Joarder Kamruzzaman
Joarder Kamruzzaman
Professor of Information Technology, Federation University Australia
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A machine learning approach for automated recognition of movement patterns using basic, kinetic and kinematic gait data
R Begg, J Kamruzzaman
Journal of biomechanics 38 (3), 401-408, 2005
z-SVM: An SVM for improved classification of imbalanced data
T Imam, KM Ting, J Kamruzzaman
Australasian Joint Conference on Artificial Intelligence, 264-273, 2006
Forecasting of currency exchange rates using ANN: A case study
J Kamruzzaman, RA Sarker
Proceedings of the 2003 international conference on neural networks and …, 2003
Support vector machines and other pattern recognition approaches to the diagnosis of cerebral palsy gait
J Kamruzzaman, RK Begg
IEEE Transactions on Biomedical Engineering 53 (12), 2479-2490, 2006
Artificial neural networks in finance and manufacturing
J Kamruzzaman, R Sarker, R Begg
IGI Global, 2006
Search and tracking algorithms for swarms of robots: A survey
M Senanayake, I Senthooran, JC Barca, H Chung, J Kamruzzaman, ...
Robotics and Autonomous Systems 75, 422-434, 2016
Survey of intrusion detection systems: techniques, datasets and challenges
A Khraisat, I Gondal, P Vamplew, J Kamruzzaman
Cybersecurity 2 (1), 1-22, 2019
Energy-balanced transmission policies for wireless sensor networks
AKM Azad, J Kamruzzaman
IEEE Transactions on Mobile Computing 10 (7), 927-940, 2010
ANN-based forecasting of foreign currency exchange rates
J Kamruzzaman, RA Sarker
Neural Information Processing-Letters and Reviews 3 (2), 49-58, 2004
Evolutionary optimization (EvOpt): a brief review and analysis
R Sarker, J Kamruzzaman, C Newton
International Journal of Computational Intelligence and Applications 3 (04 …, 2003
SVM based models for predicting foreign currency exchange rates
J Kamruzzaman, RA Sarker, I Ahmad
Third IEEE International Conference on Data Mining, 557-560, 2003
Neural Networks in Healthcare: Potential and Challenges: Potential and Challenges
R Begg, J Kamruzzaman, R Sarker
IGI Global, 2006
Inchoate fault detection framework: Adaptive selection of wavelet nodes and cumulant orders
MF Yaqub, I Gondal, J Kamruzzaman
IEEE Transactions on instrumentation and Measurement 61 (3), 685-695, 2011
Comparing ANN based models with ARIMA for prediction of forex rates
J Kamruzzaman, R Sarker
Asor Bulletin 22 (2), 2-11, 2003
An environment-aware mobility model for wireless ad hoc network
S Ahmed, GC Karmakar, J Kamruzzaman
Computer Networks 54 (9), 1470-1489, 2010
Exclusive use spectrum access trading models in cognitive radio networks: A survey
MR Hassan, GC Karmakar, J Kamruzzaman, B Srinivasan
IEEE Communications Surveys & Tutorials 19 (4), 2192-2231, 2017
A note on activation function in multilayer feedforward learning
J Kamruzzaman, SM Aziz
Proceedings of the 2002 International Joint Conference on Neural Networks …, 2002
A HMM-based adaptive fuzzy inference system for stock market forecasting
MR Hassan, K Ramamohanarao, J Kamruzzaman, M Rahman, ...
Neurocomputing 104, 10-25, 2013
A hybrid of multiobjective Evolutionary Algorithm and HMM-Fuzzy model for time series prediction
MR Hassan, B Nath, M Kirley, J Kamruzzaman
Neurocomputing 81, 1-11, 2012
Mining associated patterns from wireless sensor networks
MM Rashid, I Gondal, J Kamruzzaman
IEEE Transactions on Computers 64 (7), 1998-2011, 2014
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