Información ORCID de TURIAS DOMINGUEZ, IGNACIO JOSE
Biografía
Papers and research works can be found in:\nhttp://www.researcherid.com/rid/L-7211-2014\nhttp://www.linkedin.com/pub/ignacio-turias/46/515/305\nhttps://www.researchgate.net/profile/Ignacio_Turias/
Empleo
Full Professor - Dr. Industrial Engineering (Computer Science Departament)
University of Cádiz: Algeciras, ",
, España
Obras
Air Pollution PM10 Forecasting Maps in the Maritime Area of the Bay of Algeciras (Spain)
Journal-title
2024 | JOURNAL_ARTICLE
DOI: 10.3390/jmse12030397
Journal-title
Journal-title
Mostrar Detalles
Application of Computational Contact tools of Finite Element Analysis to Predict Ground‐Borne Vibrations Generated by Trains in Ballasted Tracks
Journal-title
2024 | OTHER
DOI: 10.20944/preprints202402.0547.v1
Journal-title
Journal-title
Mostrar Detalles
A Machine Learning Approach for Modelling Cold-Rolling Curves for Various Stainless Steels
Journal-title
2023 | JOURNAL_ARTICLE
DOI: 10.3390/ma17010147
Journal-title
Journal-title
Mostrar Detalles
Forecasting air pollutants using classification models: a case study in the Bay of Algeciras (Spain)
Journal-title
2023 | JOURNAL_ARTICLE
DOI: 10.1007/s00477-023-02512-2
Journal-title
Journal-title
Mostrar Detalles
Application of Multivariate Statistical Techniques as an Indicator of Variability of the Effects of COVID-19 on the Paris Memorandum of Understanding on Port State Control
Journal-title
2023 | JOURNAL_ARTICLE
DOI: 10.3390/math11143188
Journal-title
Journal-title
Mostrar Detalles
Air pollution relevance analysis in the bay of Algeciras (Spain)
Journal-title
2023 | JOURNAL_ARTICLE
DOI: 10.1007/s13762-022-04466-4
Journal-title
Journal-title
Mostrar Detalles
Long Short-Term Memory Approach for Short-Term Air Quality Forecasting in the Bay of Algeciras (Spain)
Journal-title
2023 | JOURNAL_ARTICLE
DOI: 10.3390/su15065089
Journal-title
Journal-title
Mostrar Detalles
A Machine Learning Approach to Predict MRI Brain Abnormalities in Preterm Infants Using Clinical Data
Journal-title
2023 | BOOK_CHAPTER
DOI: 10.1007/978-3-031-34953-9_33
Journal-title
Journal-title
Mostrar Detalles
A Virtual Sensor Approach to Estimate the Stainless Steel Final Chemical Characterisation
Journal-title
2023 | BOOK_CHAPTER
DOI: 10.1007/978-3-031-18050-7_34
Journal-title
Journal-title
Mostrar Detalles
Deep Learning Approach for the Prediction of the Concentration of Chlorophyll ɑ in Seawater. A Case Study in El Mar Menor (Spain)
Journal-title
2023 | BOOK_CHAPTER
DOI: 10.1007/978-3-031-18050-7_8
Journal-title
Journal-title
Mostrar Detalles
Hyperspectral Technology for Oil Spills Detection by Using Artificial Neural Network Classifier
Journal-title
2023 | BOOK_CHAPTER
DOI: 10.1007/978-3-031-42529-5_8
Journal-title
Journal-title
Mostrar Detalles
A comparison of ranking filter methods applied to the estimation of NO2 concentrations in the Bay of Algeciras (Spain)
Journal-title
2021 | JOURNAL_ARTICLE
DOI: 10.1007/s00477-021-01992-4
Journal-title
Journal-title
Mostrar Detalles
Evaluation of Paris MoU Maritime Inspections Using a STATIS Approach
Journal-title
2021 | JOURNAL_ARTICLE
DOI: 10.3390/math9172092
Journal-title
Journal-title
Mostrar Detalles
A permutation entropy-based EMD–ANN forecasting ensemble approach for wind speed prediction
Journal-title
