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Research Output 2005 2019

2019
2 Citations (Scopus)

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

Electroencephalography
Authentication
Brain
Security systems
Neurons
2018
1 Citation (Scopus)

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

Electroencephalography
Identification (control systems)
Biometrics
2 Citations (Scopus)
3 Downloads (Pure)

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
Electroencephalography
1 Citation (Scopus)
2 Downloads (Pure)

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
Electroencephalography
Error correction
Feature extraction
Experiments
1 Citation (Scopus)

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

Pattern recognition systems
Data compression
Electroencephalography
Experiments
1 Downloads (Pure)

On the Study of Impacts of Brain Conditions on EEG-based Cryptographic Key Generation Systems

NGUYEN, D., TRAN, D., SHARMA, D. & MA, W., Sep 2018, 22nd International Conference on Knowledge-Based and Intelligent Information and Engineering Systems (KES 2018). Howlett, R. J., Toro, C., Hicks, Y. & Jain, L. C. (eds.). Belgrade, Serbia: Elsevier B.V, Vol. 126. p. 713-722 10 p. (Procedia Computer Science; vol. 126).

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

Open Access
File
Electroencephalography
Brain
Error correction
Alcohols
Experiments
2017
1 Citation (Scopus)

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

Watermarking
Learning algorithms
Time series
Data description
Electroencephalography

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

File
Decision Tree
Compression
Entropy
Experiment
4 Citations (Scopus)

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

Random number Generator
Electroencephalography
Pseudorandom number Generator
Statistical tests
Random number

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

Watermarking
Electroencephalography
System Performance
Experimental Study
Emotion Recognition
2 Citations (Scopus)

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
Electroencephalography
Error correction
Brain
Experiments
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

Electroencephalography
Authentication
Biometrics
Experiments
1 Citation (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
Biometrics
Electroencephalography
Data mining
Bioelectric potentials
Security systems
2 Citations (Scopus)
10 Downloads (Pure)
Open Access
File
Watermarking
Data mining
Time series
Electroencephalography
Electrocardiography
9 Citations (Scopus)

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

Electroencephalography
Wavelet transforms
Brain computer interface
Security systems
Authentication
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

Data description
Digital watermarking
Watermarking
Electroencephalography
Pattern recognition
1 Downloads (Pure)

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

Geometry
Sampling
2015
3 Citations (Scopus)
2 Downloads (Pure)

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

Electroencephalography
Authentication
1 Citation (Scopus)

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

Learning systems
Entropy
Experiments
Digital forensics
6 Citations (Scopus)
2 Downloads (Pure)

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

Discrete wavelet transforms
Watermarking
Singular value decomposition
Electroencephalography
Telemedicine
10 Citations (Scopus)

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

Electroencephalography
Authentication
Biometrics
Brain
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

Electroencephalography
Entropy
Feature extraction
Brain
Biometrics
6 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

Electroencephalography
Power spectral density
Contamination
6 Citations (Scopus)
3 Downloads (Pure)

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

Data description
Supervised learning
Experiments

Investigating the Impacts of Brain Conditions on EEG-Based Person Identification

PHUNG, D., TRAN, D., MA, W. & PHAM, T., 27 May 2015, International Joint Conference CISIS 2015 and ICEUTE 2015. Herrero, A., Baruque, B., Sedano, J., Quintian, H. & Corchado, E. (eds.). Springer, Vol. 369. p. 145-155 11 p. (Advances in Intelligent Systems and Computing; vol. 369).

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

Electroencephalography
Brain
Alcohols
Entropy
Biometrics
3 Citations (Scopus)
1 Downloads (Pure)

Least square support vector machine for large scale dataset

Nguyen, K., Le, T., Lai, V., Nguyen, D., TRAN, D. & MA, W., 2015, 2015 International Joint Conference on Neural Networks, IJCNN 2015. Hussain, A. (ed.). USA: IEEE, Vol. 1. p. 2057-2065 9 p. (Proceedings of the International Joint Conference on Neural Networks; vol. 2015-September).

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

Support vector machines
Experiments
10 Citations (Scopus)

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

Image classification
Tensors
Decomposition
Aptitude
Data Mining
2014
3 Citations (Scopus)

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

Packet networks
Learning systems
Entropy
Digital forensics
2 Downloads (Pure)

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

Network security
Entropy
Digital forensics
5 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

Data description
1 Citation (Scopus)

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

Learning systems
Entropy
Experiments
2 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
Semantics
4 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
Semantics
5 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

Electroencephalography
Authentication
Contamination
Bioelectric potentials
Security systems
4 Citations (Scopus)
3 Downloads (Pure)

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

Electroencephalography
Identification (control systems)
Biometrics
Feature extraction
Brain
23 Citations (Scopus)
1 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

Electroencephalography
Authentication
Biometrics
Brain computer interface
Wheelchairs
3 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

Support vector machines
Experiments

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
Object recognition
Tensors
Decomposition
Image classification
Computer vision
1 Citation (Scopus)

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

Packet networks
Viruses
Learning systems
Scanning
Recovery
6 Citations (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

Brain computer interface
Electroencephalography
Brain
Contamination
Health
19 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
Electroencephalography
Entropy
Feature extraction
Brain
Nonlinear analysis
2013
13 Citations (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

Electroencephalography
Psychophysiology
Brain computer interface
1 Citation (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

Brain computer interface
Brain
Design of experiments
Feature extraction
Experiments
11 Citations (Scopus)
6 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

Electroencephalography
Authentication
Biometrics
Security systems
Brain
4 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

Electroencephalography
Tensors
Decomposition
Brain computer interface
10 Citations (Scopus)
1 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

Electroencephalography
Data description
Brain
11 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

Electroencephalography
Security systems
Authentication
Biometrics
Processing
5 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

Data description
Entropy
Labeling
Supervised learning
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

Data description
Data mining
2 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

Image classification
Demonstrations
Computer vision
Tensors
Support vector machines