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  • Dat Tran
2013

Efficiency of sensor devices used in dynamic solar tracking systems

HUANG, X., TRAN, D. & Balogun, E., 2013, Applied Mechanics and Materials. Wohlbier, T. & Hu, X. P. (eds.). Zurich-Durten: Trans Tech Publications, Vol. 448-458. p. 1437-1445 9 p.

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

A revolution in green energy: Solar tracking system

HUANG, X. & TRAN, D., 2013, Proceeding of the International Conference & Exhibition on Clean Energy, ICCE 2013. Canada: International academy of energy, Vol. 1. p. 352-368 17 p.

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

2014

A robust fingerprint watermark-based authentication scheme in H.264/AVC video

Le, B., Nguyen, H. & TRAN, D., 2014, In : Vietnam Journal of Computer Science. 1, 3, p. 193-206 14 p.

Research output: Contribution to journalArticle

Open Access
File
7 Downloads (Pure)
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)
2013

EEG-Based Person Verification Using Multi-Sphere SVDD and UBM

NGUYEN, P., TRAN, D., Le, T., HUANG, X. & MA, W., 2013, Pacific-Asia Conference on Knowledge Discovery and Data Mining: Lecture Notes in Computer Science. Goebel, R., Tanaka, Y. & Wahlster, W. (eds.). Australia: Springer, Vol. 7818. p. 289-300 12 p.

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

11 Citations (Scopus)
1 Downloads (Pure)

Age and Gender Classification Using EEG Paralinguistic Features

TRAN, D., HUANG, X. & MA, W., 2013, The 6th IEEE/EMBS Conference on Neural Engineering (NER). Sunagawa, K., Roux, C., Tamura, T., Lovell, N. & Makikawa, M. (eds.). USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 1295-1298 4 p.

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

14 Citations (Scopus)
2014

EEG-Based User Authentication Using Artifacts

PHAM, T., MA, W., TRAN, D., NGUYEN, P. & PHUNG, D., 2014, International Joint Conference SOCO’14-CISIS’14-ICEUTE’14: Bilbao, Spain, June 25th–27th, 2014, Proceedings. de la Puerta, J. G., Ferreira, I. G., Bringas, P. G., Klett, F., Abraham, A., de Carvalho, A. C. P. L. F., Herrero, Á., Baruque, B., Quintián, H. & Corchado, E. (eds.). Cham, Switzerland: Springer, Vol. 299. p. 343-353 10 p. (Advances in Intelligent Systems and Computing; vol. 299).

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

5 Citations (Scopus)
2013

A Study on the Feasibility of Using EEG Signals for Authentication Purpose

MA, W., TRAN, D. & Nguyen, P., 2013, Proceedings of the 20th International Conference on Neural Information Processing (ICONIP 2013), Part II: Lecture Notes in Computer Science. Lee, M., Hirose, A., Hou, Z-G. & Kil, R. M. (eds.). Heidelberg: Springer, Vol. 8227. p. 562-569 8 p.

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

12 Citations (Scopus)
6 Downloads (Pure)
2011

An Efficient Local and Global Model for Image Segmentation

Thieu, Q. T., Luong, M., Rocchisani, J-M., Tran, D. & Viennet, E., 2011, The 2011 International Conference on Advanced Technologies for Communications. Bui, D-H. & Tran, X-T. (eds.). Piscataway USA: IEEE, Vol. 1. p. 260-263 4 p.

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

1 Citation (Scopus)
2014

Contextual Analysis for the Representation of Words

HUYNH, D., TRAN, D. & MA, W., 2014, In : IAENG International Journal of Computer Science. 41, 2, p. 148-152 5 p.

Research output: Contribution to journalArticle

Open Access
4 Citations (Scopus)
2015

A study on the stability of EEG signals for user authentication

PHAM, T., MA, W., TRAN, D., Tran, D. S. & PHUNG, D., 2015, 2015 7th International IEEE/EMBS Conference on Neural Engineering (NER). Piscataway, NJ, USA: IEEE, Institute of Electrical and Electronics Engineers, p. 122-125 4 p.

