Recent
Publications
Claster, W.,Shanmuganathan S.and Sallis P.
(2010). Wine
tasting and a novel approach to cluster analysis. 4th Asia
Modelling Symposium (AMS2010), Kota Kinabalu, Sabah, Borneo
Island, Malaysia, 26-28 May 2010. Retrieved from IEEE Digital
Library ,http://www.computer.org/portal/web/csdl
Nti,
I., Sallis, P. and Shanmuganathan, S. (2009). Landscape
visualisation for frost events in vineyards. New Zealand
Postgraduate Conference 20-21 Nov 09, Wellington, New
Zealand.
(The above poster had been awarded the "University of
Canterbury award for outstanding visual presentation" in the NZ Post Graduate
Conference, 2009)
Nti, K., Sallis, P.and
Shanmuganathan, S. (2009). A
review on techniques applied to modelling, simulating and
visualising evolution of physical landscape. 2009
International Conference on Computational Intelligence, Modelling
and Simulation. pp54-58.
Claster, W. and Sallis, P. (2009).
The
rim of the wine Glass: a comparative regional study of vineyard
micro-climates in the Asia- Pacific. 2009 Ritsumeikan Asia
Pacific Conference. 12-13 Dec 2009, Beppu, Japan.
Zandi,
S., Sallis, P. and Ghobakhlou, A. (2009). A
special-purpose navigation instrument for geospatial data
processing. New Zealand Postgraduate Conference 20-21 Nov
09, Wellington, New Zealand.
Ghobakhlou, A., Sallis, P.,
Diegel, O., Zandi, S. and Perera, A. (2009). Wireless
sensor networks for environmental data monitoring. IEEE
Sensor 2009 Conference 25-28 Oct 09, Christchurch, New
Zealand.
Mena, C., Gajardo, J., Ormazabal, Y., Ingram, B.,
Morales, Y., Sallis, P., and Ahobakhlou, A., (2009). Combining
environmental data with geospatial depiction, geostatistical
analysis and visualisation methods. ICC2009 International
Cartographic Conference Chile, 15-21 Nov 09, Satiago,
Chile.
Vidal, C. and Sallis, P. (2009). Formal
modelling of temporal-space system in object-Z.
XXVIII International Conference of the Chilean Computer Science
Society, 9-14 Nov, 2009. Santiago,
Chile.
Publications
Shanmuganathan, S. and Claster, W. (2009). Statistical
methods in analysing health inequalities among the world
citizens. In B. Anderssen et al. (eds) /18th IMACS World
Congress - MODSIM09 International Congress on Modelling and
Simulation/, 13-17 July 2009, Cairns, Australia. pp. 74-80. ISBN:
978-0-9758400-7-8. In B. Anderssen et al. (eds) /18th IMACS World
Congress - MODSIM09 International Congress on Modelling and
Simulation/, 13-17 July 2009, Cairns, Australia. ISBN:
978-0-9758400-7-8. pp. 171-177.
Shanmuganathan,
S.,Sallis, P., and Narayanan, A. (2009). Unsupervised
artificial neural nets for modelling the effects of climate change
on New Zealand grape wines. In B. Anderssen et al. (eds)
/18th IMACS World Congress - MODSIM09 International Congress on
Modelling and Simulation/, 13-17 July 2009, Cairns, Australia.
ISBN: 978-0-9758400-7-8. pp. 803-809.
Ghobakhlou, A.,
Shanmuganthan, S., and Sallis, P. (2009). Wireless
sensor networks for climate data management systems. In B.
Anderssen et al. (eds) /18th IMACS World Congress - MODSIM09
International Congress on Modelling and Simulation/, 13-17 July
2009, Cairns, Australia. ISBN: 978-0-9758400-7-8. pp.
959-965.
Sallis, P., Jarur, M., Trujillo, M., and
Ghobakhlou, A. (2009). Frost
prediction using a combinational model of supervised and
unsupervised neural networks for crop management in
vineyards. In B. Anderssen et al. (eds) /18th IMACS World
Congress - MODSIM09 International Congress on Modelling and
Simulation/, 13-17 July 2009, Cairns, Australia. ISBN:
978-0-9758400-7-8. pp. 789-795.
