PHOTO: Dr. Joarder

 


Dr. Joarder Kamruzzaman

Senior Lecturer 

Office:

4N-207

Phone: 

+61 3 9902 6665 or +61 3 5122 6665

Fax:

+61 8 9902 6879 or +61 3 5122 6879

E-mail:

Joarder.Kamruzzaman@infotech.monash.edu.au

Mail: 

 

Gippsland School of  Information Technology 
Monash University
Gippsland Campus
Churchill, VIC 3842, Australia

 

 

 

Joarder kamruzzaman received his B.Sc. and M.Sc. in Electrical and Electronic Engineering from Bangladesh University of Engineering & Technology (BUET), Dhaka, Bangladesh and his PhD in Information System Engineering from Muroran Institute of Technology, Japan. He is currently a faculty member in the Faculty of Information Technology, Monash University, Australia. Before joining Monash University, Dr. Kamruzzaman worked with James Cook University, Australia and BUET, Bangladesh. His research interest includes computer networks, bioinformatics and computational intelligence. He has published over 110 peer-reviewed research publications which includes 30 journal papers and 5 book chapters. He has edited two reference books on computational intelligence and served as a program committee member of a number of international conferences.

 

                           

 Teaching Areas
 Research Interests
 Publications
 Supervision
 Professional Services
 Useful Links

        Teaching Areas

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        Research Interests
 

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        Publications

                  List of Publications

                  Books Edited:

                    Artificial Neural Networks in Finance & Manufacturing, edited by J. Kamruzzaman, R. K. Begg and R. Sarker, 2006

                    ANNs in Heathcare: Potential & Challenges, edited by J. Kamruzzaman, R. K. Begg and R. Sarker, 2006

 

                  Selected Publications

I. Ahmad, J. Kamruzzaman and D. Habibi, "Rerouting in Advance for Preempted IR Calls in QoS-enabled Networks," Computer Communications (in press).
I. Ahmad and J. Kamruzzaman , "Preemption-aware instantaneous request call routing for networks with book-ahead reservation," IEEE Transactions on Multimedia, vol. 9, no.7, pp. 1456-1465, 2007.
I. Ahmad and J. Kamruzzaman , "Preemption Policy in QoS-Enabled Networks: A Customer Centric Approach," Journal of Research and Practice in Information Technology, vol. 39, no.1, pp. 61-79, 2007.
P. Bidargaddi, M. Chetty and J. Kamruzzaman, "Hidden markov models incorporating fuzzy measures and integrals for protein sequence identification and alignment," Genomics Proteomics & Bioinformatics, Elsevier Ltd, Netherlands, 2008 (in press).
Yasir Arafat, Joarder Kamruzzaman, Gour C. Karmakar, Juan Fernandez-Recio, "Predicting Protein-Protein Interfaces as Clusters of Optimal Docking Area Points," International Journal of Data Mining and Bioinformatics, InderScience Publishers, 2008 (in press).
J. Kamruzzaman and R. Begg, "Support vector machines and other pattern recognition approaches to the diagnosis of cerebral palsy gait," IEEE Transaction on Biomedical Engg., vol. 53, no. 12, pp. 2479-2490, 2006.
I. Ahmad and J. Kamruzzaman , "Book-ahead call routing for flexible lifetime," IEEE Communications Letters, vol. 10, no. 6, pp. 510-512, 2006.
I. Ahmad, J. Kamruzzaman and S. Aswathanarayaniah , "A dynamic approach to reduce preemption in book-ahead reservation in QoS-enabled networks," Computer Communications, vol. 29, no. 9, pp. 1443-1457, 2006, Elsevier Ltd, Netherlands.
R. Begg and J. Kamruzzaman" Neural networks for detection and classification of walking pattern changes due to ageing," Aus. Phy. and Engg. Sci. in Med., vol. 29, no. 2, pp. 188-195, 2006, ACPSEM, Australia.
P. Bidargaddi, M. Chetty and J. Kamruzzaman, "Evaluation of fuzzy measures in profile Hidden Markov Models for protein sequences," Journal of Intelligent and Fuzzy Systems, vol. 17, no. 6, pp. 541-556, 2006, IOS Press, USA
R. Begg and J. Kamruzzaman, "A machine learning approach for automated recognition of movement patterns using basic, kinetic and kinematic gait data," Journal of Biomechanics, vol. 38, pp. 401-408, 2005, Elsevier Ltd, Netherlands
R. Sarker, J. Kamruzzaman and C. Newton, "Evolutionary Optimization (EvOpt): A Brief Review and Analysis," International Journal of Computational Intelligence and Applications, vol. 3, no. 4, pp. 1-20, 2003, World Scientific, Singapore.

