José Miguel Benedí
Full Professor
Publications
2021
ICDAR 2021 competition on mathematical formula detection Inproceedings
In: In proceedings of the 16th International Conference on Document Analysis and Recognition (ICDAR 2021), pp. 783–795, 2021.
Generation of Hypergraphs from the N-Best Parsing of 2D-Probabilistic Context-Free Grammars for Mathematical Expression Recognition Inproceedings
In: In proceedings of the 25th International Conference on Pattern Recognition (ICPR 2020), pp. 5696–5703, 2021.
Design of 1-year mortality forecast at hospital admission: A machine learning approach Journal Article
In: Health Informatics Journal, 2021.
2020
Actas de las XXVI Jornadas sobre Enseñanza Universitaria de la Informática (JENUI). Vol 5 (2020) Inproceedings
In: In proceedings of the XXVI Jornadas sobre la Enseñanza Universitaria de la Informática (JENUI 2020), pp. 317–324, 2020.
Interactive Process Mining in Surgery with Real Time Location Systems: Interactive Trace Correction Book Chapter
In: Interactive Process Mining in Healthcare, Springer pages = 181--202, 2020, ISBN: 978-3-030-53993-1.
The CARABELA Project and Manuscript Collection: Large-Scale Probabilistic Indexing and Content-based Classification Inproceedings
In: In proceedings of the 17th International Conference on Frontiers in Handwriting Recognition (ICFHR 2020), pp. 85–90, 2020.
2019
Un sistema integral para la gestión de proyectos de compilación Inproceedings
In: In proceedings of the Jornada de Innovación Docente JIDINF 2019, pp. 16–21, 2019.
Una nueva propuesta para la evaluación de proyectos en la metodología activa basada en proyectos de un curso de Compiladores Inproceedings
In: In proceedings of the V Congreso Nacional de Innovación Educativa y Docencia en Red (IN-RED 2019), pp. 906–917, 2019.
2018
Empirical Evaluation of Variational Autoencoders for Data Augmentation Inproceedings
In: In proceedings of the 13th International Conference on Computer Vision Theory and Applications (VISAPP 2018), pp. 96–104, 2018.
2017
MATHEMATICAL EXPRESSION RECOGNITION Book Chapter
In: Handwriting: Recognition, Development and Analysis, Nova Science Publishers, Inc pages = 171--209, 2017, ISBN: 978-1-53611-937-4.
2016
An integrated grammar-based approach for mathematical expression recognition Journal Article
In: Pattern Recognition, vol. 51, no. 0, pp. 135–147, 2016.
Interactive Pattern Recognition in Cardiovascular Diseases Management. A Process Mining Approach Inproceedings
In: In proceedings of the IEEE International Conference on Biomedical and Health Informatics (BHI 2016), pp. 348–351, 2016.
Un entorno para el desarrollo de proyectos en la enseñanza activa de un curso de Compiladores Inproceedings
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. 1–11, 2016.
Beyond Prefix-Based Interactive Translation Prediction Inproceedings
In: In proceedings of the 20th SIGNLL Conference on Computational Natural Language Learning (CoNLL 2016), pp. 198–207, 2016.
2015
Process Mining Methodology for Health Process Tracking Using Real-Time Indoor Location Systems Journal Article
In: Sensors, vol. 12, no. 0, pp. 29821–29840, 2015.
Applying Basic Features from Sentiment Analysis on Automatic Irony Detection Journal Article
In: Lecture Notes in Computer Science, vol. 9117, no. 0, pp. 377–344, 2015.
Unsegmented Dialogue Act Annotation and Decoding with N-Gram Transducers Journal Article
In: IEEE/ACM Transactions on Audio Speech and Language Processing, vol. 23, no. 1, pp. 198–211, 2015.
Using Process Mining for Automatic Support of Clinical Pathways Design Book Chapter
In: Data Mining in Clinical Medicine., springer pages = 79--88, 2015, ISBN: 978-1-4939-1984-0.
Applying Basic Features from Sentiment Analysis for Automatic Irony Detection Inproceedings
In: In proceedings of the 7th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA 2015), pp. 337–344, 2015.
Diabetes care related process modelling using Process Mining techniques. Lessons learned in the application of Interactive Pattern Recognition: coping with the Spaghetti Effect Inproceedings
In: In proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2015), pp. 2127–2130, 2015.
Structure detection and segmentation of documents using 2D stochastic context-free grammars Journal Article
In: Neurocomputing, vol. 150, no. 0, pp. 147–154, 2015.
2014
Recognition of on-line handwritten mathematical expressions using 2D stochastic context-free grammars and hidden Markov models Journal Article
In: Pattern Recognition Letters, vol. 35, no. 0, pp. 58–67, 2014.
Active Learning to Speed-Up the Training Process for Dialogue Act Labelling Book Chapter
In: Human Language Technology Challenges for Computer Science and Linguistics, Springer pages = 253--263, 2014, ISBN: 978-3-319-08957-7.
Direct and Wordgraph-Based Confidence Measures in Dialogue Annotation with N-Gram Transducers Book Chapter
In: Human Language Technology Challenges for Computer Science and Linguistics, Springer pages = 264--275, 2014, ISBN: 978-3-319-08957-7.
Temporal Abstractions to Enrich Activity-Based Process Mining Corpus with Clinical Time Series Inproceedings
In: In proceedings of the 2nd IEEE-EMBS International Conferences on Biomedical and Health Informatics (BHI 2014), pp. 785–788, 2014.