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

11 Citations (Scopus)
2014

Combination Features for Semantic Similarity Measure

HUYNH, D., TRAN, D. & MA, W., 2014, Proceedings of the International MultiConference of Engineers and Computer Scientists 2014. Ao, S. I., Castillo, O., Douglas, C., Feng, D. D. & Lee, J-A. (eds.). Hong Kong: Newswood Limited, Vol. 2209. p. 324-327 4 p. (Lecture Notes in Engineering and Computer Science).

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

Open Access
2 Citations (Scopus)

Robust support vector machine

Le, T., Tran, D., Ma, W., Pham, T., Duong, P. & Nguyen, M., 3 Sep 2014, 2014 International Joint Conference on Neural Networks. Beijing, China: IEEE, Institute of Electrical and Electronics Engineers, p. 4137-4144 8 p.

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

4 Citations (Scopus)
2013

Fuzzy Multi-Sphere Support Vector Data Description: Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2013)

LE, T. M., TRAN, D. & MA, W., 2013, Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2013). Pei, J., Tseny, V. S., Cao, L., Motoda, H. & Xu, G. (eds.). Berlin: Springer, Vol. 7819. p. 570-581 12 p.

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

5 Citations (Scopus)
2014

Chaos-based S-box for lightweight block cipher

Hue, T. & TRAN, D., 2014, 2014 IEEE Fifth International Conference on Communications and Electronics (ICCE). Quynh, N. X. (ed.). USA: IEEE, Institute of Electrical and Electronics Engineers, p. 572-577 6 p. 6916765. (2014 IEEE 5th International Conference on Communications and Electronics, IEEE ICCE 2014).

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

3 Citations (Scopus)
2013

Approximation-based Common Principal Component for feature extraction in multi-class Brain-Computer Interfaces

Tran, D. & Huang, X., 2013, Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. Lotito, J. M. (ed.). London: IEEE, Institute of Electrical and Electronics Engineers, Vol. 40. p. 5061-5064 4 p.

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

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)
2014

A new approach to executable file fragment detection in network forensics

TRAN, D., MA, W. & SHARMA, D., 2014, International Conference on Network and System Security (NSS 2014). Au, M. H., Carminati, B. & Kuo, C. -C. J. (eds.). Germany: Springer, Vol. 8792. p. 510-517 8 p. (Lecture Notes in Computer Science; vol. 8792).

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

2 Downloads (Pure)

The impact of data fragment sizes on file type recognition

TRAN, D., MA, W. & SHARMA, D., 2014, 2014 10th International Conference on Natural Computation, ICNC 2014. Han, S. & Li, T. (eds.). China: IEEE, Institute of Electrical and Electronics Engineers, p. 748-752 5 p. 6975930. (2014 10th International Conference on Natural Computation, ICNC 2014).

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

1 Citation (Scopus)
2012

Securing online communications using MLC and MAS in E- health

Sulaiman, R., Sharma, D., Ma, W. & Tran, D., 2012, In : Australian Journal of Basic and Applied Sciences. 6, 9, p. 588-604 17 p.

Research output: Contribution to journalArticle

Time Domain Parameters for Online Feedback fNIRS-Based Brain-Computer Interface Systems

Hoang, T., Tran, D., Khoa, T., Le, T., Huang, X., Sharma, D. & Van, T., 2012, International Conference on Neural Information Processing (ICONIP 2012): Lecture Notes in Computer Science. Huang, T., Zeng, Z., Li, C. & Leung, C. S. (eds.). Germany: Springer Verlag, Vol. 7664. p. 192-201 10 p.

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

2017

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)
2012

Deterministic Annealing Multi-sphere Support Vector Data Description

Le, T., Tran, D., Ma, W. & Sharma, D., 2012, International Conference on Neural Information Processing: Lecture Notes in Computer Science. Huang, T., Zeng, Z., Li, C. & Leung, C. S. (eds.). Berlin Heidellberg, Germany: Springer, Vol. 7665. p. 183-190 8 p.

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

1 Citation (Scopus)
3 Downloads (Pure)

Fuzzy Multi-Sphere Support Vector Data Description: International Conference on Fuzzy Systems (FUZZ-IEEE)

Le, T., Tran, D., Ma, W. & Sharma, D., 2012, 2012 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). Abbass, H. (ed.). New York: IEEE, Institute of Electrical and Electronics Engineers, p. 1956-1960 5 p.

