Publications
Sallis, P., Jarur, M., and Trujillo, M., Frost Prediction Characteristics and Classification using Computational Neural Networks in Australian Journal of Intelligent Information Processing Systems (AJIIPS) volume 10.1, 2008 (ISSN 1321-2133) pp50-58.

Sallis, P., Jarur M. C., and Trujillo, M., Frost Prediction Characteristics and Classification using Computational Neural Networks accepted for publication in proceedings of - 15th International Conference on Neural Information Processing of the Asia-Pacific Neural Network Assembly (ICONIP 2008) being held in November 25-28, 2008, Auckland, New Zealand. Also accepted for publication in Australian Journal of Intelligent Information Processing Systems (AJIIPS).  

Shanmugathan, S., and Sallis P., Modelling climate change effects on wine quality based on expert opinions expressed in free-text format: the WEBSOM approach for publication in proceedings of - 15th International Conference on Neural Information Processing of the Asia-Pacific Neural Network Assembly (ICONIP 2008) being held in November 25-28, 2008, Auckland, New Zealand. Australian Journal of Intelligent Information Processing Systems (AJIIPS).  

Shanmuganathan, S., Ghobakhlou A., and Sallis P. Sensor data acquisition for climate change modelling. WSEAS  Circuits & Systems, Issue 11, Volume 7, Nov. 2008. ISSN: 1109-2734 pp 942-952

Shanmuganathan, S., Ghobakhlou A., and Sallis P. Sensors for modeling the effects of climate change on grapevine growth and wine quality. Invited paper in proceeding of the 12th WSEAS International Conference on CIRCUITS (part of the 12th WSEAS CSCC Multi conference) held in Heraklion, Crete Island, Greece, July 22-24, 2008 pp 315-321

Sallis, P.J., Shanmuganathan, S., Pavesi, L., and Jarur, M. pan> Kohonen Self-organising maps in the mining data mining of wine taster comments. Data Mining  IX, Data Mining, Protection, Detection and other Security Technologies 2008. Cadiz, Spain, 26-28 May 2008. Eds., A Zanasi, D Almorza Gomar, N F F Ebecken and C A Brebbia. ISBN: 978-1-84564-110-8, ISSN (print): 1746-4463, ISSN (on-line): 1743-3517 Transactions on information and Communication Technologies, Vol. WIT press. 40 pp 125-139.

Sallis, P.J., Shanmuganathan, S., Pavesi, and L., and Jarur, M. A system architecture for collaborative environmental modelling research.The 2008 International Symposium on Collaborative Technologies and Systems (CTS 2008), Eds., Waleed W. Samari and William McQuay, A publication of the IEEE, New Jersey, USA. ISBN: 978-1-4244-2248-7, Irvine, California, May 19-23 2008 pp 39-47.

Shanmuganathan, S., Sallis, P.J., Pavesi, L. and Jarur, M. Computational intelligence and geo-informatics in viticulture, in proceedings of the Second Asia International Conference on Modelling & Simulation.  CD version published by IEEE computer society. Eds., Edited by David Al-Dabass, Steve Turner, Gary Tan and Ajith Abraham Kuala Lumpur, Malaysia 13-15 May 2008, pp 480-485.

Sallis, P. and Shanmuganathan, S. A blended text mining method for authorship authentication analysis, in proceedings of the Second Asia International Conference on Modelling & Simulation.  CD version published by IEEE computer society. Eds., Edited by David Al-Dabass, Steve Turner, Gary Tan and Ajith Abraham Kuala Lumpur, Malaysia 13-15 May 2008, pp 451-456.

Shanmuganathan, S. and Sallis, P. J., and Claster, W. Statistical Methods in Ecological Dynamics Modelling. In Oxley, L. and Kulasiri, D. (eds) MODSIM 2007 International Congress on Modelling and Simulation. Modelling and Simulation Society of Australia and New Zealand, December 2007, pp. 2967-2973. ISBN : 978-0-9758400-4-7.Shanmuganathan, S., Cassim, M. and Ukita, K. Environmental awareness education at Ritsumeikan’s primary, secondary and tertiary institutions in Japan, in proceedings of the 6th Global Conference on Environmental Justice and Global Citizenship 2007 held by Inter-Disciplinary Net at Mansfield College, Oxford, UK, 2-5 July 2007.

Shanmuganathan, S. Environmental sustainability in corporate and public enterprises in proceedings of “Towards sustainable livelihood and environment”, 2nd International conference on Asian simulation and modeling 2007, Eds., Benchaphun Ekasingh, Attachai Jintrawet and Somjate Pratummintra. Sheraton Hotel Chiang Mai, Thailand, 9-11 January 2007. pp393-402.

