Eloy J. Mata

According to our database, Eloy J. Mata authored at least 36 papers between 2003 and 2024.

Collaborative distances:

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

2024

Analysing semi-supervised learning for image classification using compact networks in the biomedical context.

Adrián Inés, Andres Diaz-Pinto, César Domínguez, Jónathan Heras, Eloy J. Mata, Vico Pascual

Soft Comput., August, 2024

Deep style transfer to deal with the domain shift problem on spheroid segmentation.

Manuel García-Domínguez, César Domínguez, Jónathan Heras, Eloy J. Mata, Vico Pascual

Neurocomputing, February, 2024

Semi-supervised Learning Methods for Semantic Segmentation of Polyps.

Adrián Inés, César Domínguez, Jónathan Heras, Eloy J. Mata, Vico Pascual

Proceedings of the Advances in Artificial Intelligence, 2024

2023

Semi-Supervised Semantic Segmentation for Identification of Irrelevant Objects in a Waste Recycling Plant.

César Domínguez, Jónathan Heras, Eloy J. Mata, Vico Pascual, Lucas Fernández-Cedrón, Marcos Martínez-Lanchares, Jon Pellejero-Espinosa, Antonio Rubio-Loscertales, Carlos Tarragona-Pérez

J. Univers. Comput. Sci., May, 2023

Binary and multi-class automated detection of age-related macular degeneration using convolutional- and transformer-based architectures.

César Domínguez, Jónathan Heras, Eloy J. Mata, Vico Pascual, Didac Royo, Miguel Ángel Zapata

Comput. Methods Programs Biomed., February, 2023

MicrogliaJ: An Automatic Tool for Microglial Cell Detection and Segmentation.

Ángela Casado-García, Estefanía Carlos, César Domínguez, Jónathan Heras, María Izco, Eloy J. Mata, Vico Pascual, Lydia Álvarez-Erviti

Proceedings of the Pattern Recognition and Image Analysis - 11th Iberian Conference, 2023

2022

Semi-Supervised Learning for Image Classification using Compact Networks in the BioMedical Context.

Adrián Inés, Andrés Diaz-Pinto, César Domínguez, Jónathan Heras, Eloy J. Mata, Vico Pascual

CoRR, 2022

Text Classification Models for Form Entity Linking.

María Villota, César Domínguez, Jónathan Heras, Eloy J. Mata, Vico Pascual

Proceedings of the Distributed Computing and Artificial Intelligence, 2022

Combining Image Processing Techniques, OCR, and OMR for the Digitization of Musical Books.

Gonzalo Santamaría, César Domínguez, Jónathan Heras, Eloy J. Mata, Vico Pascual

Proceedings of the Document Analysis Systems - 15th IAPR International Workshop, 2022

2021

UFOD: An AutoML framework for the construction, comparison, and combination of object detection models.

Manuel García-Domínguez, César Domínguez, Jónathan Heras, Eloy J. Mata, Vico Pascual

Pattern Recognit. Lett., 2021

Neural Style Transfer and Unpaired Image-to-Image Translation to deal with the Domain Shift Problem on Spheroid Segmentation.

Manuel García-Domínguez, César Domínguez, Jónathan Heras, Eloy J. Mata, Vico Pascual

CoRR, 2021

SpheroidJ: An Open-Source Set of Tools for Spheroid Segmentation.

David Lacalle, Héctor Alfonso Castro-Abril, Teodora Randelovic, César Domínguez, Jónathan Heras, Eloy J. Mata, Gadea Mata, Yolanda Méndez, Vico Pascual, Ignacio Ochoa

Comput. Methods Programs Biomed., 2021

Biomedical image classification made easier thanks to transfer and semi-supervised learning.

Adrián Inés, César Domínguez, Jónathan Heras, Eloy J. Mata, Vico Pascual

Comput. Methods Programs Biomed., 2021

MotilityJ: An open-source tool for the classification and segmentation of bacteria on motility images.

Ángela Casado-García, Gabriela Chichón, César Domínguez, Manuel García-Domínguez, Jónathan Heras, Adrián Inés, María López, Eloy J. Mata, Vico Pascual, Yolanda Sáenz

Comput. Biol. Medicine, 2021

Towards Combining Object Detection and Text Classification Models for Form Entity Recognition.

María Villota, Gonzalo Santamaría, César Domínguez, Jónathan Heras, Eloy J. Mata, Vico Pascual

Proceedings of the Advances in Artificial Intelligence, 2021

2020

FrImCla: A Framework for Image Classification Using Traditional and Transfer Learning Techniques.

Manuel García-Dominguez, César Domínguez, Jónathan Heras, Eloy J. Mata, Vico Pascual

IEEE Access, 2020

The Benefits of Close-Domain Fine-Tuning for Table Detection in Document Images.

Ángela Casado-García, César Domínguez, Jónathan Heras, Eloy J. Mata, Vico Pascual

Proceedings of the Document Analysis Systems - 14th IAPR International Workshop, 2020

2019

Automatic characterisation of dye decolourisation in fungal strains using expert, traditional, and deep features.

