ListarOtras Publicaciones: artículos, libros... por tema "machine learning"
Mostrando ítems 1-8 de 8
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Advanced unsupervised learning: a comprehensive overview of multi-view clustering techniques
(Artificial Intelligence Revie, 2025)Machine learning techniques face numerous challenges to achieve optimal performance. These include computational constraints, the limitations of single-view learning algorithms and the complexity of processing large datasets ... -
Artificial intelligence in educational data mining and Human-in-the-loop machine learning and machine teaching: analysis of scientific knowledge
(Applied Sciences, 2025)This study explores the integration of artificial intelligence (AI) into educational data mining (EDM), human-assisted machine learning (HITL-ML), and machine-assisted teaching, with the aim of improving adaptive and ... -
Comparative analysis of paraphrasing performanceof ChatGPT, GPT-3, and T5 language modelsusing a new ChatGPT generated dataset: ParaGPT
(Expert Systems, 2024)Paraphrase generation is a fundamental natural language processing (NLP) task that refers to the process of generating a well-formed and coherent output sentence that exhibits both syntactic and/or lexical diversity from ... -
Evaluating the COVID−19 impact on tourism and access routes to Spain: a counterfactual analysis
(Elsevier, 2025)This research examines the impact of COVID-19 on Spanish international tourism, focusing on the routes of access to the country. Using data from October 2015 to March 2024, a counterfactual analysis was conducted to calculate ... -
How Sentiment Indicators Improve Algorithmic Trading Performance
(Sage Open, 2025)This study explores the hypothesis that sentiment indicators can enhance the performance of algorithmic trading strategies. Specifically, we investigate the impact of incorporating investor sentiment metrics, such as the ... -
Machine Learning Analysis of the Impact of Increasing the Minimum Wage on Income Inequality in Spain from 2001 to 2021
(Recent Progress in Science and Engineering, 2025)The main aim of this work is to analyze the impact of the National Minimum Wage (NMW) on wealth redistribution in Spain during the 2001-2021 period. This research addresses a fundamental question: Does increasing the minimum ... -
Nutritional and lifestyle features in a mediterranean cohort: an epidemiological instrument for categorizing metabotypes based on a computational algorithm
(MDPI, 2024)Background and Objectives: Modern classification and categorization of individuals’ health requires personalized variables such as nutrition, physical activity, lifestyle, and medical data through advanced analysis and ... -
Translational algorithms for technological dietary quality assessment integrating nutrimetabolic data with machine learning methods
(MDPI, 2024)Recent advances in machine learning technologies and omics methodologies are revolutionizing dietary assessment by integrating phenotypical, clinical, and metabolic biomarkers, which are crucial for personalized precision ...
