Automatic Evaluation of Healthcare LLMs Beyond Question-Answering. - Arias-Duart, Anna; Martin-Torres, Pablo Agustin; Hinjos, Daniel; Bernabeu-Perez, Pablo; Urcelay-Ganzabal, Lucia; Gonzalez-Mallo, Marta; Gururajan, Ashwin Kumar; Lopez-Cuena, Enrique; Álvarez-Napagao, Sergio; Garcia-Gasulla, Dario (CoRR, 2025)

Efficient Safety Retrofitting Against Jailbreaking for LLMs. - Garcia-Gasulla, Dario; Tormos, Adrián; Arias-Duart, Anna; Hinjos, Daniel; Molina-Sedano, Oscar; Gururajan, Ashwin Kumar; Cardello, Maria Eugenia (CoRR, 2025)

TextFocus: Assessing the Faithfulness of Feature Attribution Methods Explanations in Natural Language Processing. - Mariotti, Ettore; Arias-Duart, Anna; Cafagna, Michele; Gatt, Albert; Garcia-Gasulla, Dario; Alonso-Moral, Jose Maria (IEEE Access, 2024)

Aloe: A Family of Fine-tuned Open Healthcare LLMs. - Gururajan, Ashwin Kumar; Lopez-Cuena, Enrique; Bayarri-Planas, Jordi; Tormos, Adrián; Hinjos, Daniel; Bernabeu-Perez, Pablo; Arias-Duart, Anna; Martin-Torres, Pablo Agustin; Urcelay-Ganzabal, Lucia; Gonzalez-Mallo, Marta; Álvarez-Napagao, Sergio; Parra, Eduard Ayguadé; et al. (CoRR, 2024)

Present and Future Generalization of Synthetic Image Detectors. - Bernabeu-Perez, Pablo; Lopez-Cuena, Enrique; Garcia-Gasulla, Dario (CoRR, 2024)

Boosting Healthcare LLMs Through Retrieved Context. - Bayarri-Planas, Jordi; Gururajan, Ashwin Kumar; Garcia-Gasulla, Dario (CoRR, 2024)

Data Augmentation with Diffusion Models for Colon Polyp Localization on the Low Data Regime: How much real data is enough? - Tormos, Adrián; Llauradó, Blanca; Núñez, José Fernando; Romero, Axel; Garcia-Gasulla, Dario; Béjar, Javier (CoRR, 2024)

Exploring the Role of Explainability in AI-Assisted Embryo Selection. - Urcelay, Lucia; Hinjos, Daniel; Martin-Torres, Pablo Agustin; González, Marta; Méndez, Marta; Cívico, Salva; Álvarez-Napagao, Sergio; Garcia-Gasulla, Dario (2023)

A Confusion Matrix for Evaluating Feature Attribution Methods. - Arias-Duart, Anna; Mariotti, Ettore; Garcia-Gasulla, Dario; Alonso-Moral, Jose Maria (2023)

Padding Aware Neurons. - Garcia-Gasulla, Dario; Gimenez-Abalos, Victor; Martin-Torres, Pablo Agustin (2023)

A Confusion Matrix for Evaluating Feature Attribution Methods. - Arias-Duart, Anna; Mariotti, Ettore; Garcia-Gasulla, Dario; Alonso-Moral, Jose Maria (2023)

Exploring the Role of Explainability in AI-Assisted Embryo Selection. - Urcelay, Lucia; Hinjos, Daniel; Martin-Torres, Pablo Agustin; González, Marta; Méndez, Marta; Cívico, Salva; Álvarez-Napagao, Sergio; Garcia-Gasulla, Dario (CoRR, 2023)

Padding Aware Neurons. - Garcia-Gasulla, Dario; Gimenez-Abalos, Victor; Martin-Torres, Pablo Agustin (CoRR, 2023)

The ethical use of high-performance computing and artificial intelligence: fighting COVID-19 at Barcelona Supercomputing Center. - Cortés, Ulises; Cortés, Atia; Garcia-Gasulla, Dario; Pérez-Arnal, Raquel; Álvarez-Napagao, Sergio; Àlvarez, Enric (AI Ethics, 2022)

The MAMe dataset: on the relevance of high resolution and variable shape image properties. - Parés, Ferran; Arias-Duart, Anna; Garcia-Gasulla, Dario; Campo-Francés, Gema; Viladrich, Nina; Ayguadé, Eduard; Labarta, Jesús (Appl. Intell., 2022)

