Joarder Kamruzzaman

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Dr. Iqbal Gondal, FIEAust, GAICD, OE...Professor and Associate Dean (Cloud, Systems and Security), RMIT UniversityVerified email at rmit.edu.au
Gour KarmakarAssociate Professor, Federation University AustraliaVerified email at federation.edu.au
Rezaul Beggvictoria universityVerified email at vu.edu.au
Iftekhar AhmadSchool of Engineering, Edith Cowan University, AustraliaVerified email at ecu.edu.au
Md Mamunur RashidCQUniversityVerified email at cqu.edu.au
Dr. Tasadduq ImamCentral Queensland UniversityVerified email at cqu.edu.au
Manzur MurshedProfessor of Computer Science, Deakin University, AustraliaVerified email at deakin.edu.au
Rajkumar DasTeam Leader, Enterprise DataVerified email at federation.edu.au
Peter VamplewProfessor, Information Technology, Federation University AustraliaVerified email at federation.edu.au
Md Rafiul HassanAssociate Professor and Program Co-ordinator, Computer Science, University of Maine - Presque IsleVerified email at maine.edu
shahriar kaisarLecturer, Dept. of Information Systems & Business Analytics, RMIT UniversityVerified email at rmit.edu.au
Ashfaqur RahmanTeam Leader and Principal Research Scientist, Data61, CSIRO, Senior Member, IEEEVerified email at csiro.au
David Geoffrey GreenProfessor of Information Technology, Monash UniversityVerified email at monash.edu
Amin SakzadSenior Lecturer, Faculty of Information Technology, Monash UniversityVerified email at monash.edu
Syed IslamProfessor and Dean School of Science Engineering and Information TechnologyVerified email at federation.edu.au

Joarder Kamruzzaman

Professor of Information Technology & Director, Centre for Smart Analytics, Federation University

Verified email at federation.edu.au - Homepage

Internet of Things Machine learning Data analytics Cybersecurity


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Survey of intrusion detection systems: techniques, datasets and challenges A Khraisat, I Gondal, P Vamplew, J Kamruzzaman Cybersecurity 1 (2), 1-22, 2019	790	2019
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	363	2005
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	208	2016
z-SVM: An SVM for improved classification of imbalanced data T Imam, KM Ting, J Kamruzzaman AI 2006: Advances in Artificial Intelligence: 19th Australian Joint …, 2006	186	2006
Forecasting of currency exchange rates using ANN: A case study J Kamruzzaman, RA Sarker International Conference on Neural Networks and Signal Processing, 2003 …, 2003	179	2003
Artificial neural networks in finance and manufacturing J Kamruzzaman, R Sarker, R Begg IGI Global, 2006	171	2006
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	167	2006
Energy-balanced transmission policies for wireless sensor networks AKM Azad, J Kamruzzaman IEEE Transactions on Mobile Computing 10 (7), 927-940, 2010	155	2010
A novel ensemble of hybrid intrusion detection system for detecting internet of things attacks A Khraisat, I Gondal, P Vamplew, J Kamruzzaman, A Alazab Electronics 8 (11), 1210, 2019	141	2019
Hybrid intrusion detection system based on the stacking ensemble of c5 decision tree classifier and one class support vector machine A Khraisat, I Gondal, P Vamplew, J Kamruzzaman, A Alazab Electronics 9 (1), 173, 2020	125	2020
ANN-based forecasting of foreign currency exchange rates J Kamruzzaman, RA Sarker Neural Information Processing-Letters and Reviews 3 (2), 49-58, 2004	93	2004
Low-power wide-area networks: Design goals, architecture, suitability to use cases and research challenges B Buurman, J Kamruzzaman, G Karmakar, S Islam IEEE Access 8, 17179-17220, 2020	89	2020
Evolutionary optimization (EvOpt): a brief review and analysis R Sarker, J Kamruzzaman, C Newton International Journal of Computational Intelligence and Applications 3 (04 …, 2003	83	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	83	2003
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	74	2011
Neural Networks in Healthcare: Potential and Challenges: Potential and Challenges R Begg, J Kamruzzaman, R Sarker IGI Global, 2006	73	2006
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	71	2017
Comparing ANN based models with ARIMA for prediction of forex rates J Kamruzzaman, R Sarker Asor Bulletin 22 (2), 2-11, 2003	71	2003
A machine learning approach for prediction of pregnancy outcome following IVF treatment MR Hassan, S Al-Insaif, MI Hossain, J Kamruzzaman Neural computing and applications 32, 2283-2297, 2020	63	2020
Cyberattacks Detection in IoT-Based Smart City Applications Using Machine Learning Techniques MM Rashid, J Kamruzzaman, MM Hassan, T Imam, S Gordon International Journal of Environmental Research and Public Health 17 (24), 9347, 2020	59	2020

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