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• Article

  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 journal › Article › peer-review

  • Feature extraction

• 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 journal › Article › peer-review

• A new security model using multilayer approach for E-health services

  Sulaiman, R., SHARMA, D., MA, W. & TRAN, D., 2011, In: Journal of Computer Science. 7, 11, p. 1691-1703 13 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Multilayers
  • Health
  • eHealth
  • Communication
  • Internet
  2 Citations (Scopus)

  2 Downloads (Pure)

• 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 journal › Article › peer-review

  • Web Services
  • Intelligent Agents
  • Intelligent agents
  • Web services
  • Software Agents
  1 Citation (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 journal › Article › peer-review

  Open Access

  File
  7 Downloads (Pure)

• An SVM-Fuzzy Expert System Design For Diabetes Risk Classification

  Ramanathan, T. T. & Sharma, D., 2015, In: International Journal of Computer Science and Information Technologies. 6, 3, p. 2221-2226 6 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Medical problems
  • Expert systems
  • Support vector machines
  • Systems analysis
  • Fuzzy rules

• An SVM-Fuzzy system design for diabetes risk classification

  Ramanathan, T. T. & SHARMA, D., 2015, In: International Journal of Computer Science and Information Technologies. 6, 3, p. 2221-2226 6 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

• 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 journal › Article › peer-review

  Open Access

  File

  • Taxonomies
  • Wireless sensor networks
  • OSI model
  • Military applications
  • Network security
  19 Downloads (Pure)

• 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 journal › Article › peer-review

  • Decision Tree
  • File
  • Entropy
  • Machine Learning
  • Experiment
  1 Citation (Scopus)

• 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 journal › Article › peer-review

  Open Access

  File
  1 Downloads (Pure)

• Factors influencing the intention to use of mobile value‐added services by women‐owned microenterprises in Fiji

  SATHYE, S., Prasad, B., SHARMA, D., Sharma, P. & SATHYE, M., 2018, In: The Electronic Journal of Information Systems in Developing Countries. 84, 2, p. 1-10 10 p., e12016.

  Research output: Contribution to journal › Article › peer-review

  • Behavioral research
  • Industry
  5 Citations (Scopus)

• 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 journal › Article › peer-review

  • Information Technology
  • Accidental Falls
  • Boredom
  • Mental Fatigue
  • Personal Health Records

• Intrusion detection in smart cities using Restricted Boltzmann Machines

  ELSAEIDY, A., MUNASINGHE, K., SHARMA, D. & JAMALIPOUR, A., 2019, In: Journal of Network and Computer Applications. 135, p. 76-83 8 p.

  Research output: Contribution to journal › Article › peer-review

  • Smart city
  • Intrusion detection
  • Smart sensors
  • Smart meters
  • Denial-of-service attack
  13 Citations (Scopus)

• Investigating the Determinants of Innovation Adoption in Saudi Arabia

  ALSHEDDI, A., SHARMA, D. & TALUKDER, M., Mar 2019, In: International Review of Business Research Papers. 15, 1, p. 37-59 23 p.

  Research output: Contribution to journal › Article › peer-review

  • Saudi Arabia
  • determinants
  • innovation
  • acceptance
  • Social Norms and Values

• Mobile value added services in Fiji: Institutional drivers, industry challenges, and adoption by women micro entrepreneurs

  Sathye, M., Prasad, B., Sharma, D., Sharma, P. & Sathye, S., 2017, In: Journal of Global Information Management. 25, 2, p. 517-531 15 p.

  Research output: Contribution to journal › Article › peer-review

  • Fiji
  • Value-added Services
  • Entrepreneurs
  • Micro-enterprises
  • Technology Adoption
  1 Citation (Scopus)

• Multiple Classification Using SVM Based Multi Knowledge Based System

  Ramanathan, T. T. & Sharma, D., 2017, In: Procedia Computer Science. 115, p. 307-311 5 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Knowledge based systems
  • Support vector machines
  • Machine learning
  • Testing
  6 Citations (Scopus)

  5 Downloads (Pure)

• 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 journal › Article › peer-review

• Proximity multi-sphere support vector clustering

  TRAN, D., MA, W. & SHARMA, D., 2013, In: Neural Computing and Applications. 22, 7-8, p. 1309-1319 11 p.

  Research output: Contribution to journal › Article › peer-review

  • Cluster analysis
  • Labeling
  9 Citations (Scopus)

• Reasoning using a case based fuzzy technique

  SHARMA, D., 2015, In: International Journal of Computational Intelligence Research. 11, 1, p. 69-77 9 p.

