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ORCIDGiang T. Nguyen 0001
Person information
- affiliation: Slovak Academy of Sciences, Institute of Informatics, Bratislava, Slovakia
- affiliation (former): Slovak University of Technology in Bratislava, Faculty of Electrical Engineering, FEI-STU, Slovakia
Other persons with the same name
- Giang T. Nguyen 0002
![[0000-0001-7008-1537]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0001-7008-1537")
(aka: Giang Nguyen 0002) — Dresden University of Technology, Germany (and 1 more) - Giang T. Nguyen 0003 (aka: Giang Nguyen 0003) — University of Adelaide, School of Mathematical Sciences, Australia (and 1 more)
- Giang T. Nguyen 0004 — Seoul National University of Science and Technology, South Korea
- Giang Nguyen — disambiguation page
- Giang Nguyen 0004 (aka: Giang V. Nguyen 0001) — Auburn University, AB, USA (and 1 more)
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2020 – today
- 2024
[j16]Oleksandr Lytvyn, Giang T. Nguyen:
Secure Federated Learning for Multi-Party Network Monitoring. IEEE Access 12: 163262-163284 (2024)- [j15]Eduard Kuric, Peter Demcak, Matus Krajcovic, Giang Nguyen:
Cognitive abilities and visual complexity impact first impressions in five-second testing. Behav. Inf. Technol. 43(13): 3209-3236 (2024) - [j14]Mirwais Ahmadzai, Giang T. Nguyen:
Differential Private Federated Learning in Geographically Distributed Public Administration Processes. Future Internet 16(7): 220 (2024) - [j13]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) - [c30]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 - 2023
- [c29]Oleksandr Lytvyn, Giang T. Nguyen:
Secure Multi-Party Computation for Magnetic Resonance Imaging Classification. ANT/EDI40 2023: 24-31 - [c28]Mirwais Ahmadzai, Giang T. Nguyen:
Federated Learning with Differential Privacy on Personal Opinions: A Privacy-Preserving Approach. KES 2023: 543-552 - [c27]Oleksandr Lytvyn, Giang T. Nguyen:
Efficiency and Security Trade-offs of Secure Multi-Party Computation for Machine Learning. KES 2023: 655-664 - [c26]Mirwais Ahmadzai, Giang T. Nguyen:
Data Partitioning Effects in Federated Learning. SQAMIA 2023 - 2022
- [j12]Binh Minh Nguyen, Trung Tran, Thieu Nguyen, Giang T. Nguyen:
An Improved Sea Lion Optimization for Workload Elasticity Prediction with Neural Networks. Int. J. Comput. Intell. Syst. 15(1): 90 (2022) - 2021
- [j11]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) - [j10]Binh Minh Nguyen, Bao Hoang, Thieu Nguyen, Giang Nguyen:
nQSV-Net: a novel queuing search variant for global space search and workload modeling. J. Ambient Intell. Humaniz. Comput. 12(1): 27-46 (2021) - 2020
- [j9]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) - [j8]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) - [j7]Binh Minh Nguyen, Trung Tran, Thieu Nguyen, Giang T. Nguyen:
Hybridization of Galactic Swarm and Evolution Whale Optimization for Global Search Problem. IEEE Access 8: 74991-75010 (2020) - [c25]Thieu Nguyen, Bao Hoang, Giang T. Nguyen, Binh Minh Nguyen:
A New Workload Prediction Model Using Extreme Learning Machine and Enhanced Tug of War optimization. ANT/EDI40 2020: 362-369 - [c24]Thieu Nguyen, Giang T. Nguyen, Binh Minh Nguyen:
EO-CNN: An Enhanced CNN Model Trained by Equilibrium Optimization for Traffic Transportation Prediction. KES 2020: 800-809 - [c23]Thang Nguyen, Khiem Doan, Giang T. Nguyen, Binh Minh Nguyen:
Modeling Multi-constrained Fog-cloud Environment for Task Scheduling Problem. NCA 2020: 1-10
2010 – 2019
- 2019
- [j6]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) - [j5]Thieu Nguyen, Tu Nguyen, Binh Minh Nguyen, Giang Nguyen:
Efficient Time-Series Forecasting Using Neural Network and Opposition-Based Coral Reefs Optimization. Int. J. Comput. Intell. Syst. 12(2): 1144-1161 (2019) - [c22]Thieu Nguyen, Binh Minh Nguyen, Giang Nguyen:
Building Resource Auto-scaler with Functional-Link Neural Network and Adaptive Bacterial Foraging Optimization. TAMC 2019: 501-517 - 2018
