Dario Garcia-Gasulla

According to our database, Dario Garcia-Gasulla authored at least 61 papers between 2010 and 2024.

Collaborative distances:

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

2024

Present and Future Generalization of Synthetic Image Detectors.

Pablo Bernabeu-Perez, Enrique Lopez-Cuena, Dario Garcia-Gasulla

CoRR, 2024

TextFocus: Assessing the Faithfulness of Feature Attribution Methods Explanations in Natural Language Processing.

Ettore Mariotti, Anna Arias-Duart, Michele Cafagna, Albert Gatt, Dario Garcia-Gasulla, Jose Maria Alonso-Moral

IEEE Access, 2024

2023

Padding Aware Neurons.

Dario Garcia-Gasulla, Victor Gimenez-Abalos, Pablo A. Martin-Torres

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

A Confusion Matrix for Evaluating Feature Attribution Methods.

Anna Arias-Duart, Ettore Mariotti, Dario Garcia-Gasulla, Jose Maria Alonso-Moral

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Exploring the Role of Explainability in AI-Assisted Embryo Selection.

Lucia Urcelay, Daniel Hinjos, Pablo A. Martin-Torres, Marta González, Marta Méndez, Salva Cívico, Sergio Álvarez-Napagao, Dario Garcia-Gasulla

Proceedings of the Artificial Intelligence Research and Development, 2023

2022

Large scale prediction of sick leave duration with nonlinear survival analysis algorithms.

Javier Béjar, Raquel Pérez, Armand Vilalta, Sergio Álvarez-Napagao, Dario Garcia-Gasulla

Expert Syst. Appl., 2022

When & How to Transfer with Transfer Learning.

Adrián Tormos, Dario Garcia-Gasulla, Victor Gimenez-Abalos, Sergio Álvarez-Napagao

CoRR, 2022

Healthy Twitter discussions? Time will tell.

Dmitry Gnatyshak, Dario Garcia-Gasulla, Sergio Álvarez-Napagao, Jamie Arjona, Tommaso Venturini

CoRR, 2022

The MAMe dataset: on the relevance of high resolution and variable shape image properties.

Ferran Parés, Anna Arias-Duart, Dario Garcia-Gasulla, Gema Campo-Francés, Nina Viladrich, Eduard Ayguadé, Jesús Labarta

Appl. Intell., 2022

The ethical use of high-performance computing and artificial intelligence: fighting COVID-19 at Barcelona Supercomputing Center.

Ulises Cortés, Atia Cortés, Dario Garcia-Gasulla, Raquel Pérez-Arnal, Sergio Álvarez-Napagao, Enric Àlvarez

AI Ethics, 2022

Focus! Rating XAI Methods and Finding Biases.

Anna Arias-Duart, Ferran Parés, Dario Garcia-Gasulla, Victor Gimenez-Abalos

Proceedings of the IEEE International Conference on Fuzzy Systems, 2022

Focus and Bias: Will It Blend?

Anna Arias-Duart, Ferran Parés, Víctor Giménez-Ábalos, Dario Garcia-Gasulla

Proceedings of the Artificial Intelligence Research and Development, 2022

2021

To Be fAIr or Not to Be: Using AI for the Good of Citizens.

Ulises Cortés, Atia Cortés, Cristian Barrué, Abraham Sánchez, Eduardo Ulises Moya-Sánchez, Dario Garcia-Gasulla

IEEE Technol. Soc. Mag., 2021

Size & Shape Matters: The Need of HPC Benchmarks of High Resolution Image Training for Deep Learning.

Ferran Parés Pont, Pedro Megias, Dario Garcia-Gasulla, Marta Garcia-Gasulla, Eduard Ayguadé, Jesús Labarta

Supercomput. Front. Innov., 2021

Comparative Analysis of Geolocation Information through Mobile-Devices under Different COVID-19 Mobility Restriction Patterns in Spain.

Raquel Pérez-Arnal, David V. Conesa, Sergio Álvarez-Napagao, Toyotaro Suzumura, Martí Català, Enrique Alvarez-Lacalle, Dario Garcia-Gasulla

ISPRS Int. J. Geo Inf., 2021

Who Explains the Explanation? Quantitatively Assessing Feature Attribution Methods.

Anna Arias-Duart, Ferran Parés, Dario Garcia-Gasulla

CoRR, 2021

Collection, Processing and Analysis of Heterogeneous Data Coming from Spanish Hospitals in the Context of COVID-19.