Large scale prediction of sick leave duration with nonlinear survival analysis algorithms. - Béjar, Javier; Pérez, Raquel; Vilalta, Armand; Álvarez-Napagao, Sergio; Garcia-Gasulla, Dario (Expert Syst. Appl., 2022)

Focus and Bias: Will It Blend? - Arias-Duart, Anna; Parés, Ferran; Giménez-Ábalos, Víctor; Garcia-Gasulla, Dario (2022)

Focus! Rating XAI Methods and Finding Biases. - Arias-Duart, Anna; Parés, Ferran; Garcia-Gasulla, Dario; Gimenez-Abalos, Victor (2022)

Healthy Twitter discussions? Time will tell. - Gnatyshak, Dmitry; Garcia-Gasulla, Dario; Álvarez-Napagao, Sergio; Arjona, Jamie; Venturini, Tommaso (CoRR, 2022)

When & How to Transfer with Transfer Learning. - Tormos, Adrián; Garcia-Gasulla, Dario; Gimenez-Abalos, Victor; Álvarez-Napagao, Sergio (CoRR, 2022)

Comparative Analysis of Geolocation Information through Mobile-Devices under Different COVID-19 Mobility Restriction Patterns in Spain. - Pérez-Arnal, Raquel; Conesa, David V.; Álvarez-Napagao, Sergio; Suzumura, Toyotaro; Català, Martí; Alvarez-Lacalle, Enrique; Garcia-Gasulla, Dario (ISPRS Int. J. Geo Inf., 2021)

Size & Shape Matters: The Need of HPC Benchmarks of High Resolution Image Training for Deep Learning. - Pont, Ferran Parés; Megias, Pedro; Garcia-Gasulla, Dario; Garcia-Gasulla, Marta; Ayguadé, Eduard; Labarta, Jesús (Supercomput. Front. Innov., 2021)

To Be fAIr or Not to Be: Using AI for the Good of Citizens. - Cortés, Ulises; Cortés, Atia; Barrué, Cristian; Sánchez, Abraham; Moya-Sánchez, Eduardo Ulises; Garcia-Gasulla, Dario (IEEE Technol. Soc. Mag., 2021)

Collection, Processing and Analysis of Heterogeneous Data Coming from Spanish Hospitals in the Context of COVID-19. - Barroso, Marta; Tormos, Adrián; Pérez-Arnal, Raquel; Álvarez-Napagao, Sergio; Garcia-Gasulla, Dario (2021)

Who Explains the Explanation? Quantitatively Assessing Feature Attribution Methods. - Arias-Duart, Anna; Parés, Ferran; Garcia-Gasulla, Dario (CoRR, 2021)

The Impact of COVID-19 on Flight Networks. - Suzumura, Toyotaro; Kanezashi, Hiroki; Dholakia, Mishal; Ishii, Euma; Álvarez-Napagao, Sergio; Pérez-Arnal, Raquel; Garcia-Gasulla, Dario (2020)

What Are We Depressed About When We Talk About COVID-19: Mental Health Analysis on Tweets Using Natural Language Processing. - Li, Irene; Li, Yixin; Li, Tianxiao; Álvarez-Napagao, Sergio; Garcia-Gasulla, Dario; Suzumura, Toyotaro (2020)

GOPHER, an HPC Framework for Large Scale Graph Exploration and Inference. - Josep-Fabregó, Marc; Teruel, Xavier; Gimenez-Abalos, Victor; Cirillo, Davide; Garcia-Gasulla, Dario; Álvarez-Napagao, Sergio; Garcia-Gasulla, Marta; Ayguadé, Eduard; Valencia, Alfonso (2020)

Obstruction level detection of sewer videos using convolutional neural networks. - Gutierrez-Mondragon, Mario A.; Garcia-Gasulla, Dario; Álvarez-Napagao, Sergio; Brossa-Ordoñez, Jaume; Gimenez-Esteban, Rafael (CoRR, 2020)

The Impact of COVID-19 on Flight Networks. - Suzumura, Toyotaro; Kanezashi, Hiroki; Dholakia, Mishal; Ishii, Euma; Álvarez-Napagao, Sergio; Pérez-Arnal, Raquel; Garcia-Gasulla, Dario (CoRR, 2020)

