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Research Output 1997 2018

2018

Distributed classification for image spam detection

Amir, A., Srinivasan, B. & Khan, A. I. Jun 2018 In : Multimedia Tools and Applications. 77, 11, p. 13249-13278 30 p.

Research output: Contribution to journalArticle

2017

Holographic Graph Neuron: A Bioinspired Architecture for Pattern Processing

Kleyko, D., Osipov, E., Senior, A., Khan, A. I. & Sekercioglu, Y. A. Jun 2017 In : IEEE Transactions on Neural Networks and Learning Systems. 28, 6, p. 1250-1262 13 p.

Research output: Contribution to journalArticle

2016

A distributed framework and consensus middle-ware for human swarm interaction

Pour Sadrollah, G., Eliasson, J., Barca, J. C. & Khan, A. I. 2016 Handbook of Research on Design, Control, and Modeling of Swarm Robotics. Tan, Y. (ed.). 1 ed. Hershey PA USA: IGI Global, p. 645-671 27 p.

Research output: Chapter in Book/Report/Conference proceedingChapter (Book)

A highly distributable computational framework for fast cloud data retrieval

Basirat, A. H., Khan, A. I. & Srinivasan, B. 3 Mar 2016 2015 IEEE 14th International Conference on Machine Learning and Applications, ICMLA 2015: 9-11 December 2015, Miami, Florida, USA, Proceedings. Goebel, R., Holzinger, A. & Verspoor, K. (eds.). Piscataway, NJ : IEEE, Institute of Electrical and Electronics Engineers, p. 246-250 5 p. 7424316

Research output: Chapter in Book/Report/Conference proceedingConference Paper

Distributed pattern recognition within DHT-based networks for imbalanced datasets

Amir, A., Srinivasan, B. & Khan, A. I. 8 Dec 2016 1st IEEE International Conference on Computer Communication and the Internet (ICCCI 2016): 13 Oct - 15 Oct, 2016, Wuhan, China [Proceedings]. Kennedy, R. (ed.). Piscataway, NJ: IEEE, Institute of Electrical and Electronics Engineers, p. 10-13 4 p. 7778867

Research output: Chapter in Book/Report/Conference proceedingConference Paper

Distributed pattern transformation-invariant recognition scheme for real-time sensory applications

Alfehaid, W. M., Khan, A. I., Srinivasan, B. & Alkhalaf, S. 3 Mar 2016 2015 10th International Conference on Broadband and Wireless Computing, Communication and Applications, BWCCA 2015: 4-6 November 2015, Krakow, Poland, Proceedings. Barolli, L., Xhafa, F., Ogiela, M. R. & Ogiela, L. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 92-98 7 p. 7424807

Research output: Chapter in Book/Report/Conference proceedingConference Paper

Impact of node inter-domain movement on MANETs performance

Raja Mahmood, R. A., Hussin, M., Manshor, N. & Khan, A. I. 27 Oct 2016 2015 IEEE 12th Malaysia International Conference on Communications, MICC 2015: 23-25, November 2015, Kuching, Malaysia [proceedings]. Sali, A. (ed.). Danvers, MA : IEEE, Institute of Electrical and Electronics Engineers, p. 107-112 6 p. 7725417

Research output: Chapter in Book/Report/Conference proceedingConference Paper

2015

A communication-efficient distributed algorithm for large-scale classification within P2P networks

Amir, A., Srinivasan, B. & Khan, A. I. 2015 Proceedings of the Fifth Symposium on Information and Communication Technology (SoICT 2015). De Raedt, L., Deville, Y., Bui, M. & Truong, D. L. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 75 - 82 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference Paper

Imitation of honey bees' concept learning processes using Vector Symbolic Architectures

Kleyko, D., Osipov, E., Gayler, R. W., Khan, A. I. & Dyer, A. G. 2015 In : Biologically Inspired Cognitive Architectures. 14, p. 57 - 72 16 p.

