Jon Ander Gómez
Associate Professor
Publications
2023
Automatic semantic segmentation of the lumbar spine: Clinical applicability in a multi-parametric and multi-center study on magnetic resonance images Journal Article
In: Artificial Intelligence in Medicine, vol. 140.0, 2023.
2022
Detection of Pulmonary Conditions using the DeepHealth Framework Proceedings Article
In: In proceedings of the 21st Internarional Conference on Image, Analysis and Processings (ICIAP 2021), 2022.
Automatic Detection of Epileptic Seizures with Recurrent and Convolutional Neural Networks Proceedings Article
In: In proceedings of the 21st Internarional Conference on Image, Analysis and Processings (ICIAP 2021), 2022.
2021
Automatic Semantic Segmentation of Structural Elements related to the Spinal Cord in the Lumbar Region by Using Convolutional Neural Networks Proceedings Article
In: In proceedings of the 25th International Conference on Pattern Recognition (ICPR 2020), pp. 5214–5221, 2021.
The DeepHealth Toolkit: A Unified Framework to Boost Biomedical Applications Proceedings Article
In: In proceedings of the 25th International Conference on Pattern Recognition (ICPR 2020), 2021.
2020
A Novel Method of Spatiotemporal Dynamic Geo-Visualization of Criminal Data, Applied to Command and Control Centers for Public Safety Journal Article
In: ISPRS International Journal of Geo-Information, vol. 9, no. 3, pp. 1–17, 2020.
2019
Machine Learning in Magnetic Resonance. Describing the Pathophysiology of Lumbar Pain Proceedings Article
In: In proceedings of the EuSoMII Annual Meeting 2019. Medical Imaging Informatics AI, Clinical Applications and more, 2019.
A Novel Low Processing Time System for Criminal Activities Detection Applied to Command and Control Citizen Security Centers Journal Article
In: Information, vol. 10, no. 12, pp. 1–19, 2019.
Machine Learning in Magnetic Resonance. Describing the Pathophysiology of Lumbar Pain Proceedings Article
In: In proceedings of the EuSoMII Annual Meeting 2019. Medical Imaging Informatics AI, Clinical Applications and more, 2019.
2018
SALER: a Data Science solution to detect and prevent corruption in public administration Proceedings Article
In: In proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECMLPKDD 2018), pp. 103–117, 2018.
Reduced computational cost prototype for street theft detection based on depth decrement in Convolutional Neural Network. Application to Command and Control Information Systems (C2IS) in the National Police of Colombia Journal Article
In: International Journal of Computational Intelligence Systems, vol. 12, no. 1, pp. 123–130, 2018.
End-to-end neural network architecture for fraud scoring in card payments Journal Article
In: Pattern Recognition Letters, vol. 105, pp. 175–181, 2018.
2017
An Analysis of the Influence of Graph Theory When Preparing for Programming Contests Journal Article
In: Mathematics, vol. 5, no. 1, pp. 1–11, 2017.
2016
Modelos de la teoría de grafos aplicados a problemas de competiciones de programación Proceedings Article
In: In proceedings of the Congreso Nacional de Innovación Educativa y Docencia en Red = Congrés Nacional d'Innovació Educativa i Docència en Xarxa (IN-RED 2016), pp. 1–12, 2016.
2015
PRHLT: Combination of Deep Autoencoders with Classification and Regression Techniques for SemEval-2015 Task 11 Proceedings Article
In: In proceedings of the 9th International Workshop on Semantic Evaluation (SemEval 2015), pp. 689–693, 2015.
2013
Competiciones de programación. Estímulo y salida laboral para los alumnos Proceedings Article
In: In proceedings of the XIX Jornadas sobre la Enseñanza Universitaria de la Informática (JENUI 2013), pp. 161–166, 2013.
La experiencia de organizar una competición de programación en la ETSINF Proceedings Article
In: In proceedings of the V Jornada de Innovación Docente JIDINF'12, pp. 1–1, 2013.
A Phonetic-Based Approach to Query-by-Example Spoken Term Detection Journal Article
In: Lecture Notes in Computer Science, no. 8259, pp. 504–511, 2013.
ELIRF at MEDIAEVAL 2013: Spoken Web Search Task Journal Article
In: CEUR Workshop Proceedings, no. 0, pp. 59–60, 2013.
2012
Reflexiones sobre el desarrollo de competencias en alumnos de primer curso Proceedings Article
In: In proceedings of the XVIII Jornadas de Enseñanza Universitaria de la Informática: JENUI 2012, pp. 177–184, 2012.
Un algoritmo para la comprensión automática del habla sobre grafos de palabras Journal Article
In: PROCESAMIENTO DEL LENGUAJE NATURAL, no. 48, pp. 105–112, 2012.
Using Word Graphs as Intermediate Representation of Uttered Sentences Journal Article
In: Lecture Notes in Computer Science, vol. 7441, no. 0, pp. 284–291, 2012.
The ELiRF Query-by-Example STD systems for the Albayzin 2012 Search on Speech Evaluation Proceedings Article
In: In proceedings of the VII Jornadas en Tecnología del Habla. III Iberian SLTech Workshop (IberSPEECH 2012), pp. 611–618, 2012.
