Sandra Ortega-Martorell

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Ivan OlierProfessor of Artificial Intelligence and Data Science, Liverpool John Moores UniversityVerified email at ljmu.ac.uk
Paulo Lisboaliverpool john moores universityVerified email at ljmu.ac.uk
Margarida Julià-SapéUniversitat Autònoma de Barcelona (UAB)Verified email at uab.cat
Salah L. ZubaidiAssociate Professor in Civil Engineering- Wasit UniversityVerified email at uowasit.edu.iq
Alfredo VellidoFull Professor in Artificial Intelligence, Universitat Politècnica de Catalunya (UPCVerified email at cs.upc.edu
Hussein Al-BugharbeePhD mechanical engineering, Wasit UniversityVerified email at uowasit.edu.iq
Ana Paula CandiotaProfessor Agregat Laboral. Universitat Autònoma de BarcelonaVerified email at uab.cat
Patryk KotProfessor of Microwave Sensor Technologies, Liverpool John Moores UniversityVerified email at ljmu.ac.uk
José D. Martin-GuerreroETSE-UV, Universitat de ValènciaVerified email at uv.es
Rafid AlkhaddarEmeritus Professor, Liverpool John Moores UniversityVerified email at ljmu.ac.uk
Mark PieroniLiverpool John Moores UniversityVerified email at 2018.ljmu.ac.uk
Rui V Simoesi3S - Institute for Research and Innovation in HealthVerified email at i3s.up.pt
Brian JohnstonDoctoral Research Fellow, Liverpool Centre for Cardiovascular Science.Verified email at liverpool.ac.uk
Ingeborg WeltersUniversity of LiverpoolVerified email at liverpool.ac.uk
Dr Scott W MurrayConsultant Interventional Cardiologist, Royal Liverpool University Hospital and LHCHVerified email at lhch.nhs.uk
Philippa Grace McCabeLiverpool John Moores UniversiyVerified email at ljmu.ac.uk
Radka StoyanovaProfessorVerified email at med.miami.edu
Steven WillmottTimewarp Inc.Verified email at timewarp.io
Javier Vazquez-SalcedaAssociate Professor, Universitat Politecnica de CatalunyaVerified email at cs.upc.edu
Joan Marti FàbregasNeurologoVerified email at santpau.cat

Sandra Ortega-Martorell

Professor of Data Science, Liverpool John Moores University

Verified email at ljmu.ac.uk - Homepage

Machine Learning Artificial Intelligence


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Urban water demand prediction for a city that suffers from climate change and population growth: Gauteng province case study SL Zubaidi, S Ortega-Martorell, H Al-Bugharbee, I Olier, KS Hashim, ... Water 12 (7), 1885, 2020	195	2020
A method for predicting long-term municipal water demands under climate change SL Zubaidi, S Ortega-Martorell, P Kot, RM Alkhaddar, M Abdellatif, ... Water Resources Management 34, 1265-1279, 2020	147	2020
A novel methodology for prediction urban water demand by wavelet denoising and adaptive neuro-fuzzy inference system approach SL Zubaidi, H Al-Bugharbee, S Ortega-Martorell, SK Gharghan, I Olier, ... Water 12 (6), 1628, 2020	130	2020
A Novel approach for predicting monthly water demand by combining singular spectrum analysis with neural networks SL Zubaidi, J Dooley, RM Alkhaddar, M Abdellatif, H Al-Bugharbee, ... Journal of hydrology 561, 136-145, 2018	100	2018
How machine learning is impacting research in atrial fibrillation: implications for risk prediction and future management I Olier, S Ortega-Martorell, M Pieroni, GYH Lip Cardiovascular research 117 (7), 1700-1717, 2021	60	2021
Convex non-negative matrix factorization for brain tumor delimitation from MRSI data S Ortega-Martorell, PJG Lisboa, A Vellido, RV Simões, M Pumarola, ... Public Library of Science 7 (10), e47824, 2012	51	2012
SpectraClassifier 1.0: a user friendly, automated MRS-based classifier-development system S Ortega-Martorell, I Olier, M Julià-Sapé, C Arús BMC bioinformatics 11, 1-14, 2010	50	2010
Anomaly detection using autoencoder reconstruction upon industrial motors S Givnan, C Chalmers, P Fergus, S Ortega-Martorell, T Whalley Sensors 22 (9), 3166, 2022	45	2022
Non-negative matrix factorisation methods for the spectral decomposition of MRS data from human brain tumours S Ortega-Martorell, PJG Lisboa, A Vellido, M Julià-Sapé, C Arús BMC bioinformatics 13, 1-20, 2012	36	2012
MRSI‐based molecular imaging of therapy response to temozolomide in preclinical glioblastoma using source analysis T Delgado‐Goñi, S Ortega‐Martorell, M Ciezka, I Olier, AP Candiota, ... NMR in Biomedicine 29 (6), 732-743, 2016	35	2016
Probabilistic quantum clustering RV Casana-Eslava, PJG Lisboa, S Ortega-Martorell, IH Jarman, ... Knowledge-Based Systems 194, 105567, 2020	30	2020
A novel semi-supervised methodology for extracting tumor type-specific mrs sources in human brain data S Ortega-Martorell, H Ruiz, A Vellido, I Olier, E Romero, M Julià-Sapé, ... PloS one 8 (12), e83773, 2013	28	2013
Improving the classification of brain tumors in mice with Perturbation Enhanced (PE)-MRSI RV Simões, S Ortega-Martorell, T Delgado-Goñi, Y Le Fur, M Pumarola, ... Integrative Biology 4 (2), 183-191, 2012	26	2012
In-hospital mortality of sepsis differs depending on the origin of infection: an investigation of predisposing factors M Pieroni, I Olier, S Ortega-Martorell, BW Johnston, ID Welters Frontiers in medicine 9, 915224, 2022	22	2022
Anti‐tumour immune response in GL261 glioblastoma generated by Temozolomide Immune‐Enhancing Metronomic Schedule monitored with MRSI‐based nosological images S Wu, P Calero‐Pérez, L Villamañan, N Arias‐Ramos, M Pumarola, ... NMR in Biomedicine 33 (4), e4229, 2020	22	2020
A review of hybrid soft computing and data pre-processing techniques to forecast freshwater quality’s parameters: Current trends and future directions ZS Khudhair, SL Zubaidi, S Ortega-Martorell, N Al-Ansari, S Ethaib, ... Environments 9 (7), 85, 2022	20	2022
Discriminant convex non-negative matrix factorization for the classification of human brain tumours A Vilamala, PJG Lisboa, S Ortega-Martorell, A Vellido Pattern Recognition Letters 34 (14), 1734-1747, 2013	20	2013
Intelligent contracting agents language S Panagiotidi, J Vázquez-Salceda, S Alvarez-Napagao, ... Behaviour Regulation in MAS, AISB, 49-55, 2008	19	2008
From raw data to data-analysis for magnetic resonance spectroscopy–the missing link: jMRUI2XML V Mocioiu, S Ortega-Martorell, I Olier, M Jablonski, J Starcukova, P Lisboa, ... BMC bioinformatics 16, 1-11, 2015	16	2015
How to open a black box classifier for tabular data B Walters, S Ortega-Martorell, I Olier, PJG Lisboa Algorithms 16 (4), 181, 2023	12*	2023

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