Marta Barroso, Adrián Tormos, Raquel Pérez-Arnal, Sergio Álvarez-Napagao, Dario Garcia-Gasulla

Proceedings of the Artificial Intelligence Research and Development, 2021

2020

Signs for Ethical AI: A Route Towards Transparency.

Dario Garcia-Gasulla, Atia Cortés, Sergio Álvarez-Napagao, Ulises Cortés

CoRR, 2020

A Closer Look at Art Mediums: The MAMe Image Classification Dataset.

Ferran Parés, Anna Arias-Duart, Dario Garcia-Gasulla, Gema Campo-Francés, Nina Viladrich, Eduard Ayguadé, Jesús Labarta

CoRR, 2020

Recommendations for machine learning validation in biology.

Ian Walsh, Dmytro Fishman, Dario Garcia-Gasulla, Tiina Titma, Jen Harrow, Fotis E. Psomopoulos, Silvio C. E. Tosatto

CoRR, 2020

Global Data Science Project for COVID-19 Summary Report.

Dario Garcia-Gasulla, Sergio Álvarez-Napagao, Irene Li, Hiroshi Maruyama, Hiroki Kanezashi, Raquel Pérez-Arnal, Kunihiko Miyoshi, Euma Ishii, Keita Suzuki, Sayaka Shiba, Mariko Kurokawa, Yuta Kanzawa, Naomi Nakagawa, Masatoshi Hanai, Yixin Li, Tianxiao Li

CoRR, 2020

Obstruction level detection of sewer videos using convolutional neural networks.

Mario A. Gutierrez-Mondragon, Dario Garcia-Gasulla, Sergio Álvarez-Napagao, Jaume Brossa-Ordoñez, Rafael Gimenez-Esteban

CoRR, 2020

GOPHER, an HPC Framework for Large Scale Graph Exploration and Inference.

Marc Josep-Fabregó, Xavier Teruel, Victor Gimenez-Abalos, Davide Cirillo, Dario Garcia-Gasulla, Sergio Álvarez-Napagao, Marta Garcia-Gasulla, Eduard Ayguadé, Alfonso Valencia

Proceedings of the High Performance Computing, 2020

What Are We Depressed About When We Talk About COVID-19: Mental Health Analysis on Tweets Using Natural Language Processing.

Irene Li, Yixin Li, Tianxiao Li, Sergio Álvarez-Napagao, Dario Garcia-Gasulla, Toyotaro Suzumura

Proceedings of the Artificial Intelligence XXXVII, 2020

The Impact of COVID-19 on Flight Networks.

Toyotaro Suzumura, Hiroki Kanezashi, Mishal Dholakia, Euma Ishii, Sergio Álvarez-Napagao, Raquel Pérez-Arnal, Dario Garcia-Gasulla

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019

Studying the impact of the Full-Network embedding on multimodal pipelines.

Armand Vilalta, Dario Garcia-Gasulla, Ferran Parés, Eduard Ayguadé, Jesús Labarta, Eduardo Ulises Moya-Sánchez, Ulises Cortés

Semantic Web, 2019

Random Forest as a Tumour Genetic Marker Extractor.

Raquel Pérez-Arnal, Dario Garcia-Gasulla, David Torrents, Ferran Parés, Ulises Cortés, Jesús Labarta, Eduard Ayguadé

Proceedings of the Artificial Intelligence Research and Development, 2019

Towards a Goal-Oriented Agent-Based Simulation Framework for High-Performance Computing.

Dmitry Gnatyshak, Luis Oliva Felipe, Sergio Álvarez-Napagao, Julian A. Padget, Javier Vázquez-Salceda, Dario Garcia-Gasulla, Ulises Cortés

Proceedings of the Artificial Intelligence Research and Development, 2019

Feature Discriminativity Estimation in CNNs for Transfer Learning.

Victor Gimenez-Abalos, Armand Vilalta, Dario Garcia-Gasulla, Jesús Labarta, Eduard Ayguadé

Proceedings of the Artificial Intelligence Research and Development, 2019

Analyzing Distances in Word Embeddings and Their Relation with Seme Analysis.

Manuel Gijón Agudo, Armand Vilalta Arias, Dario Garcia-Gasulla

Proceedings of the Artificial Intelligence Research and Development, 2019

2018

On the Behavior of Convolutional Nets for Feature Extraction.