Research output: Contribution to journalArticle

Pattern recognition for large-scale data processing

Basirat, A. H., Khan, A. I. & Schmidt, H. W. 2015 Strategic Data-Based Wisdom in the Big Data Era. Girard, J., Klein, D. & Berg, K. (eds.). 1 ed. Hershey PA USA: IGI Global, p. 198 - 208 11 p.

Research output: Chapter in Book/Report/Conference proceedingChapter (Book)

2014

A distributed framework for supporting 3D swarming applications

Pour Sadrollah, G., Barca, J. C., Khan, A. I., Eliasson, J. & Senthooran, I. 2014 2014 International Conference on Computer and Information Sciences (ICCOINS): Proceedings. Said, A. M. & Ahmad, A. R. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1 - 5 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference Paper

A polymorphic recogniser for distributed intelligence in wireless sensor networks

Senior, A., Sekercioglu, Y. A. & Khan, A. I. 2014 2014 International Conference on Computer and Information Sciences (ICCOINS): Proceedings. Said, A. M. & Ahmad, A. R. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1 - 5 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference Paper

Concept learning in neuromorphic vision systems: What can we learn from insects?

Sandin, F., Khan, A. I., Dyer, A. G., Muhamad Amin, A., Indiveri, G., Chicca, E. & Osipov, E. 2014 In : Journal of Software Engineering and Applications. 7, 5, p. 387 - 395 9 p.

Research output: Contribution to journalArticle

DHGN network with mode-based receptive fields for 2-dimensional binary pattern recognition

Muhamad Amin, A., Polycarpou, M. (ed.), Khan, A. I., de Carvalho, A. C. P. L. F. (ed.), Nasution, B. B., Pan, J-S. (ed.), Wozniak, M. (ed.), Quintian, H. (ed.) & Corchado, E. (ed.) 2014 p. 415 - 426 12 p.

Research output: Contribution to conferenceOther

Highly distributable associative memory based computational framework for parallel data processing in cloud

Basirat, A. H., Khan, A. I. & Srinivasan, B. 2014 Proceedings of the 10th International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services (MOBIQUITOUS 2013). Stojmenovic, I., Cheng, Z. & Guo, S. (eds.). Cham Switzerland: Springer, p. 66 - 77 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference Paper

Holographic graph neuron

Osipov, E., Khan, A. I. & Muhamad Amin, A. 2014 2014 International Conference on Computer and Information Sciences (ICCOINS): Proceedings. Said, A. M. & Ahmad, A. R. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1 - 6 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference Paper

Learning above-and-below relationship for vision-based robot navigation system using Distributed Hierarchical Graph Neuron (DHGN) algorithm

Muhamad Amin, A., Ahmad, N. M., Sayeed, M. S. & Khan, A. I. 2014 13th International Conference on Control, Automation, Robotics and Vision (ICARCV 2014). Wang, H. (ed.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 595 - 600 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference Paper

Performance evaluation of time-based black hole attack detection in mobile ad hoc networks

Raja Mahmood, R. A., Hussin, M., Manshor, N. & Khan, A. I. 18 Feb 2014 2014 International Conference on Computational Science and Technology, ICCST 2014: Kota Kinabalu, Malaysia, 27-28 August 2014 . IEEE, Institute of Electrical and Electronics Engineers, 6 p. 7045187

Research output: Chapter in Book/Report/Conference proceedingConference Paper

2013

Developing machine intelligence within P2P networks using a distributed associative memory

Amir, A., Dowe, D. L. (ed.), Muhamad Amin, A. H. & Khan, A. I. 2013 p. 439 - 443 5 p.

Research output: Contribution to conferenceOther

Effective black hole attacks in MANETs

Raja Mahmood, R. A., Hanapi, Z. M., Hasan, S. & Khan, A. I. 2013 In : Journal of Computer Science. 9, 12, p. 1722 - 1733 12 p.

Research output: Contribution to journalArticle

Internet-Scale Pattern Recognition: New Techniques for Voluminous Data Sets and Data Clouds

Muhamad Amin, A., Khan, A. I. & Nasution, B. B. 2013 Boca Raton FL USA: CRC Press. 197 p.

