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  • Sharma D
2012

A Hybrid Approach to Increase the Performance of Protein Folding Recognition Using Support Vector Machines

Singh, L., Chetty, G. & Sharma, D., 2012, Machine Learning and Data Mining in Pattern Recognition: Lecture Notes in Computer Science. Perner, P. (ed.). Berlin: Springer, Vol. 7376. p. 660-668 9 p.

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

2 Citations (Scopus)
3 Downloads (Pure)

A New Approach For Constructing Missing Feature Values

Bani Ahmad, M. A. A., Chetty, G., Tran, D. & Sharma, D., 2012, In : International Journal of Intelligent Information Processing. 3, 1, p. 110-118 9 p.

Research output: Contribution to journalArticle

A new Method for Recognition and De-noising for Middle Wave Infared Imageing

Liao, M., Huang, X., Sharma, D. & Islam, S. M. R., 2012, In : Journal of Flow Visualization Image Processing. 19, 2, p. 179-193 15 p.

Research output: Contribution to journalArticle

An Incremental Approach to Solving Dynamic Constraint Satisfaction Problems

Sharma, A. & Sharma, D., 2012, An Incremental Approach to Solving Dynamic Constraint Satisfaction Problems. Huang, Tingwen, Zhigang, Z., Li, Chuandong & Leung (eds.). Berlin Heidelberg: Springer, Vol. 7665. p. 445-455 11 p.

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

3 Citations (Scopus)

An intelligent agent framework to manage web services security

BALACHANDRAN, B., SHARMA, D. & Peiris, C., 2012, In : Smart Innovation, Systems and Technologies. 15, p. 367-373 7 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

A Novel Algorithm for protecting from Internal Attacks of Wireless Sensor Networks

Huang, X., Ahmed, M. & Sharma, D., 2012, 9th IEEE/IFIP International Conference on Embedded and Ubiquitous Computing. Melbourne Australia: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 344-349 6 p.

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

7 Citations (Scopus)

A novel approach to protein structure prediction using PCA based extreme learning machines and Multiple Kernels

Singh, L., Chetty, G. & Sharma, D., 2012, International Conference on Algorithms and Architecture for Parallel Processing (ICA3PP): Lecture Notes in Computer Science. Xiang, Y., Stojmenovic, I., Apduhan, B. O., Wang, G., Nakano, K. & Zomaya, A. (eds.). Berlin Heidelberg: Springer, Vol. 7440. p. 292-299 8 p.

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

A Novel Approach to Protein Structure Prediction Using PCA or LDA Based Extreme Learning Machines

Singh, L., Chetty, G. & Sharma, D., 2012, Neural Information Processing. Huang, T., Zeng, Z., Li, C. & Leung, C. S. (eds.). Berlin: Springer, Vol. 7666. p. 1-6 6 p.

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

2 Citations (Scopus)

A Novel Framework for Abnormal Behaviour Identification and Detection for Wireless Sensor Networks

Ahmed, M., Huang, X. & Sharma, D., 2012, In : World Academy of Science, Engineering and Technology. 62, p. 396-400 4 p.

Research output: Contribution to journalArticle

Open Access
File
6 Downloads (Pure)

A Novel Machine Learning Approach for Detecting the Brain Abnormalities from MRI Structural Images

Singh, L., Chetty, G. & Sharma, D., 2012, Pattern Recognition in Bioinformatics. Shibuya, T., Kashima, H., Sese, J. & Ahmad, S. (eds.). Berlin Heidellberg: Springer, Vol. 7632. p. 94-105 12 p.

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

Open Access
7 Citations (Scopus)

A novel misbehavior evaluation with dempster-shafer theory in wireless sensor networks

Ahmed, M., Huang, X. & Sharma, D., 2012, MobiHoc '12: Proceedings of the 13th ACM International Symposium on Mobile Ad Hoc Networking and Computing. Nasipuri, A., Hu, Y-C. & Shakkottai, S. (eds.). United States: Association for Computing Machinery (ACM), p. 259-260 2 p.

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

5 Citations (Scopus)

A Novel Protection for Wireless Sensor Networks from Internal Attacks

Huang, X., Ahmed, M. & Sharma, D., 2012, Proceedings of the International MultiConference of Engineers and Computer Scientists IMECS 2012. Ao, S. I., Castillo, O., Douglas, C., Feng, D. D. & Lee, J. A. (eds.). Hong Kong: International Association of Engineers (IAENG), Vol. 1. p. 374-379 6 p.

