Fitxa persona

ANTONIO JOSE SERRANO LOPEZ
PDI-Titular d'Universitat
Coordinador/a Curs

antonio.j.serrano@uv.es
http://www.uv.es/ajserran
http://ajserran.blogs.uv.es

Knowledge area: ELECTRONICS
Department: Electronic Engineering

Departamento de Ingeniería Electrónica Escuela Técnica Superior de ingeniería Universitat de València Edificio ETSE, bloque 3 nivel 2 Av. de la Universidad, sn E-46100 Burjassot (Valencia) SPAIN
(9635) 43417

Biography

Associate Professor at the University of Valencia in the Department of Electronic Engineering, where he teaches in the Bachelor's and Master's programmes in Data Science. He has 4 recognised research periods (sexenios) and 5 teaching periods (quinquenios).

He has been a member of the Spanish Society of Bioengineering for over 10 years. His current research interests focus on extending data science to unstructured and multimodal data, strengthening the interconnection between research and industry, as well as on advances towards a new paradigm of safe, equitable, explainable and sustainable artificial intelligence.

Subjects taught and teaching methods

46575 - null - Master’s Degree in Data Science
36428 - Modelos conexionistas - Degree in Computer Engineering
36448 - TFG en Ciencia de Datos - Degree in Data Science
36447 - Prácticas externas - Degree in Data Science
36440 - Analítica de datos en salud - Degree in Data Science
46581 - null - Master’s Degree in Data Science
36428 - Modelos conexionistas - Degree in Data Science

