Asad works in the Faculty of Information Technology at Monash University as a Senior Lecturer.
Cloud computing, Grids, High performance parallel systems, Intelligent sensor networks, Natural computation, Network security, Neural networks, Pattern Recognition
Muhamad Amin, A., Khan, A.I., Nasution, B.B., 2012, Internet-Scale Pattern Recognition: New Techniques for Voluminous Data Sets and Data Clouds, CRC Press, Boca Raton FL USA.
Raja Mahmood, R.A., Muhammad Amin, A., Amir, A., Khan, A.I., 2012, A lightweight graph-based pattern recognition scheme in mobile ad hoc networks, in Trustworthy Ubiquitous Computing, eds Ismail Khalil and Teddy Mantoro, Atlantis Press, Paris France, pp. 177-206.
Khan, A.I., Muhamad Amin, A., Raja Mahmood, R.A., 2010, An online scheme for threat detection within mobile ad hoc networks, in Mobile Intelligence, eds Laurence T Yang, Agustinus Borgy Waluyo, Jianhua Ma, Ling Tan and Bala Srinivasan, John Wiley & Sons, Hoboken NJ USA, pp. 380-411.
Baig, Z.A., Khan, A.I., 2010, DDoS attack modeling and detection in wireless sensor networks, in Mobile Intelligence, eds Laurence T Yang, Agustinus Borgy Waluyo, Jianhua Ma, Ling Tan and Bala Srinivasan, John Wiley & Sons, Hoboken NJ USA, pp. 595-626.
Baqer, M., Khan, A.I., 2010, Energy-efficient pattern recognition for wireless sensor networks, in Mobile Intelligence, eds Laurence T Yang, Agustinus Borgy Waluyo, Jianhua Ma, Ling Tan and Bala Srinivasan, John Wiley & Sons, Hoboken NJ USA, pp. 627-659.
Khan, A.I., Muhamad Amin, A., 2009, Integrating sensory data within a structural analysis grid, in Parallel, Distributed and Grid Computing for Engineering, eds B H V Topping and P Ivanyi, Saxe-Coburg Publications, Kippen Stirlingshire UK, pp. 389-412.
Baig, Z.A., Khan, A.I., 2008, A fault-tolerant scheme for detection of DDoS attack patterns in cluster-based wireless sensor networks, in Sensor and Ad Hoc Networks: Theoretical and Algorithmic Aspects, eds S Kami Makki, Xiang-Yang Li, Niki Pissinou, Shamila Makki, Masoumeh Karimi and Kia Makki, Springer Science+Business Media, New York NY USA, pp. 277-296.
Muhamad Amin, A., Khan, A., 2011, Distributed multi-feature recognition scheme for greyscale images, Neural Processing Letters [P], vol 33, issue 1, Springer, Dordrecht Netherlands, pp. 45-59.
Nasution, B.B., Khan, A.I., 2008, A hierarchical graph neuron scheme for real-time pattern recognition, IEEE Transactions on Neural Networks, vol 19, issue 2, IEEE-INST Electrical Electronics Engineers Inc, Piscataway NJ USA, pp. 212-229.
Raja Mahmood, R.A., Muhamad Amin, A., Khan, A.I., 2008, A lightweight, fast and efficient distributed hierarchical graph neuron-based pattern classifier, International Journal of Intelligent Engineering and Systems, vol 1, issue 4, Intelligent Networks and Systems Society (INASS), Japan, pp. 9-17.
Isreb, M., Jarvis, J.R., Khan, A.I., 2000, An internet-4MAT-CAL System for Adaptive Finite Element Mesh Refinement, Finite Elements in Analysis and Design, vol 34 issue 1-24, Elsevier Science B.V., Amsterdam Netherlands, pp. 1-24.
Isreb, M., Khan, A., Parker, B.A., 1997, Adaptive Finite Element Mesh Refinement - A CAL Module on the WWW, Computers and Structures,, vol 65, Pergamon Press - Elsevier Science, NY USA, pp. 169-175.