Shanmuganathan, S. and Cassim, M. Sustainability and systems modeling in university education in proceedings of “Towards sustainable livelihood and environment”, 2nd International conference on Asian Simulation and Modeling 2007, Eds., Benchaphun Ekasingh, Attachai Jintrawet and Somjate Pratummintra. Sheraton Hotel Chiang Mai, Thailand, 9-11 January 2007. pp115-12.

LI, Y. and Shanmuganathan, S. Social Area Analysis Using SOM and GIS, in Reports of the City Planning Institute of Japan, No. 5-2, published by the City Planning Institute of Japan pp.41-46 (April 2007 CD version )

Claster, W., Shanmuganathan, S.  and Ghotbi, N., Text Mining in Radiological Data Records: An Unsupervised Neural Network Approach, in proceedings of the First Asia International Conference on Modelling & Simulation (AMS2007 Asia Modelling Symposium 2007) held in conjunction with Thailand’s 11th Annual National Symposium on Computational Science and Engineering (ANSCSE-11), published by the IEEE Computer Society (order no., P2845) ISBN 0-7695-2845-7 Eds., David Al-Dabass, Richard Zobel, Ajith Abraham and Steve Turner. Prince of Songkla University, Phuket, Thailand. 27-30 March 2007 pp329-333

Shanmuganathan S, M Cassim and M Mohamed Self-organising maps in tropical rainforest ecosystem modelling,  in proceedings of the International Conference in Ecological Modelling 2006 Yamaguchi, Japan, 28 August – 1 September 2006 pp282-283.

Shanmuganathan, S. Sallis P. and Buckeridge, J. Self-organising map methods in integrated modelling of environmental and economic systems,  Elsevier, Science Direct ARTICLE in Environmental Modelling & Software, Volume 21, Issue 9, September 2006, available online at www.sciencedirect.com pp 1247-1256.

Li, Y. and Shanmuganathan, S. Social Area Analysis Using SOM and GIS- A case study ona City of Japan, in the 1st biennial conference of Fudan University International Urban Forum (Conference Abstract) November 3-5 2006, Shanghai, China p35.

Shanmuganathan S.,  Universal Design and its Recent Influence in Health care, in proceedings of the 2nd International Conference for Universal Design in Kyoto 2006 (CD), Kyoto International Hall, Japan, 22-26 October 2006 pp1-8.

Shanmuganathan, S. and Cassim, M., HIMS - Stroke Information System (SIS) in proceedings of the 2nd International Conference for Universal Design in Kyoto 2006 (CD-poster presentation), Kyoto International Hall, Japan, 22-26 October 2006.

Shanmuganathan, S., Li, Y. and Cassim, M. Spatial data mining; Beppu Census 2000 case study, presented at the 2nd International Conference on Natural Computation (ICNC'06) and the 3rd International Conference on Fuzzy Systems and Knowledge Discovery (FSKD'06), and published in Advances in Natural Computation and Data Mining eds. Licheng Jiao, Lipo Wang, Guangming Shi Shuang Wang, Xinbo Gao and Jing Liu, publishers; Xidian University press  in Xi'an, China. ICNC'06-FSKD'06, 24- 28 September 2006 pp438-449.

Shanmuganathan, S. Applications of an unsupervised neural network to support sustainable development by modelling environmental, social and economic conditions,  in proceedings of the 4th International Symposium on Digital Earth, Tokyo, Japan, 28-31 March 2005 (CD).

Ghobakhlou A. and Kasabov N., A Methodology and a System for Adaptive Integrated Speech and Image Learning and Recognition, in International Journal of Computer Science and Signal Processing, Vol. 5 No. 2, 2004.

Shanmuganathan S., Sallis P. and Buckeridge J. Self-organising maps for integrating data across multiple scales in proceedings of “Bridging scales and Epistemologies; Linking local knowledge with global science, in multi-scale assessments, International conference by Millennium Ecosystem Assessment (MEA)”. Bibliotheca Alexandrina, Alexandria, Egypt. 17-20 March 2004, pp91-92.

Ghobakhlou A., Zhang D. and Kasabov N.,  An Evolving Neural Network Model for Person Verification Combining Speech and Image  in International Conference on Neuro Information Processing ICONIP 2004. PP 381-386 Calcutta 22-25 November 2004.

Zhang D., Kasabov N., Ghobakhlou A., An Adaptive Model of Person Identification Combining Speech and Image Information  in International Conference on Control, Automation, Robotics and Vision ICARCV,  Kunming, China 6-9 December, 2004.

Ghobakhlou A., Kilgour R., In-vehicle Noise and Enhanced Speech Intelligibility, in International Conference on Neuro Information Processing ICONIP 2004. PP 375-380 Calcutta 22-25 November 2004.

Coghill G., Zhang D., Ghobakhlou A., Kasabov N., Connectionist Systems for Rapid Adaptive Learning: A Comparative Analysis on Speech Recognition, in Proc. of the 7th Joint Conference on Information Sciences, North Carolina, 26-30 September, 2003 (1365-1368).