Owusu-Banahene, W.,
Shanmuganathan, S., and Sallis, P. (2009). Visualisation
techniques for modelling environmental influences in
viticulture. In B. Anderssen et al. (eds) /18th IMACS
World Congress - MODSIM09 International Congress on Modelling and
Simulation/, 13-17 July 2009, Cairns, Australia. ISBN:
978-0-9758400-7-8. pp. 930-937.
Li, Y., and Shanmuganathan
S. (2009). Analysis and visualization of social areas in city:
A SOM and GIS approach. In proceedings of 11th International
Conference on Computers in Urban Planning and Urban Management
(CUPUM), Hong Kong, 16-19 June 2009 pp?
Shanmuganathan, S.,
Sallis, P., Narayanan, A. (2009). Statistical
data analysis incorporating web text mining to establish
correlations between grape wine taster comments and wine
ratings. In proceeding of the 6th International Conference
on Information Technology in Asia 2009 (CITA09) "Towards Human-Centered
Computing" held in Hilton Kuching Hotel, Sarawak, 6 - 9th July
2009. Published by IEEE computer society. pp 258-262.
Shanmuganathan, S., and Sallis, P.
(2009). Modelling
climate change effects on wine quality based on expert opinions
expressed in free-text format: The WEBSOM
Approach. In Australian Journal of Intelligent Information
Processing Systems (AJIIPS) volume 10.1, 2008 (ISSN 1321-2133)
pp50-58. Also published in M. Kppen et al. (Eds.): ICONIP
2008, Part I, LNCS 5506, 2009. Springer-Verlag Berlin Heidelberg
2009. pp. 915-925.
Sallis, P., Jarur, M., and Trujillo, M.(2009).
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. Also published in M. Kppen
et al. (Eds.): ICONIP 2008, Part I, LNCS 5506, 2009.
Springer-Verlag Berlin Heidelberg 2009. pp.
1211-1220.
Shanmuganathan, S., Ghobakhlou A., and
Sallis P. (2008). Sensor
data acquisition for climate change modelling. WSEAS
Circuits & Systems, Issue 11, Volume 7, Nov.
2008. ISSN: 1109-2734 pp 942-952.
Claster W., Ghotbi
N., Shanmuganathan S. (2008). Data-Mining for the analysis of
alternative medicine: The case of osteopathy diagnostic
methodology in Japan. In proceedings of the Second UKSIM
European Symposium on Computer Modeling and Simulation, Liverpool
Hope University, Liverpool, England, 8 10 September 2008, IEEE
Computer Society. ems. pp 219-225.
Shanmuganathan, S., Ghobakhlou
A., and Sallis P. (2008). 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. (2008).
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.
(http://library.witpress.com/pages/listPapers.asp?q_bid=429).
Sallis, P.J.,
Shanmuganathan, S., Pavesi, and L., and Jarur, M.
(2008) 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. (2008) 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.
Shanmuganathan, S., and Shanmuganathan, M.,
(2008), Regional and global dynamics in east asia: A data
mining experience. Eds., David Al-Dabass, Steve Turner, Gary
Tan and Ajith Abraham. Proceedings of the Second Asia
International Conference on Modelling & Simulation. (CD
version), Kuala Lumpur, Malaysia 13-15 May 2008, IEEE computer
society. pp 457-462.
www2.computer.org/portal/web/csdl/doi/10.1109/AMS.2008.102
Sallis, P. and
Shanmuganathan, S. (2008). 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.
Claster, W.,
Shanmuganathan, S., and Ghotbi, N., (2008). Text
mining of medical records for radiodiagnostic
decision-making. Journal of computers Vol. 3 No.1 January
2008, 6 pages.
www.academypublisher.com/jcp/vol03/no01/jcp03010106.pdf
Shanmuganathan, S. and Sallis, P. J., and Claster,
W. (2007). 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. ISBN : 978-0-9758400-4-7. pp.
2967-2973.
