María José Castro Bleda

Orcid: 0000-0003-1001-8258

Affiliations:
  • Polytechnic University of Valencia, Spain


According to our database1, María José Castro Bleda authored at least 82 papers between 1991 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Speech emotion recognition from voice messages recorded in the wild.
CoRR, 2024

2023
ELiRF at ClinAIS Task: Automatic Identification of Sections in Clinical Documents.
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2023) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2023), 2023

2022
A Spanish dataset for reproducible benchmarked offline handwriting recognition.
Lang. Resour. Evaluation, 2022

GUAITA: Monitorización y análisis de redes sociales para la ayuda a la toma de decisiones (GUAITA: Monitoring and analysis of social media to help decision making).
Proceedings of the Annual Conference of the Spanish Association for Natural Language Processing: Projects and Demonstrations (SEPLN-PD 2022) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2022), 2022

2021
Cross-Domain Polarity Models to Evaluate User eXperience in E-learning.
Neural Process. Lett., 2021

2020
The NoisyOffice Database: A Corpus To Train Supervised Machine Learning Filters For Image Processing.
Comput. J., 2020

2019
Handwriting recognition by using deep learning to extract meaningful features.
AI Commun., 2019

Word Discovering in Low-Resources Languages Through Cross-Lingual Phonemes.
Proceedings of the Speech and Computer - 21st International Conference, 2019

Applying Sentiment Analysis with Cross-Domain Models to Evaluate User eXperience in Virtual Learning Environments.
Proceedings of the Advances in Computational Intelligence, 2019

2018
Efficient Embedded Decoding of Neural Network Language Models in a Machine Translation System.
Int. J. Neural Syst., 2018

Building a global dictionary for semantic technologies.
Proceedings of the Fourth International Conference, 2018

2017
A system for assisted transcription and annotation of ancient documents.
Proceedings of the 15th International Workshop on Content-Based Multimedia Indexing, 2017

2016
Complete System for Text Line Extraction Using Convolutional Neural Networks and Watershed Transform.
Proceedings of the 12th IAPR Workshop on Document Analysis Systems, 2016

2015

esCam: A Mobile Application to Capture and Enhance Text Images.
Proceedings of the Advances in Computational Intelligence, 2015

Insights on the Use of Convolutional Neural Networks for Document Image Binarization.
Proceedings of the Advances in Computational Intelligence, 2015

Combining Learned Script Points and Combinatorial Optimization for Text Line Extraction.
Proceedings of the 3rd International Workshop on Historical Document Imaging and Processing, 2015

A combined Convolutional Neural Network and Dynamic Programming approach for text line normalization.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

2014
Neural network language models for off-line handwriting recognition.
Pattern Recognit., 2014

Handwriting Normalization by Zone Estimation Using HMM/ANNs.
Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014

2013
F-Measure as the Error Function to Train Neural Networks.
Proceedings of the Advances in Computational Intelligence, 2013

2012
Long-short term memory neural networks language modeling for handwriting recognition.
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.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Evaluating an e-Learning Experience Oriented towards Accessible Instruction.
Proceedings of the CSEDU 2012, 2012

2011
Improving Offline Handwritten Text Recognition with Hybrid HMM/ANN Models.
IEEE Trans. Pattern Anal. Mach. Intell., 2011

CEU-UPV English-Spanish system for WMT11.
Proceedings of the Sixth Workshop on Statistical Machine Translation, 2011

Speech interaction in a multimodal tool for handwritten text transcription.
Proceedings of the 13th International Conference on Multimodal Interfaces, 2011

2010
Traducción automática basada en n-gramas conexionistas.
Proces. del Leng. Natural, 2010

Automatic Speech Segmentation Based on Acoustical Clustering.
Proceedings of the Structural, 2010

N-gram-based machine translation enhanced with neural networks for the French-English BTEC-IWSLT'10 task.
Proceedings of the 2010 International Workshop on Spoken Language Translation, 2010

Unconstrained offline handwriting recognition using connectionist character N-grams.
Proceedings of the International Joint Conference on Neural Networks, 2010

Hybrid HMM/ANN Models for Bimodal Online and Offline Cursive Word Recognition.
Proceedings of the Recognizing Patterns in Signals, Speech, Images and Videos, 2010

2009
UJI Pen Characters (Version 2).
Dataset, January, 2009

Behaviour-Based Clustering of Neural Networks.
Proceedings of the Encyclopedia of Artificial Intelligence (3 Volumes), 2009

A Template-based Recognition System for On-line Handwritten Characters.
J. Inf. Sci. Eng., 2009

Fast Evaluation of Connectionist Language Models.
Proceedings of the Bio-Inspired Systems: Computational and Ambient Intelligence, 2009

A Connectionist Approach to Part-Of-Speech Tagging.
Proceedings of the IJCCI 2009, 2009

Improving a DTW-Based Recognition Engine for On-line Handwritten Characters by Using MLPs.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

Adding Morphological Information to a Connectionist Part-Of-Speech Tagger.
Proceedings of the Current Topics in Artificial Intelligence, 2009

Improving Isolated Handwritten Word Recognition Using a Specialized Classifier for Short Words.
Proceedings of the Current Topics in Artificial Intelligence, 2009

A Flexible System for Document Processing and Text Transcription.
Proceedings of the Current Topics in Artificial Intelligence, 2009

2008
Cursive Word Recognition Based on Interactive Activation and Early Visual Processing Models.
Int. J. Neural Syst., 2008

