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 (CCIA, 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 (eHealth, 2010)

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

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

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)

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

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

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 (ARE/AVSA@AAMAS, 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 (ECAI, 2014)

A Functional Approach for Disruptive Event Discovery and Policy Monitoring in Mobility Scenarios. - Ignasi Gómez-Sebastià; Luis Oliva 001; Sergio Álvarez-Napagao; Dario Garcia-Gasulla; Arturo Tejeda-Gómez; Javier Vázquez-Salceda (ELS, 2014)

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

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

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

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

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

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 (CCIA, 2016)

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

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

Discovery of spatio-temporal patterns from location-based social networks. - Javier Béjar; Sergio Álvarez-Napagao; Dario Garcia-Gasulla; Ignasi Gómez-Sebastià; Luis Oliva 001; Arturo Tejeda-Gómez; Javier Vázquez-Salceda (J. Exp. Theor. Artif. Intell., 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)

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 (COMPLEX NETWORKS, 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 (SemDeep@IWCS, 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 (SemDeep@IWCS, 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)

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)

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)

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)

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

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

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

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

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 (IEEE BigData, 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 (SGAI Conf., 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 (ISC Workshops, 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)

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; et al. (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)

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)

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

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 (CCIA, 2021)

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

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)

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)

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

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

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)

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

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

Large scale prediction of sick leave duration with nonlinear survival analysis algorithms. - Javier Béjar; Raquel Pérez 001; Armand Vilalta; Sergio Álvarez-Napagao; Dario Garcia-Gasulla (Expert Syst. Appl., 2022)

Exploring the Role of Explainability in AI-Assisted Embryo Selection. - Lucia Urcelay; Daniel Hinjos; Pablo Agustin Martin-Torres; Marta González 001; Marta Méndez; Salva Cívico; Sergio Álvarez-Napagao; Dario Garcia-Gasulla (CCIA, 2023)

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

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

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)

Aloe: A Family of Fine-tuned Open Healthcare LLMs. - Ashwin Kumar Gururajan; Enrique Lopez-Cuena; Jordi Bayarri-Planas; Adrián Tormos; Daniel Hinjos; Pablo Bernabeu-Perez; Anna Arias-Duart; Pablo Agustin Martin-Torres; Lucia Urcelay-Ganzabal; Marta Gonzalez-Mallo 001; Sergio Álvarez-Napagao; Eduard Ayguadé Parra; et al. (CoRR, 2024)

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

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

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

Pareto-Optimized Open-Source LLMs for Healthcare via Context Retrieval. - Jordi Bayarri-Planas; Ashwin Kumar Gururajan; Dario Garcia-Gasulla (AIAI (4), 2025)

MAtCHelper: An Automated Tool for Guiding in the Acceleration and Compression of Neural Networks. - David Población-Criado; Eduardo Quiñones; Dario Garcia-Gasulla (AIAI (2), 2025)

Automatic Evaluation of Healthcare LLMs Beyond Question-Answering. - Anna Arias-Duart; Pablo Agustin Martin-Torres; Daniel Hinjos; Pablo Bernabeu-Perez; Lucia Urcelay-Ganzabal; Marta Gonzalez-Mallo 001; Ashwin Kumar Gururajan; Enrique Lopez-Cuena; Sergio Álvarez-Napagao; Dario Garcia-Gasulla (NAACL (Short Papers), 2025)

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

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

TuRTLe: A Unified Evaluation of LLMs for RTL Generation. - Dario Garcia-Gasulla; Gokcen Kestor; Emanuele Parisi; Miquel Albert'i-Binimelis; Cristian Gutierrez; Razine Moundir Ghorab; Orlando Montenegro; Bernat Homs; Miquel Moretó (CoRR, 2025)

The Aloe Family Recipe for Open and Specialized Healthcare LLMs. - Dario Garcia-Gasulla; Jordi Bayarri-Planas; Ashwin Kumar Gururajan; Enrique Lopez-Cuena; Adrián Tormos; Daniel Hinjos; Pablo Bernabeu-Perez; Anna Arias-Duart; Pablo Agustin Martin-Torres; Marta Gonzalez-Mallo 001; Sergio Álvarez-Napagao; Eduard Ayguadé Parra; et al. (CoRR, 2025)