Dario Garcia-Gasulla, Ferran Parés, Armand Vilalta, Jonathan Moreno, Eduard Ayguadé, Jesús Labarta, Ulises Cortés, Toyotaro Suzumura

J. Artif. Intell. Res., 2018

An Out-of-the-box Full-Network Embedding for Convolutional Neural Networks.

Dario Garcia-Gasulla, Armand Vilalta, Ferran Parés, Eduard Ayguadé, Jesús Labarta, Ulises Cortés, Toyotaro Suzumura

Proceedings of the 2018 IEEE International Conference on Big Knowledge, 2018

Adaptive Pattern Matching with Reinforcement Learning for Dynamic Graphs.

Hiroki Kanezashi, Toyotaro Suzumura, Dario Garcia-Gasulla, Min-hwan Oh, Satoshi Matsuoka

Proceedings of the 25th IEEE International Conference on High Performance Computing, 2018

A Visual Distance for WordNet.

Raquel Pérez-Arnal, Armand Vilalta, Dario Garcia-Gasulla, Ulises Cortés, Eduard Ayguadé, Jesús Labarta

Proceedings of the Artificial Intelligence Research and Development, 2018

2017

Full-Network Embedding in a Multimodal Embedding Pipeline.

Armand Vilalta, Dario Garcia-Gasulla, Ferran Parés, Eduard Ayguadé, Jesús Labarta, Ulises Cortés, Toyotaro Suzumura

CoRR, 2017

Fluid Communities: A Community Detection Algorithm.

Ferran Parés, Dario Garcia-Gasulla, Armand Vilalta, Jonathan Moreno, Eduard Ayguadé, Jesús Labarta, Ulises Cortés, Toyotaro Suzumura

CoRR, 2017

An Out-of-the-box Full-network Embedding for Convolutional Neural Networks.

Dario Garcia-Gasulla, Armand Vilalta, Ferran Parés, Jonathan Moreno, Eduard Ayguadé, Jesús Labarta, Ulises Cortés, Toyotaro Suzumura

CoRR, 2017

A visual embedding for the unsupervised extraction of abstract semantics.

Dario Garcia-Gasulla, Eduard Ayguadé, Jesús Labarta, Javier Béjar, Ulises Cortés, Toyotaro Suzumura, R. Chen

Cogn. Syst. Res., 2017

Full-Network Embedding in a Multimodal Embedding Pipeline.

Armand Vilalta, Dario Garcia-Gasulla, Ferran Parés, Jonathan Moreno, Eduard Ayguadé, Jesús Labarta, Ulises Cortés, Toyotaro Suzumura

Proceedings of the 2nd Workshop on Semantic Deep Learning, 2017

Building Graph Representations of Deep Vector Embeddings.

Dario Garcia-Gasulla, Armand Vilalta, Ferran Parés, Jonathan Moreno, Eduard Ayguadé, Jesús Labarta, Ulises Cortés, Toyotaro Suzumura

Proceedings of the 2nd Workshop on Semantic Deep Learning, 2017

Fluid Communities: A Competitive, Scalable and Diverse Community Detection Algorithm.

Ferran Parés, Dario Garcia-Gasulla, Armand Vilalta, Jonathan Moreno, Eduard Ayguadé, Jesús Labarta, Ulises Cortés, Toyotaro Suzumura

Proceedings of the Complex Networks & Their Applications VI, 2017

2016

Situated Agents and Humans in Social Interaction for Elderly Healthcare: From Coaalas to AVICENA.

Ignasi Gómez-Sebastià, Jonathan Moreno, Sergio Álvarez-Napagao, Dario Garcia-Gasulla, Cristian Barrué, Ulises Cortés

J. Medical Syst., 2016

Discovery of spatio-temporal patterns from location-based social networks.

Javier Béjar, Sergio Álvarez-Napagao, Dario Garcia-Gasulla, Ignasi Gómez-Sebastià, Luis Oliva, Arturo Tejeda-Gómez, Javier Vázquez-Salceda

J. Exp. Theor. Artif. Intell., 2016

Hierarchical Hyperlink Prediction for the WWW.

Dario Garcia-Gasulla, Eduard Ayguadé, Jesús Labarta, Ulises Cortés, Toyotaro Suzumura

CoRR, 2016

Limitations and Alternatives for the Evaluation of Large-scale Link Prediction.

Dario Garcia-Gasulla, Eduard Ayguadé, Jesús Labarta, Ulises Cortés

CoRR, 2016

On the Representativeness of Convolutional Neural Networks Layers.