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

4 Citations (Scopus)
1 Downloads (Pure)
2011

Multiple distribution data description learning algorithm for novelty detection

Le, T., Tran, D., Ma, W. & Sharma, D., 2011, Advances in Knowledge Discovery and Data Mining: 15th Pacific-Asia Conference, PAKDD 2011, Proceedings, Part II. Huang, J. Z., Cao, L. & Srivastava, J. (eds.). Berlin, Germany: Springer, p. 246-257 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6635 LNAI, no. PART 2).

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

3 Citations (Scopus)
2015

A New Approach to Compressed File Fragment Identification

NGUYEN, K., TRAN, D., MA, W. & SHARMA, D., 2015, International Joint Conference CISIS 2015 and ICEUTE 2015: CISIS'15 and ICEUTE'15. Herrero, A., Baruque, B., Sedano, J., Quintian, H. & Corchado, E. (eds.). Cham, Switzerland: Springer, Vol. 369. p. 377-387 11 p. (Advances in Intelligent Systems and Computing; vol. 369).

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

1 Citation (Scopus)
2011

Multi-sphere support vector clustering

Le, T., Tran, D., Nguyen, P., Ma, W. & Sharma, D., 2011, Neural Information Processing: 18th International Conference, ICONIP 2011, Proceedings, Part II. Lu, B-L., Zhang, L. & Kwok, J. (eds.). Berlin, Germany, p. 537-544 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7063 LNCS, no. PART 2).

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

1 Citation (Scopus)

A Novel Parameter Refinement Approach to One Class Support Vector Machine

Tran, D., Ma, W. & Sharma, D., 2011, International Conference on Neural Information Processing (ICONIP 2011): Lecture Notes in Computer Science. Lu, B-L., Zhang, L. & Kwok, J. (eds.). Berlin Heidelberg: Springer Verlag, Vol. 7063. p. 529-536 8 p.

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

1 Citation (Scopus)
4 Downloads (Pure)
2012

Experiments on Synchronous Nonlinear Features for 2-Class NIRS-Based Motor Imagery Problem

Hoang, T., Tran, D., Nguyen, P., Sharma, D., Khoa, T., Nguyen, P. & Huang, X., 2012, The 4th International Conference on the Development of Biomedical Engineering. Van Toi, V., Toan, N. B., Khoa, T. Q. D. & Phoung, T. H. L. (eds.). Vietnam: Springer, Vol. 1. p. 8-12 5 p.

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

3 Citations (Scopus)
2011

A new term ranking method based on relation extraction and graph model for text classification

Hyunh, D., Tran, D., Ma, W. & Sharma, D., 17 Jan 2011, ASCS '11 Proceedings of Thirty-Fourth Australasian Computer Science Conference. Reynold, M. (ed.). Darlinghurst, Australia: Australian Computer Society, Vol. 113. p. 145-152 7 p.

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

Open Access
3 Citations (Scopus)
2 Downloads (Pure)

Generalized Support Vector Machine for Brain-Computer Interface

Tran, D., Ma, W. & Sharma, D., 2011, International Conference on Neural Information Processing (ICONIP 2011): Lecture Notes in Computer Science. Lu, B-L., Zhang, L. & Kwok, J. (eds.). Germany: Springer, Vol. 7062. p. 692-700 9 p.

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

2 Citations (Scopus)
6 Downloads (Pure)
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)

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

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)
2015

Tensor decomposition and application in image classification with histogram of oriented gradients

TRAN, D., MA, W. & VO, T., 1 Oct 2015, In : Neurocomputing. 165, 5, p. 38-45 8 p.

Research output: Contribution to journalArticle

10 Citations (Scopus)
2013

EEG-Based User Authentication in Multilevel Security Systems

MA, W. & TRAN, D., 2013, International Conference on Advanced Data Mining and Applications (ADMA 2013): Lecture Notes in Computer Science. Goebel, R., Tanaka, Y. & WolfgangWahlster (eds.). Berlin Heidelberg: Springer, Vol. 8347. p. 513-523 11 p.

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

12 Citations (Scopus)

Motor imagery EEG-based person verification

Tran, D., Huang, X. & Ma, W., 2013, International Work-Conference on Artificial Neural Networks: Advances in Computational Intelligence IWANN 2013. Rojas, I., Joya, G. & Gabestany, J. (eds.). Berlin: Springer, Vol. 2. p. 430-438 9 p.

