Selected publications

J. Balado, G. Nguyen:
ChatGPT for Point Cloud 3D Object Processing.
The ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2023, Volume X-1/W1-2023, pp. 107–114, ISSN 1877-0509, DOI 10.5194/isprs-annals-X-1-W1-2023-107-2023. Copernicus Publications. CC BY 4.0.

E. Kuric, P. Demcak, M. Krajcovic, G. Nguyen:
Cognitive abilities and visual complexity impact first impressions in five-second testing.
Behaviour & Information Technology, 2023, ISSN 1362-3001, DOI 10.1080/0144929X.2023.2272747. Taylor & Francis. CC BY 4.0 DEED.

M. Ahmadzai, G. Nguyen:
Data Partitioning Effects in Federated Learning.
2023, Volume 3588, pp. 138-149, ISSN 1613-0073, CEUR Workshop Proceedings. CC BY 4.0. [ PDF ]

O. Lytvyn, G. Nguyen:
Secure Multi-Party Computation for Magnetic Resonance Imaging Classification.
Procedia Computer Science, 2023, Volume 220, pp. 24-31, ISSN 1877-0509, DOI 10.1016/j.procs.2023.03.006. Elsevier, CC BY 4.0.

M. Kretinin, G. Nguyen:
Topic modeling on news articles using Latent Dirichlet Allocation.
The 26th IEEE International Conference on Intelligent Engineering Systems (INES 2022), pp. 249-254, ISBN 978-1-6654-9209-6, ISSN 1543-9259, DOI 10.1109/INES56734.2022.9922609.

G. Nguyen:
Introduction to Data Science.
The Edition of University Textbooks on Informatics and Information Technologies.
2022, ISBN 978-80-227-5193-3. Spektrum STU Publishing. Available in [ ELVIRA ], FIIT STU e-Library.

M. Nguyen, T. Tran, Th. Nguyen, G. Nguyen:
An Improved Sea Lion Optimization for Workload Elasticity Prediction with Neural Networks.
International Journal of Computational Intelligence Systems, 2022, Volume 15, Issue 1, Article: 90, ISSN 1875-6883, DOI 10.1007/s44196-022-00156-8, Springer Nature. CC BY 4.0 DEED.

G. Nguyen, S. Dlugolinsky, V. Tran, Á. López García:
Deep learning for proactive network monitoring and security protection.
IEEE Access, Volume 8, Issue 1, pp. 19696-19716, ISSN 2169-3536, DOI 10.1109/ACCESS.2020.2968718, 2020, CC BY 4.0.

Á. López García, J. Marco De Lucas, M. Antonacci, W. Zu Castell, M. David, M. Hardt, L. Lloret Iglesias, G. Moltó, M. Plociennik, V. Tran, A. S. Alic, M. Caballer, I. Campos Plasencia, A. Costantini, S. Dlugolinsky, D. Cristina Duma, G. Donvito, J. Gomes, I. Heredia Cacha, K. Ito, V. Y. Kozlov, G. Nguyen, P. Orviz Fernández, Z. Šustr, P. Wolniewicz:
A cloud-based framework for machine learning workloads and applications.
IEEE Access, Volume 8, Issue 1, pp. 18681-18692, ISSN 2169-3536, DOI 10.1109/ACCESS.2020.2964386. 2020, CC BY 4.0.

G. Nguyen, S. Dlugolinsky, M. Bobák, V. Tran, Á. López García, I. Heredia, P. Malík, L. Hluchý:
Machine learning and deep learning frameworks and libraries for large-scale data mining: a survey.
Artificial Intelligence Review, Volume 52, Issue 1, pp. 77-124, ISSN 0269-2821, DOI 10.1007/s10462-018-09679-z. Springer Nature, 2019, CC BY 4.0.
Springer Nature research highlights in Computer Science (2020). Ocenenie za špičkové publikácie SAV (2023) - Award for the top publications of the Slovak Academy of Sciences.

G. Nguyen, M. Nguyen, D. Tran, L. Hluchý:
A heuristics approach to mine behavioural data logs in mobile malware detection system.
Data & Knowledge Engineering, Volume 115, pp. 129-151, ISSN 0169-023X, DOI 10.1016/j.datak.2018.03.002. Elsevier, 2018. [ Preprint ].

L. Hluchý, M. Bobák, H. Müller, M. Graziani, J. Maassen, H, Spreeuw, M. Heikkurinen, J. Pancake-Steeg, S. Spahr, N. O. G. Felde, M. Höb, J. Schmidt, A. SZ Belloum, R. Cushing, P. Nowakowski, J. Meizner, K. Rycerz, B. Wilk, M. Bubak, O. Habala, M.Šeleng, Š. Dlugolinský, V. Tran, G. Nguyen:
Heterogeneous Exascale Computing. Recent Advances in Intelligent Engineering, Topics in Intelligent Engineering and Informatics, Volume 14, pp. 81-110, ISSN 2193-9411, ISBN 978-3-030-14349-7, DOI 10.1007/978-3-030-14350-3_5, Springer, Charm, 2020.