Alfehaid, W.M., Khan, A.I., Muhamad Amin, A., 2012, A combined pattern recognition scheme with genetic algorithms for robot guidance using Wireless Sensor Networks, 2012 12th International Conference on Control, Automation, Robotics & Vision, 5 December 2012 to 7 December 2012, IEEE, Piscataway NJ USA, pp. 759-764.
Basirat, A.H., Khan, A.I., 2012, A novel associative model of data: Toward a distributed large-scale data processing scheme for future computer clouds, Proceedings of the IEEE 11th International Symposium on Network Computing and Applications, 23 August 2012 to 25 August 2012, IEEE Computer Society, Los Alamitos CA USA, pp. 163-166.
Al-Naeem, M., Khan, A.I., 2012, A novel target recognition scheme for WSNs, 2012 International Joint Conference on Neural Networks, 10 June 2012 to 15 June 2012, IEEE, Piscataway NJ USA, pp. 2413-2418.
Choudhry, N., Khan, A., 2011, A single shot associated memory based classification scheme for WSN, Proceedings of the 8th International Symposium on Advances in Neural Networks - Part III, 29 May 2011 to 1 June 2011, Springer-Verlag, Berlin Germany, pp. 94-103.
Alfehaid, W.M., Khan, A.I., 2011, Cellular microscopic pattern recogniser - A distributed computational approach for macroscopic event detection in WSN, Proceedings of the International Conference on Computational Science, 1 June 2011 to 3 June 2011, Elsevier BV, Amsterdam Netherlands, pp. 66-75.
Basirat, A., Khan, A., 2011, Introducing a novel data management approach for distributed large scale data processing in future computer clouds, Proceedings of the 18th International Conference on Neural Information Processing, Part II, 13 November 2011 to 17 November 2011, Springer-Verlag, Berlin Germany, pp. 391-398.
Muhamad Amin, A., Khan, A., 2011, Recognising complex patterns through a distributed multi-feature approach, Proceedings of the 2011 11th International Conference on Hybrid Intelligent Systems, 5 December 2011 to 8 December 2011, IEEE, Piscataway NJ USA, pp. 400-405.
Muhamad Amin, A., Khan, A.I., 2010, A divide-and-distribute approach to single-cycle learning HGN network for pattern recognition, Proceedings of the 11th International Conference on Control, Automation, Robotics and Vision, 7 December 2010 to 10 December 2010, IEEE, Piscataway NJ USA, pp. 2118-2123.
Amir, A., Raja Mahmood, R.A., Khan, A.I., 2010, A wheel graph structured associative memory for single-cycle pattern recognition within P2P Networks, Proceedings of the 24th IEEE International Conference on Advanced Information Networking and Applications Workshops, 20 April 2010 to 23 April 2010, IEEE Computer Society, Los Alamitos CA USA, pp. 1011-1016.
Basirat, A.H., Khan, A.I., 2010, Evolution of information retrieval in cloud computing by redesigning data management architecture from a scalable associative computing perspective, Proceedings of the 17th International Conference on Neural Information Processing: Models and Applications, 22 November 2010 to 25 November 2010, Springer-Verlag, Berlin Germany, pp. 275-282.
Choudhry, N., Khan, A.I., 2010, Identifier based graph neuron: A light weight event classification scheme for WSN, Proceedings of the 17th International Conference on Neural Information Processing: Models and Applications, 22 November 2010 to 25 November 2010, Springer-Verlag, Berlin Germany, pp. 300-309.
Basirat, A.H., Muhamad Amin, A., Khan, A.I., 2010, Under the cloud: A novel content addressable data framework for cloud parallelization to create and virtualize new breeds of cloud applications, Proceedings of the 2010 Ninth IEEE International Symposium on Network Computing and Applications, 15 July 2010 to 17 July 2010, IEEE Computer Society, Los Alamitos CA USA, pp. 168-173.
Muhamad Amin, A., Khan, A.I., Raja Mahmood, R.A., 2009, A distributed event detection scheme for wireless sensor networks, Proceedings of the 7th International Conference on Advances in Mobile Computing and Multimedia (MoMM 2009), 14 December 2009 to 16 December 2009, ACM Press, New York NY USA, pp. 295-299.
