Machine Learning and Deep Learning frameworks and libraries for large-scale data mining: a survey G Nguyen, S Dlugolinsky, M Bobak, V Tran, A López García, I Heredia, ... Artificial Intelligence Review, 2019 | 783 | 2019 |
Agent platform evaluation and comparison G Nguyen, TT Dang, L Hluchy, Z Balogh, M Laclavik, I Budinska Pellucid 5FP IST-2001-34519, 2002 | 102 | 2002 |
A cloud-based framework for machine learning workloads and applications ÁL García, JM De Lucas, M Antonacci, W Zu Castell, M David, M Hardt, ... IEEE Access 8, 18681-18692, 2020 | 81 | 2020 |
A multivariate fuzzy time series resource forecast model for clouds using LSTM and data correlation analysis N Tran, T Nguyen, BM Nguyen, G Nguyen Procedia Computer Science 126, 636-645, 2018 | 62 | 2018 |
Deep learning for proactive network monitoring and security protection G Nguyen, S Dlugolinsky, V Tran, ÁL García IEEE Access 8, 19696-19716, 2020 | 59 | 2020 |
EO-CNN: an enhanced CNN model trained by equilibrium optimization for traffic transportation prediction T Nguyen, G Nguyen, BM Nguyen Procedia Computer Science 176, 800-809, 2020 | 51 | 2020 |
A proactive cloud scaling model based on fuzzy time series and SLA awareness D Tran, N Tran, G Nguyen, BM Nguyen Procedia Computer Science 108, 365-374, 2017 | 45 | 2017 |
Efficient time-series forecasting using neural network and opposition-based coral reefs optimization T Nguyen, T Nguyen, BM Nguyen, G Nguyen International Journal of Computational Intelligence Systems 12 (2), 1144-1161, 2019 | 40 | 2019 |
A resource usage prediction system using Functional-Link and Genetic Algorithm Neural Network for multivariate cloud metrics T Nguyen, N Tran, BM Nguyen, G Nguyen IEEE 11th Conference on Service-Oriented Computing and Applications (SOCA …, 2018 | 36 | 2018 |
A heuristics approach to mine behavioural data logs in mobile malware detection system G Nguyen, BM Nguyen, D Tran, L Hluchy Data & Knowledge Engineering 115, 129-151, 2018 | 34 | 2018 |
Hybridization of galactic swarm and evolution whale optimization for global search problem BM Nguyen, T Tran, T Nguyen, G Nguyen IEEE Access 8, 74991-75010, 2020 | 32 | 2020 |
Artificial Intelligence Review G Nguyen, S Dlugolinsky, M Bobak, V Tran, A López García, I Heredia, ... Machine learning and deep learning frameworks and libraries for largescale …, 2019 | 25* | 2019 |
Building resource auto-scaler with functional-link neural network and adaptive bacterial foraging optimization T Nguyen, BM Nguyen, G Nguyen 15th International Conference on Theory and Applications of Models of …, 2019 | 24 | 2019 |
A new workload prediction model using extreme learning machine and enhanced tug of war optimization T Nguyen, B Hoang, G Nguyen, BM Nguyen Procedia Computer Science 170, 362-369, 2020 | 23 | 2020 |
Parallel Flood modeling systems L Hluchy, V Tran, J Astalos, M Dobrucky, G Nguyen, D Froehlich Computational Science—ICCS 2002, 543-551, 2002 | 20 | 2002 |
Experience management based on text notes (embet) M Laclavik, E Gatial, Z Balogh, O Habala, G Nguyen, L Hluchy Proc. of eChallenges 2005 Conference, 19-21, 2005 | 19 | 2005 |
Enhancing service capability with multiple finite capacity server queues in cloud data centers BM Nguyen, D Tran, G Nguyen Cluster Computing - The Journal of Networks Software Tools and Applications …, 2016 | 17 | 2016 |
Agent platform evaluation and comparison NT Giang, DT Tung Pellucid 5FP IST-2001-34519, 2002 | 17 | 2002 |
Effective computation resilience in high performance and distributed environments L. Hluchý, G. Nguyen, J. Astaloš, V. Tran, V. Šipková, B.M. Nguyen Computing and Informatics 35 (6), 2016 | 14 | 2016 |
Modeling multi-constrained fog-cloud environment for task scheduling problem T Nguyen, K Doan, G Nguyen, BM Nguyen IEEE 19th International Symposium on Network Computing and Applications (NCA …, 2020 | 13 | 2020 |