Research output: Book/ReportBook

Introducing an intelligent MapReduce framework for distributed data processing in clouds

Basirat, A. H. & Khan, A. I. 2013 Proceedings of the IEEE 12th International Symposium on Network Computing and Applications (NCA 2013). Puliafito, A., Anta, A. F. & Papavassiliou, S. (eds.). Los Alamitos CA USA: IEEE, Institute of Electrical and Electronics Engineers, p. 61 - 64 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference Paper

One-shot classification of 2-D leaf shapes using Distributed Hierarchical Graph Neuron (DHGN) scheme with k-NN classifier

Muhamad Amin, A. H. & Khan, A. I. 2013 Procedia Computer Science: 17th Asia Pacific Symposium on Intelligent and Evolutionary Systems (IES 2013). Cho, S-B., Sato, A-H. & Kim, K-J. (eds.). Amsterdam, Netherlands: Elsevier, Vol. 24, p. 84 - 96 13 p.

Research output: Chapter in Book/Report/Conference proceedingConference Paper

Open Access
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2012

A combined pattern recognition scheme with genetic algorithms for robot guidance using Wireless Sensor Networks

Alfehaid, W. M., Khan, A. I. & Muhamad Amin, A. 2012 12th International Conference on Control, Automation, Robotics & Vision. Cheah, C. C. (ed.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 759 - 764 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference Paper

A lightweight graph-based pattern recognition scheme in mobile ad hoc networks

Raja Mahmood, R. A., Muhamad Amin, A. H., Amir, A. & Khan, A. I. 2012 Trustworthy Ubiquitous Computing. Khalil, I. & Mantoro, T. (eds.). 1 ed. Paris France: Atlantis Press, p. 177 - 206 30 p.

Research output: Chapter in Book/Report/Conference proceedingChapter (Book)

A novel associative model of data: Toward a distributed large-scale data processing scheme for future computer clouds

Basirat, A. H. & Khan, A. I. 2012 Proceedings of the IEEE 11th International Symposium on Network Computing and Applications. Elks, C. (ed.). Los Alamitos CA USA: IEEE, Institute of Electrical and Electronics Engineers, p. 163 - 166 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference Paper

A novel target recognition scheme for WSNs

Al-Naeem, M. & Khan, A. I. 2012 The 2012 International Joint Conference on Neural Networks (IJCNN 2012): 10-15 June 2012, Brisbane, QLD, Australia [proceedings]. Essam, D. & Sarker, R. (eds.). Piscataway, NJ [USA]: IEEE, Institute of Electrical and Electronics Engineers, p. 2413-2418 6 p. 6252700

Research output: Chapter in Book/Report/Conference proceedingConference Paper

MOHA: A novel target recognition scheme for WSNs

Al-Naeem, M. & Khan, A. I. 2012 Mobile and Ubiquitous Systems: Computing, Networking, and Services: 7th International ICST Conference, MobiQuitous 2010, Sydney, Australia, December 6-9, 2010, Revised Selected Papers [proceedings]. Sénac, P. & Seneviratne, A. (eds.). Heidelberg [Germany]: Springer, p. 364-365 2 p. (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering; vol. 73)

Research output: Chapter in Book/Report/Conference proceedingChapter (Book)

One-shot data clustering mechanism using a distributed associative memory scheme for on-site recognition within network of smart objects

Muhamad Amin, A. H. & Khan, A. I. 2012 2012 International Conference on Computer & Information Science (ICCIS), Conference Proceedings, Volume 2. Hudaya, A., Taib, S. M., Sulaiman, S., Mahamad, S. & Patah Akhir, E. A. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 658 - 663 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference Paper

Scalable and efficient pattern recognition classifier for WSN

Imran, N. & Khan, A. I. 2012 Mobile and Ubiquitous Systems: Computing, Networking, and Services: 7th International ICST Conference, MobiQuitous 2010 Sydney, Australia, December 6-9, 2010, Revised Selected Papers. Sénac, P., Ott, M. & Seneviratne, A. (eds.). Heidelberg, Berlin: Springer, p. 303-304 2 p. (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST; vol. 73 LNICST)