Tutorials

01/09/2025 - 31/08/2026

JUEVES de 09:30 a 12:30 null null null

Observations

Participate in the e-tutoring programme of the Universitat de València

Journal Publications

Fernando Mateo ; Joan Vila-Francés ; Emilio Soria-Olivas ; Marcelino Martínez-Sober ; Juan Gómez-Sanchis ; Antonio José Serrano-López. 2025 Dynamic Classifier Auditing by Unsupervised Anomaly Detection Methods: An Application in Packaging Industry Predictive Maintenance Applied Sciences-Basel
Rodríguez Belenguer, Pablo; Piñana, José Luis ; Sánchez-Montañés, Manuel ; Soria-Olivas, Emilio ; Martínez-Sober, Marcelino ; Serrano-López, Antonio J. 2024 A Machine Learning approach to identify groups of patients with hematological malignant disorders Computer Methods and Programs in Biomedicine
Rocío Pérez Quintero; Marcos Bruna Esteban; Antonio José Serrano López. 2024 PROFUGO study protocol: Predictive model for the early diagnosis of anastomotic leak after esophagectomy and gastrectomy Cirugia EspanolaVolume 102. Number 11.
Alejandro Dionis-Ros; Joan Vila-Francés; Rafael Magdalena-Benedito; Fernando Mateo; Antonio J. Serrano-López. 2024 Multimodal Video Analysis for Crowd Anomaly Detection Using Open Access Tourism Cameras Applied Sciences-BaselVolume 14. Number 23.
Vallés-Pérez, Iván; Soria-Olivas, Emilio; Martínez-Sober, Marcelino; Serrano-López, Antonio J.; Vila-Francés, Joan; Gómez-Sanchís, Juan. 2023 Empirical study of the modulus as activation function in computer vision applications Engineering Applications of Artificial IntelligenceVolume 120. Number 105863.
Iván Vallés-Pérez; Emilio Soria-Olivas; Marcelino Martínez-Sober; Antonio J Serrano-López; Juan Gómez-Sanchís; Fernando Mateo. 2022 Approaching sales forecasting using recurrent neural networks and transformers Expert Systems With ApplicationsVolume 201. Number Septiembre 2022.
Piñana JL, Rodríguez-Belenguer P, Caballero D, Martino R, Lopez-Corral L, Terol MJ, Vazquez L, Calabuig M, Sanz-Linares G, Marin-Jimenez F, Alonso C, Montoro J, Ferrer E, Facal A, Pascual MJ, Rodriguez-Fernandez A, Olave MT, Cascales-Hernandez A, Gago B, Hernández-Rivas JÁ, Villalon L, Corona M, Roldán-Pérez A, Ribes-Amoros J, González-Santillana C, Garcia-Sanz R, Navarro D, Serrano-López AJ, Cedillo Á, Soria-Olivas E, Sureda A, Solano C; Infectious Complications Subcommittee of the Spanish Hematopoietic Stem Cell Transplantation and Cell Therapy Group (GETH-TC). 2022 Applicability of probabilistic graphical models for early detection of SARS-CoV-2 reactive antibodies after SARS-CoV-2 vaccination in hematological patients Annals of Hematology
Manuel Sánchez-Montañés; Pablo Rodríguez-Belenguer; Antonio J. Serrano-López; Emilio Soria-Olivas; Yasser Alakhdar-Mohmara. 2020 Machine Learning for mortality analysis in patients with COVID-19 International Journal Of Environmental Research And Public HealthVolume 17. Number 8386.
Alberto Urueña-López; Fernando Mateo; Julio Navío-Marco; José María Martínez-Martínez; Juan Gómez-Sanchís; Joan Vila Francés; Antonio José Serrano-López. 2019 Analysis of computer user behavior, security incidents and fraud using Self-Organizing Maps Computers & SecurityVolume 83.
Sergio Castro-Garcia; Fernando Aragon-Rodriguez; Rafael R. Sola-Guirado; Antonio J. Serrano; Emilio Soria-Olivas; Jesús A. Gil-Ribes. 2019 Vibration monitoring of the mechanical marvesting of citrus to improve fruit detachment efficiency Sensors
D. Lorente; F. Martínez-Martínez; M.J. Rupérez; M.A. Lago; M. Martínez-Sober; P. Escandell-Montero; J.M. Martínez-Martínez; S. Martínez-Sanchis; A.J. Serrano-López; C. Monserrat; J.D. Martín-Guerrero. 2017 A framework for modelling the biomechanical behaviour of the human liver during breathing in real time using machine learning Expert Systems With ApplicationsVolume 71.
