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Author

  • Sharma D
2020

An analytics-based envelope neural net approach to forecasting memory leakage in an enterprise applications environment

Khosla, N. & Sharma, D., 3 Mar 2020, International Conference on Innovation in Modern Science and Technology (ICIMSAT 2019): Intelligent Techniques and Applications in Science and Technology: Learning and Analytics in Intelligent Systems. Dawn, S., Balas, V., Esposito, A. & Gope, S. (eds.). Switzerland: Springer, Vol. 12. p. 66-74 9 p. (Intelligent Techniques and Applications in Science and Technology; vol. 12).

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

A Semi-Supervised Learning Approach to Forecast CPU Usages Under Peak Load in an Enterprise Environment

Khosla, N. & Sharma, D., 30 May 2020, p. 145-154. 10 p.

Research output: Contribution to conference (non-published works)Paper

Open Access

Distributed Information Integration in Convolutional Neural Networks

Kumar., D. & Sharma., D., 2020, VISIGRAPP 2020 - Proceedings of the 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications. Farinella, G. M., Radeva, P. & Braz, J. (eds.). Netherlands: Scitepress, Vol. 5. p. 491-498 8 p. (VISIGRAPP 2020 - Proceedings of the 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications; vol. 5).

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

Feature Map Augmentation to Improve Rotation Invariance in Convolutional Neural Networks

Kumar, D., Sharma, D. & Goecke, R., 2020, Advanced Concepts for Intelligent Vision Systems - 20th International Conference, ACIVS 2020, Proceedings. Blanc-Talon, J., Delmas, P., Philips, W., Popescu, D. & Scheunders, P. (eds.). Switzerland: Springer, p. 348-359 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12002 LNCS).

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

Impact of Users’ Socio-Cultural and Religious Orientation on Government Resource Planning (GRP) Systems Usage in Saudi Arabia

Alsheddi, A., Sharma, D. & Talukder, M., 1 Jan 2020, In : IEEE Access. 8, p. 122722-122735 14 p., 9133111.

Research output: Contribution to journalArticle

Open Access
File
5 Downloads (Pure)

Using Semi-supervised Classifier to Forecast Extreme CPU Utilization

Khosla, N. & Sharma, D., 31 Jan 2020, In : International Journal of Artificial Intelligence & Applications . 11, 1, p. 45-52 8 p.

Research output: Contribution to journalArticle

Open Access
File
12 Downloads (Pure)
2019

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 BookConference contribution

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

Enhanced waters 2D muscle model for facial expression generation

Kumar, D. & Sharma, D., 2019, VISIGRAPP 2019 - Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications. Kerren, A., Hurter, C. & Braz, J. (eds.). Scitepress, Vol. 1. p. 262-269 8 p. (VISIGRAPP 2019 - Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications; vol. 1).

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

Open Access
File
7 Downloads (Pure)

Handbook of Deep Learning Applications

Balas, V. E., Roy, S. S., Sharma, D. & Samui, P., 2019, 1 ed. Springer - Adis. 383 p. (Smart Innovation, Systems and Technologies; vol. 136)

Research output: Book/ReportEdited Book

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

11 Citations (Scopus)

Investigating Factors Affecting the Adoption of Cloud Computing by SMEs: A Case Study of Saudi Arabia

Sharma, D., Alghamdi, F. & Sathye, M., 12 Jan 2019, Information Systems - 15th European, Mediterranean, and Middle Eastern Conference, EMCIS 2018, Proceedings. Themistocleous, M. & da Cunha, P. R. (eds.). Switzerland: Springer, p. 158-176 18 p. (Lecture Notes in Business Information Processing; vol. 341).

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

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

Semi-supervised Neural Net Approach to Forecast Unpredictable CPU Load in an Enterprise Applications Environment

Khosla, N. & Sharma, D., 21 Dec 2019, Proceedings of : ACITY, AIAA, DPPR, CNDC, WIMNET,WEST, ICSS-2019. Meghanatha, N. (ed.). AIRCC Publishing Corporation, p. 89-95 7 p.

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

Open Access
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, 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 BookConference contribution

7 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
File
1 Citation (Scopus)
7 Downloads (Pure)
5 Citations (Scopus)

Investigating Factors Affecting the Adoption of Cloud Computing by SMEs: A Proposed Conceptual Framework

Alghamdi, F., Sharma, D. & Sathye, M., 2018, p. 1-4. 4 p.

Research output: Contribution to conference (non-published works)Paper

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
12 Downloads (Pure)
2017

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 BookConference contribution

6 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 BookConference contribution

Open Access
File
64 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 journalArticle

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
3 Downloads (Pure)

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
2 Citations (Scopus)

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 journalArticle

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
5 Citations (Scopus)
4 Downloads (Pure)

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
4 Citations (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, p. 1-5 5 p. 8108544

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

1 Citation (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

8 Citations (Scopus)
2016

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

5 Citations (Scopus)

EEG biometric-based cryptographic key generation

Nguyen, D., Nguyen, B., Tran, D., Sharma, D. & Ma, W., 6 Dec 2016, p. 108-116. 9 p.

Research output: Contribution to conference (non-published works)Paper

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

4 Citations (Scopus)
2015

Advances in smart, multimedia and computer gaming technologies

Favorskaya, M., Sharma, D., Jain, L. C. & Howlett, R. J., 2015, Fusion of Smart, Multimedia and Computer Gaming Technologies: Research, Systems and Perspectives. Sharma, D., Favorskaya, M., Jain, L. C. & Howlett, R. J. (eds.). Switzerland: Springer, Vol. 84. p. 1-6 6 p. (Intelligent Systems Reference Library).

Research output: A Conference proceeding or a Chapter in BookForeword/postscript

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 BookConference contribution

1 Citation (Scopus)

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 journalArticle

Open Access

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

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

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 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 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 triple store implementation to support tabular data

Brittliff, N. & Sharma, D., 2014, Data Mining and Analytics 2014: Proceedings of the 12th Australasian Data Mining Conference (AusDM 2014). Li, X., Liu, L., Ong, K-L. & Zhao, Y. (eds.). Australian Computer Society, Vol. 158. p. 59-67 9 p. (Conferences in Research and Practice in Information Technology Series; vol. 158).

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

Open Access

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

2 Citations (Scopus)
1 Downloads (Pure)

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

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

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

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

1 Citation (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

The schema last approach to data fusion

Brittliff, N. & Sharma, D., 2014, Twelfth Australasian Data Mining Conference (AusDM14): Proceedings of the 12th Australasian Data Mining Conference, AusDM 2014. Li, X., Liu, L., Ong, K-L. & Zhao, Y. (eds.). Brisbane, Australia: Australian Computer Society, Vol. 158. p. 51-58 8 p. (Conferences in Research and Practice in Information Technology Series; vol. 158).

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

Open Access
File
3 Downloads (Pure)
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)