Data Science Research Unit

2015

A differentially private decision forest

Fletcher, S. & Islam, M. Z., 2015, Proceedings of the Thirteenth Australasian Data Mining Conference (AusDM 15) . Australia: CRPIT, p. 99-108 10 p.

Research output: Book chapter/Published conference paper › Conference paper › peer-review

10 Citations (Scopus)

5 Downloads (Pure)

A differentially private random decision forest using reliable signal-to-noise ratios

Fletcher, S. & Islam, M. Z., 2015, AI 2015: Advances in Artiﬁcial Intelligence: 28th Australasian Joint Conference Proceedings. Pfahringer , B. & Renz, J. (eds.). Germany: Springer, Vol. 9457. p. 192-203 12 p. (Lecture Notes in Artiﬁcial Intelligence; vol. 9457).

Research output: Book chapter/Published conference paper › Conference paper › peer-review

20 Citations (Scopus)

5 Downloads (Pure)

Agricultural reuse of pond effluent and quantitative microbial risk assessment

Xie, G., Li, M., Sheludchenko, M., Melvin, S., Padovan, A., Kozak, S., Akker, B. V. D., Mengersen, K., Dunn, P., Zhang, H., Lemckert, C., Stratton, H. & Roiko, A., 2015, Ozwater 2015. St Leonards, NSW: Australian Water Association, p. 1-7 7 p.

Research output: Book chapter/Published conference paper › Conference paper › peer-review

A model to improve quality of service (QoS) in cloud based virtual lab framework

Tamang, P., Alsadoon, A., Withana, C., Hoe, L. S. & Elchouemi, A., 02 Dec 2015, 2015 International Conference and Workshop on Computing and Communication, IEMCON 2015. Chakrabarti, S. & Saha, H. N. (eds.). IEEE, Institute of Electrical and Electronics Engineers, p. 1-4 4 p. 7344519. (2015 International Conference and Workshop on Computing and Communication, IEMCON 2015).

Research output: Book chapter/Published conference paper › Conference paper › peer-review

5 Citations (Scopus)

An analysis of human engagement behaviour using descriptors from human feedback, eye tracking, and saliency modelling

Podder, P., Paul, M., Debnath, T. & Murshed, M., 2015, Proceedings of the 2015 International Conference on Digital Image Computing: Techniques and Applications. United States: IEEE, Institute of Electrical and Electronics Engineers, p. 1-8 8 p.

Research output: Book chapter/Published conference paper › Conference paper › peer-review

12 Citations (Scopus)

2 Downloads (Pure)

An effective T-way test data generation strategy

Rabbi, K. & Mamun, Q., 2015, Security and Privacy in Communication Networks: 11th International Conference, SecureComm 2015. Belgium: European Alliance for Innovation, p. 633-648 16 p.

Research output: Book chapter/Published conference paper › Conference paper › peer-review

1 Citation (Scopus)

An efficient method for video summarization using moving object information

Salehin, M. & Paul, M., 2015, Proceedings of the 18th International Conference on Computer and Information Technology : ICCIT 2015. United States: IEEE, Institute of Electrical and Electronics Engineers, p. 237-242 6 p.

Research output: Book chapter/Published conference paper › Conference paper › peer-review

1 Citation (Scopus)

An efficient particle swarm intelligence based strategy to generate optimum test data in T-way testing

Rabbi, K., Mamun, Q. & Islam, M. R., 2015, Proceedings of the 2015 IEEE 10th Conference on Industrial Electronics and Applications (ICIEA). USA: IEEE, p. 123-128 6 p.

Research output: Book chapter/Published conference paper › Conference paper › peer-review

9 Citations (Scopus)

5 Downloads (Pure)

A novel approach to maximize the sum-rate for MIMO broadcast channels

Khan, M., Islam, M. R. & Chowdhury, M., 2015, Proceedings of the 2015 IEEE/ACIS 16th International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD). Saisho, K. (ed.). USA: IEEE, Institute of Electrical and Electronics Engineers, 5 p.

Research output: Book chapter/Published conference paper › Conference paper › peer-review

1 Citation (Scopus)

A Secure Cross-Domain SIP Solution for Mobile Ad Hoc Network Using Dynamic Clustering

Aburumman, A., Seo, W. J., Islam, M. R., Khan, M. & Choo, K.-K. R., 2015, ATCS2015: 10th International Conference on Security and Privacy in Communication Networks (SECURECOMM 2015). Germany: Springer, Vol. 164. p. 649-664 6 p.