2021 | JOURNAL_ARTICLE
DOI: 10.1007/s00521-020-05141-w
Journal-title
Journal-title
Mostrar Detalles
A machine learning-based forecasting system of perishable cargo flow in maritime transport
Journal-title
2021 | JOURNAL_ARTICLE
DOI: 10.1016/j.neucom.2019.10.121
EID: 2-s2.0-85096179085
Journal-title
Journal-title
Mostrar Detalles
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)
Journal-title
2021 | JOURNAL_ARTICLE
DOI: 10.3390/s21051770
EID: 2-s2.0-85101918470
Journal-title
Journal-title
Mostrar Detalles
Deep neural networks architecture driven by problem-specific information
Journal-title
2021 | JOURNAL_ARTICLE
DOI: 10.1007/s00521-021-05702-7
EID: 2-s2.0-85099944352
Journal-title
Journal-title
Mostrar Detalles
Hourly Air Quality Index (AQI) Forecasting Using Machine Learning Methods
Journal-title
2021 | BOOK
DOI: 10.1007/978-3-030-57802-2_12
EID: 2-s2.0-85091276262
Journal-title
Journal-title
Mostrar Detalles
A Hybrid Approach for Short-Term NO2 Forecasting: Case Study of Bay of Algeciras (Spain)
Journal-title
2020 | JOURNAL_ARTICLE
DOI: 10.1007/978-3-030-20055-8_18
Journal-title
Journal-title
Mostrar Detalles
A clustering-based hybrid support vector regression model to predict container volume at seaport sanitary facilities
Journal-title
2020 | JOURNAL_ARTICLE
DOI: 10.3390/app10238326
EID: 2-s2.0-85096526529
Journal-title
Journal-title
Mostrar Detalles
A freight inspection volume forecasting approach using an aggregation/disaggregation procedure, machine learning and ensemble models
Journal-title
2020 | JOURNAL_ARTICLE
DOI: 10.1016/J.NEUCOM.2019.06.109
Journal-title
Journal-title
Mostrar Detalles
Analysis of Bootstrapped Operating Efficiency in Container Ports. A Case Study in Spain and Portugal
Journal-title
2020 | BOOK_CHAPTER
DOI: 10.1007/978-3-030-30938-1_42
Journal-title
Journal-title
Mostrar Detalles
Container demand forecasting at border posts of ports: A hybrid SARIMA-SOM-SVR approach
Journal-title
2020 | BOOK
DOI: 10.1007/978-3-030-41913-4_7
EID: 2-s2.0-85080951359
Journal-title
Journal-title
Mostrar Detalles
Learning Variables Structure Using Evolutionary Algorithms to Improve Predictive Performance
Journal-title
2020 | BOOK_CHAPTER
DOI: 10.1007/978-3-030-41913-4_6
Journal-title
Journal-title
Mostrar Detalles
Spatial and Meteorological Behaviour of Daily Ozone Air Pollution in the Bay of Algeciras (2010–2015)
Journal-title
2020 | BOOK_CHAPTER
DOI: 10.1007/978-3-030-30938-1_4
Journal-title
Journal-title
Mostrar Detalles
Clasificación de los puertos españoles mediante análisis cluster
Journal-title
2019 | JOURNAL_ARTICLE
DOI: 10.3989/ic.61806
Journal-title
Journal-title
Mostrar Detalles
Spatial and meteorological relevance in NO2 estimations: a case study in the Bay of Algeciras (Spain)
Journal-title
2019 | JOURNAL_ARTICLE
DOI: 10.1007/s00477-018-01644-0
EID: 2-s2.0-85060334396
Journal-title
Journal-title
Mostrar Detalles
A Deep Ensemble Neural Network Approach to Improve Predictions of Container Inspection Volume
Journal-title
2019 | JOURNAL_ARTICLE
DOI: 10.1007/978-3-030-20521-8_66
Journal-title
Journal-title
Mostrar Detalles
A Genetic Algorithm and Neural Network Stacking Ensemble Approach to Improve NO2 Level Estimations
Journal-title
2019 | BOOK_CHAPTER
DOI: 10.1007/978-3-030-20521-8_70
Journal-title
Journal-title
Mostrar Detalles
