Find Research Outputs

Search in all content

Filters for Research Output

Search concepts
Selected filters

Publication Year

  • 2020
  • 2019
  • 2018
  • 2017
  • 2016
  • 2014
  • 2013
  • 2011

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

24 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

8 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)
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

15 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

12 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

6 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

26 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)
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

EEG biometric-based cryptographic key generation

Nguyen, D., Nguyen, B., Tran, D., Sharma, D. & Ma, W., 6 Dec 2016, p. 108-116. 9 p.

Research output: Contribution to conference (non-published works)Paper

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)

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

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

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)

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)

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

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)