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2019

A highly parameterizable framework for Conditional Restricted Boltzmann Machine based workloads accelerated with FPGAs and OpenCL

Future Generation Computer Systems

Z. Jakšić, N. Cadenelli, D. Buchaca Prats, J. Polo, J. Lluís Ber Garcia, and D. Carrera Perez
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
Patient Dossier: Healthcare queries over distributed resources

PLoS computational biology

M. Vázquez, and A. Valencia
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
Evolutionary and functional patterns of shared gene neighbourhood in fungi

Nature Microbiology

M. Marcet-Houben, and T. Gabaldón
Automatic de-identification of medical texts in spanish: the meddocan track, corpus, guidelines, methods and evaluation of results

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2019). vol. TBA, p. TBA. CEUR Workshop Proceedings

M. Marimon, A. Gonzalez-Agirre, A. Intxaurrondo, H. Rodríguez, J. Antonio Lo Martin, M. Villegas, and M. Krallinger
PharmacoNER Tagger: a deep learning-based tool for automatically finding chemicals and drugs in Spanish medical texts

Genomics & Informatics

J. Amengol-Estapé, F. Soares, M. Marimon, and M. Krallinger
Findings of the WMT 2019 Biomedical Translation Shared Task: Evaluation for MEDLINE Abstracts and Biomedical Terminologies

Proceedings of the Fourth Conference on Machine Translation (Volume 3: Shared Task Papers, Day 2)

R. Bawden, K. Bretonnel Cohen, C. Grozea, A. Jimeno Yepes, M. Kittner, M. Krallinger, N. Mah, A. Neveol, M. Neves, F. Soares, A. Siu, K. Verspoor, and M. Vicente Navarro

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