Jónathan Heras

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 76

Top Venues

CoRR

CAEPIA

Comput. Methods Programs Biomed.

Comput. Biol. Medicine

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)
Leonardo Campillos Llanos, Ana Rosa Terroba Reinares, Rocío Bartolomé, Ana Valverde-Mateos, Cristina González, Adrián Capllonch-Carrión, Jónathan Heras
Replace, Paraphrase or Fine-tune? Evaluating Automatic Simplification for Medical Texts in Spanish. LREC/COLING (2024)
Afshin Shoeibi, Marjane Khodatars, Hamid Alinejad-Rokny, Jónathan Heras, Sara Bagherzadeh, Amin Beheshti, Juan Manuel Górriz
Diagnosis of Schizophrenia in EEG Signals Using dDTF Effective Connectivity and New PreTrained CNN and Transformer Models. IWINAC (2024)
María Villota, Jacobo Ayensa-Jiménez, Manuel Doblaré, Jónathan Heras
Image Processing and Deep Learning Methods for the Semantic Segmentation of Blastocyst Structures. CAEPIA (2024)
Coen de Vente, Koenraad A. Vermeer, Nicolas Jaccard, He Wang, Hongyi Sun, Firas Khader, Daniel Truhn, Temirgali Aimyshev, Yerkebulan Zhanibekuly, Tien-Dung Le, Adrian Galdran, Miguel Ángel González Ballester, Gustavo Carneiro, Devika R. G, Hrishikesh Panikkasseril Sethumadhavan, Densen Puthussery, Hong Liu, Zekang Yang, Satoshi Kondo, Satoshi Kasai, Edward Wang, Ashritha Durvasula, Jónathan Heras, Miguel Ángel Zapata, Teresa Araújo, Guilherme Aresta, Hrvoje Bogunovic, Mustafa Arikan, Yeong Chan Lee, Hyun Bin Cho, Yoon Ho Choi, Abdul Qayyum, Imran Razzak, Bram van Ginneken, Hans G. Lemij, Clara I. Sánchez
AIROGS: Artificial Intelligence for Robust Glaucoma Screening Challenge. IEEE Trans. Medical Imaging 43 (1) (2024)
Ángela Casado-García, Jónathan Heras, Roberto Marani, Annalisa Milella
Taking Advantage of Depth Information for Semantic Segmentation in Field-Measured Vineyards. CAEPIA (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)
Ángela Casado-García, Jónathan Heras, Xabier Simon Martínez-Goñi, Jon Miranda-Apodaca, Usue Pérez-López
Estimation of Crop Production by Fusing Images and Crop Features. ICCV (Workshops) (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)
Maria del Pilar Agustín-Llach, Jónathan Heras, Gadea Mata, Julio Rubio
La perplejidad como herramienta para estimar la asignación de nivel de competencia en escritos de una lengua extranjera. Proces. del Leng. Natural 71 (2023)
Jónathan Heras
Semi-supervised Learning for Myopic Maculopathy Analysis. MMAC@MICCAI (2023)
Mirari San Martín, Jónathan Heras, Gadea Mata
Automatic Generation of Subtitles for Videos of the Government of La Rioja. OLA (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)
Navid Ghassemi, Afshin Shoeibi, Marjane Khodatars, Jónathan Heras, Alireza Rahimi, Assef Zare, Yu-Dong Zhang, Ram Bilas Pachori, Juan Manuel Górriz
Automatic diagnosis of COVID-19 from CT images using CycleGAN and transfer learning. Appl. Soft Comput. 144 (2023)
Rubén Escobedo, Jónathan Heras
Mixing Data Augmentation Methods for Semantic Segmentation. OLA (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)
Jónathan Heras
Two-stage Fine-Tuning for Automatic Identification of Sections in Clinical Documents. IberLEF@SEPLN (2023)
Coen de Vente, Koenraad A. Vermeer, Nicolas Jaccard, He Wang, Hongyi Sun, Firas Khader, Daniel Truhn, Temirgali Aimyshev, Yerkebulan Zhanibekuly, Tien-Dung Le, Adrian Galdran, Miguel Ángel González Ballester, Gustavo Carneiro, Devika R. G, Hrishikesh P. S, Densen Puthussery, Hong Liu, Zekang Yang, Satoshi Kondo, Satoshi Kasai, Edward Wang, Ashritha Durvasula, Jónathan Heras, Miguel Ángel Zapata, Teresa Araújo, Guilherme Aresta, Hrvoje Bogunovic, Mustafa Arikan, Yeong Chan Lee, Hyun Bin Cho, Yoon Ho Choi, Abdul Qayyum, Imran Razzak, Bram van Ginneken, Hans G. Lemij, Clara I. Sánchez
AIROGS: Artificial Intelligence for RObust Glaucoma Screening Challenge. CoRR (2023)
Ángela Casado-García, Aitor Agirresarobe, Jon Miranda-Apodaca, Jónathan Heras, Usue Pérez-López
Deep Detection Models for Measuring Epidermal Bladder Cells. IbPRIA (2022)
Mahboobeh Jafari, Afshin Shoeibi, Navid Ghassemi, Jónathan Heras, Abbas Khosravi, Sai Ho Ling, Roohallah Alizadehsani, Amin Beheshti, Yu-Dong Zhang, Shui-Hua Wang, Juan Manuel Górriz, U. Rajendra Acharya, Hamid Alinejad-Rokny
