Find Research Outputs

Search in all content

Filters for Research Output

Search concepts
Selected filters

Publication Year

  • 2020
  • 2019
  • 2018
  • 2017
  • 2016

Author

  • Dat Tran
2016

Fast Kernel-based Method for Anomaly Detection

Le, A., Le, T., Nguyen, K., Nguyen, V., Le, T. & TRAN, D., 2016, 2016 International Joint Conference on Neural Networks, IJCNN 2016. Chen, H. A. A. H. (ed.). United States of America: IEEE, Institute of Electrical and Electronics Engineers, p. 3211-3217 7 p. (Proceedings of the International Joint Conference on Neural Networks; vol. 2016-October).

Research output: A Conference proceeding or a Chapter in BookConference contribution

1 Citation (Scopus)
1 Downloads (Pure)
2017

Investigating the Impact of Epilepsy on EEG-based Cryptographic Key Generation Systems

Nguyen, D., Tran, D., Sharma, D. & Ma, W., 1 Sep 2017, Procedia Computer Science: International Conference on Knowledge Based and Intelligent Information and ENgineering Systems (KES 2017). 2017 ed. Netherlands: Elsevier, Vol. 112. p. 177-185 9 p. (Procedia Computer Science).

Research output: A Conference proceeding or a Chapter in BookConference contribution

Open Access
2 Citations (Scopus)
2018

On the Study of Impacts of Brain Conditions on EEG-based Cryptographic Key Generation Systems

NGUYEN, D., TRAN, D., SHARMA, D. & MA, W., Sep 2018, 22nd International Conference on Knowledge-Based and Intelligent Information and Engineering Systems (KES 2018). Howlett, R. J., Toro, C., Hicks, Y. & Jain, L. C. (eds.). Belgrade, Serbia: Elsevier B.V, Vol. 126. p. 713-722 10 p. (Procedia Computer Science; vol. 126).

Research output: A Conference proceeding or a Chapter in BookConference contribution

Open Access
File
6 Downloads (Pure)

Emotional Influences on Cryptographic Key Generation Systems using EEG signals

NGUYEN, D., TRAN, D., SHARMA, D. & MA, W., 3 Sep 2018, 22nd International Conference on Knowledge-Based and Intelligent Information and Engineering Systems, KES 2018. Howlett, R. J., Jain, L. C., Popovic, Z., Popovic, D., Vukosavic, S., Toro, C. & Hicks, Y. (eds.). Belgrade, Serbia: Elsevier, Vol. 126. p. 703-712 10 p. (Procedia Computer Science).

Research output: A Conference proceeding or a Chapter in BookConference contribution

Open Access
File
1 Citation (Scopus)
2 Downloads (Pure)
2019

EEG-Based Person Authentication System in Different Brain States

Tran, N., TRAN, D., LIU, S., MA, W. & PHAM, T., 16 May 2019, 9th International IEEE EMBS Conference on Neural Engineering, NER 2019. IEEE, Institute of Electrical and Electronics Engineers, p. 1050-1053 4 p. 8716949. (International IEEE/EMBS Conference on Neural Engineering, NER; vol. 2019-March).

Research output: A Conference proceeding or a Chapter in BookConference contribution

2 Citations (Scopus)
2018

Impact of lossy data compression techniques on EEG-based pattern recognition systems

NGUYEN, T. B., MA, W. & TRAN, D., 20 Aug 2018, 2018 24th International Conference on Pattern Recognition (ICPR). Beijing, PRC: IEEE, p. 2308-2313 6 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

2 Citations (Scopus)
2017

Wavelet transform and adaptive arithmetic coding techniques for EEG lossy compression

NGUYEN, T. B., Nguyen, D., Ma, W. & Tran, D., 14 May 2017, 2017 International Joint Conference on Neural Networks (IJCNN 2017) - Proceedings. Anchorage, USA: IEEE, Institute of Electrical and Electronics Engineers, p. 3153-3160 8 p. 7966249

Research output: A Conference proceeding or a Chapter in BookConference contribution

10 Citations (Scopus)

Decision tree algorithms for image data type identification

NGUYEN, K., TRAN, D., MA, W. & SHARMA, D., 2017, In : Interest Group in Pure and Applied Logics. Logic Journal. 25, 1, p. 67-82 16 p.

Research output: Contribution to journalArticle

2020

Improving SVM Classification on Imbalanced Datasets for EEG-Based Person Authentication

Tran, N., Tran, D., Liu, S., Trinh, L. & Pham, T., 1 Jan 2020, International Joint Conference: 12th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2019) and 10th International Conference on EUropean Transnational Education (ICEUTE 2019). CISIS 2019, ICEUTE 2019. Sáez Muñoz, J. A., Corchado, E., Martínez Álvarez, F., Troncoso Lora, A. & Quintián, H. (eds.). Switzerland: Springer, p. 57-66 10 p. (Advances in Intelligent Systems and Computing; vol. 951).

Research output: A Conference proceeding or a Chapter in BookConference contribution

1 Citation (Scopus)
2019

On the stability of a pass-thought security system in different brain states

Tran, N., Tran, D., Liu, S. & Pham, T., 9 Dec 2019, Neural Information Processing - 26th International Conference, ICONIP 2019: Proceedings Part 1. Gedeon, T., Wong, K. W. & Lee, M. (eds.). Netherlands: Springer - Adis, p. 556-567 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11953 LNCS).