Shanmuganathan S., Sallis P. and Buckeridge J. Self-organising map methods in integrated modelling of environmental and economic systems, MODSIM 2003, International Congress on Modelling and Simulation (Integrative Modelling of Biophysical, Social and Economic Systems for Resource Management Solutions), Townsville, Australia. 14-17 July 2003. Volume 3 pp1066-1071.

Shanmuganathan S., Sallis P. and Buckeridge J. Ecological modelling with self-organising maps, MODSIM 2003, International Congress on Modelling and Simulation (Integrative Modelling of Biophysical, Social and Economic Systems for Resource Management Solutions), in Townsville, Australia. 14-17 July 2003 Volume 2 pp759-764.

Ghobakhlou, A., Watts, M. and Kasabov, N. Adaptive Speech Recognition with Evolving Connectionist Systems. Journal of Information Science, 156, 70–83, 2003.Shanmuganathan S., Sallis P. and Buckeridge J., Data mining and visualisation in biological and environmental processes, 3rd Conference for the International Society for Ecological Informatics, Rome, Italy, 26-31 August 2002, p77.

Shanmuganathan S, Sallis P. and Buckeridge J., Self-organising maps to study the effects of urbanisation at Long Bay in New Zealand, Proceedings of the Fifth Biannual Conference on Artificial Neural Networks and Expert Systems (ANNES2001), Dunedin, New Zealand, 22-24 Nov 2001, pp132-137.

Ghobakhlou, A. and Seesink, R. An interactive multi modal system for mobile robotic control. In: Proceedings of the Fifth Biannual Conference on Artificial Neural Networks and Expert Systems, Otago, Dunedin, 2001, 93-99.

Shanmuganathan, S. and Sallis, P.J. Self-Organising Maps in Biological Process Modelling, Proceedings of the Fifth Biannual Conference on Artificial Neural Networks and Expert Systems, Dunedin , NZ, 22 - 24 November 2001, pp126-131.

Ghobakhlou, A., Watts, M. and Kasabov, N., On-Line Expansion of Output Space in Evolving Fuzzy Neural Networks. In: Proceedings ICONIP 2000, Taejon, Korea, November, 2000, 2:891-896.

Sallis, P.J. and Kassabova, DA Computer-mediated Communication: experiments with e-mail readability. IN The International Journal of Information Sciences. 123(2000), 43-53.

Ghobakhlou, A., Watts, M. and Kasabov, N., On-Line Expansion of Output Space in Evolving Fuzzy Neural Networks. In: Proceedings ICONIP 2000, Taejon, Korea, November, 2000, 2:891-896.

Ghobakhlou, A., Song, Q. and Kasabov, N.  ROKEL: the interactively learning and navigating robot of the knowledge engineering laboratory at Otago, ICONIP/ ANZIIS/ ANNES'99 Workshop, Dunedin,  New Zealand, November 22-24, 57-59 (1999).

Sallis, P.J. and Masi, CA Use and User profiling using connectionist methods for data mining and interpretation. IRMA'99 Information  Resource Management Association International Conference, Hershey, Penn, April 15-19, 1999. pp: 994-998.Sallis, P.J. and Kassabova, D.A. Usernet Newsgroups Profile Analysis utilising standard and non-standard statistical methods. IN Journal of Information Science, 24(2), 97-104 (1998).

Miscellaneous (Workshops, Technical Reports, and Abstracts)
Simei Gomes Wysoski, David Zhang, Akbar Ghobakhlou, Vishwa Shukla. Handheld adaptive speech and face based person verification, In: Proc. Neuro-Computing and Evolving Intelligence(NCEI), Kasabov N, Chen ZSH (eds), Auckland, 2004. ISBN 0-476-01282-1.

Vishwa Shukla, Simei Gomes Wysoski, David Zhang and Akbar Ghobakhlou. Evolving intelligence runs much faster on FPGA chips, In: Proc. Neuro-Computing and Evolving Intelligence (NCEI), Kasabov N, Chen ZSH (eds), Auckland, 2004. ISBN 0-476-01282-1.

Kidambi, S. A., Dobbs, B., Ghobakhlou, A.  and Connor, A.M. A voice recognition based application for business customer services. Proceedings of the Neurocomputing and Evolving Intelligence Conference, 120-121, 2003.

Akbar Ghobakhlou, David Zhang, Bouke H. F. Nijhuis, Simei Gomes Wysoski. Evolving connectionist video image and speech processing, In: Proc. Neuro-Computing and Evolving Intelligence (NCEI), Kasabov N, Chen ZSH (eds), Auckland, 2003.

Patent
Kasabov N. and Ghobakhlou A.  Adaptive Speech and Image Learning System and Method, Patent No. PCT/NZ2004/000264 November 2004, New Zealand