1994 …2024

Research activity per year

Filter
Conference contribution

Search results

  • 2021

    Application of Deep Learning in Automated Meal Recognition

    Mao, J., Tran, D., Ma, W., Naumovski, N., Kellett, J., martinez-marroquin, E. & Slattery, A., 5 Jan 2021, 2020 IEEE Symposium Series on Computational Intelligence (SSCI). Abbass, H., Coello Coello, C. A. & Singh, H. K. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 58-63 6 p. 9308482. (2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020).

    Research output: A Conference proceeding or a Chapter in BookConference contributionpeer-review

    2 Citations (Scopus)
  • Static Analysis for Android Malware detection with Document Vectors

    Raghav, U., Martinez-Marroquin, E. & Ma, W., 2021, Proceedings - 21st IEEE International Conference on Data Mining Workshops, ICDMW 2021. Xue, B., Pechenizkiy, M. & Koh, Y. S. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 805-812 8 p. (IEEE International Conference on Data Mining Workshops, ICDMW; vol. 2021-December).

    Research output: A Conference proceeding or a Chapter in BookConference contributionpeer-review

    3 Citations (Scopus)
  • 2020

    Wavelet-based denoising for EEG-based pattern recognition systems

    Nguyen, B., Ma, W., Tran, D. & Chung, Y., 1 Dec 2020, 2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020. Abbass, H., Coello Coello, C. A. & Singh, H. K. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 1249-1256 8 p. 9308421. (2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020).

    Research output: A Conference proceeding or a Chapter in BookConference contributionpeer-review

    2 Citations (Scopus)
  • 2019

    A Study on Combing EEG signals and Crytography for Bitcoin security

    Nguyen, B., Tran, D. & Ma, W., Dec 2019, Neural Information Processing: 26th International Conference, ICONIP 2019, Sydney, NSW, Australia, December 12–15, 2019, Proceedings, Part IV. Gedeon, T., Wong, K. W. & Lee, M. (eds.). 4 ed. Switzerland: Springer, Vol. 15. p. 1-9 9 p. (Communications in Computer and Information Science; vol. 1142).

    Research output: A Conference proceeding or a Chapter in BookConference contributionpeer-review

  • Deep learning approach to biogeographical ancestry inference

    Qu, Y., Tran, D. & Ma, W., 2019, 23rd KES International Conference on Knowledge-Based and Intelligent Information & Engineering Systems KES2019. Rudas, I. J., Janos, C., Toro, C., Botzheim, J., Howlett, R. J. & Jain, L. C. (eds.). Netherlands: Elsevier, Vol. 159. p. 552-561 10 p. (Procedia Computer Science).

    Research output: A Conference proceeding or a Chapter in BookConference contributionpeer-review

    Open Access
    File
    4 Citations (Scopus)
    83 Downloads (Pure)
  • EEG-Based Person Authentication System in Different Brain States

    Tran, N., TRAN, D., LIU, S., MA, W. & PHAM, T., 16 May 2019, 9th International IEEE EMBS Conference on Neural Engineering, NER 2019. IEEE, Institute of Electrical and Electronics Engineers, p. 1050-1053 4 p. 8716949. (International IEEE/EMBS Conference on Neural Engineering, NER; vol. 2019-March).

    Research output: A Conference proceeding or a Chapter in BookConference contributionpeer-review

    6 Citations (Scopus)
  • EEG-Based Person Authentication with Variational Universal Background Model

    Tran, H., Tran, D., Ma, W. & Nguyen, P., 1 Jan 2019, Network and System Security - 13th International Conference, NSS 2019, Proceedings. Liu, J. K. & Huang, X. (eds.). Netherlands: Springer, p. 418-432 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11928 LNCS).

    Research output: A Conference proceeding or a Chapter in BookConference contributionpeer-review

  • Investigating the effects of lossy compression on age, gender and alcoholic information in EEG signals

    Nguyen, B., Ma, W. & Tran, D., 2019, 23rd KES International Conference on Knowledge-Based and Intelligent Information & Engineering Systems KES2019. Rudas, I. J., Janos, C., Toro, C., Botzheim, J., Howlett, R. J. & Jain, L. C. (eds.). Netherlands: Elsevier, Vol. 159. p. 231-240 10 p. (Procedia Computer Science).

    Research output: A Conference proceeding or a Chapter in BookConference contributionpeer-review

    Open Access
    File
    2 Citations (Scopus)
    55 Downloads (Pure)
  • vUBM: A variational universal background model for EEG-based person authentication

    Tran, H., Tran, D., Ma, W. & Nguyen, P., 1 Jan 2019, Neural Information Processing - 26th International Conference, ICONIP 2019, Proceedings. Gedeon, T., Wong, K. W. & Lee, M. (eds.). Netherlands: Springer, Vol. 4. p. 478-485 8 p. (Communications in Computer and Information Science; vol. 1142 CCIS).

