Faculty:Faculty of Science & Technology
With a wealth of teaching and research experience in computer systems and internet security, Alamgir is the Director of our Information Technology Institute (ARITI).
View Alamgir's profile on Google Scholar.
Alamgir’s past teaching and research experience includes:
He also served in:
With a publication in ‘Nature’, Alamgir has published over 300 peer reviewed research articles and 9 books.
Alamgir's research interests include:
Alamgir is currently supervising the following PhD researchers
We welcome applications for postgraduate research under the supervision of Alamgir Hossain. We also have a number of exciting research project opportunities that you may want to consider. These are self-funded research proposals that have already been identified by our staff.
Alauthman, M., Aslam, N., Zhang, L. and Hossain, M.A. 2016. A P2P Botnet detection scheme based on decision tree and adaptive multilayer neural networks. Neural Computing and Applications. doi:10.1007/s00521-016-2564-5
Al-Mamun, M., Ravenhill, L., Srisukkham, W., Hossain, M.A., Fall, C., Ellis, V. and Bass, R. 2016. Effects of Noninhibitory Serpin Maspin on the Actin Cytoskeleton: A Quantitative Image Modeling Approach. Microscopy and Microanalysis, Volume 22, Issue 2, pp. 394-409. https://dx.doi.org/10.1017/S1431927616000520
Wonders, M., Ghassemlooy, Z. and Hossain, M.A. 2016. Training with synthesised data for disaggregated event classification at the water meter. Expert Systems with Applications, 43, pp 15-22.
Al-Mamun, M.A., Farid, D.M., Ravenhil, L., Hossain, M.A. Fall, C. and Bass, R. 2016. An in silico model to demonstrate the effects of Maspin on cancer cell dynamics. Journal of Theoretical Biology, 388, pp 37-49.
Zhang, Y., Zhang, L., Neoh, S.C., Mistry, K., and Hossain, M.A. 2015. Intelligent affect regression for bodily expressions using hybrid particle swarm optimization and adaptive ensembles. Expert Systems with Applications, 42(22), 8678–8697. http://doi.org/10.1016/j.eswa.2015.07.022
Zhang, L., Mistry, K., Jiang, M., Neoh, S.C. and Hossain, M.A. 2015. Adaptive facial point detection and emotion recognition for a humanoid robot. Computer Vision and Image Understanding, Volume 140, pp 93–114. http://dx.doi.org/10.1016/j.cviu.2015.07.007
Dahal, K., Almejalli, K., Hossain, M.A. and Chen, W. 2015. GA-Based Learning for Rule Identification in Fuzzy Neural Networks. Applied Soft Computing, 35, pp. 605–17. doi:10.1016/j.asoc.2015.06.046.
Neoh, S.C., Zhang, L., Mistry, K., Hossain, M.A., Lim, C.P., Aslam, N., and Kinghorn, P. 2015. Intelligent facial emotion recognition using a layered encoding cascade optimization model. Applied Soft Computing, 34, 72–93. http://doi.org/10.1016/j.asoc.2015.05.006
Zhang, Y., Zhang, L., and Hossain, M. A. 2015. Adaptive 3D facial action intensity estimation and emotion recognition. Expert Systems with Applications, 42(3), pp. 1446–1464. http://doi.org/10.1016/j.eswa.2014.08.042
Neoh, S.C., Srisukkham, W., Zhang, L., Todryk, S., Greystoke, B., Peng L.C., Hossain, M.A., and Aslam, N. 2015. An Intelligent Decision Support System for Leukaemia Diagnosis Using Microscopic Blood Images. Nature Scientific Reports, vol. 5. Nature Publishing Group: 14938. doi:10.1038/srep14938
Bourouis, M. Feham, Hossain, M.A. and Zhang, L., 2014. An Intelligent Mobile based Decision Support System for Retinal Disease Diagnosis. Decision Support Systems, Elsevier Science, 59, pp.341-350
Farid, D.M., Zhang, L., Rahman, C.M., Hossain, M.A. and Strachen, R., 2014. Hybrid Decision Tree and Naïve Bayes Classifiers for Multi-class Classification Tasks. Expert Systems with Applications, Elsevier Science, 41(4), pp.1937-1946. http://dx.doi.org/10.1016/j.eswa.2013.08.089
Barraclough, P., Hossain, M.A., Sexton, G. and Aslam, N., 2013. Intelligent Phishing Detection and Protection Scheme for Online Transactions. Journal of Expert Systems with Applications, 40(11), pp.4697-4706.
