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Research Output 1997 2018

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Conference Paper
2016

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

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

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

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

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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 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

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

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

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

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

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

Lightweight and distributed attack detection scheme in mobile ad hoc networks

Raja Mahmood, R. A., Muhamad Amin, A., Amir, A. & Khan, A. I. 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. 162 - 169 8 p.

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

Multi-wheel graph neuron: A distributed associative memory for structured P2P networks

Amir, A., Khan, A. I. & Raja Mahmood, R. A. 2009 Proceedings of the 11th International Conference on Information Integration and Web-based Applications and Services (iiWAS 2009). Kotsis, G., Taniar, D., Pardede, E. & Khalil, I. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 145 - 151 7 p.

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

2008

A distributed hierarchical graph neuron-based classifier: An efficient, low-computational classifier

Raja Mahmood, R. A., Muhamad Amin, A. & Khan, A. I. 2008 Proceedings of the First International Conference on Intelligent Networks and Intelligent Systems. Zheng, H., Li, L., Eguchi, K. & Wang, W. (eds.). Los Alamitos CA USA: IEEE, Institute of Electrical and Electronics Engineers, p. 675 - 680 6 p.

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

Analysis of pattern recognition algorithms using associative memory approach: A comparative study between the Hopfield network and distributed hierarchical graph neuron (DHGN)

Muhamad Amin, A., Raja Mahmood, R. A. & Khan, A. I. 2008 Proceedings of the 8th IEEE International Conference on Computer and Information Technology Workshops. He, X., Wu, Q., Nguyen, Q. V. & Jia, W. (eds.). Los Alamitos CA USA: IEEE, Institute of Electrical and Electronics Engineers, p. 153 - 158 6 p.

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

Commodity-grid based distributed pattern recognition framework

Muhamad Amin, A. & Khan, A. I. 2008 Proceedings of the Australasian Workshop on Grid Computing and e-Research (AusGrid 2008). Kelly, W. & Roe, P. (eds.). Sydney NSW Australia: Australian Computer Society Inc, Vol. 82, p. 27 - 34 8 p.

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

Parallel pattern recognition using a single-cycle learning approach within wireless sensor networks

Muhamad Amin, A. & Khan, A. I. 2008 Proceedings of the Ninth International Conference on Parallel and Distributed Computing, Applications and Technologies. Huang, Z., Xu, Z., Rountree, N., Lefevre, L., Shen, H., Hine, J. & Pan, Y. (eds.). Los Alamitos CA USA: IEEE, Institute of Electrical and Electronics Engineers, p. 305 - 308 4 p.

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

Single-cycle image recognition using an adaptive granularity associative memory network

Muhamad Amin, A. & Khan, A. I. 2008 Proceedings of the 21st Australasian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence (AI 2008). Wobcke, W. & Zhang, M. (eds.). Berlin Germany: Springer-Verlag London Ltd., Vol. 5360, p. 386 - 392 7 p.

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

2007

Abnormal behaviour detection within mobile networks

Srinivasan, B., Khan, A. I. & Raja Mahmood, R. A. 2007 Proceedings of the 5th International Conference on Advances in Mobile Computing and Multimedia (MoMM2007). Kotsis, G., Taniar, D., Pardede, E. & Ibrahim, I. K. (eds.). Jakarta Indonesia: Austrian Computer Society, p. 3 - 10 8 p.

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

Energy-efficient pattern recognition approach for wireless sensor networks

Baqer, M. & Khan, A. I. 2007 Proceedings of the 2007 International Conference on Intelligent Sensors, Sensor Networks and Information Processing. Palaniswami, M., Marusic, S. & Law, Y. W. (eds.). Melbourne Vic Australia: IEEE, Institute of Electrical and Electronics Engineers, p. 509 - 514 6 p.

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

One shot associative memory method for distorted pattern recognition

Khan, A. I. & Muhamad Amin, A. 2007 Proceedings of the 20th Australian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence (AI 2007). Orgun, M. A. & Thornton, J. (eds.). Berlin Germany: Springer-Verlag London Ltd., Vol. 4830, p. 705 - 709 5 p.

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

System infrastructure design for an end-to-end E-application for lab data acquisition to repository deposition

Khan, A. I. & Khan, A. M. 2007 Proceedings of the 9th International Conference on Information Integration and Web-based Applications and Services (iiWAS2007). Kotsis, G., Taniar, D., Pardede, E. & Ibrahim, I. K. (eds.). Jakarta Indonesia: Austrian Computer Society, p. 287 - 296 10 p.

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

2006

A pattern recognition scheme for Distributed Denial of Service (DDoS) attacks in wireless sensor networks

Baig, Z. A., Baqer, M. & Khan, A. I. 2006 Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006). Tang, Y. Y., Wang, P., Lorette, G. & Yeung, D. S. (eds.). Los Alamitos USA: IEEE Computer Society, Vol. 3, p. 1050 - 1054 5 p.

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

SGSIA-In-Network data preprocessing for secure grid-sensor integration

Baig, Z. A., Baqer, M. & Khan, A. I. 2006 Proceedings of e-Science 2006: Second IEEE International Conference on e-Science and Grid Computing. Bubak, M. (ed.). Los Alamitos CA USA: IEEE Computer Society, p. 1 - 8 8 p.

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

Towards dynamic data grid framework for eResearch

Russel, A. B. M. & Khan, A. I. 2006 Proceedings of the 2006 Australasian Symposium on Grid Computing and e-research. Estivill-Castro, V. & Dobbie, G. (eds.). Sydney NSW Australia: Australian Computer Society Inc, Vol. 48, p. 9 - 16 8 p.

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

2005

Algorithm exchange of a security control system for Web services applications

Nasution, B. B., Kendall, E. A. & Khan, A. I. 2005 Proceedings of the Thirty-Eighth Annual Hawaii International Conference on System Sciences. Sprague Jr, R. H. (ed.). Los Alamitos California USA: IEEE Computer Society, p. 1 - 10 10 p.

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

An agent based approach to discovery and formation of the Serverless Core Network

Yeoh, C. T., Kendall, E. A. & Khan, A. I. 2005 Proceedings of the 2005 13th IEEE International Conference on Networks Jointly held with the 7th IEEE Malaysia International Conference on Communications. Eli, B. M. & al, E. (eds.). Piscataway USA: IEEE Computer Society, Vol. 2, p. 692 - 697 6 p.

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

CDHT: a Clustered DHT communication scheme for Serverless (P2P) networks

Ye, W., Khan, A. I., Kendall, E. A. & Yeoh, C. T. 2005 Proceedings of the 2005 13th IEEE International Conference on Networks Jointly Held with the 2005 7th IEEE Malaysia International Conference on Communications. Ali, B. M. & al, E. (eds.). Piscataway USA: IEEE Computer Society, Vol. 2, p. 684 - 691 8 p.

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

Dynamic data protocol exchange to handle passive attacks on Trusted Transient Simple Network (TTSN) transactions

Nasution, B. B., Kendall, E. A., Khan, A. I. & Yeoh, C. T. 2005 Proceedings of the 2005 13th IEEE International Conference on Networks Jointly held with the 2005 7th IEEE Malaysia International Conference on Communications. Ali, B. M., Ismail, M. & Mohamad, H. (eds.). Kuala Lumpur Malaysia: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1, p. 541 - 546 6 p.

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