Basirat, A.H., Khan, A.I., 2009, Building context aware network of wireless sensors using a novel pattern recognition scheme called Hierarchical Graph Neuron, Proceedings of the 2009 IEEE International Conference on Semantic Computing (ICSC 2009), 14 September 2009 to 16 September 2009, IEEE Computer Society, Los Alamitos CA USA, pp. 487-494.
Muhamad Amin, A., Khan, A.I., 2009, Collaborative-comparison learning for complex event detection using Distributed Hierarchical Graph Neuron (DHGN) approach in Wireless Sensor Network, Proceedings of the 22nd Australasian Joint Conference AI 2009: Advances in Artificial Intelligence, 1 December 2009 to 4 December 2009, Springer-Verlag, Berlin Germany, pp. 111-120.
Basirat, A.H., Khan, A.I., 2009, Graph neuron and hierarchical graph neuron, novel approaches toward real time pattern recognition in wireless sensor networks, Proceedings of the 5th International Wireless Communications and Mobile Computing Conference (IWCMC 2009), 21 June 2009 to 24 June 2009, ACM, Leipzig Germany, pp. 404-409.
Raja Mahmood, R.A., Muhamad Amin, A., Amir, A., Khan, A.I., 2009, Lightweight and distributed attack detection scheme in mobile ad hoc networks, Proceedings of the 7th International Conference on Advances in Mobile Computing and Multimedia (MoMM 2009), 14 December 2009 to 16 December 2009, ACM Press, New York NY USA, pp. 162-169.
Amir, A., Khan, A.I., Raja Mahmood, R.A., 2009, Multi-wheel graph neuron: A distributed associative memory for structured P2P networks, Proceedings of the 11th International Conference on Information Integration and Web-based Applications and Services (iiWAS 2009), 14 December 2009 to 16 December 2009, ACM Press, New York NY USA, pp. 145-151.
Raja Mahmood, R.A., Muhamad Amin, A., Khan, A.I., 2008, A distributed hierarchical graph neuron-based classifier: An efficient, low-computational classifier, Proceedings of the First International Conference on Intelligent Networks and Intelligent Systems, 1 November 2008 to 3 November 2008, IEEE Computer Society, Los Alamitos CA USA, pp. 675-680.
Muhamad Amin, A., Raja Mahmood, R.A., Khan, A.I., 2008, Analysis of pattern recognition algorithms using associative memory approach: A comparative study between the Hopfield network and distributed hierarchical graph neuron (DHGN), Proceedings of the 8th IEEE International Conference on Computer and Information Technology Workshops, 8 July 2008 to 11 July 2008, IEEE Computer Society, Los Alamitos CA USA, pp. 153-158.
Muhamad Amin, A., Khan, A.I., 2008, Commodity-grid based distributed pattern recognition framework, Proceedings of the Australasian Workshop on Grid Computing and e-Research (AusGrid 2008), 22 January 2008 to 25 January 2008, Australian Computer Society Inc, Sydney NSW Australia, pp. 27-34.
Muhamad Amin, A., Khan, A.I., 2008, Parallel pattern recognition using a single-cycle learning approach within wireless sensor networks, Proceedings of the Ninth International Conference on Parallel and Distributed Computing, Applications and Technologies, 1 December 2008 to 4 December 2008, IEEE Computer Society, Los Alamitos CA USA, pp. 305-308.
Muhamad Amin, A., Khan, A.I., 2008, Single-cycle image recognition using an adaptive granularity associative memory network, Proceedings of the 21st Australasian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence (AI 2008), 1 December 2008 to 5 December 2008, Springer-Verlag, Berlin Germany, pp. 386-392.
Srinivasan, B., Khan, A.I., Raja Mahmood, R.A., 2007, Abnormal behaviour detection within mobile networks, Proceedings of the 5th International Conference on Advances in Mobile Computing and Multimedia (MoMM2007), 3 December 2007 to 5 December 2007, Austrian Computer Society, Jakarta Indonesia, pp. 3-10.
Baqer, M., Khan, A.I., 2007, Energy-efficient pattern recognition approach for wireless sensor networks, Proceedings of the 2007 International Conference on Intelligent Sensors, Sensor Networks and Information Processing, 3 December 2007 to 6 December 2007, IEEE, Melbourne Vic Australia, pp. 509-514.