Dario Garcia-Gasulla, Jonathan Moreno, Raúl Ramos-Pollán, Romel Casadiegos Barrios, Javier Béjar, Ulises Cortés, Eduard Ayguadé, Jesús Labarta, Toyotaro Suzumura

Proceedings of the Artificial Intelligence Research and Development, 2016

2015

Link prediction in large directed graphs.

Dario Garcia-Gasulla

PhD thesis, 2015

Extracting Visual Patterns from Deep Learning Representations.

Dario Garcia-Gasulla, Javier Béjar, Ulises Cortés, Eduard Ayguadé, Jesús Labarta

CoRR, 2015

Evaluating Link Prediction on Large Graphs.

Dario Garcia-Gasulla, Ulises Cortés, Eduard Ayguadé, Jesús Labarta

Proceedings of the Artificial Intelligence Research and Development, 2015

2014

A Push-Based Agent Communication Model Empowering Assistive Technologies.

Hannu Järvinen, Dario Garcia-Gasulla, Ulises Cortés

Int. J. Artif. Intell. Tools, 2014

Link Prediction in Very Large Directed Graphs: Exploiting Hierarchical Properties in Parallel.

Dario Garcia-Gasulla, Ulises Cortés

Proceedings of the 3rd Workshop on Knowledge Discovery and Data Mining Meets Linked Open Data co-located with 11th Extended Semantic Web Conference (ESWC 2014), 2014

A Functional Approach for Disruptive Event Discovery and Policy Monitoring in Mobility Scenarios.

Ignasi Gómez-Sebastià, Luis Oliva, Sergio Álvarez-Napagao, Dario Garcia-Gasulla, Arturo Tejeda-Gómez, Javier Vázquez-Salceda

Proceedings of ELS 2014 - 7th European Lisp Symposium, Paris, France, May 5-6, 2014., 2014

Social network data analysis for event detection.

Dario Garcia-Gasulla, Sergio Álvarez-Napagao, Arturo Tejeda-Gómez, Luis Oliva Felipe, Ignasi Gómez-Sebastià, Javier Béjar, Javier Vázquez-Salceda

Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014

Urban Context Detection and Context-Aware Recommendation via Networks of Humans as Sensors.

Sergio Álvarez-Napagao, Arturo Tejeda-Gómez, Luis Oliva Felipe, Dario Garcia-Gasulla, Victor Codina, Ignasi Gómez-Sebastià, Javier Vázquez-Salceda

Proceedings of the Agent Technology for Intelligent Mobile Services and Smart Societies, 2014

2013

Applying COAALAS to SPiDer.

Jonathan Moreno, Ulises Cortés, Dario Garcia-Gasulla, Ignasi Gómez-Sebastià, Sergio Álvarez-Napagao

Proceedings of the Artificial Intelligence Research and Development, 2013

Hierarchical Inference Applied to Cyc.

Dario Garcia-Gasulla, Ulises Cortés

Proceedings of the Artificial Intelligence Research and Development, 2013

2012

An Operational Approach for Implementing Normative Agents in Urban Wastewater Systems.

Juan Carlos Nieves, Dario Garcia-Gasulla, Montse Aulinas, Ulises Cortés

Computación y Sistemas, 2012

2011

A Society of Situated Agents for Adaptable Eldercare.

Ignasi Gómez-Sebastià, Dario Garcia-Gasulla, Sergio Álvarez-Napagao

ERCIM News, 2011

2010

Using Situation Calculus for Normative Agents in Urban Wastewater Systems.

Juan Carlos Nieves, Dario Garcia-Gasulla, Montse Aulinas, Ulises Cortés

Proceedings of the Advances in Practical Applications of Agents and Multiagent Systems, 2010

ALIVE Meets SHARE-it: An Agent-Oriented Solution to Model Organisational and Normative Requirements in Assistive Technologies.

Ignasi Gómez-Sebastià, Dario Garcia-Gasulla, Cristian Barrué, Javier Vázquez-Salceda, Ulises Cortés

Proceedings of the Electronic Healthcare - Third International Conference, 2010

A Flexible Agent-Oriented Solution to Model Organisational and Normative Requirements in Assistive Technologies.

Ignasi Gómez-Sebastià, Dario Garcia-Gasulla, Cristian Barrué, Javier Vázquez-Salceda, Ulises Cortés

Proceedings of the Artificial Intelligence Research and Development, 2010