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Author

  • Wanli Ma
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)

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)

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)

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)

Impact of restrictive composition policy on user password choices

Campbell, J., Ma, W. & Kleeman, D., 2011, In : Behaviour and Information Technology. 30, 3, p. 379-388 10 p.

Research output: Contribution to journalArticle

23 Citations (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)
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)

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)

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)

Enhancing Security in E-Health Communications using Muti-agent System

Sulaiman, R., Sharma, D. & Ma, W., 2012, In : Journal of Computer Science. 8, 5, p. 637-647 11 p.

Research output: Contribution to journalArticle

Open Access
File

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)

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

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)
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)

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 Age and Gender Recognition Using Tensor Decomposition and Speech Feature

HUANG, X. & MA, W., 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.). Berlin Heidelberg: Springer, Vol. 8227. p. 632-639 8 p.

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

5 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

12 Citations (Scopus)

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)

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

3 Citations (Scopus)

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

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)

Object Recognition in a Context-Aware Application

VO, T., TRAN, D. & MA, W., 4 Aug 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. 2817-2824 8 p.

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

2 Downloads (Pure)

Parallel Support Vector Data Description

TRAN, D., HUANG, X. & MA, W., 2013, International Work-Conference on Artificial Neural Networks:Advances in Computational Intelligence (IWANN 2013): Lecture Notes in Computer Science. Rojas, I., Joya, G. & Gabestany, J. (eds.). Berlin: Springer, Vol. 7902. p. 280-290 11 p.

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

2 Citations (Scopus)
1 Downloads (Pure)

Proximity multi-sphere support vector clustering

TRAN, D., MA, W. & SHARMA, D., 2013, In : Neural Computing and Applications. 22, 7-8, p. 1309-1319 11 p.

Research output: Contribution to journalArticle

9 Citations (Scopus)
2014

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)

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 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)

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)

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)

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)

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)

Investigating the impacts of epilepsy on EEG-based person identification systems

Phung, D., TRAN, D., MA, W., Nguyen, P. & Pham, T., 6 Jul 2014, 2014 International Joint Conference on Neural Networks (IJCNN). Liu, D. & Si, J. (eds.). USA: IEEE, Institute of Electrical and Electronics Engineers, p. 3644-3648 5 p. 6889567. (Proceedings of the International Joint Conference on Neural Networks).

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

4 Citations (Scopus)
3 Downloads (Pure)

Multi-factor EEG-based user authentication

Pham, T., MA, W., TRAN, D., Nguyen, P. & PHUNG, D., 2014, 2014 International Joint Conference on Neural Networks (IJCNN). Liu, D. & Si, J. (eds.). USA: IEEE, Institute of Electrical and Electronics Engineers, p. 4029-4034 6 p. (Proceedings of the International Joint Conference on Neural Networks).

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

25 Citations (Scopus)
1 Downloads (Pure)

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)

Tensor Decomposition of Dense SIFT Descriptors in Object Recognition

Vo, T., TRAN, D. & MA, W., 23 Apr 2014, ESANN 2014 European Symposium of Artificial Neural Networks, Computational Intelligence and Machine Learning. Verleysen, M. (ed.). Bruges, Belgium: European Symposium of Artificial Neural Networks, Vol. 1. p. 319-324 6 p. (22nd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2014 - Proceedings).

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

Open Access

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)

Using EEG artifacts for BCI applications

MA, W., TRAN, D., Le, T., Lin, H. & Zhou, S-M., 6 Jul 2014, 2014 International Joint Conference on Neural Networks (IJCNN). Liu, D. & Si, J. (eds.). USA: IEEE, Institute of Electrical and Electronics Engineers, p. 3628-3635 8 p. 6889496. (Proceedings of the International Joint Conference on Neural Networks).

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

7 Citations (Scopus)

Using Shannon Entropy as EEG Signal Feature for Fast Person Identification

TRAN, D., MA, W. & Nguyen, P., 23 Apr 2014, 22nd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2014 - Proceedings. Verleysen, M. (ed.). Belgium: Symposium on Artifical Neural Networks, Vol. 1. p. 413-418 6 p. (22nd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2014 - Proceedings).

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

Open Access
26 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)

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 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 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)