A methodology for obtaining concept graphs from word graphs Proceedings Article
In: In proceedings of the 10th International Workshop on Finite-State Methods and Natural Language Processing (FSMNLP 2012), pp. 75–79, 2012.
EMPEZAR A PROGRAMAR USANDO JAVA Book
Universitat Politècnica de València, 2012, ISBN: 9788483639030.
2011
Sistema de diálogo multimodal basado en modelos estadísticos Journal Article
In: PROCESAMIENTO DEL LENGUAJE NATURAL, no. 47, pp. 325–326, 2011.
Improvements on Automatic Speech Segmentation at the Phonetic Level Journal Article
In: Lecture Notes in Computer Science, vol. 7042, no. 0, pp. 557–564, 2011.
Uso de Metodologías Activas en la Implantación de IIP en el Grado de Informática en la UPV Proceedings Article
In: In proceedings of the XVII Jornadas de Enseñanza Universitaria de la Informática: JENUI 2011, pp. 53–60, 2011.
La guía didáctica como eje central en la implantación de metodologías activas Proceedings Article
In: In proceedings of the II Congreso Internacional de Docencia Universitaria (CIDU 2011), pp. 227–232, 2011.
2010
Automatic Speech Segmentation based on Acoustical Clustering Journal Article
In: Lecture Notes in Computer Science, vol. 6218, pp. 540–548, 2010.
Word spotting based on phoneme graphs Journal Article
In: PROCESAMIENTO DEL LENGUAJE NATURAL, no. 44, pp. 59–66, 2010.
BioVoiceDemo: Prototipo para Verificación de Locutor en la plataforma iPhone Proceedings Article
In: In proceedings of the V Jornadas de Reconocimiento Biométrico de Personas (JRBP 2010), pp. 57–66, 2010.
Automatic Phonetic Segmentation Proceedings Article
In: In proceedings of the VI Jornadas en Tecnología del Habla (JTH 2010), pp. 123–126, 2010.
Implantació de Metodologies Actives en Programació de Primer Curs: Un Repte cap al EEES Proceedings Article
In: In proceedings of the III JIDINF-Jornada de Innovación Docente ETS Ingeniería Informática, pp. 1–9, 2010.
A prototype of a spoken dialog system based on statistical models Proceedings Article
In: In proceedings of the VI Jornadas en Tecnología del Habla (JTH 2010), pp. 243–246, 2010.
2008
Adquisición de un corpus de diálogos para un dominio de reservas de instalaciones deportivas Proceedings Article
In: In proceedings of the V Jornadas en Tecnología del Habla (JTH 2008), pp. 163–166, 2008.
The UJIpenchars Database: A Pen-Based Database of Isolated Handwritten Characters Proceedings Article
In: In proceedings of the VI International Conference on Language Resources and Evaluation (LREC 2008), pp. 1–5, 2008.
2007
Portal Web de Autocorrección de Programas para Programación de Primer Curso Proceedings Article
In: In proceedings of the II Jornadas Nacionales de Metodologías ECTS, pp. 1–9, 2007.
2006
Nuevo Enfoque en Programación de Primer Curso Proceedings Article
In: In proceedings of the Jornadas Nacionales de Intercambio de Experiencias Piloto de implantación de metodologías ECTS, pp. 0–0, 2006.
2005
Problemas resueltos en lenguaje C Book
Editorial UPV, 2005, ISBN: 8497058836.
Comparative study of Automatic Phone Segmentation methods for TTS Proceedings Article
In: In proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2005), pp. 309–312, 2005.
2004
Análisis de la Segmentación Automática de Fonemas para la Síntesis de Voz Proceedings Article
In: In proceedings of the III Jornadas de Tecnología del Habla (JTH 2004), pp. 113–117, 2004.
An approach to obtain weighted graphs of words based on phoneme detection Proceedings Article
In: In proceedings of the IX International Conference on "Speech and Computer" (SPECOM 2004), pp. 268–275, 2004.
2003
Apuntes de Fundamentos de Programación utilizando el lenguaje 'C' Book
Editorial UPV, 2003, ISBN: 2003.108.
2002
Automatic Segmentation of Speech at the Phonetic Level Journal Article
In: Lecture Notes in Computer Science, vol. 2396, pp. 672–680, 2002.
Construcción de Grafos de Fonemas para un Sistema de RAH desacoplado Proceedings Article
In: In proceedings of the II Jornadas de Tecnología del Habla (JTH 2002), pp. 1–9, 2002.
Problemas resueltos en lenguaje C Book
Editorial UPV, 2002, ISBN: 2002.683.
2001
Automatic Segmentation of Speech Using Only the Phonetic Sequence Proceedings Article
In: In proceedings of the VI Ibero American Symposium on Pattern Recognition (SIARP 2001), pp. 120–124, 2001.
1998
Reconocimiento Automático del Habla: Modelos y Técnicas Journal Article
In: Novática - Revista de la Asociación de Técnicos de Informática, no. 131, pp. 18–23, 1998.
1994
Decodificación Acústico-Fonética para el Castellano en ROARS Journal Article
In: Novática - Revista de la Asociación de Técnicos de Informática, no. 109, pp. 27–31, 1994.