Sharma D

PhD Computer Science (AI), GAICD, MCompSci, PGradDipMath, BSc (Maths/Chemistry)

Accepting PhD Students

20022019
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Research Output 2002 2019

2019

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 BookChapter

Gene expression
Feature extraction
Deep learning
Artificial intelligence
Data mining
1 Citation (Scopus)

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 journalArticle

Intrusion detection
Smart meters
Smart sensors
Classifiers
Smart city

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 journalArticle

Saudi Arabia
Adoption of innovations
Acceptance
Middle East
Cultural dimensions

Investigating the factors affecting the adoption of cloud computing in smes: A case study of Saudi Arabia

ALGHAMDI, F., SHARMA, D. & SATHYE, M., 1 Jan 2019, Information Systems - 15th European, Mediterranean, and Middle Eastern Conference, EMCIS 2018, Proceedings: European, Mediterranean, and Middle Eastern Conference on Information Systems. Themistocleous, M., Themistocleous, M. & da Cunha, P. R. (eds.). Cham, Switzerland: Springer-Verlag London Ltd., Vol. 341. p. 158-176 19 p. (Lecture Notes in Business Information Processing; vol. 341).

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

Cloud computing
Small and Medium-sized Enterprises
Cloud Computing
Software
Customization
2018

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, 8615409. (ITNAC).

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

Finance
Industry
Internet of things
1 Citation (Scopus)
1 Downloads (Pure)

Emotional Influences on Cryptographic Key Generation Systems using EEG signals

NGUYEN, D., TRAN, D., SHARMA, D. & MA, W., 3 Sep 2018, 22nd International Conference on Knowledge-Based and Intelligent Information and Engineering Systems, KES 2018. Howlett, R. J., Jain, L. C., Popovic, Z., Popovic, D., Vukosavic, S., Toro, C. & Hicks, Y. (eds.). Belgrade, Serbia: Elsevier, Vol. 126. p. 703-712 10 p. (Procedia Computer Science).

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

Open Access
File
Electroencephalography
Error correction
Feature extraction
Experiments
1 Citation (Scopus)
Behavioral research
Industry

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

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

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

Open Access
File
Electroencephalography
Brain
Error correction
Alcohols
Experiments
2017
2 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. (ITNAC).

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

Data structures
Smart city
Deep learning

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 BookConference contribution

Open Access
File
Cloud computing
Costs
Innovation
Internet

Decision tree algorithms for image data type identification

NGUYEN, K., TRAN, D., MA, W. & SHARMA, D., 2017, In : Interest Group in Pure and Applied Logics. Logic Journal. 25, 1, p. 67-82 16 p.

Research output: Contribution to journalArticle

File
Decision Tree
Compression
Entropy
Experiment

Investigating cloud adoption model using analytics: A case study of Saudi government agencies

Mreea, M., Sharma, D., Munasinghe, K. & Hewamaddumage, C., 1 Jan 2017, Proceedings of the 7th International Conference on Cloud Computing and Services Science - Volume 1: CLOSER. Scitepress, p. 449-458 10 p.

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

Open Access
File
Cloud computing
Innovation
Internet
1 Citation (Scopus)

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

Nguyen, D., Tran, D., Sharma, D. & Ma, W., 1 Sep 2017, Procedia Computer Science: International Conference on Knowledge Based and Intelligent Information and ENgineering Systems (KES 2017). 2017 ed. Netherlands: Elsevier, Vol. 112. p. 177-185 9 p. (Procedia Computer Science).

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

Open Access
Electroencephalography
Error correction
Brain
Experiments
Industry
Mobile phones
Developing countries
Ecosystems
Entrepreneurs
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 journalArticle

Open Access
File
Knowledge based systems
Support vector machines
Learning systems
Railroad cars
Testing
1 Citation (Scopus)

On the Study of EEG-based Cryptographic Key Generation

Nguyen, D., Tran, D., Sharma, D. & Ma, W., 1 Sep 2017, Procedia Computer Science: International Conference on Kno wledge Based and Intelligent Information and Engineering Systems (KES2017). Marseille, France: Elsevier, Vol. 112. p. 936-945 10 p. (Procedia Computer Science).

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

Open Access
Biometrics
Electroencephalography
Data mining
Bioelectric potentials
Security systems
1 Citation (Scopus)

Three-Tier SDN Architecture for 5G: A Novel OpenFlow Switch or Traditional

Elgendi, I., Munasinghe, K. S., Jamalipour, A. & Sharma, D., 14 Nov 2017, 2017 IEEE 85th Vehicular Technology Conference, VTC Spring 2017 - Proceedings. Sydney, Australia: IEEE, Institute of Electrical and Electronics Engineers, 5 p. 8108544

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

Cellular Networks
Networking
Switch
Handover
Switches
6 Citations (Scopus)

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 journalArticle

Femtocell
Telecommunication traffic
Throughput
Controllers
Software defined networking
2016
1 Citation (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 BookConference contribution

Cloud computing
Industry
3 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 journalArticle

Femtocell
Throughput
Internet
Controllers
Terrorism
2015

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 journalArticle

Open Access

Determinants of Intention to Use Mobile Value Added Services: The Case of Women-Owned Micro Enterprises in Fiji

SATHYE, M., Prasad, B., SHARMA, D., Sharma, P. & SATHYE, S., 2015, PACIS 2015 Proceedings. Kankanhalli, A., Jones, A. B. & Teo, T. (eds.). Online: Association for Information Systems, p. 1-17 17 p.

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

Fiji
Intention to use
Micro-enterprises
Value-added services
Technology adoption

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 journalArticle

2014
3 Citations (Scopus)

An approach to detect network attacks applied for network forensics

TRAN, D., MA, W. & SHARMA, D., 2014, 2014 11th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2014. Han, S. & Li, T. (eds.). USA: IEEE, Institute of Electrical and Electronics Engineers, p. 655-660 6 p. 6980912. (2014 11th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2014).

