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  • Dat Tran

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)

Adaptable Term Weighting Framework for Text Classification

Hyunh, D., Tran, D., Ma, W. & Sharma, D., 2011, Internationoal Conference on Computational Linguistics and Intelligent Text Processing (CICLing 2011): Lecture Notes in Computer Science. Gelbukh, A. F. (ed.). Berlin Heidelberg: Springer Verlag, Vol. 6609. p. 254-265 12 p.

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

1 Citation (Scopus)

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)

A General Aggregate Model for Improving Multi-class Brain-computer interface Systems' Performance

TRAN, D., HUANG, X. & 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. 1297-1301 5 p.

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

1 Citation (Scopus)

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)

An approach to detect network attacks applied for network forensics

TRAN, D., MA, W. & SHARMA, D., 2014, 2014 11th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2014. Han, S. & Li, T. (eds.). USA: IEEE, Institute of Electrical and Electronics Engineers, p. 655-660 6 p. 6980912. (2014 11th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2014).

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

4 Citations (Scopus)

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)

A New Approach For Constructing Missing Feature Values

Bani Ahmad, M. A. A., Chetty, G., Tran, D. & Sharma, D., 2012, In : International Journal of Intelligent Information Processing. 3, 1, p. 110-118 9 p.

Research output: Contribution to journalArticle

A new Approach to Bayesian Method for Face Recognition

Bui, L., Tran, D., Huang, X. & Chetty, G., 2012, Proceedings of the International Conference on Image Processing, Computer Vision, and Pattern Recognition IPCV'12. Arabnia, H. R. & Deligiannidis, L. (eds.). USA: CSREA Press, Vol. 1. p. 547-553 7 p.

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

Open Access

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)

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)

A new security model using multilayer approach for E-health services

Sulaiman, R., SHARMA, D., MA, W. & TRAN, D., 2011, In : Journal of Computer Science. 7, 11, p. 1691-1703 13 p.

Research output: Contribution to journalArticle

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

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)

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)

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)

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)

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

A proposed approach to compound file fragment identification

TRAN, D., MA, W. & SHARMA, D., 2014, Network and System Security - 8th International Conference, NSS 2014, Proceedings: 8th International Conference, NSS 2014 Xi’an, China, October 15-17, 2014 Proceedings. Carminati, B., Au, M. H. & Kuo, C-C. J. (eds.). Cham, Switzerland: Springer, Vol. 8792. p. 493-500 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8792).

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

1 Citation (Scopus)

A proposed blind DWT-SVD watermarking scheme for EEG data

Pham, D., TRAN, D. & MA, W., 2015, International Conference on Neural Information Processing (ICONIP 2015): Lecture notes in computer science. Arik, S., Huang, T., Lai, W. K. & Liu, Q. (eds.). Cham, Switzerland: Springer, Vol. 9492. p. 69-76 8 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

6 Citations (Scopus)
2 Downloads (Pure)

A Proposed Feature Extraction Method for EEG-based Person Identification

Tran, D., Huang, X. & Sharma, D., 2012, ICAI 2012 : Proceedings of the 2012 International Conference on Artificial Intelligence, WORLDCOMP'12 : Volume II. Arabnia, H. R. (ed.). USA: CSREA Press, Vol. 2. p. 826-831 6 p.

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

Open Access
39 Citations (Scopus)

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

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

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)

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)

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)

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)

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)

A unified model for support vector machine and support vector data description

Le, T., Tran, D., Ma, W. & Sharma, D., 2012, The 2012 International Joint Conference on Neural Networks (IJCNN). Abbass, H. (ed.). New York: IEEE, Institute of Electrical and Electronics Engineers, p. 1984-1991 8 p.

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

6 Citations (Scopus)
4 Downloads (Pure)

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)

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)

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)

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)

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)

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)

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

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

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)

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)

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)

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)

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)

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)

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

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)

Emotion Recognition Using the Emotiv EPOC Device

PHAM, T. D. & Tran, D., 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, Vol. 7667. p. 394-399 6 p.

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

33 Citations (Scopus)

Enhancing performance of EEG based emotion recognition systems using feature smoothing

PHAM, T. D., TRAN, D., MA, W. & Tran, N., 18 Nov 2015, International Conference on Neural Information processing (ICONIP 2015): Lecture notes in computer science. Arik, S., Huang, T., Lai, W. K. & Liu, Q. (eds.). Switzerland: Springer, Vol. 9492. p. 95-102 8 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

8 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

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)

Experiments on Using combined short window bivariate autoregression for EEG classification

Tran, D., Huang, X. & Sharma, D., 2011, Proceeding Annual International Conference of the IEEE Engineering in Medicine and Biology Society 2011. Akay, M. (ed.). Boston: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 372-375 4 p.

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

3 Citations (Scopus)

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)