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

Open Access
1 Citation (Scopus)

A Proposed Feature Extraction Method for EEG-based Person Identification

Tran, D., Huang, X. & Sharma, D., 2012, ICAI 2012 : Proceedings of the 2012 International Conference on Artificial Intelligence, WORLDCOMP'12 : Volume II. Arabnia, H. R. (ed.). USA: CSREA Press, Vol. 2. p. 826-831 6 p.

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

Open Access
38 Citations (Scopus)

A Taxonomy of Internal Attacks in Wireless Sensor Network

Ahmed, M., Huang, X. & Sharma, D., 2012, In : World Academy of Science, Engineering and Technology. 6, 2, p. 427-430 4 p.

Research output: Contribution to journalArticle

Open Access
File
12 Downloads (Pure)

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)

Border Surveillance Framework Using Secure WSN as A new Approach to Avoid Threats

Ahmed, M., Aseeri, M., Huang, X. & Sharma, D., 2012, International Conference on Border Security. Riyadh, Saudi Arabia: ICBS, Saudi Arabia, Vol. 1. p. 59-62 4 p.

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

Dempster-Shafer Theory to Identify Insider Attacker in Wireless Sensor Network

Ahmed, M., Huang, X. & Sharma, D., 2012, IFIP International Conference on Network and Parallel Computing: NPC 2012: Network and Parallel Computing. Park, J. J. (ed.). Korea: Springer, Vol. 1. p. 94-100 7 p. (Lecture Notes in Computer Science: Theoretical Computer Science and General Issues ; vol. 11783).

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

3 Citations (Scopus)

Deterministic Annealing Multi-sphere Support Vector Data Description

Le, T., Tran, D., Ma, W. & Sharma, D., 2012, International Conference on Neural Information Processing: Lecture Notes in Computer Science. Huang, T., Zeng, Z., Li, C. & Leung, C. S. (eds.). Berlin Heidellberg, Germany: Springer, Vol. 7665. p. 183-190 8 p.

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

1 Citation (Scopus)
3 Downloads (Pure)

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

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

Research output: Contribution to journalArticle

Open Access
File

Experiments on Synchronous Nonlinear Features for 2-Class NIRS-Based Motor Imagery Problem

Hoang, T., Tran, D., Nguyen, P., Sharma, D., Khoa, T., Nguyen, P. & Huang, X., 2012, The 4th International Conference on the Development of Biomedical Engineering. Van Toi, V., Toan, N. B., Khoa, T. Q. D. & Phoung, T. H. L. (eds.). Vietnam: Springer, Vol. 1. p. 8-12 5 p.

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

2 Citations (Scopus)

Fuzzy Controlling Window for Elliptic Curve Cryptography in Wireless Sensor Networks

Huang, X., Sharma, D. & Cui, H., 2012, Proceeding of the International Conference on Information Networking 2012 (ICOIN 2012). Kim, KI-H. & Yoo, M. (eds.). Korea: ICOIN 2012, Vol. 1. p. 312-317 6 p.

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

6 Citations (Scopus)

Fuzzy Multi-Sphere Support Vector Data Description: International Conference on Fuzzy Systems (FUZZ-IEEE)

Le, T., Tran, D., Ma, W. & Sharma, D., 2012, 2012 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). Abbass, H. (ed.). New York: IEEE, Institute of Electrical and Electronics Engineers, p. 1956-1960 5 p.

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

4 Citations (Scopus)
1 Downloads (Pure)

Human Identification with Electroencephalogram (EEG) Signal Processing

Huang, X., Altahat, S., Tran, D. & Sharma, D., 2012, 2012 International Symposium on Communications and Information Technologies. Bouzerdoum, S., Heinlich, M. & Liu, R. O. (eds.). Australia: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 1026-1031 6 p.

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

15 Citations (Scopus)

Hybrid Approach for Diagnosing Thyroid, Hepatitis, and Breast Cancer Based on Correlation Based Feature Selection and Naïve Bayes

Bani Ahmad, M. A. A., Chetty, G., Tran, D. & Sharma, D., 2012, International Conference on Neural Information Processing (ICONIP 2012): Lecture Notes in Computer Science. Huang, T., Zeng, Z., Li, C. & Leung, C. S. (eds.). Berlin, Germany: Springer, Vol. 7666. p. 272-280 9 p.

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

4 Citations (Scopus)

ICHEA - A Constraint Guided Search for Improving Evolutionary Algorithms

Sharma, A. & Sharma, D., 2012, International Conference on Neural Information Processing (ICONIP 2013): Lecture Notes in Computer Science. Huang, T., Zeng, Z., Li, C. & Leung, C. S. (eds.). Berlin Heidelberg: Springer, Vol. 7663. p. 269-279 11 p.