A Machine Learning Approach to Determine Abundance of Inclusions in Stainless Steel
Journal-title
2019 | JOURNAL_ARTICLE
DOI: 10.1007/978-3-030-29859-3_43
Journal-title
Journal-title
Mostrar Detalles
A two-stage forecasting approach for short-term intermodal freight prediction
Journal-title
2019 | JOURNAL_ARTICLE
DOI: 10.1111/itor.12337
EID: 2-s2.0-84984831676
Journal-title
Journal-title
Mostrar Detalles
Addition of Pathway-Based Information to Improve Predictions in Transcriptomics
Journal-title
2019 | BOOK
DOI: 10.1007/978-3-030-17935-9_19
EID: 2-s2.0-85065734567
Journal-title
Journal-title
Mostrar Detalles
An artificial neural network ensemble approach to generate air pollution maps
Journal-title
2019 | JOURNAL_ARTICLE
DOI: 10.1007/S10661-019-7901-6
Journal-title
Journal-title
Mostrar Detalles
Bootstrapped operating efficiency in container ports: a case study in Spain and Portugal
Journal-title
2019 | JOURNAL_ARTICLE
DOI: 10.1108/IMDS-03-2018-0132
EID: 2-s2.0-85059448800
Journal-title
Journal-title
Mostrar Detalles
ESTIMATION OF NO2 CONCENTRATION VALUES IN A MONITORING SENSOR NETWORK USING A FUSION APPROACH
Journal-title
2019 | JOURNAL_ARTICLE
Journal-title
Journal-title
Mostrar Detalles
Efficient goods inspection demand at ports: a comparative forecasting approach
Journal-title
2019 | JOURNAL_ARTICLE
DOI: 10.1111/itor.12397
EID: 2-s2.0-85014082095
Journal-title
Journal-title
Mostrar Detalles
Estimation of NO2 concentration values in a monitoring sensor network using a fusion approach
Journal-title
2019 | JOURNAL_ARTICLE
EID: 2-s2.0-85067468363
Journal-title
Journal-title
Mostrar Detalles
Ro-Ro Freight Forecasting Based on an ANN-SVR Hybrid Approach. Case of the Strait of Gibraltar
Journal-title
2019 | JOURNAL_ARTICLE
DOI: 10.1007/978-3-030-20521-8_67
Journal-title
Journal-title
Mostrar Detalles
Ro-Ro Freight Prediction Using a Hybrid Approach Based on Empirical Mode Decomposition, Permutation Entropy and Artificial Neural Networks
Journal-title
2019 | JOURNAL_ARTICLE
DOI: 10.1007/978-3-030-29859-3_48
Journal-title
Journal-title
Mostrar Detalles
SVR-Ensemble Forecasting Approach for Ro-Ro Freight at Port of Algeciras (Spain)
Journal-title
2019 | BOOK
DOI: 10.1007/978-3-319-94120-2_34
EID: 2-s2.0-85048621110
Journal-title
Journal-title
Mostrar Detalles
Data dimension and structure effects in predictive performance of deep neural networks
Journal-title
2018 | BOOK
DOI: 10.3233/978-1-61499-900-3-361
EID: 2-s2.0-85063392550
Journal-title
Journal-title
Mostrar Detalles
Efficiency evolution of largest Iberian peninsula container ports: An application of malmquist productivity index
Journal-title
2018 | JOURNAL_ARTICLE
DOI: 10.19272/201806701004
EID: 2-s2.0-85051725896
Journal-title
Journal-title
Mostrar Detalles
Forecasting freight inspection volume using bayesian regularization artificial neural networks: An aggregation-disaggregation procedure
Journal-title
2018 | BOOK
DOI: 10.1007/978-3-319-67180-2_17
EID: 2-s2.0-85028630098
Journal-title
Journal-title
Mostrar Detalles
Prediction of pitting corrosion status of EN 1.4404 stainless steel by using a 2‐stage procedure based on support vector machines
Journal-title
2017 | JOURNAL_ARTICLE
DOI: 10.1002/cem.2936
EID: 2-s2.0-85028525360
Journal-title
Journal-title
Mostrar Detalles