Marina Arredondo-Santoyo, César Domínguez, Jónathan Heras, Eloy J. Mata, Vico Pascual, Maria Soledad Vázquez-Garcidueñas, Gerardo Vázquez-Marrufo

Soft Comput., 2019

DeepClas4Bio: Connecting bioimaging tools with deep learning frameworks for image classification.

Adrián Inés, César Domínguez, Jónathan Heras, Eloy J. Mata, Vico Pascual

Comput. Biol. Medicine, 2019

CLoDSA: a tool for augmentation in classification, localization, detection, semantic segmentation and instance segmentation tasks.

Ángela Casado, César Domínguez, Manuel García-Dominguez, Jónathan Heras, Adrián Inés, Eloy J. Mata, Vico Pascual

BMC Bioinform., 2019

DeepCompareJ: Comparing Image Classification Models.

Adrián Inés, César Domínguez, Jónathan Heras, Eloy J. Mata, Vico Pascual

Proceedings of the Computer Aided Systems Theory - EUROCAST 2019, 2019

Jupyter Notebooks for Simplifying Transfer Learning.

Manuel García-Domínguez, César Domínguez, Jónathan Heras, Eloy J. Mata, Vico Pascual

Proceedings of the Computer Aided Systems Theory - EUROCAST 2019, 2019

2018

DecoFungi: a web application for automatic characterisation of dye decolorisation in fungal strains.

César Domínguez, Jónathan Heras, Eloy J. Mata, Vico Pascual

BMC Bioinform., 2018

Towards Integrating ImageJ with Deep Biomedical Models.

Adrián Inés, César Domínguez, Jónathan Heras, Eloy J. Mata, Vico Pascual

Proceedings of the Distributed Computing and Artificial Intelligence, 2018

An On-Going Framework for Easily Experimenting with Deep Learning Models for Bioimaging Analysis.

Manuel García-Dominguez, César Domínguez, Jónathan Heras, Eloy J. Mata, Vico Pascual

Proceedings of the Distributed Computing and Artificial Intelligence, 2018

2017

Extending GelJ for interoperability: Filling the gap in the bioinformatics resources for population genetics analysis with dominant markers.

César Domínguez, Jónathan Heras, Eloy J. Mata, Vico Pascual, Maria Soledad Vázquez-Garcidueñas, Gerardo Vázquez-Marrufo

Comput. Methods Programs Biomed., 2017

Antibiogramj: A tool for analysing images from disk diffusion tests.

Carla Andrea Alonso, César Domínguez, Jónathan Heras, Eloy J. Mata, Vico Pascual, Carmen Torres, Myriam Zarazaga

Comput. Methods Programs Biomed., 2017

DetectionEvaluationJ: A Tool to Evaluate Object Detection Algorithms.

César Domínguez, Manuel García-Dominguez, Jónathan Heras, Adrián Inés, Eloy J. Mata, Vico Pascual

Proceedings of the Computer Aided Systems Theory - EUROCAST 2017, 2017

2016

A survey of tools for analysing DNA fingerprints.

Jónathan Heras, César Domínguez, Eloy J. Mata, Vico Pascual, Carmen Lozano, Carmen Torres, Myriam Zarazaga

Briefings Bioinform., 2016

Surveying and benchmarking techniques to analyse DNA gel fingerprint images.

Jónathan Heras, César Domínguez, Eloy J. Mata, Vico Pascual

Briefings Bioinform., 2016

WekaBioSimilarity - Extending Weka with Resemblance Measures.

César Domínguez, Jónathan Heras, Eloy J. Mata, Vico Pascual

Proceedings of the Advances in Artificial Intelligence, 2016

2015

GelJ - a tool for analyzing DNA fingerprint gel images.

Jónathan Heras, César Domínguez, Eloy J. Mata, Vico Pascual, Carmen Lozano, Carmen Torres, Myriam Zarazaga

BMC Bioinform., 2015

2007

Formal Reasoning on a Web Coordination System.

Eloy J. Mata, Pedro Álvarez, José A. Bañares, Julio Rubio

Proceedings of the Computer Aided Systems Theory, 2007

2006

Formal Modelling of a Coordination System: From Practice to Theory, and Back Again.

Eloy J. Mata, Pedro Álvarez, José A. Bañares, Julio Rubio

Proceedings of the Engineering Societies in the Agents World VII, 2006

2004

Towards an Efficient Rule-Based Coordination of Web Services.

Eloy J. Mata, Pedro Álvarez, José A. Bañares, Julio Rubio

Proceedings of the Advances in Artificial Intelligence, 2004

2003

Generative Communication with Semantic Matching in Distributed Heterogeneous Environments.

Pedro Álvarez, José A. Bañares, Eloy J. Mata, Pedro R. Muro-Medrano, Julio Rubio

Proceedings of the Computer Aided Systems Theory, 2003