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

7 Citations (Scopus)

ICHEA for Discrete Constraint Satisfaction Problems

Sharma, A. & Sharma, D., 2012, AI 2012: Advances in Artificial Intelligence: 25th International Australasian Joint Conference. Thielscher, M. & Zhang, D. (eds.). Berlin Heidelberg: Springer, Vol. 7691. p. 242-253 12 p.

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

1 Citation (Scopus)

Identifying people using RMS spatial pattern of EEG signal

Altahat, S., Huang, X., Tran, D. & Sharma, D., 2012, International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP 2012): Lecture Notes in Computer Science. Xiang, Y., Stojmenovic, I., Apduhan, B. O., Wang, G., Nakano, K. & Zomaya, A. (eds.). Japan: Springer, Vol. 7440. p. 310-318 9 p.

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

Information technologies: opportunities and challenges in personal healthcare systems

Ma, W., Tran, D., Hong, L., Zhou, S-M., Oh, B., Waddington, G., Sharma, D., Sirisaengtaksin, O., Scarvell, J., McGrath, T. & Huynh, D., 2012, In : International Journal of Healthcare Technology and Management. 13, 5/6, p. 345-362 18 p.

Research output: Contribution to journalArticle

Kinect Academy

ANDERSON, S., Pham, V., Parajuli, M., Pham, A., Khan, M., Tran, D. & Sharma, D., 2012, Fronties in Education: Computer Science and Computer Engineering. Arabnia, H. R. (ed.). USA: CSREA Press, p. 1-4 4 p.

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

Open Access

Maximal Margin Approach to Kernel Generalised Learning Vector Quantisation for Brain-Computer Interface

Le, T., Tran, D., Hoang, T. & Sharma, D., 2012, International Conference on Neural Information Processing (ICONIP 2012): Lecture Notes in Computer Science. Huang, T., Zeng, Z., Li, C. & Leung, C. S. (eds.). Germany: Springer, Vol. 7665. p. 191-198 8 p.

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

2 Downloads (Pure)

Multi-sphere support vector data description for brain-computer interface

Nguyen, P., Tran, D., Le, T., Hoang, T. & Sharma, D., 2012, The 4th International Conference on Communications Electronics (ICCE). Quynh, N. X., Park, J. & D.Graglia, R. (eds.). USA: IEEE, Institute of Electrical and Electronics Engineers, p. 318-321 4 p.

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

6 Citations (Scopus)

People Identification with RMS-Based Spatial Pattern of EEG Signal

Altahat, S., Huang, X., Tran, D. & Sharma, D., 2012, International Conference on 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. 310-318 9 p.

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

2 Citations (Scopus)

Protecting an WSN from Internal Attack based on Epistemic Uncertainties

Huang, X., Sharma, D., Ahmed, M. & Cui, H., 2012, 18th IEEE International Conference on Networks (ICON 2012). Zhu, Y. (ed.). Singapore: IEEE, Vol. 1. p. 389-394 6 p.

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

Protecting WSN from internal Attack with multi-criteria evaluation using Dempester-shafer Theory

Ahmed, M., Huang, X., Sharma, D. & Cui, H., 2012, In : World Academy of Science, Engineering and Technology. 1, 72, p. 102-106 5 p.

Research output: Contribution to journalArticle

Quantum Cryptography Based Key Distribution in WiFi Networks

Huang, X., Wijesekera, D. & Sharma, D., 2012, Proceeding of the International Conference on Information Networking (ICOIN 2012). Kim, K-H. & Yoo, M. (eds.). Korea: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 251-256 6 p.

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

Real-Valued Constraint Optimization with ICHEA

Sharma, A. & Sharma, D., 2012, International Conference on Neural Information Processing (ICONIP 2012): Lecture Notes in Computer Science. Huang, T., Zhigang, Z., Li, C. & Leung, C. S. (eds.). Germany: Springer, Vol. 7665. p. 406-416 11 p.

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

3 Citations (Scopus)

Resiliency Controlling of Wireless Sensor Networks for Protecting from Internal Attacks

Huang, X. & Sharma, D., 2012, 2012 IEEE 26th International, Parallel and Distributed Processing Symposium Workshops & PhD Forum (IPDPSW 2012). Werner, B. (ed.). USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 1256-1262 7 p.

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

1 Citation (Scopus)

Securing online communications using MLC and MAS in E- health

Sulaiman, R., Sharma, D., Ma, W. & Tran, D., 2012, In : Australian Journal of Basic and Applied Sciences. 6, 9, p. 588-604 17 p.

Research output: Contribution to journalArticle

Security Computing for the Resiliency of Protecting from Internal Attacks in Distributed Wireless Sensor Networks

Huang, X., Sharma, D. & Ahmed, M., 2012, Algorithms and architectures for parallel processing: 12th International Conference, ICA3PP 2012. Xiang, Y., Stojmenovic, I., Apduhan, B. O., Wang, G., Nakano, K. & Zomaya, A. (eds.). Japan: Springer, Vol. 1. p. 16-29 14 p.