Global Data Science Project for COVID-19 Summary Report. - Garcia-Gasulla, Dario; Álvarez-Napagao, Sergio; Li, Irene; Maruyama, Hiroshi; Kanezashi, Hiroki; Pérez-Arnal, Raquel; Miyoshi, Kunihiko; Ishii, Euma; Suzuki, Keita; Shiba, Sayaka; Kurokawa, Mariko; Kanzawa, Yuta; et al. (CoRR, 2020)

Recommendations for machine learning validation in biology. - Walsh, Ian; Fishman, Dmytro; Garcia-Gasulla, Dario; Titma, Tiina; Harrow, Jen; Psomopoulos, Fotis E.; Tosatto, Silvio C. E. (CoRR, 2020)

A Closer Look at Art Mediums: The MAMe Image Classification Dataset. - Parés, Ferran; Arias-Duart, Anna; Garcia-Gasulla, Dario; Campo-Francés, Gema; Viladrich, Nina; Ayguadé, Eduard; Labarta, Jesús (CoRR, 2020)

Signs for Ethical AI: A Route Towards Transparency. - Garcia-Gasulla, Dario; Cortés, Atia; Álvarez-Napagao, Sergio; Cortés, Ulises (CoRR, 2020)

Studying the impact of the Full-Network embedding on multimodal pipelines. - Vilalta, Armand; Garcia-Gasulla, Dario; Parés, Ferran; Ayguadé, Eduard; Labarta, Jesús; Moya-Sánchez, Eduardo Ulises; Cortés, Ulises (Semantic Web, 2019)

Random Forest as a Tumour Genetic Marker Extractor. - Pérez-Arnal, Raquel; Garcia-Gasulla, Dario; Torrents, David; Parés, Ferran; Cortés, Ulises; Labarta, Jesús; Ayguadé, Eduard (2019)

Feature Discriminativity Estimation in CNNs for Transfer Learning. - Gimenez-Abalos, Victor; Vilalta, Armand; Garcia-Gasulla, Dario; Labarta, Jesús; Ayguadé, Eduard (2019)

Towards a Goal-Oriented Agent-Based Simulation Framework for High-Performance Computing. - Gnatyshak, Dmitry; Felipe, Luis Oliva; Álvarez-Napagao, Sergio; Padget, Julian A.; Vázquez-Salceda, Javier; Garcia-Gasulla, Dario; Cortés, Ulises (2019)

Analyzing Distances in Word Embeddings and Their Relation with Seme Analysis. - Agudo, Manuel Gijón; Arias, Armand Vilalta; Garcia-Gasulla, Dario (2019)

Feature discriminativity estimation in CNNs for transfer learning. - Gimenez-Abalos, Victor; Vilalta, Armand; Garcia-Gasulla, Dario; Labarta, Jesús; Ayguadé, Eduard (CoRR, 2019)

Towards a Goal-oriented Agent-based Simulation framework for High-Performance Computing. - Gnatyshak, Dmitry; Felipe, Luis Oliva; Álvarez-Napagao, Sergio; Padget, Julian A.; Vázquez-Salceda, Javier; Garcia-Gasulla, Dario; Cortés, Ulises (CoRR, 2019)

Random Forest as a Tumour Genetic Marker Extractor. - Pérez-Arnal, Raquel; Garcia-Gasulla, Dario; Torrents, David; Parés, Ferran; Cortés, Ulises; Labarta, Jesús; Ayguadé, Eduard (CoRR, 2019)

On the Behavior of Convolutional Nets for Feature Extraction. - Garcia-Gasulla, Dario; Parés, Ferran; Vilalta, Armand; Moreno, Jonathan; Ayguadé, Eduard; Labarta, Jesús; Cortés, Ulises; Suzumura, Toyotaro (J. Artif. Intell. Res., 2018)

A Visual Distance for WordNet. - Pérez-Arnal, Raquel; Vilalta, Armand; Garcia-Gasulla, Dario; Cortés, Ulises; Ayguadé, Eduard; Labarta, Jesús (2018)

Adaptive Pattern Matching with Reinforcement Learning for Dynamic Graphs. - Kanezashi, Hiroki; Suzumura, Toyotaro; Garcia-Gasulla, Dario; Oh, Min-hwan; Matsuoka, Satoshi (2018)

An Out-of-the-box Full-Network Embedding for Convolutional Neural Networks. - Garcia-Gasulla, Dario; Vilalta, Armand; Parés, Ferran; Ayguadé, Eduard; Labarta, Jesús; Cortés, Ulises; Suzumura, Toyotaro (2018)

