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Publications

Books

  • Kato, H., Tan, K. T. and Chai, D. (2010). Barcodes for Mobile Devices. Cambridge University Press. [ISBN:9789521888394].

Journal articles

2011

  • Hickey, J. M. Kinghorn, B. P. Tier, B. Wilson J. F. and Dunstan N., (2011). A combined long range phasing and long haplotype imputation method to phase SNP genotypes, Genetics Selection Evolution 2011, 43:12

2010

  • Armstrong, L.J., Diepeveen, D.A., Tantisantisom, K. (2010). An eAgriculture-based decision support framework for Information dissemination International Journal of Human Capital and Information Technology Professionals (IJHCITP) http://igi-global.com/Bookstore/Article.aspx?TitleId=48204
  • Diepeveen D., Clarke. P., Ryan, K., Tarr, A., Ma, W. Appels, R. (2010). "NIR spectra of flour samples from a structured population of wheat lines: mapping genetic components of NIR spectra" Accepted by Journal of Cereal Science. Ref: JCS10-395 http://ees.elsevier.com/yjcrs/
  • Elund, J., Clayden, J., & Green, L. (2010). Getting to know your avatar in Second Life, Australian Journal of Communication, 37(2), 73-86.
  • Leng, J. and Hong, T. (2010). Mining anomalies in correlated subspaces for high dimensional data sets. Fundamenta Informaticae, 98(1), 71-86.
  • Leng J., Lim C. P., Li J., Li D., and Jain L.C. ( 2010). A role-based cognitive architecture for multiagent teaming. In Agent and Multi-agent Technology for Internet and Enterprise Systems, number 289 in Studies in Computational Intelligence, pages 229–255. Springer, Heidelberg, 2010.
  • Leng J. and Peng C. P. (2010) Reinforcement learning of competitive and cooperative skills in soccer agents. Applied Soft Computing, 11:1353–1362, 2011.
  • Leng J and Huang Z. (2010). Outliers detection with correlated subspaces for high dimensional datasets. International Journal of Wavelets, Multi resolution and Information Processing, 9:227–236, 2010.
  • Uday Kiran, R., Krishna Reddy, P., Kumara Swamy, M., and Syamasundar Reddy, G., (2010). Analysing Dynamics of Crop Problems by Applying Text Analysis Methods on Farm Advisory Data of eSaguTM, International Journal of Computational Science and Engineering (IJCSE), vol. 5, No.2, 2010, pp. 154-164, Inter Science Publishers. 

2009

  • Leng, J., Fyfe, C. and Jain, L. (2009). Experimental analysis on Sarsa (λ) and Q(λ) with different eligibility traces strategies. Journal of Intelligent and Fuzzy Systems. 20(1-2), 73-82.
  • Leng, J., Fyfe, C. and Jain, L. (2009). Experimental analysis of eligibility traces strategies in temporal difference learning. International Journal of Knowledge Engineering and Soft Data Paradigms, 1(1), 26-39.
  • Leng, J., Jain, L. and Fyfe, C. (2009). Convergence analysis on temporal difference learning. International Journal of Innovative Computing, Information and Control, 5(4), 913-922.

2008

  • Dunstan, N. (2008). Generating domain-specific web-based expert systems. Expert Systems with Applications, 35(3), 686-690.
  • Leng, J., Li, J. and Jain, L.(2008). A role-oriented BDI framework for real-time multiagent teaming. International Journal of Intelligent Decision Technologies, 2(4), 205-217.
  • Leng, J., Jain, L. and Fyfe, C. (2008). Simulation and reinforcement learning with soccer agents. Multiagent and Grid Systems, 4(4), 415–436.

Book chapters

2010

  • Dunstan N., (2010). Domain-wide expert system applications, in, "Expert System Software: Engineering, Advantages and Applications", editors Reiter and Segura, NOVA Science Publishers, USA, 2011, ISBN 9781612091143
  • Dunstan, N. (2010). ET: an enrolment tool to generate expert systems for university courses. In Vizureanu, P. (Ed.). Expert systems (pp. 36-46). Vukovar, Croatia. INTECH, ISBN 978-953-307-032-2.
  • Subsorn, P., Xiao, J. and Clayden, J. (2010, March). Forecasting rubber production using intelligent time series analysis to support decision makers. In Devlin, Ger (Ed.). Decision support systems, advances in (pp. 043-056). Vukovar, Croatia: INTECH.

2009

  • Tantisureeporn, S. and Armstrong, L. J. (2009). Introducing a new technology to enhance community sustainability: An investigation of the possibilities of sun spots. In Filho, W. L. (Ed.). Sustainabilities at universities: Opportunities, challenges and trends (pp. 27-36). Frankfurt: Peter Lang.