Automatic Diagnosis of Myocarditis Disease in Cardiac MRI Modality using Deep Transformers and Explainable Artificial Intelligence. CoRR (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)
Ángela Casado-García, Manuel García-Domínguez, Jónathan Heras, Adrián Inés, Didac Royo, Miguel Ángel Zapata
Rating the Severity of Diabetic Retinopathy on a Highly Imbalanced Dataset. EUROCAST (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)
Afshin Shoeibi, Navid Ghassemi, Jónathan Heras, Mitra Rezaei, Juan Manuel Górriz
Automatic Diagnosis of Myocarditis in Cardiac Magnetic Images Using CycleGAN and Deep PreTrained Models. IWINAC (1) (2022)
Afshin Shoeibi, Delaram Sadeghi, Parisa Moridian, Navid Ghassemi, Jónathan Heras, Roohallah Alizadehsani, Ali Khadem, Yinan Kong, Saeid Nahavandi, Yu-Dong Zhang, Juan Manuel Górriz
Automatic Diagnosis of Schizophrenia in EEG Signals Using CNN-LSTM Models. Frontiers Neuroinformatics 15 (2021)
Navid Ghassemi, Afshin Shoeibi, Marjane Khodatars, Jónathan Heras, Alireza Rahimi, Assef Zare, Ram Bilas Pachori, Juan Manuel Górriz
Automatic Diagnosis of COVID-19 from CT Images using CycleGAN and Transfer Learning. CoRR (2021)
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)
Ángela Casado-García, Jónathan Heras
LabelDetection: Simplifying the Use and Construction of Deep Detection Models. CAEPIA (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)
Afshin Shoeibi, Marjane Khodatars, Mahboobeh Jafari, Parisa Moridian, Mitra Rezaei, Roohallah Alizadehsani, Fahime Khozeimeh, Juan Manuel Górriz, Jónathan Heras, Maryam Panahiazar, Saeid Nahavandi, U. Rajendra Acharya
Applications of deep learning techniques for automated multiple sclerosis detection using magnetic resonance imaging: A review. Comput. Biol. Medicine 136 (2021)
Ángela Casado-García, Manuel García-Domínguez, Jónathan Heras, Adrián Inés, Didac Royo, Miguel Ángel Zapata
Prediction of Epiretinal Membrane from Retinal Fundus Images Using Deep Learning. CAEPIA (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)
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)
Afshin Shoeibi, Marjane Khodatars, Mahboobeh Jafari, Parisa Moridian, Mitra Rezaei, Roohallah Alizadehsani, Fahime Khozeimeh, Juan Manuel Górriz, Jónathan Heras, Maryam Panahiazar, Saeid Nahavandi, U. Rajendra Acharya
Applications of Deep Learning Techniques for Automated Multiple Sclerosis Detection Using Magnetic Resonance Imaging: A Review. CoRR (2021)
Jónathan Heras
Deep Learning Projects from a Regional Council: An Experience Report. Teaching ML (2021)
Afshin Shoeibi, Delaram Sadeghi, Parisa Moridian, Navid Ghassemi, Jónathan Heras, Roohallah Alizadehsani, Ali Khadem, Yinan Kong, Saeid Nahavandi, Juan Manuel Górriz
Automatic Diagnosis of Schizophrenia using EEG Signals and CNN-LSTM Models. CoRR (2021)
Eduardo Paluzo-Hidalgo, Rocío González-Díaz, Miguel A. Gutiérrez-Naranjo, Jónathan Heras
Optimizing the Simplicial-Map Neural Network Architecture. J. Imaging 7 (9) (2021)
Ángela Casado-García, Arantza del-Canto, Alvaro Sanz-Sáez, Usue Pérez-López, Amaia Bilbao-Kareaga, Felix B. Fritschi, Jon Miranda-Apodaca, Alberto Muñoz-Rueda, Anna Sillero-Martínez, Ander Yoldi-Achalandabaso, Maite Lacuesta, Jónathan Heras
LabelStoma: A tool for stomata detection based on the YOLO algorithm. Comput. Electron. Agric. 178 (2020)
Ángela Casado-García, Jónathan Heras
Ensemble Methods for Object Detection. ECAI (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)
Adrián Carballal, Carlos Fernandez-Lozano, Jónathan Heras, Juan Romero
Transfer learning features for predicting aesthetics through a novel hybrid machine learning method. Neural Comput. Appl. 32 (10) (2020)
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)
Ángela Casado-García, Jónathan Heras, Alvaro Sanz-Sáez
Google Colaboratory for Quantifying Stomata in Images. EUROCAST (2) (2019)
Adrián Inés, César Domínguez, Jónathan Heras, Eloy Mata, Vico Pascual
DeepCompareJ: Comparing Image Classification Models. EUROCAST (2) (2019)
Anna Maria Bigatti, Jónathan Heras, Eduardo Sáenz-de-Cabezón