F. Martínez-Martínez; M.J. Rupérez; M. Martínez-Sober; D. Lorente; A.J. Serrano-López; S. Martínez-Sanchis; C. Monserrat; J.D. Martín-Guerrero. 2017 A finite element-based machine learning approach for modeling the mechanical behavior of the breast tissues under compression in real-time Computers in Biology and MedicineVolume 90.
Gandía-Aguilo V; Cibrián R; Soria E; Serrano AJ; Aguiló L; Paredes V; Gandía JL. 2017 Use of self-organizing maps for analyzing the behavior of canines displaced towards midline under interceptive treatment Medicina Oral Patologia Oral y Cirugia Bucal
José M. Martínez-Martínez; José D. Martín-Guerrero; Emilio Soria-Olivas; José A. Bernabeu; Pablo Escandell-Montero; Rafael Hernández Stark; Antonio J. Serrano-López; Enrique Montiel. 2017 Use of SOMs for footwear comfort evaluation Neural Computing & ApplicationsVolume 28. Number 7.
José M. Martínez-Martínez; Pablo Escandell-Montero; Emilio Soria-Olivas; José D. Martín-Guerrero; Antonio J. Serrano-López. 2016 A new visualization tool for data mining techniques Progress in Artificial IntelligenceVolume 5. Number 2.
José M. Martínez-Martínez; Pablo Escandell-Montero; Carlo Barbieri; Emilio Soria-Olivas; Flavio Mari; Marcelino Martínez-Sober; Claudia Amato; Antonio J. Serrano López; Marcello Bassi; Rafael Magdalena-Benedito; Andrea Stopper; José D. Martín-Guerrero; Emanuele Gatti. 2014 Prediction of the hemoglobin level in hemodialysis patients using machine learning techniques Computer Methods and Programs in BiomedicineVolume 117. Number 2.
Juan Caravaca; Emilio Soria-Olivas; Manuel Bataller; Antonio J. Serrano; Luis Such-Miquel; Joan Vila-Francés; Juan F. Guerrero. 2014 Application of machine learning techniques to analyse the effects of physical exercise in ventricular fibrillation Computers in Biology and MedicineVolume 45. Number 1.
D. Lorente; J. Blasco; A. J. Serrano; E. Soria-Olivas; N. Aleixos; J. Gómez-Sanchis. 2013 Comparison of ROC feature selection method for the detection of decay in citrus fruit using hyperspectral images Food And Bioprocess TechnologyVolume 6. Number 12.
Joan Vila-Francés; Juan Sanchís; Emilio Soria-Olivas; Antonio José Serrano; Marcelino Martínez-Sober; Clara Bonanad; Silvia Ventura. 2013 Expert system for predicting unstable angina based on Bayesian networks Expert Systems With ApplicationsVolume 40. Number 12.
José D. Martín Guerrero, Daniele Marcelli, Emilio Soria-Olivas, Flavio Mari, José María Martínez-Martínez, Isabel Soley Bech, Marcelino Martínez-Sober Laura Scatizzi, Juan Gómez-Sanchis, Andrea Stopper, Antonio José Serrano-López, Emanuele Gatti. 2012 Self-Organising Maps: A new way to screen the level of satisfaction of dialysis patients Expert Systems With ApplicationsVolume 39. Number 10.
CARRASCO-FERNÁNDEZ, J.J.; SORIA-OLIVAS, E.; GÓMEZ-SANCHIS, J.; SERRANO, A.J.; SORIANO-ASENSI, A.; GUERRERO-MARTÍNEZ, J. 2012 MATLAB-Based Educational Software for Exploratory Data Analysis (EDA Toolkit) Computer Applications in Engineering EducationVolume 20. Number 2.
Emilio Soria, Juan Gómez-Sanchis, Antonio J. Serrano, Marcelino Martínez, José D. Martín, Rafael Magdalena, Joan Vila. 2011 BELM: Bayesian Extreme Learning Machine IEEE Transactions on Neural NetworksVolume 22. Number 3.
Geraldo-Ferreira, A., Soria-Olivas, E., Gomez-Sanchis, J., Serrano-López, A.J, Velázquez-Blazquez, A., López-Baeza, E. 2011 Modelling net radiation at surface using "in situ" netpyrradiometer measurements with artificial neural networks Expert Systems With ApplicationsVolume 38.
Antonio Geraldo Ferreira; Emilio Soria-Olivas; Antonio José Serrano López; Ernesto Lopez-Baeza. 2011 Estimating net radiation at surface using artificial neural networks: a new approach Theoretical and Applied ClimatologyVolume 106. Number 1-2.
Guerrero Martínez, Juan F.; Caravaca Moreno, Juan; Martínez Sober, Marcelino; Soria Olivas, Emilio; Magdalena Benedito, José Rafael; Martín Guerrero, José David; Calpe Maravilla, Javier; Gómez Chova, Luis; Serrano López, Antonio J. y Gómez Sanchis, Juan. 2011 Unificación de enseñanzas relacionadas con el Tratamiento Digital de Señales en la Universitat de València @tic. Revista d'innovació educativaNumber 6.