2007

  • Adkins, S. W. and Armstrong, L. J. (2007). The effect of light intensity on seed production and quality in a number of Australian wild oat (Avena fatua L.) lines. In Adkins, S.W., Navie, S. C. and Ashmore, S. E. (Eds.). Seeds: Biology, Development and Ecology( pp. 383-397). CAB International.

Conference Proceedings

2010

Refereed conference papers

2011

  • Adinarayana, J (2011). Can ICT help Farmers Information Needs? National Workshop on ICT in Agriculture: Gapas and Way Forward, NIRD-MLA-ANGRAU, Hyderabad, 25.03.2011
  • Kardikar, K. Adinarayana, J. Tripathy, A. K. Sudharsan, D. Kodilkar, A. Desai, U. B. Merchant, S. N. Tanaka, K. Ninomiya, S. Kiura T., Hirafuji, M. Raji Reddy, D. and Sreenivas; G. (2011). Energy Balance and Weather Profile Studies using Sensor Network based Flux Tower – A preliminary Approach (Conference on Geosptial Technologies and Its Application (Geomatrix’11) 26-27 February 2011, IIT Bombay, India, Pp: 97-107.

2010

  • Adinarayana, J., (2010). GeoSense (Geo-ICT and Sensor Network) Server in meeting the information needs for precision agriculture National Workshop on “Information Needs of Indian Farmers”, 29-30.11.2010, ANGRAU/NIRD/MLA, Hyderabad.
  • Adinarayana, J. Khire, M.V. Sudharsan, D Tripathy, A K.. Jose, A., Kodilkar, karandikar, Udai B Desai, Merchant, Naveen CPRG, N. Namdeo, Devasekhar, Ninomiya, Hirafuji, Kiura, Futkatsu, Tanaka, Hideo Yoichi, Yugo Miki. (2010). GeoSense (Geo-ICT and Sensor Network) Initiative in Precision Agriculture International Conference of the Asian Federation for Information Technology in Agriculture (AFITA 2010), 03-07 October 2010, Bogar, Indonesia. (Through Video-Conferencing)
  • Adinarayana., J (2010). GeoSense – GeoICT and Semsor Network initiative in precision agriculture International Workshop on Knowledge Discovery for Rural Systems (KDRS'2010) in conjunction with 14th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD-2010), 21-24 June, Hyderabad, India (http://sites.google.com/site/kdforruralsystems/home)
  • Bhargav S., and Krishna Reddy, P. (2010). A framework to identify temperature-based suitable crop cultivation period using sliding window approach, in proceedings of the Workshop on Knowledge Discovery for Rural Systems 2010 (KDRS2010), 21 June 2010, Hyderabad, India (held in conjunction with PAKDD2010).
  • Diepeveen, D., Clarke, P., Bellgard, M., Appels R. (2010). Understanding the genetic components of NIR spectra.
  • Dunstan N., (2010). Data mining techniques for land use catchment planning. Proceedings of the Knowledge Discovery for Rural Systems Workshop 2010 IIIT Hyderabad, Hyderabad India, 21st June 2010 p23
  • Denman, B. and Dunstan. N. (2010). Education for all and cross-border provision of higher education in the asia-pacific. World Congress of Comparative Education Societies, Istanbul, June, 2010.
  • Huang Z. and Leng J. (2010). Analysis of hu’s moment invariants on image scaling and rotation. In Proceedings of the 2nd International Conference on Computer Engineering and Technology, pages 476–480, 2010.
  • Huang Z. and Leng J. (2010). A novel binarization algorithm for ballistics imaging systems. In Proceedings of the 3rd International Congress on Image and Signal Processing, pages 1287–1291, 2010.
  • Huang Z. and Leng J. (2010). An online ballistics imaging system for firearm identification. In Proceedings of the 2nd International Conference on Signal Processing Systems, pages 68–72, 2010
  • Leng J. (2010). A novel subspace outlier detection approach in high dimensional data sets. In Proceedings of the 3rd International Conference on Computer and Electrical Engineering, pages 162–165. IEEE Press, 2010.
  • Leng J., Huang Z., and Li D. (2010). Analyzing features of cartridge cases for ballistics recognition. In Proceedings of the 14th International Conference on Image Processing, Computer Vision, and Pattern Recognition, pages 720 –725, 2010.