- [j4]Giang Nguyen, Binh Minh Nguyen, Dang Tran, Ladislav Hluchý:
A heuristics approach to mine behavioural data logs in mobile malware detection system. Data Knowl. Eng. 115: 129-151 (2018) - [c21]Binh Minh Nguyen, Huan Phan, Duong Quang Ha, Giang T. Nguyen:
An Information-centric Approach for Slice Monitoring from Edge Devices to Clouds. ANT/SEIT 2018: 326-335 - [c20]Nhuan Tran, Thang Nguyen, Binh Minh Nguyen, Giang T. Nguyen:
A Multivariate Fuzzy Time Series Resource Forecast Model for Clouds using LSTM and Data Correlation Analysis. KES 2018: 636-645 - [c19]Thieu Nguyen, Nhuan Tran, Binh Minh Nguyen, Giang T. Nguyen:
A Resource Usage Prediction System Using Functional-Link and Genetic Algorithm Neural Network for Multivariate Cloud Metrics. SOCA 2018: 49-56 - 2017
- [c18]Dang Tran, Nhuan Tran, Giang T. Nguyen, Binh Minh Nguyen:
A Proactive Cloud Scaling Model Based on Fuzzy Time Series and SLA Awareness. ICCS 2017: 365-374 - [c17]Giang Nguyen, Martin Bobák, Ladislav Hluchý:
Geospatial preprocessing for situational assessment through hydraulic simulations. ICNC-FSKD 2017: 2429-2435 - 2016
- [j3]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) - [j2]Binh Minh Nguyen, Dang Tran, Giang Nguyen:
Enhancing service capability with multiple finite capacity server queues in cloud data centers. Clust. Comput. 19(4): 1747-1767 (2016) - 2015
- [j1]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
- [c16]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 - [c15]Giang Nguyen, Ladislav Hluchý, Jaroslav Tóbik, Viera Sipková, Miroslav Dobrucký, Ján Astalos:
Unified nanoscale gateway to HPC and grid environments. SoICT 2014: 85-91 - 2013
- [p1]Tien Van Do, Tamas Krejczinger, Michal Laclavik, Nguyen-Thinh Le, Marcin Maleszka, Giang Nguyen, Ngoc Thanh Nguyen:
An Application of Computational Collective Intelligence to Governance and Policy Modelling. Advanced Computational Methods for Knowledge Engineering 2013: 237-249
2000 – 2009
- 2003
- [c14]Than-Tung Dang, Ladislav Hluchý, Giang Nguyen, Ivana Budinska, Zoltán Balogh, Michal Laclavik:
Knowledge Management and Data Classification in Pellucid. IIS 2003: 563-567 - 2002
- [c13]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 - [c12]Giang T. Nguyen, Viet D. Tran, Margaréta Kotocová:
TOPAS - Parallel Programming Environment for Distributed Computing. International Conference on Computational Science (1) 2002: 890-899 - [c11]Giang T. Nguyen, Viet D. Tran, Margaréta Kotocová:
Integrating Fault-Tolerant Feature into TOPAS Parallel Programming Environment for Distributed Systems. PARELEC 2002: 157- - [c10]Ladislav Hluchý, Viet D. Tran, Ján Astalos, Miroslav Dobrucký, Giang T. Nguyen, David Froehlich:
Flood Modeling System and Its Parallelization. PARELEC 2002: 277-281 - [c9]Giang Thu Nguyen, Viet D. Tran, Margaréta Kotocová:
Application Recovery in Parallel Programming Environment. PVM/MPI 2002: 234-242 - 2001
- [c8]Ladislav Hluchý, Giang T. Nguyen, Ladislav Halada, Viet D. Tran:
Cluster Computation for Flood Simulations. HPCN Europe 2001: 425-434 - [c7]Giang T. Nguyen, Ladislav Hluchý, Viet D. Tran, Margaréta Kotocová:
DDG Task Recovery for Cluster Computing. PPAM 2001: 369-378 - [c6]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
- [c5]Viet D. Tran, Ladislav Hluchý, Giang T. Nguyen:
Parallel Programming Environment for Cluster Computing. CLUSTER 2000: 395-396 - [c4]Viet D. Tran, Ladislav Hluchý, Giang T. Nguyen:
Parallel programming with data driven model. PDP 2000: 205-211 - [c3]Viet D. Tran, Ladislav Hluchý, Giang T. Nguyen:
Parallel Program Model for Distributed Systems. PVM/MPI 2000: 250-257
1990 – 1999
- 1999
- [c2]Viet D. Tran, Ladislav Hluchý, Giang T. Nguyen:
Data Driven Graph: A Parallel Program Model for Scheduling. LCPC 1999: 494-497 - [c1]Viet D. Tran, Ladislav Hluchý, Giang T. Nguyen:
Parallel program model and environment. PARCO 1999: 697-704
Coauthor Index
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