César Domínguez

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 52

Top Topics

Semantic Segmentation

Computer Science

Formative Assessment

Image Classification

Top Venues

Comput. Methods Programs Biomed.

Publications

Pablo Ascorbe, María S. Campos, César Domínguez, Jónathan Heras, Magdalena Pérez, Ana Rosa Terroba Reinares
An Architecture Towards Building a Reliable Suicide Information Chatbot. CAEPIA (2024)
Vanessa Alvear, César Domínguez, Gadea Mata
Towards Human Action Recognition in Open Environments: A Proof of Concept on Spanish Sign Language Vowels. Interacción (2024)
Adrián Inés, César Domínguez, Jónathan Heras, Eloy J. Mata, Vico Pascual
Semi-supervised Learning Methods for Semantic Segmentation of Polyps. CAEPIA (2024)
Manuel García-Domínguez, César Domínguez, Jónathan Heras, Eloy J. Mata, Vico Pascual
Deep style transfer to deal with the domain shift problem on spheroid segmentation. Neurocomputing 569 (2024)
Arturo Jaime, José Miguel Blanco, César Domínguez, Imanol Usandizaga, Rosa Arruabarrena
Classification of Lessons Learned Generated by Students in the Practice of Project-Based Learning. Rev. Iberoam. de Tecnol. del Aprendiz. 18 (3) (2023)
Adrián Inés, César Domínguez, Jónathan Heras, Gadea Mata, Julio Rubio
Semi-Supervised Machine Learning: a Homological Approach. CoRR (2023)
César Domínguez, Jónathan Heras, Félix Lanas, Gadea Mata, Julio Rubio, Mirari San Martín
Improving Accessibility in PublicWeb Pages. SEPLN (Projects and Demonstrations) (2023)
César Domínguez, Jónathan Heras, Eloy J. Mata, Vico Pascual, Lucas Fernández-Cedrón, Marcos Martínez-Lanchares, Jon Pellejero-Espinosa, Antonio Rubio-Loscertales, Carlos Tarragona-Pérez
Semi-Supervised Semantic Segmentation for Identification of Irrelevant Objects in a Waste Recycling Plant. J. Univers. Comput. Sci. 29 (5) (2023)
Ángela Casado-García, Estefanía Carlos, César Domínguez, Jónathan Heras, María Izco, Eloy J. Mata, Vico Pascual, Lydia Álvarez-Erviti
MicrogliaJ: An Automatic Tool for Microglial Cell Detection and Segmentation. IbPRIA (2023)
César Domínguez, Jónathan Heras, Eloy J. Mata, Vico Pascual, Didac Royo, Miguel Ángel Zapata
Binary and multi-class automated detection of age-related macular degeneration using convolutional- and transformer-based architectures. Comput. Methods Programs Biomed. 229 (2023)
Pablo Ascorbe, María S. Campos, César Domínguez, Jónathan Heras, Ana Rosa Terroba-Reinares
prevenIA: a Chatbot for Information and Prevention of Suicide and other Mental Health Disorders. SEPLN (Projects and Demonstrations) (2023)
Vanessa Alvear, César Domínguez, Gadea Mata
Human Action Recognition in Uncontrolled Environments: Application from Artificial Intelligence to Contactless Interfaces. ISAmI (2023)
Arturo Jaime Elizondo, José Miguel Blanco, César Domínguez, Rosa Arruabarrena
Creation and Sharing of Lessons Learned by Blogging in the Context of Project-Based Learning. IEEE Access 10 (2022)
Gonzalo Santamaría, César Domínguez, Jónathan Heras, Eloy J. Mata, Vico Pascual
Combining Image Processing Techniques, OCR, and OMR for the Digitization of Musical Books. DAS (2022)
Adrián Inés, Andrés Diaz-Pinto, César Domínguez, Jónathan Heras, Eloy J. Mata, Vico Pascual
Semi-Supervised Learning for Image Classification using Compact Networks in the BioMedical Context. CoRR (2022)
María Villota, César Domínguez, Jónathan Heras, Eloy J. Mata, Vico Pascual
Text Classification Models for Form Entity Linking. DCAI (2022)