Shanmuganathan, S. (2007). Modelling
technological progress and economic growth at wider
scales. In Eds., Oxley, L. and Kulasiri, D., MODSIM 2007,
Proceedings of the International Congress on Modelling and
Simulation. Modelling and Simulation Society of Australia and New
Zealand, December 2007, ISBN : 978-0-9758400-4-7. pp. 2707-2713.
Claster, W., Shanmuganathan, S., Ghotbi, N., (2007). A
hybrid approach to data mining radiological medical records.
Eds., Gaj Vidmar and Janez Stare. Ljubljana. Proceedings of
International Conference on Applied Statistics, Ribno (Bled),
Slovenia 2007, September 23 26, 2007, Statistical Society of
Slovenia, 2007. ISBN 978-961-90314-8-3. 1. Applied Statistics 2.
ISBN 978-961- 90314-8-3 pp 39.
Shanmuganathan, S., Cassim,
M. and Ukita, K., (2007). Environmental awareness education at
Ritsumeikan's primary, secondary and tertiary institutions in
Japan. Eds., Rafaela C Hillerbrand and Rasmus Karlsson,
"Beyond the Global Village. Environmental Challenges inspiring
Global Citizenship", Vol 51, Probing the Boundaries series
'Environmental Justice and Global Citizenship'. 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. ISBN: 978-1-904710-50-9 pp
235-250.
Claster, W., Shanmuganathan, S., and Ghotbi, N.,
(2007). Text mining in radiological data records: An
unsupervised neural network approach. Proceedings of the First
Asia International Conference on Modelling & Simulation
(AMS'07) 0-7695-2845-7/07, IEEE computer society.
Shanmuganathan, S. (2007). Environmental
sustainability in corporate and public enterprises. In
proceedings of "Towards sustainable livelihood and environment",
Eds., Benchaphun Ekasingh, Attachai Jintrawet and Somjate
Pratummintra. Proceedings of the 2nd International conference on
Asian simulation and modeling 2007, Sheraton Hotel Chiang Mai,
Thailand, 9-11 January 2007. pp 393-402.
Shanmuganathan,
S. and Cassim, M. (2007). Sustainability and systems modeling
in university education. In proceedings of "Towards
sustainable livelihood and environment", Eds., Benchaphun
Ekasingh, Attachai Jintrawet and Somjate Pratummintra. Proceedings
of the 2nd International conference on Asian Simulation and
Modeling 2007, Sheraton Hotel Chiang Mai, Thailand, 9-11 January
2007. pp 115-121.
Shanmuganathan, S., and Cassim, M.,
(2006). HIMS-stroke information systems (SIS). Proceedings
(CD version) of the 2nd International Conference for Universal
Design in Kyoto. Japan. 22-26 October 2006.
Shanmuganathan,
S., (2006). Universal design and health care. Proceedings
of the 2nd International Conference for Universal Design in Kyoto,
Japan. 22-26 Oct.2006. pp 1043-1050.
Li, Y., and
Shanmuganathan, S., (2006). Social area analysis using SOM and
GIS, Reports of the City Planning Institute of Japan No. 5-2
(Release Date: 2006/10/11). pp 41-46.
Shanmuganathan S, Li, Y., and Cassim, M., (2006).
Spatial data mining and visualisation. Beppu 2000 census
case study in `Advances in Natural Computation and Data mining`,
Proceedings of the 2nd International Conference on Natural
Computation (ICNC'06) and the 3rd International Conference on
Fuzzy Systems and Knowledge Discovery (FSKD'06) held in Xidian
University, Xi'an, China, 24 28 September 2006. pp
438-44.
Shanmuganathan S,
Cassim M. and Mohamed M. (2006). 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 pp 282-283.
Shanmuganathan, S. Sallis P. and Buckeridge, J.
(2006). 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 p pp
1247-1256.
Shanmuganathan, S. (2005). Applications of an unsupervised neural network to
support sustainable development by modelling environmental, social
and economic conditions. In proceedings (CD version) of the
4th International Symposium on Digital Earth, Tokyo, Japan, 28-31
March 2005.
