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Publications
- 2025
[j21]Giang Thu Nguyen
, Judith Sáinz-Pardo Díaz, Amanda Calatrava, Lisana Berberi, Oleksandr Lytvyn, Valentin Kozlov, Viet D. Tran, Germán Moltó, Álvaro López García:
Landscape of machine learning evolution: privacy-preserving federated learning frameworks and tools. Artif. Intell. Rev. 58(2): 51 (2025)- 2024
- [j20]Giang T. Nguyen, Stefan Dlugolinsky, Viet D. Tran, Álvaro López García:
Network security AIOps for online stream data monitoring. Neural Comput. Appl. 36(24): 14925-14949 (2024) - [c45]Judith Sáinz-Pardo Díaz, Andrés Heredia Canales, Ignacio Heredia Cacha, Viet D. Tran, Giang T. Nguyen, Khadijeh Alibabaei, Marta Obregón Ruiz, Susana Rebolledo Ruiz, Álvaro López García:
Making Federated Learning Accessible to Scientists: The AI4EOSC Approach. IH&MMSec 2024: 253-264 - 2021
- [j18]Giang T. Nguyen, Viera Sipková, Stefan Dlugolinsky, Binh Minh Nguyen, Viet D. Tran, Ladislav Hluchý:
A comparative study of operational engineering for environmental and compute-intensive applications. Array 12: 100096 (2021) - 2020
- [j17]Álvaro López García, Viet D. Tran, Andy S. Alic, Miguel Caballer, Isabel Campos Plasencia, Alessandro Costantini, Stefan Dlugolinsky, Doina Cristina Duma, Giacinto Donvito, Jorge Gomes, Ignacio Heredia Cacha, Jesús E. Marco de Lucas, Keiichi Ito, Valentin Kozlov, Giang T. Nguyen, Pablo Orviz Fernández, Zdenek Sustr, Pawel Wolniewicz, Marica Antonacci, Wolfgang zu Castell, Mário David, Marcus Hardt, Lara Lloret Iglesias, Germán Moltó, Marcin Plóciennik:
A Cloud-Based Framework for Machine Learning Workloads and Applications. IEEE Access 8: 18681-18692 (2020) - [j16]Giang Nguyen, Stefan Dlugolinsky, Viet D. Tran, Álvaro López García:
Deep Learning for Proactive Network Monitoring and Security Protection. IEEE Access 8: 19696-19716 (2020) - 2019
- [j12]Giang Nguyen, Stefan Dlugolinsky, Martin Bobák, Viet D. Tran, Álvaro López García, Ignacio Heredia, Peter Malík, Ladislav Hluchý:
Machine Learning and Deep Learning frameworks and libraries for large-scale data mining: a survey. Artif. Intell. Rev. 52(1): 77-124 (2019) - 2016
- [j10]Ladislav Hluchý, Giang Nguyen, Ján Astalos, Viet D. Tran, Viera Sipková, Binh Minh Nguyen:
Effective Computation Resilience in High Performance and Distributed Environments. Comput. Informatics 35(6): 1386-1415 (2016) - 2015
- [j9]Giang Nguyen, Viera Sipková, Peter Krammer, Ladislav Hluchý, Miroslav Dobrucký, Viet D. Tran, Ondrej Habala:
Integrated System for Hydraulic Simulations. Comput. Informatics 34(5): 1065-1088 (2015) - 2014
- [c36]Giang Nguyen, Stefan Dlugolinsky, Michal Laclavik, Martin Seleng, Viet D. Tran:
Next Improvement Towards Linear Named Entity Recognition Using Character Gazetteers. ICCSAMA 2014: 255-265 - 2002
- [c16]Ladislav Hluchý, Viet D. Tran, Ján Astalos, Miroslav Dobrucký, Giang T. Nguyen, David Froehlich:
Parallel Flood Modeling Systems. International Conference on Computational Science (1) 2002: 543-551 - [c15]Giang T. Nguyen, Viet D. Tran, Margaréta Kotocová:
TOPAS - Parallel Programming Environment for Distributed Computing. International Conference on Computational Science (1) 2002: 890-899 - [c14]Giang T. Nguyen, Viet D. Tran, Margaréta Kotocová:
Integrating Fault-Tolerant Feature into TOPAS Parallel Programming Environment for Distributed Systems. PARELEC 2002: 157- - [c13]Ladislav Hluchý, Viet D. Tran, Ján Astalos, Miroslav Dobrucký, Giang T. Nguyen, David Froehlich:
Flood Modeling System and Its Parallelization. PARELEC 2002: 277-281 - [c11]Giang Thu Nguyen, Viet D. Tran, Margaréta Kotocová:
Application Recovery in Parallel Programming Environment. PVM/MPI 2002: 234-242 - 2001
- [c10]Ladislav Hluchý, Giang T. Nguyen, Ladislav Halada, Viet D. Tran:
Cluster Computation for Flood Simulations. HPCN Europe 2001: 425-434 - [c9]Giang T. Nguyen, Ladislav Hluchý, Viet D. Tran, Margaréta Kotocová:
DDG Task Recovery for Cluster Computing. PPAM 2001: 369-378 - [c8]Ladislav Hluchý, David Froehlich, Viet D. Tran, Ján Astalos, Miroslav Dobrucký, Giang T. Nguyen:
Parallel Numerical Solution for Flood Modeling Systems. PPAM 2001: 485-492 - 2000
- [c7]Viet D. Tran, Ladislav Hluchý, Giang T. Nguyen:
Parallel Programming Environment for Cluster Computing. CLUSTER 2000: 395-396 - [c6]Viet D. Tran, Ladislav Hluchý, Giang T. Nguyen:
Parallel programming with data driven model. PDP 2000: 205-211 - [c5]Viet D. Tran, Ladislav Hluchý, Giang T. Nguyen:
Parallel Program Model for Distributed Systems. PVM/MPI 2000: 250-257 - 1999
- [c4]Viet D. Tran, Ladislav Hluchý, Giang T. Nguyen:
Data Driven Graph: A Parallel Program Model for Scheduling. LCPC 1999: 494-497 - [c2]Viet D. Tran, Ladislav Hluchý, Giang T. Nguyen:
Parallel program model and environment. PARCO 1999: 697-704
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