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

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

A new approach to executable file fragment detection in network forensics

TRAN, D., MA, W. & SHARMA, D., 2014, International Conference on Network and System Security (NSS 2014). Au, M. H., Carminati, B. & Kuo, C. -C. J. (eds.). Germany: Springer, Vol. 8792. p. 510-517 8 p. (Lecture Notes in Computer Science; vol. 8792).

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

Network security
Entropy
Digital forensics
1 Citation (Scopus)

A proposed approach to compound file fragment identification

TRAN, D., MA, W. & SHARMA, D., 2014, International Conference on Network and System Security: 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 contribution

Learning systems
Entropy
Experiments
1 Downloads (Pure)

Eco-Inspired load optimization for LTE EUTRAN

MUNASINGHE, K., Jamalipour, A. & SHARMA, D., 2014, IEEE Wireless Communications and Networking Conference, WCNC. Koca, M. (ed.). USA: IEEE, p. 2085-2089 5 p. 6952611. (IEEE Wireless Communications and Networking Conference, WCNC).

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

Long Term Evolution (LTE)
Resource allocation
Network management
Automation
Hardware

Industry Challenges and Policy Barriers in Adoption of Mobile Value Added Services in Remote Islands: The Case of Fiji

SATHYE, M., SATHYE, S., SHARMA, D., Prasad, B. & Sharma, P., 2014, Proceedings of the 25th Australasian Conference on Information Systems. USA: ACIS, p. 1-10 10 p.

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

Open Access
Industry
Fiji
Value-added services
Entrepreneurs
Micro-enterprises

Mobile value added services for inclusive growth: A study of women micro-entrepreneurs in Fiji

SATHYE, M., Prasad, B., SHARMA, D., Sharma, P. & SATHYE, S., 2014, PACIS 2014 Proceedings. Liang, T-P. (ed.). USA: Association for Information Systems, p. 1-14 14 p.

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

Entrepreneurs
Fiji
Value-added services
Micro-enterprises
Organizational characteristics
6 Citations (Scopus)

Multi-agents based data mining for intelligent decision support systems

SHARMA, D. & Shadabi, F., 15 Nov 2014, 2014 2nd International Conference on Systems and Informatics, ICSAI 2014: ISCAI 2014. Zhang, W., Sun, Q. & Chen, N. (eds.). USA: IEEE, Institute of Electrical and Electronics Engineers, p. 241-245 5 p. 7009293. (2014 2nd International Conference on Systems and Informatics, ICSAI 2014).

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

Decision support systems
Data mining
Explosions
Health
Processing
1 Citation (Scopus)

The impact of data fragment sizes on file type recognition

TRAN, D., MA, W. & SHARMA, D., 2014, 2014 10th International Conference on Natural Computation, ICNC 2014. Han, S. & Li, T. (eds.). China: IEEE, Institute of Electrical and Electronics Engineers, p. 748-752 5 p. 6975930. (2014 10th International Conference on Natural Computation, ICNC 2014).

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

Packet networks
Viruses
Learning systems
Scanning
Recovery
2 Citations (Scopus)

The Potential Use of Multi-Agent and Hybrid Data Mining Approaches in Social Informatics for Improving E-Health

SHARMA, D. & Shadabi, F., 3 Dec 2014, 2014 IEEE Fourth International Conference on Big Data and Cloud Computing. Chen, J. & Yang, L. T. (eds.). Sydney, NSW: IEEE, Institute of Electrical and Electronics Engineers, p. 350-354 5 p. (Proceedings - 4th IEEE International Conference on Big Data and Cloud Computing, BDCloud 2014 with the 7th IEEE International Conference on Social Computing and Networking, SocialCom 2014 and the 4th International Conference on Sustainable Computing and Communications, SustainCom 2014).

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

Data mining
Health
Health care
Explosions
Information systems
2013
3 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 BookConference contribution

Evolutionary algorithms
Constraint satisfaction problems
Planning
2 Citations (Scopus)

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

Brain computer interface
Near infrared spectroscopy
Authentication
Experiments

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

Wireless sensor networks
Telecommunication networks
Costs

Protecting wireless sensor networks from internal attacks based on uncertain decisions

Huang, X., Ahmed, M., Sharma, D. & Cui, H., 2013, IEEE Wireless Communications and Networking Conference, WCNC. USA: IEEE, Vol. 1. p. 1854-1859 6 p.

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

Wireless sensor networks
Environmental technology
Network security
Communication
Probability density function
8 Citations (Scopus)

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 journalArticle

Data description
Cluster analysis
Labeling
2012
2 Citations (Scopus)
3 Downloads (Pure)

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

Protein folding
Support vector machines
Classifiers
Proteins
Discriminant analysis

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

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 journalArticle

3 Citations (Scopus)

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

Constraint satisfaction problems
Evolutionary algorithms
Experiments
1 Citation (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

Intelligent agents
Web services
Industry
7 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 BookConference contribution

Wireless sensor networks
Network security
Telecommunication networks
Signal to noise ratio
Costs

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

Learning systems
Proteins
Bioinformatics
Learning algorithms
Support vector machines
2 Citations (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 BookConference contribution

Learning systems
Proteins
Bioinformatics
Learning algorithms
Support vector machines
4 Downloads (Pure)

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
4 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 BookConference contribution

Magnetic resonance
Learning systems
Brain
Feature extraction
Classifiers
5 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

Wireless sensor networks
1 Citation (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
Sensor networks
Telecommunication networks
Wireless sensor networks
Costs
33 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 BookConference contribution

Open Access
Electroencephalography
Feature extraction
Brain