Research output: Book chapter/Published conference paper › Conference paper › peer-review

20 Citations (Scopus)

7 Downloads (Pure)

A survey on human action recognition using depth sensors

Liang, B. & Zheng, L., 2015, Proceedings of the 2015 International Conference on Digital Image Computing: Techniques and Applications. United States: IEEE, Institute of Electrical and Electronics Engineers, p. 1-8 8 p.

Research output: Book chapter/Published conference paper › Conference paper › peer-review

44 Citations (Scopus)

A tree shaped monopole antenna for GPR applications

Sharif, A., Chattha, H. T., Aftab, N., Saleem, R. & Ur Rehman, S., 2015, 2015 International Symposium on Antennas and Propagation, ISAP 2015. IEEE, Institute of Electrical and Electronics Engineers, p. 1-3 7447482. (2015 International Symposium on Antennas and Propagation, ISAP 2015).

Research output: Book chapter/Published conference paper › Conference paper › peer-review

Avoiding honeypot detection in peer-to-peer botnets

Al-Hakbani, M. M. & Dahshan, M. H., 23 Sept 2015, ICETECH 2015 - 2015 IEEE International Conference on Engineering and Technology. United States: IEEE, Institute of Electrical and Electronics Engineers, p. 1-7 7 p. 7275017. (ICETECH 2015 - 2015 IEEE International Conference on Engineering and Technology).

Research output: Book chapter/Published conference paper › Conference paper › peer-review

13 Citations (Scopus)

AWST: A novel attribute weight selection technique for data clustering

Rahman, M. A. & Islam, M. Z., 2015, Proceedings of the 13th Australasian Data Mining Conference (AusDM 2015). Islam, M. Z., Chen, L., Ong, K.-L., Zhao, Y., Nayak, R. & Kennedy, P. (eds.). Australia: CRPIT, Vol. 168. p. 51-58 8 p.

Research output: Book chapter/Published conference paper › Conference paper › peer-review

Open Access

BYOD Security: A New Business Challenge

Downer, K. & Bhattacharya, M., 2015, SC2 2015. United States: IEEE, Institute of Electrical and Electronics Engineers, p. 1128-1133 6 p.

Research output: Book chapter/Published conference paper › Conference paper › peer-review

Open Access

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33 Citations (Scopus)

66 Downloads (Pure)

Calculating Confidence Intervals for a Spatial Microsimulation Model Using a Z-statistic Error

Rahman, A., 2015, 5th World Congress of the International Microsimulation Association (IMA). Luxembourg: Luxembourg Institute of Socio-Economic Research (LISER), p. 1-17 17 p.

Research output: Book chapter/Published conference paper › Conference paper

Changes in heart rate circadian rhythm following exercise in middle-aged men

Jelinek, H., Karmakar, C., Kiviniemi, A. M., Tulppo, M. P., Makikallio, T. H., Hautala, A. L., Huikuri, H. V., Khandoker, A. H. & Palaniswami, M., 2015, 2015 Computing in Cardiology Conference: Volume 42. Murray, A. (ed.). United States: IEEE, Institute of Electrical and Electronics Engineers, Vol. 42. p. 1053-1056 4 p.

Research output: Book chapter/Published conference paper › Conference paper › peer-review

Clothes maketh the man and the regional mall

Duncan, R., Bossomaier, T., D'Alessandro, S. & Murphy, D., 2015, 14th International Conference on Modeling and Applied Simulation (MAS 2015) (held at the 12th International Multidisciplinary Modeling and Simulation Multi-Conference: I3M2015). Red Hook, New York: I3M, p. 26-33 8 p.

Research output: Book chapter/Published conference paper › Conference paper › peer-review

2 Citations (Scopus)

5 Downloads (Pure)

Clustering by genetic algorithm: High quality chromosome selection for initial population

Beg, A. H. & Islam, M. Z., 2015, Proceedings of the 2015 IEEE 10th Conference on Industrial Electronics and Applications (ICIEA). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 129-134 6 p.

Research output: Book chapter/Published conference paper › Conference paper › peer-review

10 Citations (Scopus)

Complement random forest

Adnan, M. N. & Islam, M. Z., 2015, Proceedings of the Thirteenth Australasian Data Mining Conference (AusDM 15). Australia: CRPIT, p. 89-97 9 p.