Ibáñez V; Pareja E; Serrano AJ; Vila JJ; Pérez S; Martín JD; Sanjuán F; López R; Mir J. 2009 Predicting Early Transplant Failure: Neural Network Versus Logistic Regression Models The Open Transplantation JournalVolume 3.
C. Fernández, E. Soria, A. J. Serrano, J. D. Martín, R. Magdalena, M. Martínez. 2009 Simucapra: Educational Software Application for Animal Nutrition based on MATLAB International Journal Of Engineering EducationVolume 25. Number 5.
Antonio Soriano-Asensi, J. D. Martín-Guerrero, E. Soria-Olivas, Alberto Palomares, Rafael Magdalena-Bendito, Antonio J. Serrano López. 2008 Web mining based on Growing Hierarchical Self-Organizing Maps: Analysis of a real citizen web portal Expert Systems With ApplicationsVolume 34. Number 4.
R. Magdalena-Benedito, A.J. Serrano-Lopez, J.D. Martín-Guerrero, A. Rosado-Muñoz, M. Martinez-Sober. 2008 A Teaching Laboratory in Analog Electronics: Changes to Address the Bologna Requirements IEEE Transactions on EducationVolume 51. Number 4.
Marcelino Martínez,Emilio Soria, Rafael Magdalena, Antonio Jose Serrano, Jose David Martín, Joan Vila. 2008 Comparative study of several Fir Median Hybrid Filters for blink noise removal in Electrooculograms WSEAS transactions on signal processingVolume 4. Number 3.
José D. Martín, E. Soria, M. Martínez, A. J. Serrano, R. Magdalena, J. Gómez. 2008 Use of Reinforcement Learning in two real applications Lecture Notes in Artificial IntelligenceVolume 5323.
E. Soria, J.D. Martín, A.J. Serrano, J.Calpe, J. Chambers. 2007 Steady-State and Tracking Analysis of a Robust Adaptive Filter with Low Computational Cost Signal ProcessingVolume 87. Number 1.
C. Fernández, E. Soria, P. Sánchez-Seiquer, L. Gómez-Chova, R. Magdalena, J. D. Martín-Guerrero, M. J. Navarro, A. J. Serrano. 2007 Weekly milk prediction on dairy goats using neural networks Neural Computing & ApplicationsVolume 16. Number 4-5.
Marcelino Martínez,Emilio Soria, Rafael Magdalena, Joan Vila, Antonio Jose Serrano. 2007 Algorithm for the detection of saccadic movements in electrooculograms WSEAS transactions on signal processingVolume 3. Number 255.
A.J. Serrano, R. Magdalena, J.D. Martín, M. Bataller, M. Martínez, E. Soria. 2007 Automated Sleep Stage Scoring Using Hidden Markov Models and Multilayer Perceptron Networks WSEAS transactions on signal processingVolume 3. Number 1.
G. Camps-Valls, L. Gómez-Chova, J. Vila-Francés, J. D. Martín-Guerrero, A. J. Serrano-López, and E. Soria-Olivas. 2006 Enhancing decision-based neural networks through local competition NeurocomputingVolume 69. Number 7-9.
E. Soria, J.D. Martín, A.J. Serrano, J. Calpe, J. Vila, G. Camps. 2006 Efficient Pruning of Multilayer Perceptrons Using a Fuzzy Sigmoid Activation Function NeurocomputingVolume 69. Number 2.
E. Soria, G. Camps, J.D. Martín, J. Vila, A.J. Serrano. 2006 Non-linear RLS-based Algorithm for Pattern Classification Signal ProcessingVolume 86. Number 5.
E. Soria, J.D. Martín, J. Calpe, A.J. Serrano, J. Chambers. 2006 Robust Adaptive Algorithm with Low Computational Cost Electronics LettersVolume 42. Number 1.
Agustín Serrano, Antonio José Serrano, José Rafael Magadalena, Vicent Modesto-Alapont, Emilio Soria. 2005 Endoscopic Treatment of Vesicoureteral Reflux Using Artificial Neural Networks American Journal of Urology ReviewVolume 3. Number 6.
G. Camps, A. M. Chalk, A.J. Serrano, J.D. Martín, E.L. Sonnhammer. 2004 Profiled Support Vector Machines for Antisense Oligonucleotide Efficacy Prediction BioinformaticsVolume 5.
A. Serrano, A.J. Serrano, J.R. Magadalena, J.D. Martín, E. Soria, C. Domínguez, F. Estronell, F. García. 2004 The use of neural networks in the prediction of result of endoscopic treatment of vesicoureteral reflux BJU InternationalVolume 94.