A Visual Distance for WordNet. - Pérez-Arnal, Raquel; Vilalta, Armand; Garcia-Gasulla, Dario; Cortés, Ulises; Ayguadé, Eduard; Labarta, Jesús (CoRR, 2018)

Adaptive Pattern Matching with Reinforcement Learning for Dynamic Graphs. - Kanezashi, Hiroki; Suzumura, Toyotaro; Garcia-Gasulla, Dario; Oh, Min-hwan; Matsuoka, Satoshi (CoRR, 2018)

A visual embedding for the unsupervised extraction of abstract semantics. - Garcia-Gasulla, Dario; Ayguadé, Eduard; Labarta, Jesús; Béjar, Javier; Cortés, Ulises; Suzumura, Toyotaro; Chen, R. (Cogn. Syst. Res., 2017)

Fluid Communities: A Competitive, Scalable and Diverse Community Detection Algorithm. - Parés, Ferran; Garcia-Gasulla, Dario; Vilalta, Armand; Moreno, Jonathan; Ayguadé, Eduard; Labarta, Jesús; Cortés, Ulises; Suzumura, Toyotaro (2017)

Building Graph Representations of Deep Vector Embeddings. - Garcia-Gasulla, Dario; Vilalta, Armand; Parés, Ferran; Moreno, Jonathan; Ayguadé, Eduard; Labarta, Jesús; Cortés, Ulises; Suzumura, Toyotaro (2017)

Full-Network Embedding in a Multimodal Embedding Pipeline. - Vilalta, Armand; Garcia-Gasulla, Dario; Parés, Ferran; Moreno, Jonathan; Ayguadé, Eduard; Labarta, Jesús; Cortés, Ulises; Suzumura, Toyotaro (2017)

On the Behavior of Convolutional Nets for Feature Extraction. - Garcia-Gasulla, Dario; Parés, Ferran; Vilalta, Armand; Moreno, Jonathan; Ayguadé, Eduard; Labarta, Jesús; Cortés, Ulises; Suzumura, Toyotaro (CoRR, 2017)

Fluid Communities: A Community Detection Algorithm. - Parés, Ferran; Garcia-Gasulla, Dario; Vilalta, Armand; Moreno, Jonathan; Ayguadé, Eduard; Labarta, Jesús; Cortés, Ulises; Suzumura, Toyotaro (CoRR, 2017)

An Out-of-the-box Full-network Embedding for Convolutional Neural Networks. - Garcia-Gasulla, Dario; Vilalta, Armand; Parés, Ferran; Moreno, Jonathan; Ayguadé, Eduard; Labarta, Jesús; Cortés, Ulises; Suzumura, Toyotaro (CoRR, 2017)

Building Graph Representations of Deep Vector Embeddings. - Garcia-Gasulla, Dario; Vilalta, Armand; Parés, Ferran; Moreno, Jonathan; Ayguadé, Eduard; Labarta, Jesús; Cortés, Ulises; Suzumura, Toyotaro (CoRR, 2017)

Full-Network Embedding in a Multimodal Embedding Pipeline. - Vilalta, Armand; Garcia-Gasulla, Dario; Parés, Ferran; Ayguadé, Eduard; Labarta, Jesús; Cortés, Ulises; Suzumura, Toyotaro (CoRR, 2017)

Discovery of spatio-temporal patterns from location-based social networks. - Béjar, Javier; Álvarez-Napagao, Sergio; Garcia-Gasulla, Dario; Gómez-Sebastià, Ignasi; Oliva, Luis; Tejeda-Gómez, Arturo; Vázquez-Salceda, Javier (J. Exp. Theor. Artif. Intell., 2016)

Situated Agents and Humans in Social Interaction for Elderly Healthcare: From Coaalas to AVICENA. - Gómez-Sebastià, Ignasi; Moreno, Jonathan; Álvarez-Napagao, Sergio; Garcia-Gasulla, Dario; Barrué, Cristian; Cortés, Ulises (J. Medical Syst., 2016)

On the Representativeness of Convolutional Neural Networks Layers. - Garcia-Gasulla, Dario; Moreno, Jonathan; Ramos-Pollán, Raúl; Barrios, Romel Casadiegos; Béjar, Javier; Cortés, Ulises; Ayguadé, Eduard; Labarta, Jesús; Suzumura, Toyotaro (2016)