Research output: Book chapter/Published conference paper › Conference paper › peer-review

Open Access

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7 Citations (Scopus)

68 Downloads (Pure)

Conics Detection Method based on Pascal's Theorem

Salehin, M., Zheng, L. & Gao, J., 2015, Proceedings of the 10th International Conference on Computer Vision Theory and Applications. Setúbal, Portugal: Scitepress, p. 491-497 7 p.

Research output: Book chapter/Published conference paper › Conference paper › peer-review

Open Access

File

4 Citations (Scopus)

38 Downloads (Pure)

Connected P-Percent Coverage in Wireless Sensor Networks based on Degree Constraint Dominating Set Approach

Mostafaei, H., Chowdhury, M., Islam, M. R. & Gholizadeh, H., 2015, MSWiM 2015: Proceedings of the 18th ACM International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems. New York: Association for Computing Machinery, p. 157-160 4 p.

Research output: Book chapter/Published conference paper › Conference paper › peer-review

13 Citations (Scopus)

Countering Social Engineering through Social Media: An Enterprise Security Perspective

Wilcox, H. & Bhattacharya, M., 2015, ICCCI 2015. United States: Springer-Verlag London Ltd., Vol. 9330. p. 54-64 11 p.

Research output: Book chapter/Published conference paper › Conference paper › peer-review

13 Citations (Scopus)

Data collection with screen capture

Traish, J., Tulip, J. & Moore, W., 2015, AISB Convention 2015: Proceedings of the AISB 2015 Symposium on AI and Games. Romano, D. & Moffat, D. (eds.). United Kingdom: The Society for the Study of Artificial Intelligence and the Simulation of Behaviour, p. 1-4 4 p.

Research output: Book chapter/Published conference paper › Conference paper › peer-review

Open Access

Defence against code injection attacks

Alnabulsi, H., Mamun, Q., Islam, M. R. & Chowdhury, M. U., 2015, Proceedings of the International Conference on Security and Privacy in Communication Networks: 10th International ICST Conference, SecureComm 2014. Tian, M., Jing, S. & Jing, J. (eds.). Switzerland: Springer, Vol. 153. p. 237-251 15 p.

Research output: Book chapter/Published conference paper › Conference paper › peer-review

1 Citation (Scopus)

2 Downloads (Pure)

Design of an augmented telerobotic stereo vision system and associated security concerns

Islam, S., Al-Mohammed, M., Islam, R., Bhattacharya, M., Alkharobi, T. M. & Buhari, S. M., 2015, Proceedings of the 2015 IEEE 10th Conference on Industrial Electronics and Applications (ICIEA). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 1809-1814 6 p.

Research output: Book chapter/Published conference paper › Conference paper › peer-review

2 Citations (Scopus)

Discovering social networks using a mobile phone game

Bossomaier, T., Duncan, R., D'Alessandro, S., Evans, M. & Hossian, L., 2015, 14th International Conference on Modeling and Applied Simulation (MAS 2015) (held at the 12th International Multidisciplinary Modeling and Simulation Multi-Conference: I3M2015). Red Hook, New York: I3M, p. 189-195 7 p.

Research output: Book chapter/Published conference paper › Conference paper › peer-review

5 Downloads (Pure)

Distributed Denial of Service attack on cloud: Detection and prevention

Khadka, B., Withana, C., Alsadoon, A. & Elchouemi, A., 02 Dec 2015, 2015 International Conference and Workshop on Computing and Communication, IEMCON 2015. Chakrabarti, S. & Saha, H. N. (eds.). IEEE, Institute of Electrical and Electronics Engineers, 6 p. 7344496. (2015 International Conference and Workshop on Computing and Communication, IEMCON 2015).

Research output: Book chapter/Published conference paper › Conference paper › peer-review

13 Citations (Scopus)

Dynamic Feature Selection (DFS) based Data Clustering Technique on Sensory Data Streaming in eHealth Record System

Rabbi, K., Mamun, Q. & Islam, M. R., 2015, Proceedings of the 2015 IEEE 10th Conference on Industrial Electronics and Applications (ICIEA). USA: IEEE, Institute of Electrical and Electronics Engineers, p. 661-665 5 p.

Research output: Book chapter/Published conference paper › Conference paper › peer-review

3 Citations (Scopus)

6 Downloads (Pure)

Efficient coding strategy for HEVC performance improvement by exploiting motion features

Podder, P., Paul, M. & Murshed, M., 2015, ICASSP 2015. USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1414-1418 5 p.

Research output: Book chapter/Published conference paper › Conference paper › peer-review

7 Citations (Scopus)

4 Downloads (Pure)

Efficient Compression of Hyperspectral Images Using Optimal Compression Cube and Image Plane

Xiao, R. & Paul, M., 2015, MMM2015: 21st proceedings. Switzerland: Springer, p. 167-179 13 p.

