• 180 Citations
  • 6 h-Index
20092020

Research output per year

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Research Output

2020

A Data Mining Framework to Predict Cyber Attack for Cyber Security

Rahman, M. A., Al-Saggaf, Y. & Zia, T., 25 May 2020, (Accepted/In press) The 15th IEEE Conference on Industrial Electronics and Applications (ICIEA2020). Kristiansand, Norway: IEEE Xplore

Research output: Book chapter/Published conference paperConference paper

A Framework for Mind Wandering Detection Using EEG Signals

Tasika, N. J., Haque, M. H., Rimo, M. B., Haque, M. A., Alam, S., Tamanna, T., Rahman, M. A. & Parvez, M. Z., 28 Apr 2020, (Accepted/In press) IEEE Region 10 Symposium (TENSYMP) 2020. IEEE Xplore

Research output: Book chapter/Published conference paperConference paper

A Novel Incremental Clustering Technique with Concept Drift Detection

Woodbright, M., Rahman, M. A. & Islam, M. Z., 30 Mar 2020, arXiv.org.

Research output: Textual Creative WorksCreative Works Original - Textual

Clustering biomedical and gene expression datasets with kernel density and unique neighborhood set based vein detection

Rahman, M. A., Ang, L-M. & Seng, K. P., Jul 2020, In : Information Systems. 91, p. 1-7 7 p., 101490.

Research output: Contribution to journalArticle

Deep Learning Based Binary Classification for Alzheimer’s Disease Detection using Brain MRI Images

Rahman, M. A., Hossain, E., Hasan, M., Hassan, S. Z., Azmi, T. H. & Parvez, M. Z., 20 May 2020, The 15th IEEE Conference on Industrial Electronics and Applications (ICIEA2020) 2020. Kristiansand, Norway: IEEE Xplore

Research output: Book chapter/Published conference paperConference paper

Detection of Brain Tumor and Identification of Tumor Region using Deep Neural Network on fMRI Images

Mashiat, A., Akhlaque, R. R., Fariha, F. H., Reza, T., Rahman, M. A. & Parvez, M. Z., 19 May 2020, The 19th International Conference on Machine Learning and Cybernetics (ICMLC) 2020. University of Adelaide Adelaide, Australia: IEEE Xplore

Research output: Book chapter/Published conference paperConference paper

Detection of Stress for Visually Impaired People using EEG Signals based on Time-Frequency Domain Analysis

Sultana, S., Rahman, M. A. & Parvez, M. Z., 19 May 2020, (Accepted/In press) The 19th International Conference on Machine Learning and Cybernetics (ICMLC) 2020. University of Adelaide Adelaide, Australia: IEEE Xplore

Research output: Book chapter/Published conference paperConference paper

Using data mining to predict Emergency Department length of stay greater than 4 hours: Derivation and single-site validation of a decision tree algorithm

Rahman, M. A., Honan, B., Glanville, T., Hough, P. & Walker, K., Jun 2020, In : Emergency Medicine Australasia. 32, 3, p. 416-421 6 p.

Research output: Contribution to journalArticle

2 Citations (Scopus)

Using data mining to predict Emergency Department length of stay greater than 4 hours

Rahman, M. A., Honan, B., Glanville, T., Hough, P. & Walker, K., 04 Mar 2020.

Research output: Other contribution to conferenceAbstract

2018

Application of a Density Based Clustering Technique on Biomedical Datasets

Rahman, M. A. & Islam, M. Z., Dec 2018, In : Applied Soft Computing. 73, p. 623-634 12 p., ASOC5091.

Research output: Contribution to journalArticle

5 Citations (Scopus)
19 Citations (Scopus)

Unique Neighborhood Set Parameter Independent Density-Based Clustering with Outlier Detection

Rahman, M. A., Ang, L-M. & Seng, K. P., 13 Aug 2018, In : IEEE Access. 6, 1, p. 44707-44717 11 p.

Research output: Contribution to journalArticle

9 Citations (Scopus)
2015

AWST: A Novel Attribute Weight Selection Technique for Data Clustering

Rahman, M. A. & Islam, M. Z., 2015, Proceedings of the Thirteenth Australasian Data Mining Conference (AusDM 15). Australia: CRPIT, p. 51-58 8 p.

Research output: Book chapter/Published conference paperConference paper

Effectiveness of using a classroom response system in enhancing classroom interactivity and students’ learning

Shaeri, S., Hossein, J. & Rahman, M. A., 01 Dec 2015, Proceedings of the 26th Annual Conference of the Australasian Association for Engineering Education: AAEE2015. p. 1-8 8 p.

Research output: Book chapter/Published conference paperConference paper

Open Access
File
13 Citations (Scopus)
8 Downloads (Pure)
2014

A hybrid clustering technique combining a novel genetic algorithm with K-Means

Rahman, M. A. & Islam, M. Z., 2014, In : Knowledge-Based Systems. 71, p. 345-365 21 p.

Research output: Contribution to journalArticle

100 Citations (Scopus)
5 Downloads (Pure)
Open Access
File
103 Downloads (Pure)

DenClust: A Density Based Seed Selection Approach for K-Means

Rahman, M. A., Islam, M. Z. & Bossomaier, T., 2014, ICAISC 2014. Switzerland: Springer International Publishing, Vol. 8468. p. 784-795 12 p.

Research output: Book chapter/Published conference paperConference paper

Open Access
File
6 Citations (Scopus)
8 Downloads (Pure)
2013

CRUDAW: A Novel Fuzzy Technique for Clustering Records Following User Defined Attribute Weights

Rahman, M. A. & Islam, M. Z., 2013, Conferences in Research and Practice in Information Technology Series: AusDM 2012. Christen, P. C. P., Zhao, Y., Li, J. & Kennedy, PJ. (eds.). Sydney, NSW: Australian Computer Society Inc, Vol. 134. p. 27-42 16 p. (Conferences in Research and Practice in Information Technology Series; vol. 134).

Research output: Book chapter/Published conference paperConference paper

Open Access
File
13 Citations (Scopus)
20 Downloads (Pure)
2011

Seed-Detective: A Novel Clustering Technique Using High Quality Seed for K-Means on Categorical and Numerical Attributes

Rahman, M. A. & Islam, M. Z., 2011, 9th Australasian Data Mining Conference: AusDM 2011. Estivill-Castro, V. & Simoff, S. (eds.). Sydney Australia: Australian Computer Society Inc, Vol. 121. p. 211-220 10 p. (Conferences in Research and Practice in Information Technology Series; vol. 121).

Research output: Book chapter/Published conference paperConference paper

6 Citations (Scopus)
2009

Modeling spammer behavior: naive Bayes vs. artificial neural networks

Islam, M. S., Khaled, S. M., Farhan, K., Rahman, M. A. & Rahman, J., 2009, Information and Multimedia Technology, 2009. ICIMT'09. International Conference on. p. 52-55 4 p.

Research output: Book chapter/Published conference paperConference paper

7 Citations (Scopus)

Performance measurement of various routing protocols in ad-hoc networks

Rahman, M. A., Islam, S. & Talevski, A., 2009, International MultiConference of Engineers and Computer Scientists (IMECS 2009). IAENG

Research output: Book chapter/Published conference paperConference paper