Sánchez-Gómez, Claudia
Main Affiliation
Preferred name
Sánchez-Gómez, Claudia
Official Name
Sánchez Gómez, Claudia Nallely
ORCID
0000-0001-6316-5214
Researcher ID
DTU-3417-2022
Scopus Author ID
57201851558
35 results
Now showing 1 - 10 of 35
- Some of the metrics are blocked by yourconsent settings
Item type:Publication, Generation of Hyperspectral Indices for Non-Invasive Crop Property Analysis Through Genetic Programming(IEEE, 2024-12-04)27 - Some of the metrics are blocked by yourconsent settings
Item type:Publication, Performance Comparison of Multi-Objective Optimizers for Dynamic Balancing of Six-Bar Watt Linkages Using a Fully Cartesian Model(MDPI AG, 2025-07-04); ; 9 - Some of the metrics are blocked by yourconsent settings
Item type:Publication, Investment Portfolio Optimization Using Technical Indicators and White-Box ModelsQuantitative trading has revolutionized in recent years with the integration of machine learning. However, most proposals are complex models that often need help with model understanding and feature importance identification. This study presents a methodology for optimizing investment portfolios using the XGBoost algorithm and a comprehensive set of technical indicators. The primary objective is to maximize returns by accurately predicting stock prices and selecting the most profitable stocks. Our proposal is based on decision trees, eliminating the need for recurrent neural networks or time series representations of data and enabling white-box machine learning models that are easier to interpret. We tried our proposal with real data corresponding to a collection of stocks of the 500 most influential companies in the United States of America, utilizing historical data such as open prices, highest and lowest prices, and trading volume. Experimental results demonstrated that our approach successfully identified the most profitable stocks, outperforming random portfolios and showing significant profit accumulation over time. This approach recognizes the most feasible indicators and facilitates the automatic design of investment portfolios and the analysis of the importance of technical indicators in complex data.23 - Some of the metrics are blocked by yourconsent settings
Item type:Publication, 2 15 - Some of the metrics are blocked by yourconsent settings
Item type:Publication, 1 13Scopus© Citations 4 - Some of the metrics are blocked by yourconsent settings
Item type:Publication, Images dataset of beef meat samples with different shelf life(2023); ; ; 1 18 - Some of the metrics are blocked by yourconsent settings
Item type:Publication, I3GO+ at RICATIM 2017: A semi-supervised approach to determine the relevance between images and text-annotations(2017)1 6Scopus© Citations 1 - Some of the metrics are blocked by yourconsent settings
Item type:Publication, Optimización del balanceo de un mecanismo plano mediante redistribución de masas(2022); ; ; 2 21 - Some of the metrics are blocked by yourconsent settings
Item type:Publication, Selecting crackling product based on sensory analysis by different statistical data approaches(2017); 1 11 - Some of the metrics are blocked by yourconsent settings
Item type:Publication, Landscape images distance using kullback leibler divergence(2018); ; Gutiérrez, Sebastián1 10Scopus© Citations 1