Monomial Resolutions for Efficient Computation of Simplicial Homology. ISSAC (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)
Ángela Casado, Jónathan Heras
Guiding the Creation of Deep Learning-based Object Detectors. CoRR (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)
Ekaterina Komendantskaya, Jónathan Heras
Proof Mining with Dependent Types. CICM (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)
Ekaterina Komendantskaya, Jónathan Heras
Proof Mining with Dependent Types. CoRR (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)
César Domínguez, Jónathan Heras, Eloy Mata, Vico Pascual
WekaBioSimilarity - Extending Weka with Resemblance Measures. CAEPIA (2016)
Gadea Mata, Germán Cuesto, Jónathan Heras, Miguel Morales, Ana Romero, Julio Rubio
SynapCountJ: A Validated Tool for Analyzing Synaptic Densities in Neurons. BIOSTEC (Selected Papers) (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)
Gadea Mata, Jónathan Heras, Miguel Morales, Ana Romero, Julio Rubio
SynapCountJ: A Tool for Analyzing Synaptic Densities in Neurons. BIOIMAGING (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)
Gadea Mata, Jónathan Heras, Miguel Morales, Ana Romero, Julio Rubio
SynapCountJ - a Tool for Analyzing Synaptic Densities in Neurons. CoRR (2015)
Jónathan Heras, Francisco-Jesús Martín-Mateos, Vico Pascual
Modelling algebraic structures and morphisms in ACL2. Appl. Algebra Eng. Commun. Comput. 26 (3) (2015)
Jónathan Heras, Gadea Mata, Germán Cuesto, Julio Rubio, Miguel Morales
Neuron detection in stack images: a persistent homology interpretation. CoRR (2015)
Jónathan Heras, Ekaterina Komendantskaya
HoTT formalisation in Coq: Dependency Graphs \& ML4PG. CoRR (2014)
Jónathan Heras, Ekaterina Komendantskaya
Proof Pattern Search in Coq/SSReflect. CoRR (2014)
María Poza, César Domínguez, Jónathan Heras, Julio Rubio
A Certified Reduction Strategy for Homological Image Processing. ACM Trans. Comput. Log. 15 (3) (2014)
Jónathan Heras, Ekaterina Komendantskaya
ACL2(ml): Machine-Learning for ACL2. ACL2 (2014)
Jónathan Heras, Ekaterina Komendantskaya
Recycling Proof Patterns in Coq: Case Studies. Math. Comput. Sci. 8 (1) (2014)
Ekaterina Komendantskaya, Martin Schmidt, Jónathan Heras
Exploiting Parallelism in Coalgebraic Logic Programming. Electron. Notes Theor. Comput. Sci. 303 (2014)
Jónathan Heras, Ekaterina Komendantskaya, Martin Schmidt
Guarding (Co)Recursion in Coalgebraic Logic Programming. CoRR (2014)
Ana Romero, Jónathan Heras, Julio Rubio, Francis Sergeraert
Defining and computing persistent Z-homology in the general case. CoRR (2014)
Ana Romero, Jónathan Heras, Gadea Mata, Miguel Morales, Julio Rubio
Procesamiento topo-geométrico de imágenes neuronales. CoRR (2014)
Jesús Aransay-Azofra, Jose Divasón, Jónathan Heras, Laureano Lambán, María Vico Pascual, Ángel Luis Rubio, Julio Rubio
Obtaining an ACL2 Specification from an Isabelle/HOL Theory. AISC (2014)
Jónathan Heras, Gadea Mata, Ana Romero, Julio Rubio, Rubén Sáenz
Verifying a platform for digital imaging: a multi-tool strategy CoRR (2013)
Jónathan Heras, Ekaterina Komendantskaya
ML4PG in Computer Algebra Verification. MKM/Calculemus/DML (2013)
Jónathan Heras, Ekaterina Komendantskaya, Moa Johansson, Ewen Maclean
Proof-Pattern Recognition and Lemma Discovery in ACL2. LPAR (2013)
Jónathan Heras, Ekaterina Komendantskaya
Statistical Proof-Patterns in Coq/SSReflect CoRR (2013)
Jónathan Heras, Thierry Coquand, Anders Mörtberg, Vincent Siles
Computing persistent homology within Coq/SSReflect. ACM Trans. Comput. Log. 14 (4) (2013)
María Poza, César Domínguez, Jónathan Heras, Julio Rubio
A certified reduction strategy for homological image processing. CoRR (2013)
Jónathan Heras, Ekaterina Komendantskaya
ML4PG: proof-mining in Coq CoRR (2013)
Jónathan Heras, Ekaterina Komendantskaya
Statistical Proof Pattern Recognition: Automated or Interactive? CoRR (2013)
Jónathan Heras, Ekaterina Komendantskaya, Moa Johansson, Ewen Maclean
Proof-Pattern Recognition in ACL2. CoRR (2013)
Ekaterina Komendantskaya, Martin Schmidt, Jónathan Heras
Exploiting Parallelism in Coalgebraic Logic Programming. CoRR (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

Jónathan Heras