Proceedings of the ACM Workshop on High Performance Graph Processing, HPGP@HPDC 2016, Kyoto, Japan, May 31, 2016 (ACM, 2016)

Limitations and Alternatives for the Evaluation of Large-scale Link Prediction. - Garcia-Gasulla, Dario; Ayguadé, Eduard; Labarta, Jesús; Cortés, Ulises (CoRR, 2016)

Hierarchical Hyperlink Prediction for the WWW. - Garcia-Gasulla, Dario; Ayguadé, Eduard; Labarta, Jesús; Cortés, Ulises; Suzumura, Toyotaro (CoRR, 2016)

Link prediction in large directed graphs. - Garcia-Gasulla, Dario (2015)

Evaluating Link Prediction on Large Graphs. - Garcia-Gasulla, Dario; Cortés, Ulises; Ayguadé, Eduard; Labarta, Jesús (2015)

Extracting Visual Patterns from Deep Learning Representations. - Garcia-Gasulla, Dario; Béjar, Javier; Cortés, Ulises; Ayguadé, Eduard; Labarta, Jesús (CoRR, 2015)

A Push-Based Agent Communication Model Empowering Assistive Technologies. - Järvinen, Hannu; Garcia-Gasulla, Dario; Cortés, Ulises (Int. J. Artif. Intell. Tools, 2014)

Urban Context Detection and Context-Aware Recommendation via Networks of Humans as Sensors. - Álvarez-Napagao, Sergio; Tejeda-Gómez, Arturo; Felipe, Luis Oliva; Garcia-Gasulla, Dario; Codina, Victor; Gómez-Sebastià, Ignasi; Vázquez-Salceda, Javier (2014)

Discovery of Spatio-Temporal Patterns from Location Based Social Networks. - Béjar, Javier; Álvarez-Napagao, Sergio; Garcia-Gasulla, Dario; Gómez-Sebastià, Ignasi; Oliva, Luis; Tejeda-Gómez, Arturo; Vázquez-Salceda, Javier (2014)

Social network data analysis for event detection. - Garcia-Gasulla, Dario; Álvarez-Napagao, Sergio; Tejeda-Gómez, Arturo; Felipe, Luis Oliva; Gómez-Sebastià, Ignasi; Béjar, Javier; Vázquez-Salceda, Javier (2014)

A Functional Approach for Disruptive Event Discovery and Policy Monitoring in Mobility Scenarios. - Gómez-Sebastià, Ignasi; Oliva, Luis; Álvarez-Napagao, Sergio; Garcia-Gasulla, Dario; Tejeda-Gómez, Arturo; Vázquez-Salceda, Javier (2014)

Link Prediction in Very Large Directed Graphs: Exploiting Hierarchical Properties in Parallel. - Garcia-Gasulla, Dario; Cortés, Ulises (2014)

Hierarchical Inference Applied to Cyc. - Garcia-Gasulla, Dario; Cortés, Ulises (2013)

Applying COAALAS to SPiDer. - Moreno, Jonathan; Cortés, Ulises; Garcia-Gasulla, Dario; Gómez-Sebastià, Ignasi; Álvarez-Napagao, Sergio (2013)

An Operational Approach for Implementing Normative Agents in Urban Wastewater Systems. - Nieves, Juan Carlos; Garcia-Gasulla, Dario; Aulinas, Montse; Cortés, Ulises (Computación y Sistemas, 2012)

A Society of Situated Agents for Adaptable Eldercare. - Gómez-Sebastià, Ignasi; Garcia-Gasulla, Dario; Álvarez-Napagao, Sergio (ERCIM News, 2011)

A Flexible Agent-Oriented Solution to Model Organisational and Normative Requirements in Assistive Technologies. - Gómez-Sebastià, Ignasi; Garcia-Gasulla, Dario; Barrué, Cristian; Vázquez-Salceda, Javier; Cortés, Ulises (2010)

ALIVE Meets SHARE-it: An Agent-Oriented Solution to Model Organisational and Normative Requirements in Assistive Technologies. - Gómez-Sebastià, Ignasi; Garcia-Gasulla, Dario; Barrué, Cristian; Vázquez-Salceda, Javier; Cortés, Ulises (2010)

Using Situation Calculus for Normative Agents in Urban Wastewater Systems. - Nieves, Juan Carlos; Garcia-Gasulla, Dario; Aulinas, Montse; Cortés, Ulises (2010)