Khan, A.I., Muhamad Amin, A., 2007, One shot associative memory method for distorted pattern recognition, Proceedings of the 20th Australian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence (AI 2007), 2 December 2007 to 6 December 2007, Springer-Verlag, Berlin Germany, pp. 705-709.
Khan, A.I., Khan, A.M., 2007, System infrastructure design for an end-to-end E-application for lab data acquisition to repository deposition, Proceedings of the 9th International Conference on Information Integration and Web-based Applications and Services (iiWAS2007), 3 December 2007 to 5 December 2007, Austrian Computer Society, Jakarta Indonesia, pp. 287-296.
Baig, Z.A., Baqer, M., Khan, A.I., 2006, A pattern recognition scheme for Distributed Denial of Service (DDoS) attacks in wireless sensor networks, Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 20 August 2006 to 24 August 2006, IEEE Computer Society, Los Alamitos USA, pp. 1050-1054.
Baig, Z.A., Baqer, M., Khan, A.I., 2006, SGSIA-In-Network data preprocessing for secure grid-sensor integration, Proceedings of e-Science 2006: Second IEEE International Conference on e-Science and Grid Computing, 4 December 2006 to 6 December 2006, IEEE Computer Society, Los Alamitos CA USA, pp. 1-8.
Russel, A., Khan, A.I., 2006, Towards dynamic data grid framework for eResearch, Proceedings of the 2006 Australasian Symposium on Grid Computing and e-research, 16 January 2006 to 19 January 2006, Australian Computer Society Inc., Sydney NSW Australia, pp. 9-16.
Nasution, B.B., Kendall, E.A., Khan, A.I., 2005, Algorithm exchange of a security control system for Web services applications, Proceedings of the Thirty-Eighth Annual Hawaii International Conference on System Sciences, 03 January 2005 to 06 January 2005, IEEE Computer Society, Los Alamitos California USA, pp. 1-10.
Yeoh, C.T., Kendall, E.A., Khan, A.I., 2005, An agent based approach to discovery and formation of the Serverless Core Network, Proceedings of the 2005 13th IEEE International Conference on Networks Jointly held with the 7th IEEE Malaysia International Conference on Communications, 16 November 2005 to 18 November 2005, IEEE Computer Society, Piscataway USA, pp. 692-697.
Ye, W., Khan, A.I., Kendall, E.A., Yeo, C.T., 2005, CDHT: a Clustered DHT communication scheme for Serverless (P2P) networks, Proceedings of the 2005 13th IEEE International Conference on Networks Jointly Held with the 2005 7th IEEE Malaysia International Conference on Communications, 16 November 2005 to 18 November 2005, IEEE Computer Society, Piscataway USA, pp. 684-691.
Nasution, B.B., Kendall, E.A., Khan, A.I., Yeoh, C.T., 2005, Dynamic data protocol exchange to handle passive attacks on Trusted Transient Simple Network (TTSN) transactions, Proceedings of the 2005 13th IEEE International Conference on Networks Jointly held with the 2005 7th IEEE Malaysia International Conference on Communications, 16 November 2005 to 18 November 2005, IEEE, Kuala Lumpur Malaysia, pp. 541-546.
Baqer, M., Khan, A.I., Baig, Z.A., 2005, Implementing a graph neuron array for pattern recognition within unstructured wireless sensor networks, Proceedings of the EUC 2005 Workshops: UISW, NCUS, SecUbiq, USN, and Taues (EUC 2005), 6 December 2005 to 9 December 2005, Springer-Verlag, Germany, pp. 208-217.
Nasution, B.B., Khan, A.I., Kendall, E.A., 2005, Incorporating Graph Neurons (GNs) to the Trusted Transient Simple Network (TTSN) Security Control System architecture, Proceedings of the IASTED International Conference on Software Engineering, 15 February 2005 to 17 February 2005, ACTA Press, Anaheim California USA, pp. 13-19.
