Francisco Zamora-Martínez

According to our database, Francisco Zamora-Martínez authored at least 43 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Comprehensive Equity Index (CEI): Definition and Application to Bias Evaluation in Biometrics.

Imanol Solano, Alejandro Peña, Aythami Morales, Julian Fiérrez, Ruben Tolosana, Francisco Zamora-Martínez, Javier San Agustin

CoRR, 2024

2023

PAD-Phys: Exploiting Physiology for Presentation Attack Detection in Face Biometrics.

Luis F. Gomez, Julian Fiérrez, Aythami Morales, Mahdi Ghafourian, Ruben Tolosana, Imanol Solano, Alejandro Garcia, Francisco Zamora-Martínez

Proceedings of the 47th IEEE Annual Computers, Software, and Applications Conference, 2023

2022

FaceQvec: Vector Quality Assessment for Face Biometrics based on ISO Compliance.

Javier Hernandez-Ortega, Julian Fiérrez, Luis F. Gomez, Aythami Morales, José Luís González-de-Suso, Francisco Zamora-Martínez

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2022

2020

The NoisyOffice Database: A Corpus To Train Supervised Machine Learning Filters For Image Processing.

María José Castro Bleda, Salvador España Boquera, Joan Pastor-Pellicer, Francisco Zamora-Martínez

Comput. J., 2020

2019

Handwriting recognition by using deep learning to extract meaningful features.

Joan Pastor-Pellicer, María José Castro Bleda, Salvador España Boquera, Francisco Zamora-Martínez

AI Commun., 2019

2018

Efficient Embedded Decoding of Neural Network Language Models in a Machine Translation System.

Francisco Zamora-Martínez, María José Castro Bleda

Int. J. Neural Syst., 2018

2017

A system for assisted transcription and annotation of ancient documents.

María José Castro Bleda, Juan Miguel Vilar, David Llorens, Andrés Marzal, Federico Prat, Francisco Zamora-Martínez

Proceedings of the 15th International Workshop on Content-Based Multimedia Indexing, 2017

2016

Integration of Unsupervised and Supervised Criteria for Deep Neural Networks Training.

Francisco Zamora-Martínez, Javier Muñoz-Almaraz, Juan Pardo

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2016, 2016

2015

<i>Addendum: </i>Pardo, J.; Zamora-Martínez, F.; Botella-Rocamora, P. Online Learning Algorithm for Time Series Forecasting Suitable for Low Cost Wireless Sensor Networks Nodes. <i>Sensors</i> 2015, <i>15</i>, 9277-9304.

Juan Pardo, Francisco Zamora-Martínez, Paloma Botella-Rocamora

Sensors, 2015

Online Learning Algorithm for Time Series Forecasting Suitable for Low Cost Wireless Sensor Networks Nodes.

Juan Pardo, Francisco Zamora-Martínez, Paloma Botella-Rocamora

Sensors, 2015

Insights on the Use of Convolutional Neural Networks for Document Image Binarization.

Joan Pastor-Pellicer, Salvador España Boquera, Francisco Zamora-Martínez, Muhammad Zeshan Afzal, María José Castro Bleda

Proceedings of the Advances in Computational Intelligence, 2015

A combined Convolutional Neural Network and Dynamic Programming approach for text line normalization.

Joan Pastor-Pellicer, Salvador España Boquera, María José Castro Bleda, Francisco Zamora-Martínez

Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

2014

SML2010.

Pablo Romeu-Guallart, Francisco Zamora-Martínez

Dataset, January, 2014

Neural network language models for off-line handwriting recognition.

Francisco Zamora-Martínez, Volkmar Frinken, Salvador España Boquera, María José Castro Bleda, Andreas Fischer, Horst Bunke

Pattern Recognit., 2014

Handwriting Normalization by Zone Estimation Using HMM/ANNs.

Joan Pastor-Pellicer, Salvador España Boquera, Francisco Zamora-Martínez, María José Castro Bleda

Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014

2013

Towards Energy Efficiency: Forecasting Indoor Temperature via Multivariate Analysis.

Francisco Zamora-Martínez, Pablo Romeu, Paloma Botella-Rocamora, Juan Pardo

CoRR, 2013

F-Measure as the Error Function to Train Neural Networks.

Joan Pastor-Pellicer, Francisco Zamora-Martínez, Salvador España Boquera, María José Castro Bleda

Proceedings of the Advances in Computational Intelligence, 2013

Time-Series Forecasting of Indoor Temperature Using Pre-trained Deep Neural Networks.

Pablo Romeu, Francisco Zamora-Martínez, Paloma Botella-Rocamora, Juan Pardo

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2013, 2013

2012

Long-short term memory neural networks language modeling for handwriting recognition.

Volkmar Frinken, Francisco Zamora-Martínez, Salvador España Boquera, María José Castro Bleda, Andreas Fischer, Horst Bunke

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Cache neural network language models based on long-distance dependencies for a spoken dialog system.

Francisco Zamora-Martínez, Salvador España Boquera, María José Castro Bleda, Renato de Mori

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Some Empirical Evaluations of a Temperature Forecasting Module based on Artificial Neural Networks for a Domotic Home Environment.

Francisco Zamora-Martínez, Pablo Romeu, Juan Pardo, Daniel Tormo

Proceedings of the KDIR 2012 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, Barcelona, Spain, 4, 2012

2011

Improving Offline Handwritten Text Recognition with Hybrid HMM/ANN Models.

Salvador España Boquera, María José Castro Bleda, Jorge Gorbe-Moya, Francisco Zamora-Martínez

IEEE Trans. Pattern Anal. Mach. Intell., 2011

CEU-UPV English-Spanish system for WMT11.