Adrián Inés, César Domínguez, Jónathan Heras, Gadea Mata, Julio Rubio
A Topological Approach for Semi-Supervised Learning. CoRR (2022)
Ángela Casado-García, Gabriela Chichón, César Domínguez, Manuel García-Domínguez, Jónathan Heras, Adrián Inés, María López, Eloy Mata, Vico Pascual, Yolanda Sáenz
MotilityJ: An open-source tool for the classification and segmentation of bacteria on motility images. Comput. Biol. Medicine 136 (2021)
María Villota, Gonzalo Santamaría, César Domínguez, Jónathan Heras, Eloy Mata, Vico Pascual
Towards Combining Object Detection and Text Classification Models for Form Entity Recognition. CAEPIA (2021)
Manuel García-Domínguez, César Domínguez, Jónathan Heras, Eloy Mata, Vico Pascual
Neural Style Transfer and Unpaired Image-to-Image Translation to deal with the Domain Shift Problem on Spheroid Segmentation. CoRR (2021)
David Lacalle, Héctor Alfonso Castro-Abril, Teodora Randelovic, César Domínguez, Jónathan Heras, Eloy Mata, Gadea Mata, Yolanda Méndez, Vico Pascual, Ignacio Ochoa
SpheroidJ: An Open-Source Set of Tools for Spheroid Segmentation. Comput. Methods Programs Biomed. 200 (2021)
César Domínguez, Francisco José García Izquierdo, Arturo Jaime Elizondo, Beatriz Pérez, Ángel Luis Rubio, María Antonia Zapata
Using Process Mining to Analyze Time Distribution of Self-Assessment and Formative Assessment Exercises on an Online Learning Tool. IEEE Trans. Learn. Technol. 14 (5) (2021)
María Villota, César Domínguez, Jónathan Heras, Eloy Mata, Vico Pascual
Text Classification Models for Form Entity Linking. CoRR (2021)
Adrián Inés, César Domínguez, Jónathan Heras, Eloy Mata, Vico Pascual
Biomedical image classification made easier thanks to transfer and semi-supervised learning. Comput. Methods Programs Biomed. 198 (2021)
Manuel García-Domínguez, César Domínguez, Jónathan Heras, Eloy Mata, Vico Pascual
UFOD: An AutoML framework for the construction, comparison, and combination of object detection models. Pattern Recognit. Lett. 145 (2021)
César Domínguez, Arturo Jaime Elizondo, Francisco José García Izquierdo, Juan José Olarte Larrea
Factors Considered in the Assessment of Computer Science Engineering Capstone Projects and Their Influence on Discrepancies Between Assessors. ACM Trans. Comput. Educ. 20 (2) (2020)
Arturo Jaime Elizondo, Juan José Olarte Larrea, Francisco José García Izquierdo, César Domínguez
The Effect of Internships on Computer Science Engineering Capstone Projects. IEEE Trans. Educ. 63 (1) (2020)
Manuel García-Dominguez, César Domínguez, Jónathan Heras, Eloy Mata, Vico Pascual
FrImCla: A Framework for Image Classification Using Traditional and Transfer Learning Techniques. IEEE Access 8 (2020)
Ángela Casado-García, César Domínguez, Jónathan Heras, Eloy Mata, Vico Pascual
The Benefits of Close-Domain Fine-Tuning for Table Detection in Document Images. DAS (2020)
Ana Sánchez, César Domínguez, José Miguel Blanco, Arturo Jaime Elizondo
Incorporating Computing Professionals' Know-how: Differences between Assessment by Students, Academics, and Professional Experts. ACM Trans. Comput. Educ. 19 (3) (2019)
Juan José Olarte Larrea, César Domínguez, Arturo Jaime Elizondo, Francisco José García Izquierdo
Impact of Part-Time CS Engineering Internships on Workload. ITiCSE (2019)
Manuel García-Domínguez, César Domínguez, Jónathan Heras, Eloy Mata, Vico Pascual
Jupyter Notebooks for Simplifying Transfer Learning. EUROCAST (2) (2019)