Una comparativa entre redes neuronales artificiales y métodos clásicos para la predicción de la movilidad entre zonas de transporte. Aplicación práctica en el Campo de Gibraltar, España
Journal-title
2017 | JOURNAL_ARTICLE
DOI: 10.15446/dyna.v84n200.56571
EID: 2-s2.0-85021784050
Journal-title
Journal-title
Mostrar Detalles
Prediction of carbon monoxide (CO) atmospheric pollution concentrations using meterological variables
Journal-title
2017 | JOURNAL_ARTICLE
DOI: 10.2495/AIR170141
EID: 2-s2.0-85029809920
Journal-title
Journal-title
Mostrar Detalles
Solving scheduling problems with genetic algorithms using a priority encoding scheme
Journal-title
2017 | BOOK
DOI: 10.1007/978-3-319-59153-7_5
EID: 2-s2.0-85020517095
Journal-title
Journal-title
Mostrar Detalles
Forecasting of short-term flow freight congestion: A study case of Algeciras Bay Port (Spain)
Journal-title
2016 | JOURNAL_ARTICLE
DOI: 10.15446/dyna.v83n195.47027
EID: 2-s2.0-84958770203
Journal-title
Journal-title
Mostrar Detalles
A two-stage model based on artificial neural networks to determine pitting corrosion status of 316L stainless steel
Journal-title
2016 | JOURNAL_ARTICLE
DOI: 10.1515/corrrev-2015-0048
EID: 2-s2.0-84960958483
Journal-title
Journal-title
Mostrar Detalles
Classification of Spanish Ports by studying Operational Indicators using Cluster Analysis
Journal-title
2016 | JOURNAL_ARTICLE
DOI: 10.17981/INGECUC.12.2.2016.04
Journal-title
Journal-title
Mostrar Detalles
Comparison of international normalized ratio audit parameters in patients enrolled in GARFIELD-AF and treated with vitamin K antagonists
Journal-title
2016 | JOURNAL_ARTICLE
DOI: 10.1111/BJH.14084
Journal-title
Journal-title
Mostrar Detalles
Short-term Forecasting of Intermodal Freight Using ANNs and SVR: Case of the Port of Algeciras Bay
Journal-title
2016 | CONFERENCE_PAPER
DOI: 10.1016/j.trpro.2016.12.015
EID: 2-s2.0-85019158707
Journal-title
Journal-title
Mostrar Detalles
Short-term forecasting of intermodal freight using ANNs and SVR: Case of the Port of Algeciras Bay
Journal-title
2016 | JOURNAL_ARTICLE
DOI: 10.4995/CIT2016.2016.3464
Journal-title
Journal-title
Mostrar Detalles
Time Analysis of the Containerized Cargo Flow in the Logistic Chain Using Simulation Tools: The Case of the Port of Seville (Spain)
Journal-title
2016 | CONFERENCE_PAPER
DOI: 10.1016/j.trpro.2016.12.003
EID: 2-s2.0-85019053861
Journal-title
Journal-title
Mostrar Detalles
Time analysis of the containerized cargo flow in the logistic chain using simulation tools: the case of the Port of Seville (Spain)
Journal-title
2016 | JOURNAL_ARTICLE
DOI: 10.4995/CIT2016.2016.3083
Journal-title
Journal-title
Mostrar Detalles
A novel three-step procedure to forecast the inspection volume
Journal-title
2015 | JOURNAL_ARTICLE
DOI: 10.1016/j.trc.2015.04.024
EID: 2-s2.0-84955327395
Journal-title
Journal-title
Mostrar Detalles
A two-stage procedure for forecasting freight inspections at Border Inspection Posts using SOMs and support vector regression
Journal-title
2015 | JOURNAL_ARTICLE
DOI: 10.1080/00207543.2014.965852
EID: 2-s2.0-84922780008
Journal-title
Journal-title
Mostrar Detalles
Analysis of the global and technical efficiencies of major Spanish container ports
Journal-title
2015 | JOURNAL_ARTICLE
EID: 2-s2.0-84951264276
Journal-title
Journal-title
Mostrar Detalles
