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Esperanza García-Gonzalo

University of Oviedo

H指数:26

被引数:2,754

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Interpretable Optimized Extreme Gradient Boosting for Prediction of Higher Heating Value from Elemental Composition of Coal Resource to Energy Conversion

可解释的优化极限梯度提升方法在基于煤炭资源元素组成预测高位发热值中的应用

Big Data and Cognitive Computing

IF4.4

2026-04-080

OAAI

Interpretable Machine Learning Models for Estimating Electric Energy Consumption in Steel Industries

IF2.2

2025-10-220

OAAI

Interpretable machine learning models for forecasting elemental composition of solid biomass fuels from proximate analyses in energy processes

可解释的机器学习模型用于预测能源过程中固体生物质燃料的元素组成，基于近似分析

Journal of the Energy Institute

IF6.2

2025-10-030

PRE

Machine learning model for hourly power forecast in combined cycle plants using MARS and whale optimisation

基于MARS和鲸鱼优化的联合循环电厂小时级电力预测机器学习模型

Thermal Science and Engineering Progress

IF5.4

2025-07-190

PRE

Prediction of the bed expansion and pressure drop in microirrigation media filter backwashing using artificial neural networks and comparison with other machine learning techniques

利用人工神经网络预测微灌介质过滤器反冲洗中的床层膨胀和压降，并与其他机器学习技术进行比较

SMART AGRICULTURAL TECHNOLOGY

IF5.7

2025-06-110

OAAI

Optimised random forest for predicting bed expansion and pressure drop in media filter backwashing

优化随机森林用于预测介质滤池反冲洗中的床层膨胀和压降

Biosystems Engineering

IF5.3

2025-05-210

OA

Forecast of chlorophyll-a concentration as an indicator of phytoplankton biomass in El Val reservoir by utilizing various machine learning techniques: A case study in Ebro river basin, Spain

JOURNAL OF HYDROLOGY

IF6.3

2024-08-013

OAAI

Estimation of the coal higher heating value for energy systems relied on ultimate analysis with machine learning techniques

IF7.5

2024-02-012

OAAI

Predicting the critical superconducting temperature using the random forest, MLP neural network, M5 model tree and multivariate linear regression

ALEXANDRIA ENGINEERING JOURNAL

IF6.8

2024-01-015

OAAI

Data-driven state-of-charge prediction of a storage cell using ABC/GBRT, ABC/MLP and LASSO machine learning techniques

applied and computational mathematics

IF2.6

2023-12-010

OAAI

Modelling energy performance of residential dwellings by using the MARS technique, SVM-based approach, MLP neural network and M5 model tree

IF11

2023-07-015

OAAI

Impact of Surgical Rejuvenation on Visual Processing and Character Attribution of Periorbital Aging

PLASTIC AND RECONSTRUCTIVE SURGERY

IF3.4

2022-06-247

PRE

Forecast of the higher heating value based on proximate analysis by using support vector machines and multilayer perceptron in bioenergy resources

IF7.5

2022-06-0112

PRE

Modeling eutrophication risks in Tanes reservoir by using a hybrid WOA optimized SVR-relied technique along with feature selection based on the MARS approximation

STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

IF3.6

2021-11-192

OA

Sulfatase 2 Is Associated with Steroid Resistance in Childhood Nephrotic Syndrome

JOURNAL OF CLINICAL MEDICINE

IF2.9

2021-02-022

OAAI

A New Predictive Model for Evaluating Chlorophyll-a Concentration in Tanes Reservoir by Using a Gaussian Process Regression

WATER RESOURCES MANAGEMENT

IF4.7

2020-11-0412

PREAI

Evolution and forecasting of PM10 concentration at the Port of Gijon (Spain)

SCIENTIFIC REPORTS

IF3.9

2020-07-1613

OAAI

A new predictive model for the outlet turbidity in micro-irrigation sand filters fed with effluents using Gaussian process regression

COMPUTERS AND ELECTRONICS IN AGRICULTURE

IF8.9

2020-03-0110

OAAI

Chrome Layer Thickness Modelling in a Hard Chromium Plating Process Using a Hybrid PSO/RBF-SVM-Based Model

INTERNATIONAL JOURNAL OF INTERACTIVE MULTIMEDIA AND ARTIFICIAL INTELLIGENCE

IF2.4

2020-01-015

OA

Forecast of the higher heating value in biomass torrefaction by means of machine learning techniques

applied and computational mathematics

IF2.6

2019-09-0162

OAAI