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Research Output

Conference contribution

A Comprehensive Survey of the Feature Extraction Methods in the EEG Research

Ma, W., Tran, D. & Campbell, J., 2012, Algorithms and Architectures for Parallel Processing (ICA3PP 2012): Lecture Notes in Computer Science. Xiang, Y., Stojmenovic, I., Apduhan, B. O., Wang, G., Koji, N. & Albert, Y. Z. (eds.). Berlin Heidelberg: Springer, Vol. 7440. p. 274-283 10 p.

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

10 Citations (Scopus)

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)

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 Multi-Agent Security Architecture

Sulaiman, R., Sharma, D., Ma, W. & Tran, D., 2009, Proceedings of the 2009 Third International Conference on Network and System Security (NSS 2009). Xiang, Y., Lopez, J., Wang, H. & Zhou, W. (eds.). Gold Coast, Australia: IEEE, Institute of Electrical and Electronics Engineers, p. 184-191 8 p.

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

Open Access
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6 Citations (Scopus)

A Multi-Agent Security Framework for e-health Services

Sulaiman, R., Ma, W., Tran, D. & Sharma, D., 2007, Knowledge-Based Intelligent Information Engineering Systems: KES2007 - WIRN 2007. Apollini, B., Howlett, R. J. & Jain, L. (eds.). Germany: Springer, p. 547-554 8 p.

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

6 Citations (Scopus)

A Multiple Agents Based Intrusion Detection System

Ma, W. & Sharma, D., 2005, Knowledge-Based Intelligent Information and Engineering Systems. Khosla, Howlett & Jain. (eds.). Germany: Springer, p. 205-211 7 p.

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

5 Citations (Scopus)

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

3 Citations (Scopus)
2 Downloads (Pure)

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 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 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 new fuzzy membership computation method for fuzzy support vector machines

Tran, D., Ma, W. & Sharma, D., 2010, 2010 Third International Conference on Communications and Electronics (ICCE). USA: IEEE, p. 153-157 5 p.

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

Open Access
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4 Citations (Scopus)
3 Downloads (Pure)

A new support vector machine method for medical image classification

Tran, D., Ma, W. & Sharma, D., 2010, 2010 2nd European Workshop on Visual Information Processing (EUVIP). USA: IEEE, p. 165-170 6 p.

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

Open Access
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5 Citations (Scopus)

A new term ranking method based on relation extraction and graph model for text classification

Hyunh, D., Tran, D., Ma, W. & Sharma, D., 17 Jan 2011, ASCS '11 Proceedings of Thirty-Fourth Australasian Computer Science Conference. Reynold, M. (ed.). Darlinghurst, Australia: Australian Computer Society, Vol. 113. p. 145-152 7 p.

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

Open Access
3 Citations (Scopus)
2 Downloads (Pure)

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)

A Noise Tolerant Spam Email Detection Engine

Tran, D., Ma, W. & Sharma, D., 2006, Proceedings of the 5th Workshop on the Internet, Telecommunications and Signal Processing. Wysocki, B. J. & Wysocki, T. A. (eds.). Hobart, Australia: DSP for Communication Systems, p. 1-5 5 p.

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

An optimal sphere and two large margins approach for novelty detection

Tran, D., Ma, W. & Sharma, D., 2010, 2010 International Joint Conference on Neural Networks (IJCNN). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 1-6 6 p.

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

Open Access
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16 Citations (Scopus)

A Novel Approach to Programming: Agent Based Software Engineering

Sharma, D., Ma, W. & Tran, D., 2006, 10th International Conference, KES 2006. Knowledge-Based Intelligent Information and Engineering Systems. Gabrys, B., Howlett, R. J. & Jain, L. C. (eds.). Germany: Springer, p. 1184-1191 8 p. (Lecture Notes in Computer Science; vol. 4253).

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

2 Citations (Scopus)

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)

A Novel Spam Email Detection System Based on Negative Selection

Ma, W., Tran, D. & Sharma, D., 2009, Fourth International Conference on Computer Sciences and Convergence Information Technology. Sungwon, Sohn, Kwack, K. D., Um, K., Lee, G. Y. & Ko, F. (eds.). Seoul, Korea: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 987-992 6 p.

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

Open Access
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15 Citations (Scopus)
25 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 practical study on shape space and its occupancy in negative selection

Ma, W., Tran, D. & Sharma, D., 2010, WCCI 2010: IEEE World Congress on Computational Intelligence. Piscataway, N.J., USA: IEEE, p. 623-629 7 p.