Characterization of pitting corrosion of stainless steel using artificial neural networks
Journal-title
2015 | JOURNAL_ARTICLE
DOI: 10.1002/maco.201408173
EID: 2-s2.0-84943198823
Journal-title
Journal-title
Mostrar Detalles
Pitting corrosion behaviour modelling of stainless steel with support vector machines
Journal-title
2015 | JOURNAL_ARTICLE
DOI: 10.1002/maco.201407788
EID: 2-s2.0-85028203530
Journal-title
Journal-title
Mostrar Detalles
A comparison of forecasting methods for Ro-Ro traffic: A case study in the strait of gibraltar
Journal-title
2014 | BOOK
DOI: 10.1007/978-3-319-07013-1_33
EID: 2-s2.0-84917680503
Journal-title
Journal-title
Mostrar Detalles
A comprehensive approach based on SVM to model pitting corrosion behaviour of en 1.4404 stainless steel
Journal-title
2014 | JOURNAL_ARTICLE
DOI: 10.1002/maco.201307252
EID: 2-s2.0-84908210962
Journal-title
Journal-title
Mostrar Detalles
An automatic pitting corrosion detection approach for 316L stainless steel
Journal-title
2014 | JOURNAL_ARTICLE
DOI: 10.1016/j.matdes.2013.11.045
EID: 2-s2.0-84890343240
Journal-title
Journal-title
Mostrar Detalles
Breakdown potential modelling of austenitic stainless steel
Journal-title
2014 | JOURNAL_ARTICLE
DOI: 10.1002/cem.2591
EID: 2-s2.0-84897665708
Journal-title
Journal-title
Mostrar Detalles
Hybrid approaches based on SARIMA and artificial neural networks for inspection time series forecasting
Journal-title
2014 | JOURNAL_ARTICLE
DOI: 10.1016/j.tre.2014.03.009
EID: 2-s2.0-84899860927
Journal-title
Journal-title
Mostrar Detalles
Hybrid approaches of support vector regression and SARIMA models to forecast the inspections volume
Journal-title
2014 | BOOK
DOI: 10.1007/978-3-319-07617-1_44
EID: 2-s2.0-84902477673
Journal-title
Journal-title
Mostrar Detalles
Pitting potential modelling of en 1.4404 stainless steel
Journal-title
2014 | JOURNAL_ARTICLE
DOI: 10.1002/maco.201307037
EID: 2-s2.0-84897637349
Journal-title
Journal-title
Mostrar Detalles
Prediction of PM10 and SO2 exceedances to control air pollution in the Bay of Algeciras, Spain
Journal-title
2014 | JOURNAL_ARTICLE
DOI: 10.1007/s00477-013-0827-6
EID: 2-s2.0-84903537824
Journal-title
Journal-title
Mostrar Detalles
A Constructive Neural Network to Predict Pitting Corrosion Status of Stainless Steel
Journal-title
2013 | JOURNAL_ARTICLE
Journal-title
Journal-title
Mostrar Detalles
A constructive neural network to predict pitting corrosion status of stainless steel
Journal-title
2013 | BOOK
DOI: 10.1007/978-3-642-38679-4_7
EID: 2-s2.0-84880060719
Journal-title
Journal-title
Mostrar Detalles
Pitting potential modeling using Bayesian neural networks
Journal-title
2013 | JOURNAL_ARTICLE
DOI: 10.1016/j.elecom.2013.07.039
EID: 2-s2.0-84884469780
Journal-title
Journal-title
Mostrar Detalles
Pitting Corrosion Detection of Austenitic Stainless Steel EN 1.4404 in MgCl2 solutions using a Machine Learning Approach
Journal-title
2012 | JOURNAL_ARTICLE
DOI: 10.1063/1.4707652
EID: 2-s2.0-84863336308
Journal-title
Journal-title
Mostrar Detalles
Pitting corrosion behaviour of austenitic stainless steel using artificial intelligence techniques
Journal-title
2012 | JOURNAL_ARTICLE
DOI: 10.1016/j.jal.2012.07.005
EID: 2-s2.0-84869509101
Journal-title
Journal-title
Mostrar Detalles