  Research output: Contribution to journal › Article › peer-review

• 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 journal › Article › peer-review

• Traffic Offloading 3-Tiered SDN Architecture for DenseNets

  Munasinghe, K. S., Elgendi, I., Jamalipour, A. & Sharma, D., 1 May 2017, In: IEEE Network. 31, 3, p. 56-62 7 p., 7934274.

  Research output: Contribution to journal › Article › peer-review

  • Femtocell
  • Software defined networking
  • Controllers
  • Costs
  9 Citations (Scopus)

• Traffic offloading techniques for 5G cellular: a three-tiered SDN architecture

  Elgendi, I., MUNASINGHE, K., SHARMA, D. & Jamalipour, A., Dec 2016, In: Annales des Telecommunications. 71, 11-12, p. 583-593 11 p.

  Research output: Contribution to journal › Article › peer-review

  • Femtocell
  • Software defined networking
  • Internet
  • Terrorism
  • Controllers
  4 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 journal › Article › peer-review
• Chapter

  Deep learning in gene expression modeling

  KUMAR, D. & SHARMA, D., 2019, Handbook of Deep Learning Applications. Balas, V., Roy, S., Sharma, D. & Samui, P. (eds.). Cham, Switzerland: Springer, Vol. 136. p. 363-383 21 p. (Smart Innovation, Systems and Technologies; vol. 136).

  Research output: A Conference proceeding or a Chapter in Book › Chapter › peer-review

  • Gene expression
  • Deep learning
  • Computer simulation
  • Feature extraction
  • Big data

• Elliptic Curve Cryptography Sensor Networks with Optimum Controlling

  Huang, X. & Sharma, D., 2011, IAENG Transactions on Engineering Technologies Volume 7. Ao, S., Chan, A. H., Katagiri, H. & Xu, L. (eds.). 2011 ed. Singapore: World Scientific Publishing, p. 374-388 15 p.

  Research output: A Conference proceeding or a Chapter in Book › Chapter
• Conference contribution

  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 Book › Conference contribution › peer-review

  • Classifiers
  • Feedback
  • Experiments
  1 Citation (Scopus)

• 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 Book › Conference contribution › peer-review

  • Protein folding
  • Support vector machines
  • Classifiers
  • Proteins
  • Bioinformatics
  2 Citations (Scopus)

  3 Downloads (Pure)

• A machine learning approach for intrusion detection in smart cities

  Elsaeidy, A., Munasinghe, K. S., Sharma, D. & Jamalipour, A., 22 Sep 2019, 2019 IEEE 90th Vehicular Technology Conference, VTC 2019 Fall - Proceedings. Wang, L-C. & Uysal, M. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 1-5 5 p. 8891281. (IEEE Vehicular Technology Conference; vol. 2019-September).

  Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

  • Intrusion Detection
  • Smart city
  • Machine Learning
  • Intrusion detection
  • Denial of Service

• Analysis of the Experimental Results for Quantum Key Distribution Cryptography in IEEE 802.11 Networks

  Huang, X., Wijesekera, D. & Sharma, D., 2011, 9th IEEE/IFIP International Conference on Embedded and Ubiquitous Computing (EUC), 2011. Australia: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 338-343 6 p.

  Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

  • Quantum cryptography
  • Cryptography
  • Communication
  • Network protocols
  • Wireless networks
  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 Book › Conference contribution › peer-review

  • Digital forensics
  • Entropy
  • Machine learning
  • Experiments
  2 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 Book › Conference contribution › peer-review

  Open Access

  • Experiments
  4 Citations (Scopus)

  2 Downloads (Pure)

• 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 Book › Conference contribution › peer-review

  • Constraint satisfaction problems
  • Evolutionary algorithms
  • Experiments
  4 Citations (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 Book › Conference contribution › peer-review

  • Wireless sensor networks
  • Network security
  • Telecommunication networks
  • Costs
  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 Book › Conference contribution

  • Proteins
  • Machine learning
  • Bioinformatics
  • Learning algorithms
  • Support vector machines
  1 Citation (Scopus)

• 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 Book › Conference contribution › peer-review

  • Proteins
  • Machine learning
  • Bioinformatics
  • Learning algorithms
  • Support vector machines
  2 Citations (Scopus)

• 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 Book › Conference contribution › peer-review

  Open Access

  • Magnetic resonance
  • Brain
  • Machine learning
  • Feature extraction
  • Classifiers
  8 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 Book › Conference contribution › peer-review