A. R. Siddique and J. Kamruzzaman, "VoIP call capacity over wireless mesh networks," Proc. IEEE Global Tele. Conf., (GLOBECOM '08), 2008, December, USA.

A K M Azad and Joarder Kamruzzaman, "A framework for collaborative multi class heterogeneous wireless sensor networks," Proc. IEEE International Conference on Communications (ICC ’08), 2008.

A K M Azad and Joarder Kamruzzaman, "Asynchronous variable hop size transmission with stochastic data model for sensor networks," Proc. IEEE International Conference on Communications (ICC ’08), 2008.

S. Ahmed, G C Karmakar and J. Kamruzzaman, "Simulating geographic constraint mobility for mobile ad hoc network," Proc. 16th IEEE Intl. Symp. Modeling, Analysis & Simulation (MASCOT’08), 2008, Baltimore, USA
A K M Azad and J. Kamruzzaman, "Energy Efficient and Hop Constraint Intra-cluster Transmission for Heterogeneous Sensor Networks," Proc. IEEE Wireless Communications and Networking Conference (WCNC ’08), pp. 2117-2122, Las Vegas, 2008.
AKM Azad and J. Kamruzzaman, "Lifetime optimization through uniform energy usage among sensors for generic bs location," Proc. 50th IEEE Global Telecomm. Conference (GLOBECOM 2007), pp. 1022-1027, USA, 2007.
I. Ahmad, J. Kamruzzaman, and S. Aswathanarayaniah, "Preemption-Aware Routing for QoS-Enabled Networks," Proc. 48th IEEE Global Telecommunications Conference (GLOBECOM 2005), St. Louis, USA, 2005.
I. Ahmad, J. Kamruzzaman, and S. Aswathanarayaniah, "Revenue aware preemption policy in multimedia communication networks," Proc. IEEE Intl. Conf. on Multimedia & Expo (ICME 2005), pp. 1374- 1377, Netherlands, 2005.
N. Bidargaddi, M. Chetty and J. Kamruzzaman, "Fuzzy decoding in profile hidden markov models for protein family identification," Proc. Intl. Conf. on Bioinformatics and its Applications (ICBA’04), pp. 119-131, Singapore, 2004.
J. Kamruzzaman, R. Sarker and I. Ahmad, "SVM based models for predicting foreign exchange rates," Proc. IEEE Intl. Conf. on Data Mining (ICDM'03), pp. 557–560, Florida, USA, 2003.
J. Kamruzzaman and R. Sarker, "Forecasting of Currency Exchange Rates using ANN: A Case Study," Proc. IEEE Intl. Conf. on Neu. Net. & Sign. Process (ICNNSP03), pp. 793-797, China, 2003. Awarded Best Paper.
J. Kamruzzaman and S.M. Aziz, "A note on activation function in multilayer feedforward learning," Proc. Intl Joint Conf. on Neural Networks (IJCNN), pp. 519-523, Honolulu, USA, 2002.

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                    Supervision

                    Past:

  1. Fakhrul Islam (PhD, 2006)
  2. Iftekhar Ahmad (PhD, 2007; currently at Edith Cowan University, Australia)
  3. Niranjan Bidargaddi (PhD, 2007; currently at CSIRO, Australia)
  4. Tasadduq Imam (PhD thesis submitted in July, 2008)

                   

                    Current:

  1. AKM Azad (PhD, due in 2008)
  2. Sabbir Ahmed (PhD, due in 2008)
  3. Mohammad Iqbal bin Shahid (PhD, due in 2009)
  4. Mohammad Atiur R Siddiqui (PhD, due in 2009)
  5. Masumuzzaman Bhuiyan (PhD, due in 2010)
  6. Miraz Mamun (MSc, due in 2009)
  7. Michael Matthew (MSc, due in 2008)

                Professional Services 

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                Useful Links

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Gippsland School of Computing & Information Technology | Monash University | Victoria | Australia

Last modified on September 15, 2008