    Research output: A Conference proceeding or a Chapter in BookConference contributionpeer-review

  • 2018

    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 contributionpeer-review

    1 Citation (Scopus)
  • A Study of Combined Lossy Compression and Seizure Detection on Epileptic EEG Signals

    NGUYEN, T. B., MA, W. & TRAN, D., 3 Sept 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 contributionpeer-review

    Open Access
    File
    8 Citations (Scopus)
    102 Downloads (Pure)
  • Emotional Influences on Cryptographic Key Generation Systems using EEG signals

    NGUYEN, D., TRAN, D., SHARMA, D. & MA, W., 3 Sept 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 contributionpeer-review

    Open Access
    File
    3 Citations (Scopus)
    74 Downloads (Pure)
  • Impact of lossy data compression techniques on EEG-based pattern recognition systems

    NGUYEN, T. B., MA, W. & TRAN, D., 26 Nov 2018, 2018 24th International Conference on Pattern Recognition, ICPR 2018. Beijing, PRC: IEEE, Institute of Electrical and Electronics Engineers, p. 2308-2313 6 p. 8546314. (Proceedings - International Conference on Pattern Recognition; vol. 2018-August).

    Research output: A Conference proceeding or a Chapter in BookConference contributionpeer-review

    5 Citations (Scopus)
  • On the Study of Impacts of Brain Conditions on EEG-based Cryptographic Key Generation Systems

    NGUYEN, D., TRAN, D., SHARMA, D. & MA, W., Sept 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 contributionpeer-review

    Open Access
    File
    2 Citations (Scopus)
    60 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 contributionpeer-review

    6 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, 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 contributionpeer-review

    8 Citations (Scopus)
  • Experimental study on the effects of watermarking techniques on EEG-based application system performance

    Pham, T. D., Tran, D. & Ma, W., 26 Oct 2017, Neural Information Processing - Proceedings of the 24th International Conference (ICONIP 2017). Guangzhou, China: Springer, 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 contributionpeer-review

  • Investigating the Impact of Epilepsy on EEG-based Cryptographic Key Generation Systems

    Nguyen, D., Tran, D., Sharma, D. & Ma, W., 1 Sept 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 contributionpeer-review

    Open Access
    3 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 contributionpeer-review

    27 Citations (Scopus)
  • On the Study of EEG-based Cryptographic Key Generation

    Nguyen, D., Tran, D., Sharma, D. & Ma, W., 1 Sept 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 contributionpeer-review

    Open Access
    13 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 contributionpeer-review

    15 Citations (Scopus)
  • 2016

    A proposed pattern recognition framework for EEG-based smart blind watermarking system

    Pham, D., Tran, D. & Ma, W., 1 Jan 2016, 2016 23rd International Conference on Pattern Recognition, ICPR 2016. IEEE, Institute of Electrical and Electronics Engineers, p. 955-960 6 p. 7899759. (Proceedings - International Conference on Pattern Recognition; vol. 0).

    Research output: A Conference proceeding or a Chapter in BookConference contributionpeer-review

    4 Citations (Scopus)
  • 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 contributionpeer-review

    1 Citation (Scopus)
    1 Downloads (Pure)
  • 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 contributionpeer-review

    8 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 contributionpeer-review

    2 Citations (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 contributionpeer-review

    12 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

    19 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 contributionpeer-review

    2 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 contributionpeer-review

    16 Citations (Scopus)
  • 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 contributionpeer-review

    10 Citations (Scopus)
    3 Downloads (Pure)
  • 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 contributionpeer-review

  • 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, Institute of Electrical and Electronics Engineers, 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 contributionpeer-review

    5 Citations (Scopus)
    1 Downloads (Pure)
  • 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 contributionpeer-review

    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 contributionpeer-review

    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 contributionpeer-review

    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. Au, M. H., Carminati, B. & 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 contributionpeer-review

    5 Citations (Scopus)
  • Combination Features for Semantic Similarity Measure

    HUYNH, D., TRAN, D. & MA, W., 2014, Proceedings of the International MultiConference of Engineers and Computer Scientists 2014. Ao, S. I., Castillo, O., Douglas, C., Feng, D. D. & Lee, J-A. (eds.). Hong Kong: Newswood Limited, Vol. 2209. p. 324-327 4 p. (Lecture Notes in Engineering and Computer Science).

    Research output: A Conference proceeding or a Chapter in BookConference contributionpeer-review

    Open Access
    2 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 contributionpeer-review

    7 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 contributionpeer-review

    8 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 contributionpeer-review

    47 Citations (Scopus)
    1 Downloads (Pure)
  • Robust support vector machine

    Le, T., Tran, D., Ma, W., Pham, T., Duong, P. & Nguyen, M., 3 Sept 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 contributionpeer-review

    9 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 contributionpeer-review

    Open Access
    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 contributionpeer-review

    3 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 contributionpeer-review

    11 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 contributionpeer-review

    Open Access
    61 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 contributionpeer-review

    34 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 contributionpeer-review

    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 contributionpeer-review

    19 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 contributionpeer-review

    16 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 contributionpeer-review

    14 Citations (Scopus)
    1 Downloads (Pure)