Khan, A.I., Isreb, M., Spindler, R.C., 2004, A parallel distributed application of the wireless sensor network, Proceedings of the 7th International Conference on High Performance Computing and Grid in Asia Pacific Region, 20 July 2004 to 22 July 2004, IEEE Computer Society, Los Alamitos USA, pp. 81-88.
Ye, W., Khan, A.I., Kendall, E.A., 2004, CDHT: the design of a clustered DHT routing scheme for serverless (P2P) networks, Proceedings of the 2004 12th IEEE International Conference on Networks, 16 November 2004 to 19 November 2004, IEEE, Piscataway NJ USA, pp. 351-356.
Khan, A.I., Mihailescu, P., 2004, Parallel pattern recognition computations within a wireless sensor network, Proceedings of the 17th International Conference on Pattern Recognition - ICPR 2004, 23 August 2004 to 26 August 2004, IEEE Computer Society, Los Alamitos USA, pp. 777-780.
Senaratna, S.N., Khan, A.I., 2003, An autonomous clustering algorithm for serverless peer-to-peer systems, Proceedings of the 6th International Conference/Exhibition on High Performance Computing in Asia-Pacific Region, 16 December 2002 to 19 December 2002, Tata McGraw-Hill Publishing Company Limited, New Delhi India, pp. 371-378.
Nasution, B.B., Kendall, E.A., Khan, A.I., Dospisil, J., 2003, Contributions of web services-technology for improving resource management of real-time multimedia on the internet, Information Technology and Organizations: Trends, Issues, Challenges and Solutions: Proceedings of the 2003 Information Resources Management Association International Conference, 18 May 2003 to 21 May 2003, Idea Group Publishing, Hershey USA, pp. 440-443.
Ye, W., Khan, A.I., Kendall, E.A., 2003, Distributed network file storage for a serverless (P2P) network, Proceedings of The 11th IEEE International Conference on Networks, 28 September 2003 to 01 October 2003, Institute of Electrical and Electronics Engineers (IEEE), Sydney NSW Australia, pp. 343-347.
Isreb, M., Khan, A.I., 2003, Internet Traffic Congestion Modelling and Parallel Distributed Analysis, Parallel and Distributed Processing and Aplications, July 2-4, 2003, Springer-Verlag, Germany, pp. 145-151.
Khan, A.I., 2002, A peer-to-peer associative memory network for intelligent information systems, Enabling Organisations and Society Through Information Systems: Proceedings of the Thirteenth Australasian Conference on Information Systems, 04 December 2002 to 06 December 2002, School of Information Systems, Victoria University, Melbourne Vic Australia, pp. 317-326.
Khan, A.I., Isreb, M., 2001, A performance comparison using automatic, semi-automatic, and manual parallelisation tools, The Proceedings of the 5th International Conference on High Performance Computing in the Asia-Pacific Region, 24 September 2001 to 28 September 2001, Australian Partnership for Advanced Computing, APAC Canberra ACT Australia, pp. 1-15.
Khan, A.I., Isreb, M., 2000, Attributes for Modelling Internet Traffic Patterns and Analysis, Proceedings for the 2nd International Conference on Engineering Computational Technology Vol: Computational Civil and Structural Eng, Leuven BELGIUM, Civil-Comp Ltd, Edinburgh UK, pp. 27-33.
Isreb, M., Khan, A., Leong, D., 1999, Parrallelising Finite Elements Equation Solver for Power Indu7stry Infrastructures, Proc. of First International Power and Energy Conf, Churchill VIC, 30 November - 2 December 1999, Monash University, Churchill Vic Australia, pp. 639-645.
Isreb, M., Khan, A.I., 1998, Computational Structures Technology Internet Based Engineering Education, Proc. of the Fourth International Conference on Computational Structures Technology, Edinburgh, Scotland 18th - 20th August 1998, Civil-Comp Press, Edinburgh Scotland, pp. 311-315.
Isreb, M., Khan, A., 1998, Synthesis Based Software Engineering Design for Automotive Industry, Proc. of the First International Conference on Engineering Computational Technology, Edinburgh, Scotland. 18th - 20th August 1998, Civil-Comp Press, Edinburgh Scotland, pp. 443-448.
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