  • Wireless sensor networks
  5 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 Book › Conference contribution › peer-review

  • Support vector machines
  1 Citation (Scopus)

  4 Downloads (Pure)

• 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 Book › Conference contribution › peer-review

  Open Access

  • Wireless Sensor Networks
  • Attack
  • Node
  • Sensor Networks
  • Environmental Information
  2 Citations (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 Book › Conference contribution › peer-review

  Open Access

  • Electroencephalography
  • Feature extraction
  • Brain
  41 Citations (Scopus)

• A smart city cyber security platform for narrowband networks

  Elsaeidy, A., Elgendi, I., Munasinghe, K. S., Sharma, D. & Jamalipour, A., 22 Nov 2017, 2017 27th International Telecommunication Networks and Applications Conference, ITNAC 2017. IEEE, Institute of Electrical and Electronics Engineers, p. 1-6 6 p. (2017 27th International Telecommunication Networks and Applications Conference, ITNAC 2017; vol. 2017-January).

  Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

  • Smart city
  • Deep learning
  • Data structures
  7 Citations (Scopus)

• A strategic decision value model for cloud computing in Saudi Arabia's public sector

  MREEA, M., MUNASINGHE, K. & SHARMA, D., 26 Jun 2016, 2016 IEEE/ACIS 15th International Conference on Computer and Information Science (ICIS). Okayama, Japan: IEEE, Institute of Electrical and Electronics Engineers, p. 101-107 7 p.

  Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

  • Cloud Computing
  • Saudi Arabia
  • Strategic Decisions
  • Public Sector
  • Public Organizations
  5 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 Book › Conference contribution › peer-review

  • Support vector machines
  • Pattern recognition
  • Experiments
  7 Citations (Scopus)

  4 Downloads (Pure)

• Blockchain in IoT Security: A Survey

  Alkurdi, F., Elgendi, I., Munasinghe, K. S., Sharma, D. & Jamalipour, A., 21 Nov 2018, 2018 28th International Telecommunication Networks and Applications Conference, ITNAC 2018. IEEE, Institute of Electrical and Electronics Engineers, p. 1-4 4 p. 8615409. (2018 28th International Telecommunication Networks and Applications Conference, ITNAC 2018).

  Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

  • Blockchain
  • Internet of things
  • Finance
  • Industry
  8 Citations (Scopus)

• 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 Book › Conference contribution › peer-review

  • Wireless sensor networks
  • National security
  • Sensors
  • Communication
  • Unmanned aerial vehicles (UAV)

• C2TP: a service model for cloud

  Peiris, C., Sharma, D. & Balachandran, B., 2011, Proceedings of the First International Conference on Cloud Computing, GRIDs, and Virtualization: CLOUD COMPUTING 2010. Beklen, A. (ed.). 1 ed. Switzerland: Inderscience Publishers, Vol. 1. p. 3-22 20 p. (International Journal of Cloud Computing).

  Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

  • Cloud computing
  • Information technology
  • Industry
  • Momentum

• Clonal selection algorithm for classification

  Sharma, A. & Sharma, D., 2011, Artificial Immune Systems: 10th International Conference, ICARIS 2011, Cambridge, UK, July 18-21, 2011. Proceedings. Liò, P., Nicosia, G. & Stibor, T. (eds.). Berlin, Germany: Springer, p. 361-370 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6825 LNCS).

  Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

  • Clonal Selection Algorithm
  • Artificial Immune System
  • Immune system
  • Clonal Selection
  • Selection Principles
  20 Citations (Scopus)

• Cloud computing financial & cost analysis; A case study of Saudi government agencies

  Mreea, M., Munasinghe, K. & Sharma, D., 1 Jan 2017, CLOSER 2017 - Proceedings of the 7th International Conference on Cloud Computing and Services Science. Scitepress, p. 459-466 8 p. (CLOSER 2017 - Proceedings of the 7th International Conference on Cloud Computing and Services Science).

  Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

  Open Access

  File

  • Cloud computing
  • Costs
  • Internet
  123 Downloads (Pure)

• 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 Book › Conference contribution › peer-review

  • Evolutionary algorithms
  • Constraint satisfaction problems
  • Set theory
  • Planning
  3 Downloads (Pure)

• 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 Book › Conference contribution › peer-review

  • Wireless Sensor Networks
  • Dempster-Shafer Theory
  • Insider
  • Node
  • Network Infrastructure
  3 Citations (Scopus)