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

12 Citations (Scopus)
3 Downloads (Pure)
2014

A novel sphere-based maximum margin classification method

TRAN, D., HUANG, X. & MA, W., 2014, 2014 22nd International Conference on Pattern Recognition. Heyden, A., Laurendeau, D. & Felsberg, M. (eds.). USA: IEEE, Institute of Electrical and Electronics Engineers, p. 620-624 5 p. 6976827. (Proceedings - International Conference on Pattern Recognition).

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

5 Downloads (Pure)
2013

Maximal Margin Learning Vector Quantisation

TRAN, D., Nguyen, V. & MA, W., 2013, The 2013 International Joint Conference on Neural Networks (IJCNN). Angelov, P. & Levine, D. (eds.). USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 1668-1673 6 p.

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

2015

Graph-based semi-supervised support vector data description for novelty detection

Duong, P., Nguyen, V., Dinh, M., Le, T., TRAN, D. & MA, W., 2015, 2015 International joint conference on neural networks (IJCNN 2015). Hussain, A. (ed.). USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 1985-1990 6 p. 7280565. (Proceedings of the International Joint Conference on Neural Networks; vol. 2015-September).

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

7 Citations (Scopus)
3 Downloads (Pure)
2012

A Comprehensive Survey of the Feature Extraction Methods in the EEG Research

Ma, W., Tran, D. & Campbell, J., 2012, Algorithms and Architectures for Parallel Processing (ICA3PP 2012): Lecture Notes in Computer Science. Xiang, Y., Stojmenovic, I., Apduhan, B. O., Wang, G., Koji, N. & Albert, Y. Z. (eds.). Berlin Heidelberg: Springer, Vol. 7440. p. 274-283 10 p.

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

11 Citations (Scopus)
2013

Human Identification with electroencephalogram (EEG) for future network security

HUANG, X., Altahat, S., TRAN, D. & Shutao, L., 2013, International Conference on Network and System Security (NSS 2013): Lecture Notes in Computer Science. Lopez, J., Huang, X. & Sandhu, R. (eds.). Spain: Springer, Vol. 7873. p. 575-581 7 p.

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

1 Citation (Scopus)
1 Downloads (Pure)
2015

Conditional Entropy Approach to Multichannel EEG-Based Person Identification

PHUNG, D., TRAN, D., MA, W. & PHAM, T., 2015, International Joint Conference CISIS 2015 and ICEUTE 2015: CISIS'15 and ICEUTE'15. Herrero, A., Baruque, B., Sedano, J., Quintian, H. & Corchado, E. (eds.). Cham, Switzerland: Springer, Vol. 369. p. 157-165 9 p. (Advances in Intelligent Systems and Computing ; vol. 369).

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

2 Citations (Scopus)
2014

Cryptanalysis and security improvement for selective image encryption

TRAN, D., 2014, In : The European Physical Journal. Special Topics. 223, 8, p. 1635-1646 12 p.

Research output: Contribution to journalArticle

5 Citations (Scopus)
Open Access
3 Citations (Scopus)
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

2012

Face gender classification based on active appearance model and fuzzy k-nearest neighbors

Bui, L., Tran, D., Huang, X. & Chetty, G., 2012, Proceedings Of The 2012 International Conference On Image Processing, Computer Vision, & Pattern Recognition (IPVC 2012) : Vol. 2. Arabnia, H. R. & Deligiannidis, L. (eds.). USA: CSREA Press, Vol. 2. p. 617-621 5 p.

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

Open Access
5 Citations (Scopus)
2011

Classification of Gender and Face Based on Gradient Faces

Tran, D., Huang, X. & Chetty, G., 2011, The 3rd European Workshop on Visual Information Processing. Beghdadi, A., Bouzerdoum, A., Boccignone, G. & Larabi, M-C. (eds.). Paris: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 269-272 4 p.

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

5 Citations (Scopus)
2015

Analysing the robust EEG channel set for person authentication

Altahat, S., CHETTY, G., TRAN, D. & MA, W., 2015, International Conference on Neural Information Processing (ICONIP): Lecture Notes in Computer Science (LNCS). Arik, S., Huang, T., Lai, W. K. & Liu, Q. (eds.). Istanbul: Springer, Vol. 9492. p. 162-173 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9492).

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

4 Citations (Scopus)
2 Downloads (Pure)