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  • Dat Tran
2011

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)

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 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)

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)

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)

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)

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 Recognition Based on Gabor Features

Tran, D., Huang, X. & Chetty, G., 2011, Visual Information Processing EUVIP 2011, 3rd European Workshop. Beghdadi, A., Bouzerdoum, A., Boccignone, G. & Larabi, M-C. (eds.). Paris: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 264-269 6 p.

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

1 Citation (Scopus)
3 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)

Grammatical Dependency-Based Relations for Term Weighting in Text Classification

Hyunh, D., Tran, D., Ma, W. & Sharma, D., 2011, Pacific-Asia Conference on Knowledge Discovery and Data Mining PAKDD 2011: Advances in Knowledge Discovery and Data Mining . Zhexue, J., Cao, H. L. & Srivastava, J. (eds.). Berlin: Springer, Vol. 6634. p. 476-487 12 p. (LNCS (Lecture Notes in Computer Science); vol. 6634).

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

1 Citation (Scopus)

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)

Multiple Distribution Data Description Learning Method for Novelty Detection

Tran, D., Ma, W. & Sharma, D., 31 Jul 2011, The 2011 International Joint Conference on Neural Networks (IJCNN 2011). Minai, A. A. (ed.). San Jose, USA: IEEE, Vol. 1. p. 2321-2326 6 p.

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

9 Citations (Scopus)

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)

Novel Metrics for Face Recognition Using Local Binary Patterns

BUI, L., Tran, D., Huang, X. & Chetty, G., 2011, International Conference on Knowledge-Based and Intelligent Information and Engineering Systems: Lecture Notes in Artificial Intelligence. Kenig, A., Dengel, A., Hinkelmann, K., Kise, K., Howlett, R. J. & Jain, L. C. (eds.). Germany: Springer, Vol. 6881. p. 436-445 10 p.

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

3 Citations (Scopus)

Relation Learning- A New Approach to Face Recognition

Tran, D., Huang, X. & Chetty, G., 2011, International Conference on Advanced Concepts for Intelligent Vision System (ACIVS 2011): Lecture Notes in Computer Science. Belgium: Springer, Vol. 6915. p. 566-575 10 p.

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

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

10 Citations (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 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
38 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

5 Citations (Scopus)
4 Downloads (Pure)

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)

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

30 Citations (Scopus)

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

2 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)

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)

Human Identification with Electroencephalogram (EEG) Signal Processing

Huang, X., Altahat, S., Tran, D. & Sharma, D., 2012, 2012 International Symposium on Communications and Information Technologies. Bouzerdoum, S., Heinlich, M. & Liu, R. O. (eds.). Australia: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 1026-1031 6 p.

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

15 Citations (Scopus)

Hybrid Approach for Diagnosing Thyroid, Hepatitis, and Breast Cancer Based on Correlation Based Feature Selection and Naïve Bayes

Bani Ahmad, M. A. A., Chetty, G., Tran, D. & Sharma, 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.). Berlin, Germany: Springer, Vol. 7666. p. 272-280 9 p.

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

4 Citations (Scopus)

Identifying people using RMS spatial pattern of EEG signal

Altahat, S., Huang, X., Tran, D. & Sharma, D., 2012, International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP 2012): Lecture Notes in Computer Science. Xiang, Y., Stojmenovic, I., Apduhan, B. O., Wang, G., Nakano, K. & Zomaya, A. (eds.). Japan: Springer, Vol. 7440. p. 310-318 9 p.

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

Information technologies: opportunities and challenges in personal healthcare systems

Ma, W., Tran, D., Hong, L., Zhou, S-M., Oh, B., Waddington, G., Sharma, D., Sirisaengtaksin, O., Scarvell, J., McGrath, T. & Huynh, D., 2012, In : International Journal of Healthcare Technology and Management. 13, 5/6, p. 345-362 18 p.

Research output: Contribution to journalArticle

Kinect Academy

ANDERSON, S., Pham, V., Parajuli, M., Pham, A., Khan, M., Tran, D. & Sharma, D., 2012, Fronties in Education: Computer Science and Computer Engineering. Arabnia, H. R. (ed.). USA: CSREA Press, p. 1-4 4 p.

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

Open Access

Maximal Margin Approach to Kernel Generalised Learning Vector Quantisation for Brain-Computer Interface

Le, T., Tran, D., Hoang, T. & Sharma, 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. 7665. p. 191-198 8 p.

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

2 Downloads (Pure)

Modeling the Mental Differentiation Task with EEG

Vo, T., Gedeon, T. & 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 Verlag, Vol. 7664. p. 357-364 8 p.

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

Multi-sphere support vector data description for brain-computer interface

Nguyen, P., Tran, D., Le, T., Hoang, T. & Sharma, D., 2012, The 4th International Conference on Communications Electronics (ICCE). Quynh, N. X., Park, J. & D.Graglia, R. (eds.). USA: IEEE, Institute of Electrical and Electronics Engineers, p. 318-321 4 p.

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

6 Citations (Scopus)

People Identification with RMS-Based Spatial Pattern of EEG Signal

Altahat, S., Huang, X., Tran, D. & Sharma, D., 2012, International Conference on 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. 310-318 9 p.

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

2 Citations (Scopus)

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

Senior Health Monitoring Using Kinect

Tran, D., Ma, W. & Sharma, D., 2012, The 4th International Conference on Communications Electronics (ICCE). Quynh, N. X., Park, J. & Graglia, R. D. (eds.). USA: IEEE, Institute of Electrical and Electronics Engineers, p. 309-312 4 p.

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

41 Citations (Scopus)

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

2013

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)

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 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 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)

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 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

11 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

Fuzzy Entropy Semi-Supervised Support Vector Data Description

LE, T. M., TRAN, D., Tran, T., Nyugen, K. & 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. 2339-2343 5 p.

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

5 Citations (Scopus)

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)

High order moment features for NIRS-based classification problems

Hoang, T., Tran, D., Truong, K., Nguyen, P., Vo Van, T., Huang, X. & SHARMA, D., 1 Jan 2013, 4th International Conference on Biomedical Engineering in Vietnam. Van Vo, T., Toan, N. B., Khoa, T. Q. D. & Phoung, T. H. L. (eds.). Vietnam: Springer, Vol. 40 IFMBE. p. 4-7 4 p.

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

2 Citations (Scopus)

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)

Improved HOG Descriptors in Image Classification with CP Demonstration

Vo, T., TRAN, D., MA, W. & NGUYEN, K., 2013, International Conference on Neural Information Processing (ICONIP 2013): Lecture Notes in Computer Science. Lee, M., Hirose, A., Hou, Z-G. & Kil, R. M. (eds.). Germany: Springer, Vol. 8228. p. 384-391 8 p.

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

2 Citations (Scopus)