Publications

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2019

Real-Time Data Center’s Telemetry Reduction and Reconstruction Using Markov Chain Models

IEEE Systems Journal

S-ur-R. Baig, W. Iqbal, J L. Berral, A. Erradi, and D. Carrera
Adaptive Prediction Models for Data Center Resources Utilization Estimation

IEEE Transactions on Network and Service Management

S-ur-R. Baig, W. Iqbal, J L. Berral, A. Erradi, and D. Carrera
Adaptive sliding windows for improved estimation of data center resource utilization

Future Generation Computer Systems

S-ur-R. Baig, W. Iqbal, J L. Berral, and D. Carrera
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

Pages