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

Senior Health Monitoring Using Kinect

Tran, D., Ma, W. & Sharma, D., 2012, The 4th International Conference on Communications Electronics (ICCE). Quynh, N. X., Park, J. & Graglia, R. D. (eds.). USA: IEEE, Institute of Electrical and Electronics Engineers, p. 309-312 4 p.

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

41 Citations (Scopus)

Solving Dynamic Constraint Optimization Problems Using ICHEA

Sharma, A. & Sharma, D., 2012, International Conference on Neural Information Processing (ICONIP 2012): Lecture Notes in Computer Science. Huang, T., Zeng, Z., Li, C. & Leung, C. S. (eds.). Berlin: Springer, Vol. 7665. p. 434-444 11 p.

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

3 Citations (Scopus)

Time Domain Parameters for Online Feedback fNIRS-Based Brain-Computer Interface Systems

Hoang, T., Tran, D., Khoa, T., Le, T., Huang, X., Sharma, D. & Van, T., 2012, International Conference on Neural Information Processing (ICONIP 2012): Lecture Notes in Computer Science. Huang, T., Zeng, Z., Li, C. & Leung, C. S. (eds.). Germany: Springer Verlag, Vol. 7664. p. 192-201 10 p.

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

Timing Control for Protecting from Internal Attacks in Wireless Sensor Networks

Huang, X., Ahmed, M. & Sharma, D., 2012, Proceeding of the International Conference on Information Networking 2012 (ICOIN 2012). Kim, K-H. & Yoo, M. (eds.). Korea: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 7-12 6 p.

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

9 Citations (Scopus)

Using Hybrid Neural Networks for Identifying the Brain Abnormalities from MRI Structural Images

Singh, L., Chetty, G. & Sharma, D., 2012, International conference on Neural Information Processing (ICONIP 2012): Lecture Notes in Computer Science. Huang, T., Zeng, Z., Li, C. & Leung, C. S. (eds.). Germany: Springer, Vol. 7667. p. 465-472 8 p.

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

4 Citations (Scopus)

Wavelet based denoising algorithm of the ECG signal corrupted by WGN and Poisson noise

Islam, S. M. R., Huang, X. & Sharma, D., 2012, 2012 International Symposium on Communications and Information Technologies. Bouzerdoum, S., Heimlich, M. & Liu, R. P. (eds.). Australia: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 165-168 4 p.

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

6 Citations (Scopus)

Wireless Sensor Network: Characteristics and Architectures

Ahmed, M., Huang, X., Sharma, D. & Cui, H., 2012, In : World Academy of Science, Engineering and Technology. 72, p. 617-621 4 p.

Research output: Contribution to journalArticle

Wireless Sensor Network Internal Attacker Identification with Multiple Evidence by Dempster-Shafer Theory

Ahmed, M., Huang, X., Sharma, D. & Shutao, L., 2012, International Conference on Algorithms and Architectures for Parallel Processing: ICA3PP 2012. Xiang, Y., Stojmenovic, I., Apduhan, B. O., Wang, G., Nakano, K. & Zomaya, A. (eds.). Japan: Springer, p. 255-263 9 p. (Lecture Notes in Computer Science - LNCS; vol. 7440).

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

12 Citations (Scopus)
2013

Constraint Optimization for Timetabling Problems using a Contraint Driven Solution Model

Sharma, A. & SHARMA, D., 2013, 26th Australasian Joint Conference on Artificial Intelligence (AI 2013). Cranefield, S. & Nayak, A. (eds.). Berlin/Heidelberg: Springer, Vol. 8272. p. 196-201 6 p.

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

3 Downloads (Pure)

High order moment features for NIRS-based classification problems

Hoang, T., Tran, D., Truong, K., Nguyen, P., Vo Van, T., Huang, X. & SHARMA, D., 1 Jan 2013, 4th International Conference on Biomedical Engineering in Vietnam. Van Vo, T., Toan, N. B., Khoa, T. Q. D. & Phoung, T. H. L. (eds.). Vietnam: Springer, Vol. 40 IFMBE. p. 4-7 4 p.

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

2 Citations (Scopus)

Novel Protection from Internal Attacks in Wireless Sensor Networks

Huang, X., Ahmed, M. & Sharma, D., 2013, The Fourth International Conference on Networks & Communications: NETCOM 2012. Chaki, N., Nagamalai, D. & Meghanathan, B. (eds.). India: Springer, Vol. 1. p. 105-113 9 p.

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