Research output: Book chapter/Published conference paper › Conference paper › peer-review

2 Citations (Scopus)

4 Downloads (Pure)

Elliptical UWB antenna with quad band notch functionality

Saleem, R., Shabbir, T., Ur Rehman, S. & Shafique, M. F., 2015, 2015 International Symposium on Antennas and Propagation, ISAP 2015. IEEE, Institute of Electrical and Electronics Engineers, 3 p. 7447475. (2015 International Symposium on Antennas and Propagation, ISAP 2015).

Research output: Book chapter/Published conference paper › Conference paper › peer-review

Endurance Exercise Improves Heart Rate Complexity in the Presence of Vagal Withdrawal in Young Adults

Perkins, S., Jelinek, H., de Jong, B., Cornforth, D. J., Tarvainen, M. P. & Al-Aubaidy, H., 2015, Computing in Cardiology 2015: Volume 42. Murray, A. (ed.). United States: IEEE, Institute of Electrical and Electronics Engineers, Vol. 42. p. 1025-1028 4 p. 7411088

Research output: Book chapter/Published conference paper › Conference paper › peer-review

1 Citation (Scopus)

Enhanced Apriori Algorithm model in course suggestion system

Bhandari, P., Withana, C., Alsadoon, A. & Elchouemi, A., 02 Dec 2015, 2015 International Conference and Workshop on Computing and Communication, IEMCON 2015. Chakrabarti, S. & Saha, H. N. (eds.). IEEE, Institute of Electrical and Electronics Engineers, 5 p. 7344527. (2015 International Conference and Workshop on Computing and Communication, IEMCON 2015).

Research output: Book chapter/Published conference paper › Conference paper › peer-review

4 Citations (Scopus)

Epileptic Seizure Prediction by Exploiting Signal Transitions Phenomena

Parvez, M. & Paul, M., 2015, ICBBT 2015. 12 ed. Greece: World Scientific and Engineering Academy and Society, Vol. 9. p. 840-844 5 p.

Research output: Book chapter/Published conference paper › Conference paper › peer-review

Open Access

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50 Downloads (Pure)

Epileptic seizure prediction by extracting relative and fine changes of signal transitions

Parvez, M. & Paul, M., 2015, EMBC 2015. USA: IEEE, p. 1-6 6 p.

Research output: Book chapter/Published conference paper › Conference paper › peer-review

Evaluating a micro-payment system for mobile electronic commence

Huang, X., Dai, X., Singh, E. & Huang, W., 2015, Cooperative Design, Visualization, and Engineering: Proceedings of the 12th International Conference, CDVE 2015. Germany: Springer, p. 87-92 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9320).

Research output: Book chapter/Published conference paper › Conference paper › peer-review

Fast Inter-Mode Decision Strategy for HEVC on Depth Videos

Podder, P., Paul, M. & Murshed, M., 2015, Proceedings of the 18th International Conference on Computer and Information Technology: ICCIT 2015. United States: IEEE, Institute of Electrical and Electronics Engineers, p. 288-293 6 p.

Research output: Book chapter/Published conference paper › Conference paper › peer-review

2 Citations (Scopus)

Fusion of Foreground Object, Spatial and Frequency Domain Motion Information for Video Summarization

Salehin, M. & Paul, M., 2015, PSIVT 2015. Huang, F. & Sugimoto, A. (eds.). Germany: Springer, Vol. 9555. p. 319-331 13 p.

Research output: Book chapter/Published conference paper › Conference paper › peer-review

5 Citations (Scopus)

1 Downloads (Pure)

Human surveillance system for security application

Chowdhury, M. M. H., Gao, J. & Islam, M. R., 2015, ATCS2015: 10th International Conference on Security and Privacy in Communication Networks (SECURECOMM 2015). Germany: Springer, Vol. 164. p. 711-724 14 p.

Research output: Book chapter/Published conference paper › Conference paper › peer-review

9 Citations (Scopus)

Improving hydrodynamic performance of waste stabilisation ponds using three-dimensional numerical models

Li, M., Zhang, H., Lemckert, C. & Stratton, H., 2015, 21st International Congress on Modelling and Simulation. Weber, T., McPhee, M. J. & Anderson, R. S. (eds.). Australia: Modelling & Simulation Society of Australia and NZ, p. 2507-2513 7 p.

