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2022

Human-in-the-loop online multi-agent approach to increase trustworthiness in ML models through trust scores and data augmentation

IEEE 46th Annual Computers, Software, and Applications Conference (COMPSAC'22)

G. Bravo, P. Liu, J. Guitart, A. Dholakia, D. Ellison, and M. Hodak
Scanflow-K8s: Agent-based Framework for Autonomic Management and Supervision of ML Workflows in Kubernetes Clusters

22nd IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing (CCGrid'22)

P. Liu, G. Bravo, J. Guitart, A. Dholakia, D. Ellison, and M. Hodak
Scanflow: A multi-graph framework for machine learning workflow management, supervision, and debugging

Expert Systems with Applications

G. Bravo, P. Liu, J. Guitart, A. Dholakia, D. Ellison, J. Falkanger, and M. Hodak
Performance characterization of containerization for HPC workloads on InfiniBand clusters: an empirical study

Cluster Computing

P. Liu, and J. Guitart
Differential impact of government lockdown policies on reducing air pollution levels and related mortality in EuropeAbstract

Scientific Reports

R. Schneider, P. Masselot, A. M. Vicedo-Cabrera, F. Sera, M. Blangiardo, C. Forlani, J. Douros, O. Jorba, M. Adani, R. Kouznetsov, F. Couvidat, J. Arteta, B. Raux, M. Guevara, A. Colette, J. Barré, V-H. Peuch, and A. Gasparrini
A Native Tensor–Vector Multiplication Algorithm for High Performance Computing

IEEE Transactions on Parallel and Distributed Systems

P.. J. Martinez-Ferrer, A.. N. Yzelman, and V.. Beltran
Fast expansion of dengue in Brazil

The Lancet Regional Health - Americas

C. T. Codeco, S. S. Oliveira, D. A. C. Ferreira, T. I. S. Riback, L. S. Bastos, R. M. Lana, I. F. Almeida, V. B. Godinho, O. G. Cruz, and F. C. Coelho
Atlantic circulation change still uncertain

Nature Geoscience

H. K. Kilbourne, A. D. Wanamaker, P. Moffa-Sanchez, D. J. Reynolds, D. E. Amrhein, P. G. Butler, G. Gebbie, M. Goes, M. F. Jansen, C. M. Little, M. Mette, E. Moreno-Chamarro, P. Ortega, B. L. Otto-Bliesner, T. Rossby, J. Scourse, and N. M. Whitney
Exploring the landscape of seasonal forecast provision by Global Producing CentresAbstract

Climatic Change

D. Bojovic, A. Nicodemou, A. Lera St.Clair, I. Christel, and F. J. Doblas-Reyes
Towards more effective visualisations in climate services: good practices and recommendationsAbstract

Climatic Change

M. Terrado, L. Calvo, and I. Christel

Pàgines

Source URL (retrieved on 30 jun 2022 - 11:50): https://www.bsc.es/ca/research-and-development/publications/highresmip-versions-ec-earth-ec-earth3p-and-ec-earth3p-hr-%EF%BF%BD%EF%BF%BD%EF%BF%BD