Al-Mamun, M.A., Hossain, M.A., Brown, L.J., Fall, C., Wagstaff, L. and Bass, R., 2013. A Hybrid Computational Model for the Effects of Maspin on Cancer Cell Dynamics. Journal of Theoretical Biology, 337, pp.150-160. http://dx.doi.org/10.1016/j.jtbi.2013.08.016
Alam, M.S., Hossain, M.A., Algoul, S., Majumder, M.A., Al-Mamun, M.A., Sexton, G. and Phillips, R., 2013. Multi-Objective Multi-drug Scheduling Schemes for Cell Cycle Specific Cancer Treatment. Journal of Computers and Chemical Engineering, Elsevier Science, http://dx.doi.org/10.1016/j.compchemeng.2013.05.021
Farid, D.,M., Zhang, L., Hossain, M.A., Rahman, C.M., Strachen, R., Sexton, G. and Dahal, K., 2013. An Adaptive Ensemble Classifier for Mining Concept Drifting Data Streams. Journal of Expert Systems with Applications, 40(15), pp.5787-6222. http://dx.doi.org/10.1016/j.eswa.2013.05.001
Kazmi, N., Hossain, M.A., and Phillips, R. 2012. Avascular Tumour Growth Dynamics and the Constraints of Protein Binding for Drug Transportation. Journal of Theoretical Biology, Elsevier Science, 313(21), pp.142-152. http://dx.doi.org/10.1016/j.jtbi.2012.07.026.
Dahal, K.P., Almejali, K. and Hossain, M.A., 2012. Decision Support for Coordinated Road Traffic Control Actions. Decision Support Systems, Elsevier Science, http://dx.doi.org/10.1016/j.dss.2012.10.022
Kazmi, N., Hossain, M.A., and Phillips, R., 2012. A Hybrid Cellular Automaton Model of Solid Tumour Growth and Bioreductive Drug Transport. IEEE Transaction on Computational Biology and Bioinformatics, 29, DOI: 10.1109/TCBB.2012.118.
Algoul, S., Hossain, M.A., Majumder, M.A. and Alam, M.S., 2010. Multi-objective Optimal Chemotherapy Control Model for Cancer Treatment. Springer Journal on Medical and Biological Engineering and Computing, 49(1), p.49.
Aburrous, M.R., Hossain, M.A., Dahal, K.P. and Thabath, F., 2010. Intelligent Phishing Detection System for e-Banking using Fuzzy Data Mining. Journal of Expert Systems with Applications, Elsevier Science, 37, pp.7913-7921; doi:10.1016/j.eswa.2010.04.044.
Madkou, A.A., Hossain, M.A., Dahal, K.P. and Yu, H.H., 2007. Intelligent Learning Algorithms for Active Vibration Control. IEEE Transactions on Systems, Man, and Cybernetics--Part C: Applications and Reviews, IEEE, 37(5), pp.1022-1033.
Al-Mamun, M.A., Hossain, M.A., Alam, M.S. and Bass, R., 2013. A cellular automaton model of the effects of maspin on cell migration. Springer Lecture Notes on Advances in Intelligent Systems and Computing, Vol, 222, pp 53-60. Received 'Award of Scientific Excellence' in the PACBB Conference, Spain, May 2013.
Newton, M. and Hossain, M.A., 2012. Intelligent Decision Support System for Detecting the Stages in Diabetic Retinopathy. IEEE SMC, CIS2012, Limerick, Ireland. Pap ID 30. Received Best Conference Paper Award 2012.
Zhang, L., Yap, B. and Hossain, M.A., 2012. Affect Recognition from Speech and Gestures. 6th International Conference on Software, Knowledge Information, Industrial Management and Applications (SKIMA), 9-11 September, Chengdu, China. Paper ID 47. Received Best Conference Paper Award 2012.
Alam, M., Algoul, S., Hossain, M.A. and Majmuder, A., 2010. Multi-objective Particle Swarm Optimisation for Phase Specific Cancer Drug Scheduling. LCNS, Springer based on Int. Conf. on Computational Sys. Biology and Bioinformatics (CSBio 2010), 3-5 November, PapID 24, Thailand, pp.180-192. Received Best Conference Paper Award 2010.
Tokhi, M.O., Hossain, M.A., Baxter, M.J. and Fleming, P.J., 1995. Heterogeneous and homogenous architecture for real-time active vibration control. IET, Control Theory and Application, Part-D, 142(6), UK, pp.625-632. Received IET F C Willam Best Paper Award, London, UK.