Ángela Casado, César Domínguez, Manuel García-Dominguez, Jónathan Heras, Adrián Inés, Eloy Mata, Vico Pascual
CLoDSA: a tool for augmentation in classification, localization, detection, semantic segmentation and instance segmentation tasks. BMC Bioinform. 20 (1) (2019)
Marina Arredondo-Santoyo, César Domínguez, Jónathan Heras, Eloy Mata, Vico Pascual, Maria Soledad Vázquez-Garcidueñas, Gerardo Vázquez-Marrufo
Automatic characterisation of dye decolourisation in fungal strains using expert, traditional, and deep features. Soft Comput. 23 (23) (2019)
Ángela Casado-García, César Domínguez, Jónathan Heras, Eloy Mata, Vico Pascual
The Benefits of Close-Domain Fine-Tuning for Table Detection in Document Images. CoRR (2019)
Adrián Inés, César Domínguez, Jónathan Heras, Eloy Mata, Vico Pascual
DeepCompareJ: Comparing Image Classification Models. EUROCAST (2) (2019)
César Domínguez, Arturo Jaime Elizondo, Jónathan Heras, Francisco José García Izquierdo
The Effects of Adding Non-Compulsory Exercises to an Online Learning Tool on Student Performance and Code Copying. ACM Trans. Comput. Educ. 19 (3) (2019)
Adrián Inés, César Domínguez, Jónathan Heras, Eloy Mata, Vico Pascual
DeepClas4Bio: Connecting bioimaging tools with deep learning frameworks for image classification. Comput. Biol. Medicine 108 (2019)
César Domínguez, Jónathan Heras, Eloy Mata, Vico Pascual
DecoFungi: a web application for automatic characterisation of dye decolorisation in fungal strains. BMC Bioinform. 19 (1) (2018)
Manuel García-Dominguez, César Domínguez, Jónathan Heras, Eloy Mata, Vico Pascual
An On-Going Framework for Easily Experimenting with Deep Learning Models for Bioimaging Analysis. DCAI (Special Sessions) (2018)
Adrián Inés, César Domínguez, Jónathan Heras, Eloy Mata, Vico Pascual
Towards Integrating ImageJ with Deep Biomedical Models. DCAI (Special Sessions) (2018)
César Domínguez, Jónathan Heras, Vico Pascual
IJ-OpenCV: Combining ImageJ and OpenCV for processing images in biomedicine. Comput. Biol. Medicine 84 (2017)
C. A. Alonso, César Domínguez, Jónathan Heras, Eloy Mata, Vico Pascual, Carmen Torres, Myriam Zarazaga
Antibiogramj: A tool for analysing images from disk diffusion tests. Comput. Methods Programs Biomed. 143 (2017)
César Domínguez, Manuel García-Dominguez, Jónathan Heras, Adrián Inés, Eloy Mata, Vico Pascual
DetectionEvaluationJ: A Tool to Evaluate Object Detection Algorithms. EUROCAST (2) (2017)
César Domínguez, Jónathan Heras, Eloy Mata, Vico Pascual, Maria Soledad Vázquez-Garcidueñas, Gerardo Vázquez-Marrufo
Extending GelJ for interoperability: Filling the gap in the bioinformatics resources for population genetics analysis with dominant markers. Comput. Methods Programs Biomed. 140 (2017)
Jónathan Heras, César Domínguez, Eloy Mata, Vico Pascual
Surveying and benchmarking techniques to analyse DNA gel fingerprint images. Briefings Bioinform. 17 (6) (2016)
Juan José Olarte Larrea, César Domínguez, Arturo Jaime Elizondo, Francisco José García Izquierdo
Student and Staff Perceptions of Key Aspects of Computer Science Engineering Capstone Projects. IEEE Trans. Educ. 59 (1) (2016)
César Domínguez, Jónathan Heras, Eloy Mata, Vico Pascual
WekaBioSimilarity - Extending Weka with Resemblance Measures. CAEPIA (2016)
Jónathan Heras, César Domínguez, Eloy Mata, Vico Pascual, Carmen Lozano, Carmen Torres, Myriam Zarazaga
A survey of tools for analysing DNA fingerprints. Briefings Bioinform. 17 (6) (2016)
