Giang T. Nguyen

Orcid: 0000-0002-6769-0195

Affiliations:
  • Slovak Academy of Sciences, Institute of Informatics, Bratislava, Slovakia
  • Slovak University of Technology in Bratislava, Faculty of Electrical Engineering, FEI-STU, Slovakia (former)


According to our database1, Giang T. Nguyen authored at least 42 papers between 1999 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2023
Data Partitioning Effects in Federated Learning.
Proceedings of the Tenth Workshop on Software Quality Analysis, 2023

Efficiency and Security Trade-offs of Secure Multi-Party Computation for Machine Learning.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023

Federated Learning with Differential Privacy on Personal Opinions: A Privacy-Preserving Approach.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023

Secure Multi-Party Computation for Magnetic Resonance Imaging Classification.
Proceedings of the 14th International Conference on Ambient Systems, 2023

2022
An Improved Sea Lion Optimization for Workload Elasticity Prediction with Neural Networks.
Int. J. Comput. Intell. Syst., 2022

2021
nQSV-Net: a novel queuing search variant for global space search and workload modeling.
J. Ambient Intell. Humaniz. Comput., 2021

A comparative study of operational engineering for environmental and compute-intensive applications.
Array, 2021

2020
Hybridization of Galactic Swarm and Evolution Whale Optimization for Global Search Problem.
IEEE Access, 2020

Deep Learning for Proactive Network Monitoring and Security Protection.
IEEE Access, 2020

A Cloud-Based Framework for Machine Learning Workloads and Applications.
IEEE Access, 2020

Modeling Multi-constrained Fog-cloud Environment for Task Scheduling Problem.
Proceedings of the 19th IEEE International Symposium on Network Computing and Applications, 2020

EO-CNN: An Enhanced CNN Model Trained by Equilibrium Optimization for Traffic Transportation Prediction.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 24th International Conference KES-2020, 2020

A New Workload Prediction Model Using Extreme Learning Machine and Enhanced Tug of War optimization.
Proceedings of the 11th International Conference on Ambient Systems, 2020

2019
Efficient Time-Series Forecasting Using Neural Network and Opposition-Based Coral Reefs Optimization.
Int. J. Comput. Intell. Syst., 2019

Machine Learning and Deep Learning frameworks and libraries for large-scale data mining: a survey.
Artif. Intell. Rev., 2019

Building Resource Auto-scaler with Functional-Link Neural Network and Adaptive Bacterial Foraging Optimization.
Proceedings of the Theory and Applications of Models of Computation, 2019

2018
A heuristics approach to mine behavioural data logs in mobile malware detection system.
Data Knowl. Eng., 2018

A Resource Usage Prediction System Using Functional-Link and Genetic Algorithm Neural Network for Multivariate Cloud Metrics.
Proceedings of the 11th IEEE Conference on Service-Oriented Computing and Applications, 2018

A Multivariate Fuzzy Time Series Resource Forecast Model for Clouds using LSTM and Data Correlation Analysis.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 22nd International Conference KES-2018, 2018

An Information-centric Approach for Slice Monitoring from Edge Devices to Clouds.
Proceedings of the 9th International Conference on Ambient Systems, 2018

2017
Geospatial preprocessing for situational assessment through hydraulic simulations.
Proceedings of the 13th International Conference on Natural Computation, 2017

A Proactive Cloud Scaling Model Based on Fuzzy Time Series and SLA Awareness.
Proceedings of the International Conference on Computational Science, 2017

2016
Enhancing service capability with multiple finite capacity server queues in cloud data centers.
Clust. Comput., 2016

Effective Computation Resilience in High Performance and Distributed Environments.
Comput. Informatics, 2016

2015
Integrated System for Hydraulic Simulations.
Comput. Informatics, 2015

2014
Unified nanoscale gateway to HPC and grid environments.
Proceedings of the Fifth Symposium on Information and Communication Technology, 2014

Next Improvement Towards Linear Named Entity Recognition Using Character Gazetteers.
Proceedings of the Advanced Computational Methods for Knowledge Engineering, 2014

2013
An Application of Computational Collective Intelligence to Governance and Policy Modelling.
Proceedings of the Advanced Computational Methods for Knowledge Engineering, 2013

2003
Knowledge Management and Data Classification in Pellucid.
Proceedings of the Intelligent Information Processing and Web Mining, 2003

2002
Application Recovery in Parallel Programming Environment.
Proceedings of the Recent Advances in Parallel Virtual Machine and Message Passing Interface, 9th European PVM/MPI Users' Group Meeting, Linz, Austria, September 29, 2002

Integrating Fault-Tolerant Feature into TOPAS Parallel Programming Environment for Distributed Systems.
Proceedings of the 2002 International Conference on Parallel Computing in Electrical Engineering (PARELEC 2002), 2002

Flood Modeling System and Its Parallelization.
Proceedings of the 2002 International Conference on Parallel Computing in Electrical Engineering (PARELEC 2002), 2002

TOPAS - Parallel Programming Environment for Distributed Computing.
Proceedings of the Computational Science - ICCS 2002, 2002

Parallel Flood Modeling Systems.
Proceedings of the Computational Science - ICCS 2002, 2002

2001
DDG Task Recovery for Cluster Computing.
Proceedings of the Parallel Processing and Applied Mathematics, 2001

Parallel Numerical Solution for Flood Modeling Systems.
Proceedings of the Parallel Processing and Applied Mathematics, 2001

Cluster Computation for Flood Simulations.
Proceedings of the High-Performance Computing and Networking, 9th International Conference, 2001

2000
Parallel Program Model for Distributed Systems.
Proceedings of the Recent Advances in Parallel Virtual Machine and Message Passing Interface, 2000

Parallel programming with data driven model.
Proceedings of the Eight Euromicro Workshop on Parallel and Distributed Processing, 2000

Parallel Programming Environment for Cluster Computing.
Proceedings of the 2000 IEEE International Conference on Cluster Computing (CLUSTER 2000), November 28th, 2000

1999
Parallel program model and environment.
Proceedings of the Parallel Computing: Fundamentals & Applications, 1999

Data Driven Graph: A Parallel Program Model for Scheduling.
Proceedings of the Languages and Compilers for Parallel Computing, 1999


  Loading...