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ORCIDIgnacio Turias
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- affiliation: University of Cadiz, Algeciras, Spain
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Journal Articles
- 2023
[j11]José Antonio Moscoso López, Javier González-Enrique
, Daniel Urda, Juan Jesús Ruiz-Aguilar, Ignacio J. Turias:
Hourly pollutants forecasting using a deep learning approach to obtain the AQI. Log. J. IGPL 31(4): 722-738 (2023)- 2021
- [j10]José Antonio Moscoso López, Daniel Urda, Juan Jesús Ruiz-Aguilar, Javier González-Enrique, Ignacio J. Turias:
A machine learning-based forecasting system of perishable cargo flow in maritime transport. Neurocomputing 452: 487-497 (2021) - [j9]Juan Jesús Ruiz-Aguilar, Ignacio Turias, Javier González-Enrique, Daniel Urda, David A. Elizondo:
A permutation entropy-based EMD-ANN forecasting ensemble approach for wind speed prediction. Neural Comput. Appl. 33(7): 2369-2391 (2021) - [j8]Daniel Urda, Francisco J. Veredas, Javier González-Enrique, Juan J. Ruiz-Aguilar, José M. Jerez, Ignacio J. Turias:
Deep neural networks architecture driven by problem-specific information. Neural Comput. Appl. 33(15): 9403-9423 (2021) - [j7]Javier González-Enrique, Juan Jesús Ruiz-Aguilar, José Antonio Moscoso López, Daniel Urda, Lipika Deka, Ignacio J. Turias:
Artificial Neural Networks, Sequence-to-Sequence LSTMs, and Exogenous Variables as Analytical Tools for NO2 (Air Pollution) Forecasting: A Case Study in the Bay of Algeciras (Spain). Sensors 21(5): 1770 (2021) - 2020
- [j6]Juan Jesús Ruiz-Aguilar, Daniel Urda, José Antonio Moscoso López, Javier González-Enrique, Ignacio J. Turias:
A freight inspection volume forecasting approach using an aggregation/disaggregation procedure, machine learning and ensemble models. Neurocomputing 391: 282-291 (2020) - 2019
- [j5]Antonio Gil Ropero, Ignacio Turias Domínguez, Maria del Mar Cerbán Jiménez:
Bootstrapped operating efficiency in container ports: a case study in Spain and Portugal. Ind. Manag. Data Syst. 119(4): 924-948 (2019) - [j4]José Antonio Moscoso López, Ignacio J. Turias, María Jesús Jiménez-Come, Juan Jesús Ruiz-Aguilar, María del Mar Cerbán:
A two-stage forecasting approach for short-term intermodal freight prediction. Int. Trans. Oper. Res. 26(2): 642-666 (2019) - [j3]Juan Jesús Ruiz-Aguilar, Ignacio J. Turias, José Antonio Moscoso López, María Jesús Jiménez-Come, María del Mar Cerbán:
Efficient goods inspection demand at ports: a comparative forecasting approach. Int. Trans. Oper. Res. 26(5): 1906-1934 (2019) - 2012
- [j2]María Jesús Jiménez-Come, Eva Muñoz, Rosa García, Victoria Matres, M. Luz Martín, Francisco Trujillo, Ignacio J. Turias:
Pitting corrosion behaviour of austenitic stainless steel using artificial intelligence techniques. J. Appl. Log. 10(4): 291-297 (2012) - 2010
- [j1]J. M. Górriz, Javier Ramírez, Elmar Wolfgang Lang, Carlos García Puntonet, Ignacio Turias:
Improved likelihood ratio test based voice activity detector applied to speech recognition. Speech Commun. 52(7-8): 664-677 (2010)
Conference and Workshop Papers
- 2023
- [c29]Arantxa M. Ortega León, Roa'a Khaled, María Inmaculada Rodríguez-García, Daniel Urda, Ignacio J. Turias:
A Machine Learning Approach to Predict MRI Brain Abnormalities in Preterm Infants Using Clinical Data. IWBBIO (1) 2023: 419-430 - [c28]María Gema Carrasco-García, María Inmaculada Rodríguez-García, Javier González-Enrique, Paloma Rocío Cubillas-Fernández, Juan Jesús Ruiz-Aguilar, Ignacio José Turias Domínguez:
Hyperspectral Technology for Oil Spills Detection by Using Artificial Neural Network Classifier. SOCO (1) 2023: 82-91 - 2022
- [c27]María Inmaculada Rodríguez-García, Javier González-Enrique, Juan Jesús Ruiz-Aguilar, Ignacio J. Turias:
A SO2 Pollution Concentrations Prediction Approach Using Autoencoders. SOCO 2022: 41-50 - [c26]Javier González-Enrique, Juan Jesús Ruiz-Aguilar, Eduardo Madrid Navarro, Rosa Martínez Álvarez-Castellanos, Ivan Felis Enguix, José M. Jerez, Ignacio J. Turias:
Deep Learning Approach for the Prediction of the Concentration of Chlorophyll ɑ in Seawater. A Case Study in El Mar Menor (Spain). SOCO 2022: 72-85 - [c25]María Inmaculada Rodríguez-García, Nawel Kouadria, Arantxa M. Ortega León, Javier González-Enrique, Ignacio J. Turias:
Virtual Sensor to Estimate Air Pollution Heavy Metals Using Bioindicators. SOCO 2022: 208-216 - [c24]Damián Nimo, Javier González-Enrique, David Perez, Juan Almagro, Daniel Urda, Ignacio J. Turias:
A Virtual Sensor Approach to Estimate the Stainless Steel Final Chemical Characterisation. SOCO 2022: 350-360 - 2020
- [c23]Damián Nimo, Bernabé Dorronsoro, Ignacio J. Turias, Daniel Urda:
Learning Variables Structure Using Evolutionary Algorithms to Improve Predictive Performance. OLA 2020: 58-68 - [c22]Juan Jesús Ruiz-Aguilar, Daniel Urda, José Antonio Moscoso López, Javier González-Enrique, Ignacio J. Turias:
Container Demand Forecasting at Border Posts of Ports: A Hybrid SARIMA-SOM-SVR Approach. OLA 2020: 69-81 - [c21]José Antonio Moscoso López, Daniel Urda, Javier González-Enrique, Juan Jesús Ruiz-Aguilar, Ignacio J. Turias:
Hourly Air Quality Index (AQI) Forecasting Using Machine Learning Methods. SOCO 2020: 123-132 - 2019
- [c20]Héctor Mesa, Daniel Urda, Juan J. Ruiz-Aguilar, José Antonio Moscoso López, Juan Almagro, Patricia Acosta, Ignacio J. Turias:
A Machine Learning Approach to Determine Abundance of Inclusions in Stainless Steel. HAIS 2019: 504-513 - [c19]José Antonio Moscoso López, Juan Jesús Ruiz-Aguilar, Javier González-Enrique, Daniel Urda, Héctor Mesa, Ignacio J. Turias:
Ro-Ro Freight Prediction Using a Hybrid Approach Based on Empirical Mode Decomposition, Permutation Entropy and Artificial Neural Networks. HAIS 2019: 563-574 - [c18]Daniel Urda Muñoz, Juan Jesús Ruiz-Aguilar, Javier González-Enrique, Ignacio Turias Domínguez:
A Deep Ensemble Neural Network Approach to Improve Predictions of Container Inspection Volume. IWANN (1) 2019: 806-817 - [c17]José Antonio Moscoso López, Juan Jesús Ruiz-Aguilar, Daniel Urda, Javier González-Enrique, Ignacio José Turias:
Ro-Ro Freight Forecasting Based on an ANN-SVR Hybrid Approach. Case of the Strait of Gibraltar. IWANN (1) 2019: 818-831 - [c16]Javier González-Enrique, Juan Jesús Ruiz-Aguilar, José Antonio Moscoso López, Steffanie Van Roode, Daniel Urda, Ignacio J. Turias:
A Genetic Algorithm and Neural Network Stacking Ensemble Approach to Improve NO2 Level Estimations. IWANN (1) 2019: 856-867 - [c15]Daniel Urda, Francisco J. Veredas, Ignacio Turias, Leonardo Franco:
Addition of Pathway-Based Information to Improve Predictions in Transcriptomics. IWBBIO (2) 2019: 200-208 - [c14]Steffanie Van Roode, Juan Jesús Ruiz-Aguilar, Francisco Javier Gonzalez-Enrique, Ignacio J. Turias:
A Hybrid Approach for Short-Term NO2 Forecasting: Case Study of Bay of Algeciras (Spain). SOCO 2019: 190-198 - 2018
- [c13]José Antonio Moscoso López, Ignacio J. Turias, Juan Jesús Ruiz-Aguilar, Francisco Javier Gonzalez-Enrique:
SVR-Ensemble Forecasting Approach for Ro-Ro Freight at Port of Algeciras (Spain). SOCO-CISIS-ICEUTE 2018: 357-366 - [c12]Daniel Urda, José M. Jerez, Ignacio J. Turias:
Data Dimension and Structure Effects in Predictive Performance of Deep Neural Networks. SoMeT 2018: 361-372 - 2017
- [c11]José Luis Subirats, Héctor Mesa, Francisco Ortega-Zamorano, Gustavo Juárez, José M. Jerez, Ignacio J. Turias, Leonardo Franco:
Solving Scheduling Problems with Genetic Algorithms Using a Priority Encoding Scheme. IWANN (1) 2017: 52-61 - [c10]Juan Jesús Ruiz-Aguilar, José Antonio Moscoso López, Ignacio J. Turias, Francisco Javier Gonzalez-Enrique:
Forecasting Freight Inspection Volume Using Bayesian Regularization Artificial Neural Networks: An Aggregation-Disaggregation Procedure. SOCO-CISIS-ICEUTE 2017: 179-187 - 2014
- [c9]José Antonio Moscoso López, Juan J. Ruiz-Aguilar, Ignacio J. Turias, María Mar Cerbán, María Jesús Jiménez-Come:
A Comparison of Forecasting Methods for Ro-Ro Traffic: A Case Study in the Strait of Gibraltar. DepCoS-RELCOMEX 2014: 345-353 - [c8]Juan J. Ruiz-Aguilar, Ignacio J. Turias, María Jesús Jiménez-Come, María Mar Cerbán:
Hybrid Approaches of Support Vector Regression and SARIMA Models to Forecast the Inspections Volume. HAIS 2014: 502-514 - 2013
- [c7]Daniel Urda, Rafael Marcos Luque, María Jesús Jiménez-Come, Ignacio Turias Domínguez, Leonardo Franco, José Manuel Jerez:
A Constructive Neural Network to Predict Pitting Corrosion Status of Stainless Steel. IWANN (1) 2013: 88-95 - 2011
- [c6]María Jesús Jiménez-Come, Eva Muñoz, Rosa García, Victoria Matres, M. Luz Martín, Francisco Trujillo, Ignacio J. Turias:
Austenitic Stainless Steel EN 1.4404 Corrosion Detection Using Classification Techniques. SOCO 2011: 193-201 - [c5]Eva Muñoz García, M. Luz Martín Rodríguez, María Jesús Jiménez-Come, Francisco Trujillo Espinosa, Ignacio Turias Domínguez:
Prediction of Peak Concentrations of PM10 in the Area of Campo de Gibraltar (Spain) Using Classification Models. SOCO 2011: 203-212 - 2007
- [c4]Oscar Pernía, Juan Manuel Górriz, Javier Ramírez, Carlos García Puntonet, Ignacio Turias:
An Efficient VAD Based on a Hang-Over Scheme and a Likelihood Ratio Test. IWANN 2007: 31-38 - [c3]Oscar Pernía, Juan Manuel Górriz, Javier Ramírez, Carlos García Puntonet, Ignacio Turias:
Improved Likelihood Ratio Test Detector Using a Jointly Gaussian Probability Distribution Function. IWINAC (2) 2007: 37-44 - [c2]Oscar Pernía, Juan Manuel Górriz, Javier Ramírez, Carlos García Puntonet, Ignacio Turias:
An Efficient VAD Based on a Generalized Gaussian PDF. NOLISP 2007: 246-254 - 2006
- [c1]Juan Manuel Górriz, Javier Ramírez, Ignacio Turias, Carlos García Puntonet, Jesús González, Elmar Wolfgang Lang:
C-Means Clustering Applied to Speech Discrimination. International Conference on Computational Science (1) 2006: 649-656
Coauthor Index
aka: Francisco Javier Gonzalez-Enrique
aka: Juan J. Ruiz-Aguilar
aka: Daniel Urda Muñoz
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