César Domínguez, Arturo Jaime Elizondo, Ana Sánchez, José Miguel Blanco, Jónathan Heras
A comparative analysis of the consistency and difference among online self-, peer-, external- and instructor-assessments: The competitive effect. Comput. Hum. Behav. 60 (2016)
Jónathan Heras, César Domínguez, Eloy Mata, Vico Pascual, Carmen Lozano, Carmen Torres, Myriam Zarazaga
GelJ - a tool for analyzing DNA fingerprint gel images. BMC Bioinform. 16 (2015)
Juan José Olarte Larrea, César Domínguez, Arturo Jaime Elizondo, Francisco José García Izquierdo
Capstone Projects Evolution over a Decade in a Computer Science Engineering Degree. ITiCSE (2015)
María Poza, César Domínguez, Jónathan Heras, Julio Rubio
A Certified Reduction Strategy for Homological Image Processing. ACM Trans. Comput. Log. 15 (3) (2014)
Juan José Olarte Larrea, César Domínguez, Francisco José García Izquierdo, Arturo Jaime Elizondo
Capstone projects in computer science: evaluated by stakeholders. ITiCSE (2014)
Arturo Jaime Elizondo, César Domínguez, Ana Sánchez, José Miguel Blanco
Interuniversity telecollaboration to improve academic results and identify preferred communication tools. Comput. Educ. 64 (2013)
María Poza, César Domínguez, Jónathan Heras, Julio Rubio
A certified reduction strategy for homological image processing. CoRR (2013)
César Domínguez, Dominique Duval
A Parameterization Process: from a Functorial Point of View. Int. J. Found. Comput. Sci. 23 (1) (2012)
César Domínguez, Julio Rubio
Effective homology of bicomplexes, formalized in Coq. Theor. Comput. Sci. 412 (11) (2011)
César Domínguez, Julio Rubio
Computing in Coq with Infinite Algebraic Data Structures. AISC/MKM/Calculemus (2010)
César Domínguez, Dominique Duval
Diagrammatic logic applied to a parameterisation process. Math. Struct. Comput. Sci. 20 (4) (2010)
Jesús Aransay, César Domínguez
A case-study in algebraic manipulation using mechanized reasoning tools. Int. J. Comput. Math. 87 (9) (2010)
César Domínguez, Julio Rubio
Computing in Coq with Infinite Algebraic Data Structures CoRR (2010)
César Domínguez, Arturo Jaime Elizondo
Database design learning: A project-based approach organized through a course management system. Comput. Educ. 55 (3) (2010)
César Domínguez, Dominique Duval
A parameterization process, functorially CoRR (2009)
César Domínguez, Dominique Duval
Diagrammatic logic applied to a parameterization process CoRR (2009)
Dominique Duval, César Domínguez
A parameterization process as a categorical construction CoRR (2009)
Jesús Aransay, César Domínguez
Modelling Differential Structures in Proof Assistants: The Graded Case. EUROCAST (2009)
César Domínguez
Formalizing in Coq Hidden Algebras to Specify Symbolic Computation Systems. AISC/MKM/Calculemus (2008)
César Domínguez, Laureano Lambán, Julio Rubio
Object oriented institutions to specify symbolic computation systems. RAIRO Theor. Informatics Appl. 41 (2) (2007)
César Domínguez, Julio Rubio, Francis Sergeraert
Modeling Inheritance as Coercion in the Kenzo System. J. Univers. Comput. Sci. 12 (12) (2006)
César Domínguez, Dominique Duval, Laureano Lambán, Julio Rubio Garcia
Towards Diagrammatic Specifications of Symbolic Computation Systems. Mathematics, Algorithms, Proofs (2005)
César Domínguez, Julio Rubio
Modeling inheritance as coercion in a symbolic computation system. ISSAC (2001)
César Domínguez, Laureano Lambán, Vico Pascual, Julio Rubio
Hidden Specification of a Functional System. EUROCAST (2001)