Dario Garcia Gasulla

2021

• DOME: recommendations for supervised machine learning validation in biology

  Nature Methods

  I. Walsh, D. Fishman, D. Garcia-Gasulla, T. Titma, G. Pollastri, E. Capriotti, R. Casadio, S. Capella-Gutierrez, D. Cirillo, A. Del Conte, A. C. Dimopoulos, V. Dominguez Del Angel, J. Dopazo, P. Fariselli, J. Maria Fernández, F. Huber, A. Kreshuk, T. Lenaerts, P. Luigi Martelli, A. Navarro, P. Ó. Broin, J. Piñero, D. Piovesan, M. Reczko, F. Ronzano, V. Satagopam, C. Savojardo, V. Spiwok, M. Antonio Tangaro, G. Tartari, D. Salgado, A. Valencia, F. Zambelli, J. Harrow, F. E. Psomopoulos, and S. C. E. Tosatto

2020

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

  High Performance Computing. ISC High Performance 2020. Lecture Notes in Computer Science

  M. JosepFabregó, X. Teruel, V. Gimenez-Abalos, D. Cirillo, D. Garcia-Gasulla, S. Alvarez-Napagao, M. Garcia-Gasulla, E. Ayguadé, and A. Valencia

2019

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

  Frontiers in Artificial Intelligence and Applications

  D. Gnatyshak, L. Oliva-Felipe, S. Álvarez-Napagao, J. Padget, J. Vázquez-Salceda, D. Garcia-Gasulla, and U. Cortés
• Random Forest as a Tumour Genetic Marker Extractor

  Volume 319: Artificial Intelligence Research and Development

  R. Pérez-Arnal, D. Garcia-Gasulla, D. Torrents, F. Parés, U. Cortés, J. Labarta, and E. Ayguadé
• Feature Discriminativity Estimation in CNNs for Transfer Learning

  Volume 319: Artificial Intelligence Research and Development

  V. Gimenez-Abalos, A. Vilalta, D. Garcia-Gasulla, J. Labarta, and E. Ayguadé
• Analyzing Distances in Word Embeddings and Their Relation with Seme Analysis

  Volume 319: Artificial Intelligence Research and Development

  M. GijónAgudo, A. Vilalta, and D. Garcia-Gasulla
• Adaptive and Approximate Incremental Graph Pattern Matching with Reinforcement Learning

  25TH IEEE INTERNATIONAL CONFERENCE ON HIGH PERFORMANCE COMPUTING, DATA, AND ANALYTICS

  H. Kanezashi, T. Suzumura, D. Garcia-Gasulla, and S. Matsuoka

2018

• A Visual Distance for WordNet

  Volume 308: Artificial Intelligence Research and Development

  R. Pérez-Arnal, A. Vilalta, D. Garcia-Gasulla, U. Cortés, E. Ayguadé, and J. Labarta
• Data Augmentation for Deep Learning of Non-mydriatic Screening Retinal Fundus Images

  Communications in Computer and Information ScienceSupercomputing

  U. E. Moya-Sánchez, A. Sánchez, M. Zapata, J. Moreno, D.. Garcia-Gasulla, F. Parrés, E. Ayguadé, J. Labarta, and U. Cortés
• Data Augmentation for Deep Learning of Non-mydriatic Screening Retinal Fundus Images

  Communications in Computer and Information Science Supercomputing

  U. E. Moya-Sánchez, A. Sánchez, M. Zapata, J. Moreno, D.. Garcia-Gasulla, F. Parrés, E. Ayguadé, J. Labarta, and U. Cortés