Spring forces-based Interactive automatic Timed Parallel Automaton Layout Algorithm for Process Mining output Representation Inproceedings
In: In proceedings of the Workshop on Innovation on Information and Communication Technologies (ITACA-WIICT 2014), pp. 121–128, 2014.
A comparative study between generative and discriminative statistical models for unsegmented dialogue annotation Inproceedings
In: In proceedings of the VIII Jornadas en Tecnologías del Habla and IV Iberian SLTech Workshop (iberSPEECH 2014), pp. 178–187, 2014.
Speech Recognition on the Percepción Project Inproceedings
In: In proceedings of the VIII Jornadas en Tecnologías del Habla and IV Iberian SLTech Workshop (iberSPEECH 2014), pp. 321–330, 2014.
The Percepción Smart Campus system Inproceedings
In: In proceedings of the VIII Jornadas en Tecnologías del Habla and IV Iberian SLTech Workshop (iberSPEECH 2014), pp. 359–366, 2014.
Offline Features for Classifying Handwritten Math Symbols with Recurrent Neural Networks Inproceedings
In: In proceedings of the 22nd International Conference on Pattern Recognition (ICPR 2014), pp. 2944–2949, 2014.
2013
Process Mining for Individualised Behaviour Modeling using Wireless tracking in Nursing Homes Journal Article
In: Sensors, vol. 13, no. 11, pp. 15434–15451, 2013.
Applying Evidence-Based Medicine in Telehealth: An Interactive Pattern Recognition Approximation Journal Article
In: International Journal of Environmental research and Public Health (Online), vol. 10, no. 11, pp. 5671–5682, 2013.
Heart Cycle: Facilitating the deployment of advanced care processes Inproceedings
In: In proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2013), pp. 6996–6999, 2013.
An image-based measure for evaluation of mathematical expression recognition Inproceedings
In: In proceedings of the 6th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA 2013), pp. 682–690, 2013.
Page Segmentation of Structured Documents Using 2D Stochastic Context-Free Grammars Inproceedings
In: In proceedings of the 6th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA 2013), pp. 133–140, 2013.
Interactive Machine Translation using Hierarchical Translation Model Inproceedings
In: In proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP 2013), pp. 244–254, 2013.
Multimodal Interactive Parsing Inproceedings
In: In proceedings of the 6th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA 2013), pp. 484–491, 2013.
Classification of On-line Mathematical Symbols with Hybrid Features and Recurrent Neural Networks Inproceedings
In: In proceedings of the 12th International Conference on Document Analysis and Recognition (ICDAR 2013), pp. 1012–1016, 2013.
Evaluating Spoken Dialogue Models under the Interactive Pattern Recognition Framework Inproceedings
In: In proceedings of the 14th Annual Conference of the International Speech Communication Association (INTERSPEECH 2013), pp. 480–484, 2013.
2012
Modeling Spoken Dialog Systems under the Interactive Pattern Recognition Framework Inproceedings
In: In proceedings of the Joint IAPR International Workshops on Structural and Syntactic Pattern Recognition (SSPR 2012) and Statistical Techniques in Pattern Recognition (SPR 2012), pp. 519–528, 2012.
The CASMACAT Project: The Next Generation Translator's Workbench Inproceedings
In: In proceedings of the VII Jornadas en Tecnología del Habla. III Iberian SLTech Workshop (IberSPEECH 2012), pp. 326–334, 2012.
Unbiased Evaluation of Handwritten Mathematical Expression Recognition Inproceedings
In: In proceedings of the 13th International Conference on Frontiers in Handwriting Recognition (ICFHR 2012), pp. 181–186, 2012.
Estimating the number of segments for improving dialogue act labelling Journal Article
In: Natural Language Engineering, vol. 18, no. 1, pp. 1–19, 2012.
2011
On the Use of N-gram Transducers for Dialogue Annotation Book Chapter
In: Spoken Dialogue Systems Technology and Design, Springer pages = 255--276, 2011, ISBN: 978-1-4419-7933-9.
Interactive Parsing Book Chapter
In: Multimodal Interactive Pattern Recognition and Applications, Springer pages = 179--193, 2011, ISBN: 978-0-85729-478-4.
Active Learning for Dialogue Act Labelling Journal Article
In: Lecture Notes in Computer Science, vol. 6669, no. 0, pp. 652–659, 2011.
Confidence measures in dialogue annotation by N-gram transducers Inproceedings
In: In proceedings of the 5th Language & Technology Conference: Human Language Technologies as a Challenge for Computer Science and Linguistics (LTC 2011), pp. 565–569, 2011.
Continuous clinical Pathways Evaluation by Using Automatic Learning Algorithms Inproceedings
In: In proceedings of the International Conference on Health Informatics - HEALTHINF 2011, pp. 228–234, 2011.
Active Learning to speed-up the process for Dialogue Act Labelling Inproceedings
In: In proceedings of the 5th Language & Technology Conference: Human Language Technologies as a Challenge for Computer Science and Linguistics (LTC 2011), pp. 314–318, 2011.
Recognition of Printed Mathematical Expressions Using Two-dimensional Stochastic Context-Free Grammars Inproceedings
In: In proceedings of the 11h International Conference on Document Analysis and Recognition (ICDAR), pp. 1225–1229, 2011.