Francisco Zamora-Martínez, María José Castro Bleda

Proceedings of the Sixth Workshop on Statistical Machine Translation, 2011

Speech interaction in a multimodal tool for handwritten text transcription.

María José Castro Bleda, Salvador España Boquera, David Llorens, Andrés Marzal, Federico Prat, Juan Miguel Vilar, Francisco Zamora-Martínez

Proceedings of the 13th International Conference on Multimodal Interfaces, 2011

2010

Traducción automática basada en n-gramas conexionistas.

Francisco Zamora-Martínez, María José Castro Bleda

Proces. del Leng. Natural, 2010

UCH-UPV English-Spanish System for WMT10.

Francisco Zamora-Martínez, Germán Sanchis-Trilles

Proceedings of the Joint Fifth Workshop on Statistical Machine Translation and MetricsMATR, 2010

N-gram-based machine translation enhanced with neural networks for the French-English BTEC-IWSLT'10 task.

Francisco Zamora-Martínez, María José Castro Bleda, Holger Schwenk

Proceedings of the 2010 International Workshop on Spoken Language Translation, 2010

Unconstrained offline handwriting recognition using connectionist character N-grams.

Francisco Zamora-Martínez, María José Castro Bleda, Salvador España Boquera, Jorge Gorbe-Moya

Proceedings of the International Joint Conference on Neural Networks, 2010

Hybrid HMM/ANN Models for Bimodal Online and Offline Cursive Word Recognition.

Salvador España Boquera, Jorge Gorbe-Moya, Francisco Zamora-Martínez, María José Castro Bleda

Proceedings of the Recognizing Patterns in Signals, Speech, Images and Videos, 2010

2009

Behaviour-Based Clustering of Neural Networks.

María José Castro Bleda, Salvador España Boquera, Francisco Zamora-Martínez

Proceedings of the Encyclopedia of Artificial Intelligence (3 Volumes), 2009

Fast Evaluation of Connectionist Language Models.

Francisco Zamora-Martínez, María José Castro Bleda, Salvador España Boquera

Proceedings of the Bio-Inspired Systems: Computational and Ambient Intelligence, 2009

A Connectionist Approach to Part-Of-Speech Tagging.

Francisco Zamora-Martínez, María José Castro Bleda, Salvador España Boquera, Salvador Tortajada-Velert, Pablo Aibar

Proceedings of the IJCCI 2009, 2009

Improving a DTW-Based Recognition Engine for On-line Handwritten Characters by Using MLPs.

María José Castro Bleda, Salvador España Boquera, Jorge Gorbe-Moya, Francisco Zamora-Martínez, David Llorens-Piñana, Andrés Marzal-Varó, Federico Prat-Villar, Juan Miguel Vilar-Torres

Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

Adding Morphological Information to a Connectionist Part-Of-Speech Tagger.

Francisco Zamora-Martínez, María José Castro Bleda, Salvador España Boquera, Salvador Tortajada-Velert

Proceedings of the Current Topics in Artificial Intelligence, 2009

Improving Isolated Handwritten Word Recognition Using a Specialized Classifier for Short Words.

Francisco Zamora-Martínez, María José Castro Bleda, Salvador España Boquera, Jorge Gorbe-Moya

Proceedings of the Current Topics in Artificial Intelligence, 2009

A Flexible System for Document Processing and Text Transcription.

Juan Miguel Vilar, María José Castro Bleda, Francisco Zamora-Martínez, Salvador España Boquera, Albert Gordo, David Llorens, Andrés Marzal, Federico Prat, Jorge Gorbe-Moya

Proceedings of the Current Topics in Artificial Intelligence, 2009

2008

Handwritten Text Normalization by using Local Extrema Classification.

Jorge Gorbe-Moya, Salvador España Boquera, Francisco Zamora-Martínez, María José Castro Bleda

Proceedings of the Pattern Recognition in Information Systems, 2008

The UJIpenchars Database: a Pen-Based Database of Isolated Handwritten Characters.

David Llorens, Federico Prat, Andrés Marzal, Juan Miguel Vilar, María José Castro, Juan-Carlos Amengual, Sergio Barrachina, Antonio Castellanos, Salvador España Boquera, J. A. Gómez, Jorge Gorbe-Moya, Albert Gordo, Vicente Palazón, Guillermo Peris, Rafael Ramos-Garijo, Francisco Zamora-Martínez

Proceedings of the International Conference on Language Resources and Evaluation, 2008

Neural Network Language Models for Translation with Limited Data.

Maxim Khalilov, José A. R. Fonollosa, Francisco Zamora-Martínez, María José Castro Bleda, Salvador España Boquera

Proceedings of the 20th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2008), 2008

2007

Efficient Viterbi Algorithms for Lexical Tree Based Models.

Salvador España Boquera, María José Castro Bleda, Francisco Zamora-Martínez, Jorge Gorbe-Moya

Proceedings of the Advances in Nonlinear Speech Processing, 2007

Efficient BP Algorithms for General Feedforward Neural Networks.

Salvador España Boquera, Francisco Zamora-Martínez, María José Castro Bleda, Jorge Gorbe-Moya

Proceedings of the Bio-inspired Modeling of Cognitive Tasks, 2007

Behaviour-Based Clustering of Neural Networks Applied to Document Enhancement.

Francisco Zamora-Martínez, Salvador España Boquera, María José Castro Bleda

Proceedings of the Computational and Ambient Intelligence, 2007

Semiring Lattice Parsing Applied to CYK.

Salvador España Boquera, Jorge Gorbe-Moya, Francisco Zamora-Martínez

Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007