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

Open Access
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3 Citations (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

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 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

A proposed statistical model for spam email detection

Tran, D., Ma, W. & Sharma, D., 2006, 1st International Conference on Theories and Applications of Computer Science 2006, ICTACS 2006. Ho, B. T. (ed.). Vietnam: World Scientific Publishing, p. 15-24 10 p.

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

2 Citations (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

1 Citation (Scopus)

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
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3 Citations (Scopus)
5 Downloads (Pure)

A study on exploring the expansion of IT WIL programs into non-IT organisations

Ma, W., Boland, G. & Phillips, D., 2010, Australian Collaborative Education Network National Conference 2010: Conference Proceedings: Work Integrated Learning (WIL): responding to challenges. Campbell, M. (ed.). Australia: Australian Collaborative Education Network (ACEN) Incorporated, p. 262-270 9 p.

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

Open Access

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)

A Study on the Feature Selection of Network Traffic for intrusion Detection Purpose

Ma, W., Tran, D. & Sharma, D., 2008, Proceedings of the IEEE Intelligence and Security Informatics Conference 2008 (ISI 2008). Yang, C., Chen, W., Hsu, W. & Wu, T. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 245-247 3 p.

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

Open Access
File
12 Citations (Scopus)
3 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)

A theoretical framework for multi-sphere support vector data description

Tran, D., Ma, W. & Sharma, D., 2010, International Conference on Neural Information Processing, ICONIP 2010: Neural Information Processing. Models and Applications. Berlin, Germany: Springer, Vol. 6444. p. 132-142 11 p.

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

10 Citations (Scopus)

A unified model for support vector machine and support vector data description

Le, T., Tran, D., Ma, W. & Sharma, D., 2012, The 2012 International Joint Conference on Neural Networks (IJCNN). Abbass, H. (ed.). New York: IEEE, Institute of Electrical and Electronics Engineers, p. 1984-1991 8 p.

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

5 Citations (Scopus)
4 Downloads (Pure)

Automated network feature weighting-based anomaly detection

Tran, D., Ma, W. & Sharma, D., 2008, 2008 IEEE International Conference on Intelligence and Security Informatics. IEEE, Institute of Electrical and Electronics Engineers, p. 162-166 5 p.

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

Open Access
2 Citations (Scopus)

Automated network feature weighting-based intrusion detection systems

Tran, D., Wanli, M. & Sharma, D., 2008, 2008 IEEE International Conference on System of Systems Engineering, SoSE 2008. Danvers, USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1-6 6 p.

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

Open Access
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3 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
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

2 Citations (Scopus)

Detecting Image Based Spam Email

Ma, W., Tran, D. & Sharma, D., 2007, Advances in Hybrid Information Technology, Lecture Notes in Artificial Intelligence. Szczuka, M. S., Howard, D., Slezak, D., Kim, H., Kim, T., Ko, I., Lee, G. & Sloot, P. M. A. (eds.). Germany: Springer, p. 168-177 10 p.

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

5 Citations (Scopus)

Detecting Image Based Spam Email By Using OCR and Trigram Method

Ma, W., Tran, D. & Sharma, D., 2006, Proceeding of the Asia-Pacific Workshop on Visual Information Processing. Lu, H. & Xu, C. (eds.). China: National Laboratory of Pattern Recognition, China, p. 94-98 5 p.

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

Detecting Spam Email by Extracting Keywords from Image Attachments

Ma, W., Tran, D. & Sharma, D., 2006, 2006 International Conference on Hybrid Information Technology. Lee, G., Slezak, D., Sloot, P. & Kim, T. (eds.). Korea: SERC and SERSC, Korea, p. 1-10 10 p.

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

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)

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 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

2 Citations (Scopus)

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 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)

EEG-Based User Authentication in Multilevel Security Systems

MA, W. & TRAN, D., 2013, International Conference on Advanced Data Mining and Applications (ADMA 2013): Lecture Notes in Computer Science. Goebel, R., Tanaka, Y. & WolfgangWahlster (eds.). Berlin Heidelberg: Springer, Vol. 8347. p. 513-523 11 p.

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

11 Citations (Scopus)

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)

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
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1 Citation (Scopus)
2 Downloads (Pure)

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

7 Citations (Scopus)