L. Hluchý, G. Nguyen, J. Astaloš, V. Tran, V. Šipková, M. Nguyen:
Effective computation resilience in high performance and distributed environments.
Computing and Informatics, 2016, Volume. 35, no. 6, pp. 1386-1415, ISSN 1335-9150, [ PDF ]

S. Dlugolinsky, G. Nguyen, M. Šeleng, L. Hluchý:
Decision influence and proactive sale support in a chain of convenience stores.
The 21th IEEE International Conference on Intelligent Engineering Systems (INES 2017), pp. 277-284, ISBN 978-1-4799-7677-5, ISSN 1562-5850, DOI 10.1109/INES.2017.8118570.

G. Nguyen, J. Astaloš, L. Hluchý:
Considerations about Data Processing, Machine Learning, HPC, Apache Spark and GPU.
11th Workshop on Intelligent and Knowledge Oriented Technologies affiliated with 35th International conference Data and Knowledge (WIKT-DaZ 2016), pp. 241-247, ISBN 978-80-227-4619-9. [ PDF ]

G. Nguyen, M. Bobák, L. Hluchý:
Geospatial preprocessing for situational assessment through hydraulic simulations.
The 13th IEEE International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery, ICNC-FSKD 2017, pp. 2402-2408, ISBN 978-1-5386-2164-6, DOI 10.1109/FSKD.2017.8393154.

G. Nguyen, L. Hluchý, J. Tóbik, V. Šipková, M. Dobrucký, J. Astaloš, V. Tran, R. Andok:
Unified nanoscale gateway to HPC and Grid environments.
The 5th Symposium on Information and Communication Technology SoICT'2014, pp. 85-91, ACM 978-1-4503-2930-9/14/12, ISBN 978-1-4503-2930-9, DOI 10.1145/2676585.2676591

G. Nguyen, S. Dlugolinsky, M. Laclavík, M. Šeleng, V. Tran:
Next improvement towards linear Named Entity Recognition using character gazetteers.
Advanced Computational Methods for Knowledge Engineering. Advances in Intelligent Systems and Computing (AISC), Volume 282, pp. 255-265, ISBN 978-3-319-06568-7, ISSN 2194-5357, DOI 10.1007/978-3-319-06569-4_19, Springer, Cham, 2014.

S. Dlugolinsky, G. Nguyen, M. Laclavík, M. Šeleng:
Character gazetteer for named entity recognition with linear matching complexity.
The 3rd World Congress on Information and Communication Technologies WICT 2013, IEEE Systems Man and Cybernetics Society, p. 364-368, ISBN 978-1-4799-3230-6, DOI 10.1109/WICT.2013.7113096.

G. Nguyen, S. Dlugolinsky, M. Laclavík, M. Šeleng:
Token gazetteer and character gazetteer for named entity recognition.
The 3rd Workshop on Intelligent and Knowledge Oriented Technologies WIKT 2013, pp. 1-6, ISBN 978-80-8143-128-9. Best paper award. [ PDF ]

T. V. Do, T. Krejczinger, M. Laclavik, N. T. Le, M. Maleszka, G. Nguyen, N. T. Nguyen:
An Application of Computational Collective Intelligence to Governance and Policy Modelling.
Advanced Computational Methods for Knowledge Engineering. Studies in Computational Intelligence, Volume 479, pp. 237-249, ISBN 978-3-319-00292-7, ISSN 1860-949X, DOI 10.1007/978-3-319-00293-4_18, Springer, Heidelberg, 2013.

G. Nguyen, M. Laclavík, M. Babík
Knowledge acquisition, organization and maintenance for heterogeneous information resources.
15th International Conference on Knowledge Engineering and Knowledge Management, EKAW 2006, poster and demo, Managing knowledge in a world of networks, pp. 35-36. ISBN 80-86742-15-6. [ PDF ]

T. Dang, L. Hluchý, G. Nguyen, I. Budinská, Z. Balogh, M. Laclavík:
Knowledge management and data classification in Pellucid.
Intelligent Information Processing and Web Mining. IIPWM 2003. Advances in Soft Computing, Volume 22, pp. 563-567, ISBN 978-3-540-00843-9, ISSN 1867-5662, DOI 10.1007/978-3-540-36562-4_62, Springer, Berlin, Heidelberg, 2003.

G. Nguyen, T. Dang, L. Hluchy, M. Laclavik, Z. Balogh, I. Budinská:
Agent Platform Evaluation and Comparison.
II-SAS, Pellucid EU 5FP IST-2001-34519 RTD, Technical report, June 2002. [ PDF ]

G. Nguyen, V. Tran, M. Kotočová:
Application Recovery in Parallel Programming Environment.
Recent Advances in Parallel Virtual Machine and Message Passing Interface. EuroPVM/MPI 2002. Lecture Notes in Computer Science (LNCS), Volume 2474, pp. 234-242, ISBN 3-540-44296-0, ISSN 0302-9743, DOI 10.1007/3-540-45825-5_39, Springer, Berlin, Heidelberg, 2002.

L. Hluchy, G. Nguyen, L. Halada, V. Tran:
Cluster Computation for Flood Simulations.
High-Performance Computing and Networking. HPCN-Europe 2001. Lecture Notes in Computer Science (LNCS), Volume 2110, pp. 425-434, ISBN 3-540-42293-5, ISSN 0302-9743, DOI 10.1007/3-540-48228-8_43, Springer, Berlin, Heidelberg, 2001.