asignación de recursos y la eficacia operativa.
Principales métodos:
- * Integración de arquitecturas basadas en eventos y árboles de decisión inteligentes.
- * Desarrollo de reglas para la inyección de datos y la alineación del procesamiento.
- * Implementación de un algoritmo de decisión de árbol binario óptimo utilizando programación dinámica.
- * Evaluación en tiempo real del estado de los recursos por agentes inteligentes.
Principales resultados:
- * Mejora de la eficiencia de la acumulación de datos (promedio) 15.46) y las demás.
- * Reducción de la latencia de procesamiento en un 14,67%.
- * Aumento de la utilización media de los recursos hasta el 60,29%.
- * Se logró un rendimiento de 336,5 Mbps.
Conclusiones:
- * El modelo demuestra un rendimiento superior en las métricas de monitoreo clave.
- * Permite responder rápidamente a las fluctuaciones del mercado y reduce el consumo de energía.
- * Equilibra los beneficios económicos con la preservación del medio ambiente para la continuidad del comercio.
Más Videos Relacionados
12:18A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
7.6K
11:53Spatial Multiobjective Optimization of Agricultural Conservation Practices using a SWAT Model and an Evolutionary Algorithm
Published on: December 9, 2012
13.0K
Videos de Conceptos Relacionados
01:14Decision Making: Traditional Method
4.1K
The process of hypothesis testing based on the traditional method includes calculating the critical value, testing the value of the test statistic using the sample data, and interpreting these values.
First, a specific claim about the population parameter is decided based on the research question and is stated in a simple form. Further, an opposing statement to this claim is also stated. These statements can act as null and alternative hypotheses, out of which a null hypothesis would be a...
First, a specific claim about the population parameter is decided based on the research question and is stated in a simple form. Further, an opposing statement to this claim is also stated. These statements can act as null and alternative hypotheses, out of which a null hypothesis would be a...
4.1K
01:19Survival Tree
157
Survival trees are a non-parametric method used in survival analysis to model the relationship between a set of covariates and the time until an event of interest occurs, often referred to as the "time-to-event" or "survival time." This method is particularly useful when dealing with censored data, where the event has not occurred for some individuals by the end of the study period, or when the exact time of the event is unknown.
Building a Survival Tree
Constructing a...
Building a Survival Tree
Constructing a...
157
01:20Decision Making
223
Decision-making is a fundamental cognitive process that involves evaluating alternatives and selecting among them. This process can range from simple choices, such as deciding what to wear, to complex decisions, like choosing a major in college or a career path. The complexity of the decision often dictates the approach we use, which can be broadly categorized into two types: automatic and controlled decision-making.
Automatic decision-making is fast, intuitive, and relies on gut feelings...
Automatic decision-making is fast, intuitive, and relies on gut feelings...
223
01:09Decision Making: P-value Method
5.7K
The process of hypothesis testing based on the P-value method includes calculating the P- value using the sample data and interpreting it.
First, a specific claim about the population parameter is proposed. The claim is based on the research question and is stated in a simple form. Further, an opposing statement to the claim is also stated. These statements can act as null and alternative hypotheses: a null hypothesis would be a neutral statement while the alternative hypothesis can...
First, a specific claim about the population parameter is proposed. The claim is based on the research question and is stated in a simple form. Further, an opposing statement to the claim is also stated. These statements can act as null and alternative hypotheses: a null hypothesis would be a neutral statement while the alternative hypothesis can...
5.7K
01:17Design Example: Analyzing Capacity Contours for Flood Risk Assessment
98
Flood risk assessment involves careful planning and analysis to ensure the safety of communities near water retention structures. Capacity contours are a vital tool in this process, as they illustrate the potential spread of water at specific levels in a given area. In the context of building a bund across a small valley, these contours play a critical role in evaluating the safety of nearby residential areas.In this example, the bund is intended to store stormwater in the valley. The engineers...
98
01:29Econometric Views (EViews)
246
Econometric Views, often stylized as EViews, is a package that merges statistical analysis with econometric studies. It is designed to provide tools for time series analysis, forecasting, and econometric model simulation. The software originated from MicroTSP software and has evolved significantly since its inception in 1981. The history of EViews is marked by a continuous effort to enhance its computational speed and user interface. It was initially developed for large computing systems but...
246