Research output: Chapter in Book/Report/Conference proceedingChapter (Book)

2011

A single shot associated memory based classification scheme for WSN

Choudhry, N. & Khan, A. 2011 Advances in Neural Networks (ISNN 2011): 8th International Symposium on Advances in Neural Networks, ISNN 2011, Guilin, China, May 29 - June 1, 2011, Proceedings, Part III. Liu, D., Zhang, H., Polycarpou, M., Alippi, C. & He, H. (eds.). Heidelberg [Germany]: Springer, p. 94 - 103 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference Paper

Cellular microscopic pattern recogniser - A distributed computational approach for macroscopic event detection in WSN

Alfehaid, W. M. & Khan, A. I. 2011 Procedia Computer Science: Proceedings of the International Conference on Computational Science, ICCS 2011. Sato, M., Matsuoka, S., Sloot, P. M. A., Dick Van Albada, G. & Dongarra, J. (eds.). Amsterdam Netherlands: Elsevier, p. 66 - 75 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference Paper

Distributed multi-feature recognition scheme for greyscale images

Muhamad Amin, A. & Khan, A. 2011 In : Neural Processing Letters. 33, 1, p. 45 - 59 15 p.

Research output: Contribution to journalArticle

Introducing a novel data management approach for distributed large scale data processing in future computer clouds

Basirat, A. & Khan, A. 2011 Proceedings of the 18th International Conference on Neural Information Processing, Part II. Lu, B-L., Zhang, L. & Kwok, J. (eds.). Berlin Germany: Springer-Verlag London Ltd., p. 391 - 398 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference Paper

Recognising complex patterns through a distributed multi-feature approach

Muhamad Amin, A. & Khan, A. 2011 Proceedings of the 2011 11th International Conference on Hybrid Intelligent Systems. Abraham, A., Kamel, M., Yager, R., Zomaya, A., Muda, A. K., Hong, T-P. & Huoy, C. Y. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 400 - 405 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference Paper

Spatio-temporal forest fire detection using a distributed hierarchical graph neuron within an integrated wireless sensor network-grid environment

Muhamad Amin, A. H. & Khan, A. I. 2011 Proceedings of the 2nd International Conference on Parallel, Distributed, Grid and Cloud Computing for Engineering (PARENG 2011). Iványi, P. & Topping, B. H. V. (eds.). Stirlingshire, UK: Civil-Comp Press, Vol. 95, 20 p.

Research output: Chapter in Book/Report/Conference proceedingConference Paper

2010

A divide-and-distribute approach to single-cycle learning HGN network for pattern recognition

Muhamad Amin, A. & Khan, A. I. 2010 Proceedings of the 11th International Conference on Control, Automation, Robotics and Vision. Suganthan, P. N. (ed.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 2118 - 2123 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference Paper

An online scheme for threat detection within mobile ad hoc networks

Khan, A. I., Muhamad Amin, A. & Raja Mahmood, R. A. 2010 Mobile Intelligence. Yang, L. T., Waluyo, A. B., Ma, J., Tan, L. & Srinivasan, B. (eds.). Hoboken NJ USA: John Wiley & Sons, p. 380 - 411 32 p.

Research output: Chapter in Book/Report/Conference proceedingChapter (Book)

A wheel graph structured associative memory for single-cycle pattern recognition within P2P Networks

Amir, A., Raja Mahmood, R. A. & Khan, A. I. 2010 Proceedings of the 24th IEEE International Conference on Advanced Information Networking and Applications Workshops. Durresi, A., Barolli, L. & Fang, S. (eds.). Los Alamitos CA USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1011 - 1016 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference Paper

DDoS attack modeling and detection in wireless sensor networks

Baig, Z. A. & Khan, A. I. 2010 Mobile Intelligence. Yang, L. T., Waluyo, A. B., Ma, J., Tan, L. & Srinivasan, B. (eds.). Hoboken NJ USA: John Wiley & Sons, p. 595 - 626 32 p.