Austenitic Stainless Steel EN 1.4404 Corrosion Detection Using Classification Techniques
Journal-title
2011 | JOURNAL_ARTICLE
Journal-title
Journal-title
Mostrar Detalles
Austenitic stainless steel en 1.4404 corrosion detection using classification techniques
Journal-title
2011 | BOOK
DOI: 10.1007/978-3-642-19644-7_21
EID: 2-s2.0-80052922101
Journal-title
Journal-title
Mostrar Detalles
Improved likelihood ratio test based voice activity detector applied to speech recognition
Journal-title
2010 | JOURNAL_ARTICLE
DOI: 10.1016/j.specom.2010.03.003
EID: 2-s2.0-79851470718
Journal-title
Journal-title
Mostrar Detalles
Prediction models of CO, SPM and SO(2) concentrations in the Campo de Gibraltar Region, Spain: A multiple comparison strategy
Journal-title
2008 | JOURNAL_ARTICLE
DOI: 10.1007/s10661-007-9963-0
EID: 2-s2.0-47349111557
Journal-title
Journal-title
Mostrar Detalles
Prediction of CO maximum ground level concentrations in the Bay of Algeciras, Spain using artificial neural networks
Journal-title
2008 | JOURNAL_ARTICLE
DOI: 10.1016/j.chemosphere.2007.08.039
EID: 2-s2.0-37549000626
Journal-title
Journal-title
Mostrar Detalles
An efficient VAD based on a generalized Gaussian PDF
Journal-title
2007 | BOOK
EID: 2-s2.0-38549171024
Journal-title
Journal-title
Mostrar Detalles
An efficient VAD based on a generalized gaussian PDF
Journal-title
2007 | BOOK_CHAPTER
Journal-title
Journal-title
Mostrar Detalles
An efficient VAD based on a hang-over scheme and a likelihood ratio test
Journal-title
2007 | BOOK_CHAPTER
Journal-title
Journal-title
Mostrar Detalles
An efficient VAD based on a hang-over scheme and a likelihood ratio test
Journal-title
2007 | BOOK
EID: 2-s2.0-38049141436
Journal-title
Journal-title
Mostrar Detalles
Improved likelihood ratio test detector using a jointly Gaussian probability distribution function
Journal-title
2007 | BOOK_CHAPTER
Journal-title
Journal-title
Mostrar Detalles
Improved likelihood ratio test detector using a jointly Gaussian probability distribution function
Journal-title
2007 | BOOK
EID: 2-s2.0-38149040986
Journal-title
Journal-title
Mostrar Detalles
A competitive neural network approach for meteorological situation clustering
Journal-title
2006 | JOURNAL_ARTICLE
DOI: 10.1016/j.atmosenv.2005.09.065
EID: 2-s2.0-29144484834
Journal-title
Journal-title
Mostrar Detalles
C-means clustering applied to speech discrimination
Journal-title
2006 | BOOK_CHAPTER
Journal-title
Journal-title
Mostrar Detalles
C-means clustering applied to speech discrimination
Journal-title
2006 | BOOK
EID: 2-s2.0-33746594790
Journal-title
Journal-title
Mostrar Detalles
Modelling the effective thermal conductivity of an unidirectional composite by the use of artificial neural networks
Journal-title
2005 | JOURNAL_ARTICLE
DOI: 10.1016/j.compscitech.2004.09.018
EID: 2-s2.0-11344288986
Journal-title
Journal-title
Mostrar Detalles
Pattern recognition approach to quantitative description of the microstructure of disordered composites for estimation of thermal conductivity
Journal-title
2002 | JOURNAL_ARTICLE
Journal-title
Journal-title
Mostrar Detalles
Pattern recognition approach to quantitative description of the microstructure of disordered composites for estimation of thermal conductivity
Journal-title
2002 | JOURNAL_ARTICLE
EID: 2-s2.0-0036411164
Journal-title
Journal-title
Mostrar Detalles