Ghobakhlou A. and Kasabov N. (2004). 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, (2004). Self-organising
maps for integrating data across multiple scales.
Proceedings of "Bridging scales and Epistemologies; Linking
local knowledge with global science in multi-scale assessments,
International conference held by Millennium Ecosystem Assessment
(MEA)". Bibliotheca Alexandrina, Alexandria, Egypt. 17-20 March
2004, pp91-92.
www.millenniumassessment.org/en/bridging.proceedings
Ghobakhlou A., Zhang D. and Kasabov
N. (2004). An evolving neural network model for person
verification combining speech and image. In
International Conference on Neuro Information Processing ICONIP
2004. Calcutta 22-25 November 2004. pp 381-386.
Zhang D., Kasabov N.,
Ghobakhlou A. (2004).
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. (2004).
In-vehicle noise and enhanced speech
intelligibility. In International Conference on Neuro
Information Processing ICONIP 2004. Calcutta 22-25 November 2004.
pp 375-380.
Coghill
G., Zhang D., Ghobakhlou A., Kasabov N. (2003).
Connectionist systems for rapid
adaptive learning: A comparative analysis on apeech
recognition. In
Proceeding of the 7th Joint Conference on Information Sciences,
North Carolina, 26-30 September, 2003. pp.
1365-1368.
Shanmuganathan S, Sallis P and Buckeridge J.
(2003). Single versus multi species indicators in
environmental modelling: A review in environmental pollution.
Proceedings of the International Conference on Water and
Environment (WE-2003), Eds., Vijay P. Singh, Vijay P. Singh Ram
Narayan Yadava, held in Bhopal, India. December 15-18, 2003.
Allied Publishers, 2003 ISBN 8177645501, 9788177645507. pp
260-285.
Shanmuganathan, S., Sallis, P., Dobbs,
B., & Connor, A. (2003). Document clustering in text
mining [Abstract]. In Eds., N. Kasabov & Z. S. H.
Chan, Proceedings of the neurocomputing and evolving Intelligence
2003 (NCEI 2003), Auckland. pp. 113-114.
Shanmuganathan S, Sallis P and Buckeridge J,
(2003). 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 pp 1066- 1071.
http://mssanz.org.au/modsim03/Media/Articles/Vol%203%20Articles/1066-1071.pdf
Shanmuganathan S., Sallis P. and
Buckeridge J. (2003). 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 pp.
759-764.
http://mssanz.org.au/modsim03/Media/Articles/Vol%202%20Articles/759-764.pdf
Ghobakhlou, A., Watts, M. and
Kasabov, N. (2002). AdapAdaptive speech recognition with
evolving connectionist systems. Journal of Information Science, 156, 2003. pp
70-83.
Shanmuganathan S., Sallis P. and Buckeridge J.
(2002). 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. (2001). 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. (2001). 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, pp 93-99.
Shanmuganathan, S. and Sallis, P.J. (2001).
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. (2000).
On-line expansion of output space in evolving fuzzy neural
networks. In Proceedings ICONIP 2000, Taejon, Korea,
November, 2000, 2. pp 891-896.
Sallis, P.J. and Kassabova, N.
(2000). DA computer-mediated communication:
experiments with e-mail readability. In the
International Journal of Information Sciences. 123123 (2000). pp
43-53.
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, 1999. pp 57-59.
Sallis, P.J. and Masi.
(1998). 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. (1998). Usernet Newsgroups Profile
Analysis utilising standard and non-standard statistical
methods. In Journal of Information Science, 24(2), 1998.
pp 97-104.
Miscellaneous
(Workshops, Technical Reports, and
Abstracts
Simei Gomes Wysoski, David Zhang, Akbar Ghobakhlou,
Vishwa Shukla. (2004).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. (2004). 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. (2003). 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. (2003). 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. (2004). Adaptive Speech and Image
Learning System and Method, Patent No. PCT/NZ2004/000264
November 2004, New
Zealand
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