Research output: Book chapter/Published conference paper › Conference paper › peer-review

Open Access

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2 Citations (Scopus)

21 Downloads (Pure)

Improving the Random Forest Algorithm by Randomly Varying the Size of the Bootstrap Samples for Low Dimensional Data Sets

Adnan, M. N. & Islam, M. Z., 2015, ESANN 2015 proceedings: European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning. Belgium: i6doc.com publication, p. 391-396 6 p.

Research output: Book chapter/Published conference paper › Conference paper › peer-review

Open Access

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7 Citations (Scopus)

60 Downloads (Pure)

Incorporating simulation tools in the teaching of digital logic design

Prasad, P. W. C., Alsadoon, A., Beg, A. & Chan, A., 02 Apr 2015, Proceedings of the 4th IEEE International Conference on Control System, Computing and Engineering: ICCSCE 2014. IEEE, Institute of Electrical and Electronics Engineers, p. 18-22 5 p. 7072682

Research output: Book chapter/Published conference paper › Conference paper › peer-review

8 Citations (Scopus)

Incremental Relay Based Cooperative Communication in Wireless Body Area Networks

Yousaf, S., Javaid, N., Khan, Z. A., Qasim, U., Imran, M. & Iftikhar, M., 2015, Proceedings of the The 6th International Conference on Ambient Systems, Networks and Technologies (ANT-2015), the 5th International Conference on Sustainable Energy Information Technology (SEIT-2015). Netherlands: Elsevier BV, Vol. 52. p. 552-559 8 p.

Research output: Book chapter/Published conference paper › Conference paper › peer-review

Open Access

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16 Citations (Scopus)

74 Downloads (Pure)

Influences of learning styles on learner satisfaction in E-learning environment

Huiting, H., Prasad, P. W. C., Alsadoon, A. & Bajaj, K. S., 02 Dec 2015, 2015 International Conference and Workshop on Computing and Communication, IEMCON 2015. Chakrabarti, S. & Saha, H. N. (eds.). IEEE, Institute of Electrical and Electronics Engineers, 5 p. 7344511. (2015 International Conference and Workshop on Computing and Communication, IEMCON 2015).

Research output: Book chapter/Published conference paper › Conference paper › peer-review

5 Citations (Scopus)

Is a short re-feeding program effective in reducing adverse cardiac events in eating disorder patients?

Jelinek, H., Tarvainen, M. P., Cornforth, D. J., Spence, I. & Russell, J., 2015, Computing in Cardiology 2015: Volume 42. Murray, A. (ed.). United States: IEEE, Institute of Electrical and Electronics Engineers, Vol. 42. p. 985-987 3 p.

Research output: Book chapter/Published conference paper › Conference paper › peer-review

1 Citation (Scopus)

Joint Texture and Depth Coding using Cuboid Data Compression

Paul, M., Chakraborty, S., Murshed, M. & Podder, P., 2015, Proceedings of the 18th International Conference on Computer and Information Technology : ICCIT 2015. United States: IEEE, Institute of Electrical and Electronics Engineers, p. 138-143 6 p.

Research output: Book chapter/Published conference paper › Conference paper › peer-review

Learning from Demonstration Using GMM, CHMM and DHMM: A Comparison

Ge, F., Moore, W. & Antolovich, M., 2015, AI 2015. Pfahringer, B. & Renz, J. (eds.). Switzerland: Springer, Vol. 9457. p. 204-217 14 p.

Research output: Book chapter/Published conference paper › Conference paper › peer-review

1 Citation (Scopus)

Lossless image coding using binary tree decomposition of prediction residuals

Ali, M., Murshed, M., Shahriyar, S. & Paul, M., 2015, PCS 2015 Proceedings: 2015 Picture Coding Symposium (PCS) with 2015 Packet Video Workshop (PV). USA: IEEE, Institute of Electrical and Electronics Engineers, p. 194-198 5 p.

Research output: Book chapter/Published conference paper › Conference paper › peer-review

3 Citations (Scopus)

Low Rank Representation on Riemannian Manifold of Symmetric Positive Definite Matrices

Fu, Y., Gao, J., Hong, X. & Tien, D., 2015, SDM 2015. Venkatasubramanian, S. & Ye, J. (eds.). United States: Society for Industrial and Applied Mathematics, p. 316-324 9 p.

Research output: Book chapter/Published conference paper › Conference paper › peer-review

Open Access

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13 Citations (Scopus)

464 Downloads (Pure)

Data Science Research Unit

Research output

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