Research output: A Conference proceeding or a Chapter in BookConference contribution

2018

A Study of Combined Lossy Compression and Seizure Detection on Epileptic EEG Signals

NGUYEN, T. B., MA, W. & TRAN, D., 3 Sep 2018, Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 22nd International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES-2018). Howlett, R. J., Toro, C., Hicks, Y. & Jain, L. C. (eds.). Belgrade, Serbia: Elsevier, Vol. 126. p. 156-165 10 p. (Procedia Computer Science).

Research output: A Conference proceeding or a Chapter in BookConference contribution

Open Access
File
3 Citations (Scopus)
5 Downloads (Pure)
2019

Deep Learning with XGBoost for Real Estate Appraisal

Zhao, Y., Chetty, G. & Tran, D., 6 Dec 2019, 2019 IEEE Symposium Series on Computational Intelligence, SSCI 2019. United States: IEEE, Institute of Electrical and Electronics Engineers, p. 1396-1401 6 p. 9002790. (2019 IEEE Symposium Series on Computational Intelligence, SSCI 2019).

Research output: A Conference proceeding or a Chapter in BookConference contribution

2016

A proposed pattern recognition framework for EEG-based smart blind watermarking system

Pham, D., Tran, D. & Ma, W., 4 Dec 2016, 2016 23rd International Conference on Pattern Recognition, ICPR 2016. IEEE, Institute of Electrical and Electronics Engineers, p. 955-960 6 p. 7899759

Research output: A Conference proceeding or a Chapter in BookConference contribution

Fuzzy Kernel Stochastic Gradient Descent Machines

Nguyen, T., Duong, P., Le, T., Le, A., Ngo, V., TRAN, D. & MA, W., 2016, 2016 International Joint Conference on Neural Networks (IJCNN). Abbass, H. A. & Chen, H. (eds.). United States of America: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 3226-3232 7 p. 7727611. (Proceedings of the International Joint Conference on Neural Networks; vol. 2016-October).

Research output: A Conference proceeding or a Chapter in BookConference contribution

1 Downloads (Pure)
2017

An intelligent learning-based watermarking scheme for outsourced biomedical time series data

Tran, D., Ma, W. & Pham, D., 30 Jun 2017, 2017 International Joint Conference on Neural Networks, IJCNN 2017 - Proceedings. USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. 2017-May. p. 4408-4415 8 p. 7966414. (Proceedings of the International Joint Conference on Neural Networks; vol. 2017-May).

Research output: A Conference proceeding or a Chapter in BookConference contribution

1 Citation (Scopus)
Open Access
File
2 Citations (Scopus)
10 Downloads (Pure)

EEG-Based random number generators

Nguyen, D., Tran, D., Ma, W. & Nguyen, K., 26 Jul 2017, Proceedings 11th International Conference on Network and System Security (NSS 2017): Lecture Notes in Computer Science. Yan, Z. (ed.). Cham, Switzerland: Springer-Verlag London Ltd., Vol. 10394. p. 248-256 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10394 LNCS).

Research output: A Conference proceeding or a Chapter in BookConference contribution

5 Citations (Scopus)

Experimental study on the effects of watermarking techniques on EEG-based application system performance

Pham, T. D., Tran, D. & Ma, W., 26 Oct 2017, Neural Information Processing - Proceedings of the 24th International Conference (ICONIP 2017). Guangzhou, China: Springer-Verlag London Ltd., p. 662-671 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10639 LNCS).

Research output: A Conference proceeding or a Chapter in BookConference contribution

On the Study of EEG-based Cryptographic Key Generation

Nguyen, D., Tran, D., Sharma, D. & Ma, W., 1 Sep 2017, Procedia Computer Science: International Conference on Kno wledge Based and Intelligent Information and Engineering Systems (KES2017). Marseille, France: Elsevier, Vol. 112. p. 936-945 10 p. (Procedia Computer Science).

Research output: A Conference proceeding or a Chapter in BookConference contribution

Open Access
3 Citations (Scopus)

Investigating the possibility of applying EEG lossy compression to EEG-based user authentication

NGUYEN, T. B., Nguyen, D., Ma, W. & Tran, D., 14 May 2017, 2017 International Joint Conference on Neural Networks, IJCNN 2017 - Proceedings. IEEE, Institute of Electrical and Electronics Engineers, Vol. 2017-May. p. 79-85 7 p. 7965839. (Proceedings of the International Joint Conference on Neural Networks; vol. 2017-May).

Research output: A Conference proceeding or a Chapter in BookConference contribution

12 Citations (Scopus)
2018

A Study of Combined Lossy Compression and Person Identification on EEG Signals

Nguyen, B., Ma, W. & Tran, D., 7 Jun 2018, International Joint Conference SOCO’18-CISIS’18-ICEUTE’18, San Sebastian, Spain, June 6-8 Proceedings. Grana, M., Lopez-Guede, J. M., Etxaniz, O., Herrero, A., Saez, J. A., Quintian, H. & Corchado, E. (eds.). Cham, Switzerland: Springer, Vol. 771. p. 449-458 10 p. (Advances in Intelligent Systems and Computing; vol. 771).

Research output: A Conference proceeding or a Chapter in BookConference contribution

1 Citation (Scopus)