Research output: Chapter in Book/Report/Conference proceedingChapter (Book)

Energy-efficient pattern recognition for wireless sensor networks

Baqer, M. & Khan, A. I. 2010 Mobile Intelligence. Yang, L. T., Waluyo, A. B., Ma, J., Tan, L. & Srinivasan, B. (eds.). Hoboken NJ USA: John Wiley & Sons, p. 627 - 659 33 p.

Research output: Chapter in Book/Report/Conference proceedingChapter (Book)

Evolution of information retrieval in cloud computing by redesigning data management architecture from a scalable associative computing perspective

Basirat, A. H. & Khan, A. I. 2010 Proceedings of the 17th International Conference on Neural Information Processing: Models and Applications. Wong, K. W., U Mendis, B. S. & Bouzerdoum, A. (eds.). Berlin Germany: Springer-Verlag London Ltd., Vol. 6444, p. 275 - 282 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference Paper

Identifier based graph neuron: A light weight event classification scheme for WSN

Choudhry, N. & Khan, A. I. 2010 Proceedings of the 17th International Conference on Neural Information Processing: Models and Applications. Wong, K. W., U Mendis, B. S. & Bouzerdoum, A. (eds.). Berlin Germany: Springer-Verlag London Ltd., Vol. 6444, p. 300 - 309 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference Paper

Under the cloud: A novel content addressable data framework for cloud parallelization to create and virtualize new breeds of cloud applications

Basirat, A. H., Muhamad Amin, A. & Khan, A. I. 2010 Proceedings of the 2010 Ninth IEEE International Symposium on Network Computing and Applications. Olsen, R. (ed.). Los Alamitos CA USA: IEEE, Institute of Electrical and Electronics Engineers, p. 168 - 173 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference Paper

2009

A distributed event detection scheme for wireless sensor networks

Muhamad Amin, A., Khan, A. I. & Raja Mahmood, R. A. 2009 Proceedings of the 7th International Conference on Advances in Mobile Computing and Multimedia (MoMM 2009). Kotsis, G., Taniar, D., Pardede, E. & Khalil, I. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 295 - 299 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference Paper

A reliable and efficient pedal back data disseminating scheme for Ad-Hoc WSNs

Imran, N. & Khan, A. I. 2009 Advances in Information Security and Assurance - Third International Conference and Workshops, ISA 2009, Proceedings. Vol. 5576 LNCS, p. 450-460 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5576 LNCS)

Research output: Chapter in Book/Report/Conference proceedingConference Paper

Building context aware network of wireless sensors using a novel pattern recognition scheme called Hierarchical Graph Neuron

Basirat, A. H. & Khan, A. I. 2009 Proceedings of the 2009 IEEE International Conference on Semantic Computing (ICSC 2009). Chen, S-C., Glasberg, R., Heflin, J., Schuler, K. K., Kof, L., Oliver, I., Pantel, P. & Simperl, E. (eds.). Los Alamitos CA USA: IEEE, Institute of Electrical and Electronics Engineers, p. 487 - 494 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference Paper

Collaborative-comparison learning for complex event detection using Distributed Hierarchical Graph Neuron (DHGN) approach in Wireless Sensor Network

Muhamad Amin, A. & Khan, A. I. 2009 Proceedings of the 22nd Australasian Joint Conference AI 2009: Advances in Artificial Intelligence. Nicholson, A. & Li, X. (eds.). Berlin Germany: Springer-Verlag London Ltd., Vol. 5866, p. 111 - 120 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference Paper

Graph neuron and hierarchical graph neuron, novel approaches toward real time pattern recognition in wireless sensor networks

Basirat, A. H. & Khan, A. I. 2009 Proceedings of the 5th International Wireless Communications and Mobile Computing Conference (IWCMC 2009). Kassler, A. J. (ed.). Leipzig Germany: Association for Computing Machinery (ACM), p. 404 - 409 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference Paper