Handwritten Text Normalization by using Local Extrema Classification.
Proceedings of the Pattern Recognition in Information Systems, 2008

The UJIpenchars Database: a Pen-Based Database of Isolated Handwritten Characters.
Proceedings of the International Conference on Language Resources and Evaluation, 2008

Neural Network Language Models for Translation with Limited Data.
Proceedings of the 20th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2008), 2008

Musical Style Identification with n-Grams and Neural Networks.
Proceedings of the Progress in Pattern Recognition, 2008

2007
Holistic cursive word recognition based on perceptual features.
Pattern Recognit. Lett., 2007

Sistema de Diálogo Estadístico y Adquisición de un Nuevo Corpus de Diálogos.
Proces. del Leng. Natural, 2007

Recognition and Understanding Simulation for a Spoken Dialog Corpus Acquisition.
Proceedings of the Text, Speech and Dialogue, 10th International Conference, 2007

Efficient Viterbi Algorithms for Lexical Tree Based Models.
Proceedings of the Advances in Nonlinear Speech Processing, 2007

Efficient BP Algorithms for General Feedforward Neural Networks.
Proceedings of the Bio-inspired Modeling of Cognitive Tasks, 2007

Behaviour-Based Clustering of Neural Networks Applied to Document Enhancement.
Proceedings of the Computational and Ambient Intelligence, 2007

2006
Design and acquisition of a telephone spontaneous speech dialogue corpus in Spanish: DIHANA.
Proceedings of the Fifth International Conference on Language Resources and Evaluation, 2006

Experiments on automatic drug activity characterization using support vector classification.
Proceedings of the Second IASTED International Conference on Computational Intelligence, 2006

2005
A Hybrid Approach to Statistical Language Modeling with Multilayer Perceptrons and Unigrams.
Proceedings of the Text, Speech and Dialogue, 8th International Conference, 2005

A Holistic Classification System for Check Amounts Based on Neural Networks with Rejection.
Proceedings of the Pattern Recognition and Machine Intelligence, 2005

Comparative study of Automatic Phone Segmentation methods for TTS.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Enhancement and Cleaning of Handwritten Data by Using Neural Networks.
Proceedings of the Pattern Recognition and Image Analysis, Second Iberian Conference, 2005

2004
Artificial Neural Networks and Linear Discriminant Analysis: A Valuable Combination in the Selection of New Antibacterial Compounds.
J. Chem. Inf. Model., 2004

Multi-label Text Classification Using Multinomial Models.
Proceedings of the Advances in Natural Language Processing, 4th International Conference, 2004

The SPARTACUS-Database: a Spanish Sentence Database for Offline Handwriting Recognition.
Proceedings of the Fourth International Conference on Language Resources and Evaluation, 2004

Improving Pattern Recognition Based Pharmacological Drug Selection Through ROC Analysis.
Proceedings of the Progress in Pattern Recognition, 2004

Hidden Markov Models for Understanding in a Dialogue System.
Proceedings of the Progress in Pattern Recognition, 2004

2003
Drugs and Nondrugs: An Effective Discrimination with Topological Methods and Artificial Neural Networks.
J. Chem. Inf. Comput. Sci., 2003

Discriminación y predicción de propiedades de fármacos mediante redes neuronales.
Inteligencia Artif., 2003

New Directions in Connectionist Language Modeling.
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003

Connectionist classification and specific stochastic models in the understanding process of a dialogue system.
Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003

Prediction and Discrimination of Pharmacological Activity by Using Artificial Neural Networks.
Proceedings of the Pattern Recognition and Image Analysis, First Iberian Conference, 2003

Uniclass and Multiclass Connectionist Classification of Dialogue Acts.
Proceedings of the Progress in Pattern Recognition, 2003

Dialogue Act Classification in a Spoken Dialogue System.
Proceedings of the Current Topics in Artificial Intelligence, 2003

2002
Automatic Segmentation of Speech at the Phonetic Level.
Proceedings of the Structural, 2002

Neural-Based Classification of Blocks from Documents.
Proceedings of the Artificial Neural Networks, 2002

A Simple Connectionist Approach to Language Understanding in a Dialogue System.
Proceedings of the Advances in Artificial Intelligence, 2002

Dialogue Act Connectionist Detection in a Spoken Dialogue System.
Proceedings of the Soft Computing Systems - Design, Management and Applications, 2002

2001
Transcriptor ortográfico-fonético para el castellano.
Proces. del Leng. Natural, 2001

1999
A fast version of the atros system.
Proceedings of the Sixth European Conference on Speech Communication and Technology, 1999

Hybrid connectionist-structural acoustical modeling in the ATROS system.
Proceedings of the Sixth European Conference on Speech Communication and Technology, 1999

Acoustic and syntactical modeling in the ATROS system.
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

1997
Reconocimiento del habla mediante redes neuronales artificiales.
Inteligencia Artif., 1997

1996
The Morphic Generator Grammatical Inference Methodology and Multilayer Perceptrons: A Hybrid Approach to Acoustic Modeling.
Proceedings of the Advances in Structural and Syntactical Pattern Recognition, 1996

1995
Geometric pattern recognition techniques for acoustic-phonetic decoding of Spanish continuous speech.
Proceedings of the Fourth European Conference on Speech Communication and Technology, 1995

1991
The Use of Multilayer Perceptrons in Isolated Word Recognition.
Proceedings of the Artificial Neural Networks, 1991


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