Gustavo Camps-Valls, Antonio José Serrano, José David Martín, Emilio Soria, Victor Jiménez, Begoña Porta. 2004 Neural networks for C2h cyclosporine concentration modelling Pharmacy World & ScienceVolume 26. Number 2.
Rafael Magdalena, Antonio J. Serrano, Agustín Serrano, Jorge Muñoz, Joan Vila, E. Soria. 2004 Design of a Neural Network Model as a Decision Making Aid in Renal Transplant Lecture Notes in Computer ScienceVolume 3337.
J.D. Martín, E. Soria, G. Camps, A.J. Serrano, J.R. Sepúlveda, N.V. Jiménez. 2004 Neural networks as effective techniques in clinical management of patients: some case studies Transactions of the Institute of Measurement and ControlVolume 26. Number 3.
J.D. Martín, L. Gómez, G. Camps, A.J. Serrano, J. Vila, J. Calpe, E. Soria. 2004 Channel equalisation using a soft back-propagation learning algorithm Journal Of Electrical Engineering-Elektrotechnicky CasopisVolume 55. Number 5-6.
Emilio Soria, José David Martín, Gustavo Camps, Antonio Serrano, Javier Calpe, Luis Gómez. 2003 A low complexity fuzzy activation function for artificial neural networks IEEE Transactions on Neural NetworksVolume 14. Number 4.
J.D. Martín, G. Camps, E. Soria, A.J. Serrano, J.J. Pérez, N.V. Jiménez. 2003 Dosage individualization of erythropoietin using a profile-dependent support vector regression IEEE Transactions on Biomedical EngineeringVolume 50. Number 10.
Gustavo Camps, Begoña Porta, Emilio Soria, José D. Martín, Antonio J. Serrano, Juan J. Pérez, N. Víctor Jiménez. 2003 Prediction of Cyclosporine Dosage in Patients after Kidney Transplantation Using Neural Networks IEEE Transactions on Biomedical EngineeringVolume 50. Number 4.
J.D. Martín, E. Soria, G. Camps, A.J. Serrano, J.J. Pérez, N.V. Jiménez. 2003 Use of neural networks for dosage individualisation of erythropoietin in patients with secondary anemia to chronic renal failure Computers in Biology and MedicineVolume 33. Number 4.
José Torres, Gustavo Camps, Enrique Sanchis, Vicente González, Antonio Serrano, Gloria Torralba. 2003 Modelado de un filtro Wiener: Implementación mediante FPGA Mundo ElectrónicoVolume Noviembre 2003. Number 347.
A. Rosado, J. Guerrero, M. Bataller, A. J. Serrano, F.J. Chorro, M. Martínez, E. Soria. 2002 Método no invasivo de detección de fibrilación ventricular mediante análisis tiempo-frecuencia Revista mexicana de ingeniería biomédicaVolume XXIII. Number 1.
Emilio Soria, Víctor Jiménez, Antonio Serrano, Gustavo Camps. 2000 Redes Neuronales Artificiales: una nueva herramienta para la atención farmaceútica Atencion FarmaceuticaVolume 2. Number 1.
Emilio Soria, Gustavo Camps, Antonio Serrano, José David Martín, Asunción Albert, Víctor Jiménez. 2000 Redes neuronales artificiales para identificación de pacientes con riesgo de intoxicación digitálica Revista mexicana de ingeniería biomédicaVolume XXI. Number 1.
Emilio Soria, José Vicente Francés, Antonio Serrano, Marcelino Martínez, Javier Calpe, Juan Guerrero. 1999 Estudio de las prestaciones de un algoritmo LMS modificado: Aplicación en Ingeniería Biomédica Revista mexicana de ingeniería biomédicaVolume XX. Number 3.
Emilio Soria, Marcelino Martínez, Javier Calpe, Juan Guerrero, Antonio Serrano. 1999 Nuevo algoritmo recursivo para la determinación del ECG fetal Revista Brasileira de Engenharia BiomedicaVolume 15. Number 3.
A. Blanco, J. Barberá, J.V. Francés, R. Magdalena, M. Martínez, A. Serrano, A. Rosado. 1998 Sincronizador de diapositivas Revista Española de ElectrónicaNumber 528.
Manuel Sánchez-Montañés; Pablo Rodríguez-Belenguer; Antonio J. Serrano-López; Emilio Soria-Olivas; Yasser Alakhdar-Mohmara. 2020 Machine Learning for Mortality Analysis in Patients with COVID-19Volume 17. Number 8386.
Herreros-Martínez, A.; Magdalena-Benedicto, R.; Vila-Francés, J.; Serrano-López, A.J.; Pérez-Díaz, S.; Martínez-Herráiz, J.J. 2025 Applied Machine Learning to Anomaly Detection in Enterprise Purchase Processes: A Hybrid Approach Using Clustering and Isolation Forest Information (Switzerland)Volume 16. Number 3.