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A Fluid Flow‐Based Deep Learning (FFDL) Architecture for Subsurface Flow Systems With Application to Geologic CO2 Storage
Published 2025-01-01“…It uses physical operators that serve as nonlinear activation functions and imposes the general structure of the fluid flow equations to facilitate its training with data pertaining to the specific subsurface flow application of interest. …”
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The mediating role of cognitive fusion in the relationship between body dysmorphic disorder and cognitive avoidance: A study on cosmetic surgery applicants
Published 2025-05-01“…Data analysis was conducted using the Pearson correlation coefficient and path analysis, employing SPSS version 24 and SmartPLS version 3. …”
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Mobile application based on KDD to predict high-crime areas and promote sustainability in citizen security in a district of Lima-Perú
Published 2025-08-01“…Using historical data of criminal incidents and reports registered by users in the application, models capable of predicting the occurrence of crimes in real time are trained. …”
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Evaluación de sitios turísticos mediante análisis de sentimientos de comentarios emitidos por usuarios en redes sociales
Published 2022-06-01“…La investigación se muestra en función del desarrollo de un sistema informático utilizando herramientas Big Data (Python, Node.Js, Mongo DB), que permiten recolectar, almacenar y procesar gran cantidad de información. …”
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Investigation of the Internal Structure of Hard-to-Reach Objects Using a Hybrid Algorithm on the Example of Walls
Published 2025-05-01“…The article presents research on the application of computed tomography with an incomplete dataset to the problem of examining the internal structure of walls. …”
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Detection of Typical Transient Signals in Water by XGBoost Classifier Based on Shape Statistical Features: Application to the Call of Southern Right Whale
Published 2024-09-01“…By extracting shape statistical features from audio and using the XGBoost classifier, our method not only outperforms the traditional convolutional neural network (CNN) method in accuracy but also reduces the dependence on labeled data, thus improving the detection efficiency. The integration of these features significantly enhances model performance, promoting the broader application of marine acoustic remote sensing technologies. …”
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Intrusion Detection for Wireless Sensor Network Using Particle Swarm Optimization Based Explainable Ensemble Machine Learning Approach
Published 2025-01-01“…Wireless Sensor Networks (WSN) play a pivotal role in various domains, including monitoring, security, and data transmission. However, their susceptibility to intrusions poses a significant challenge. …”
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Evaluating Factors Affecting Interior Architectural Space Quality to Enhance Spatial Resilience and Human Productivity: An Application of Maslow’s Hierarchy of Needs
Published 2025-06-01“…This research adopts a qualitative, exploratory approach, is practical in its intended application, and employs qualitative data collection techniques. …”
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