  • Leng J., Huang Z., and Li D. (2010). Features extraction and classification of cartridge images for ballistics identification. In Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems, IEA/AIE’10, pages 331–340, Berlin, Heidelberg, 2010. Springer-Verlag. 9.
  • Leng J., Huang Z., and Li D. (2010). A novel approach for identifying firearms with ballistic projectile images. In Proceedings of the 14th International Conference on Image Processing, Computer Vision, and Pattern Recognition, pages 774 – 748, 2010.
  • Leng J., Valli C., and Armstrong L. (2010). A wrapper-based feature selection for analysis of large data set. In Proceedings of the 3rd International Conference on Computer and Electrical Engineering, pages 166 – 170. IEEE Press, 2010.
  • Sehovic, A. Armstrong L.J. , Diepeveen D.A. (2010). Interrogation of water catchment data sets using data mining techniques. in Editors: L.J. Armstrong and J. Clayden “Proceedings of the Knowledge Discovery for Rural Systems Workshop 2010” p35 at the 14th Pacific-Asia Conference on Knowledge Discovery and Data Mining., IIIT Hyderabad, Hyderabad India , 21-24 June, 2010 - Hyderabad, India.
  • Sudharsan, D. Adinarayana, J. Tripathy, A. K. Naveen, CPRG Desai, U. B. Merchant, S. N. Tanaka, K. Ninomiya, S. Kiura, T. Hirafuji, M. Raji Reddy, D.and Sreenivas, G. (2011). ICT & WSN based Dynamic Real-time Precision Agricultural system Conference on Geosptial Technologies and Its Application (Geomatrix’11), 26 to 27 February 2011, IIT Bombay, India.
  • Sudharsan, D. Adinarayana, J. Tripathy A. K., Naveen CPRG., Desai, U. B. Merchant, S. N. Tanaka, K. Ninomiya, S. Kiura, T. Hirafuji, M. Raji Reddy, D. and Sreenivas, G. (2010). Dynamic Simulation and Comparison of Rice Growth and Yield Prediction by Wireless Sensor Network Technology 3rd International Rice Congress, 08-12.11.2010, Hanoi, Vietnam. Pp 10-15, http://ricecongress.com/pdflink/4254.pdf).
  • Sudharsan D., Adinarayana, J. Desai, U. B. Merchant, S. N..Khire, M.V Tripathy, A. K., Kodilkar A, Ninomiya, S. Hirafuji, M. Kiura, T. Tanaka, K. Fukatsu, Raji Reddy T. Sreenivas D, and Vijayalakshmi, (2010). Geo-ICT and Sensor Network based Decision Support Systems in Agriculture and Environment AssessmentSummer School on The Global Governance of Climate Engineering, 12-16.07.2010, Max-Plank Institute Heidelberg, Germany (http://www.climate-engineering.uni-hd.de/events/mkss.html)
  • Sudharsan, D. Adinarayana, J. Desai, U. B. Merchant, S. N. Khire, M.V.. Tripathy, A. K Naveen, CPRG Kodilkar, A. Ninomiya, S. Hirafuji, M. Kiura, T. Tanaka, K. Fukatsu, T. Raji Reddy Sreenivas D, and Vijayalakshmi (2010) Geo-ICT and Sensor Networks in Rural Systems MGNREGA workshop, 14.05.2010, NIRD, Hyderabad, India
  • Tripathy A.K. , Adinarayana J., Vijayalaxmi, K., Raji Reddy., Desai U.B., Merchant S.N., Sudharsan D., Naveen CPRG., Kodilkar A.K. Ninomiya S., Hirafuji M., Kiura T., Tanaka K., (2010). Towards Crop-Pest/Disease-Weather Interactions through Data Mining Techniques International Workshop on Knowledge Discovery for Rural Systems (KDRS'2010) in conjunction with 14th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD-2010), 21-24 June, Hyderabad, India (http://sites.google.com/site/kdforruralsystems/home)
  • Tripathy A.T., Adinarayana, J. Sudharsan, D. Kodilkar, A. Karandikar, K. Desai U. B Merchant, S. N.. Vijayalaxmi, K Sreenivas G. and Raji Reddy, D. Tanaka, K. Kiura, T. Ninomiya, S. and M. Hirafuzi; (2011) Data Mining for Knowledge Extraction in Agriculture Pest/Disease Management Conference on Geosptial Technologies and Its Application (Geomatrix’11) 26-27 February 2011, IIT Bombay, India, Pp: 44-52.
  • Vagh Y., Armstrong L.J. , Diepeveen D.A. (2010). Application of a data mining framework for the identification of agricultural production areas in WA in Editors: L. J. Armstrong and J. Clayden “Proceedings of the Knowledge Discovery for Rural Systems Workshop 2010” at the 14th Pacific-Asia Conference on Knowledge Discovery and Data Mining., IIIT Hyderabad, Hyderabad India , 21-24 June, 2010 - Hyderabad, India.

2009

  • Armstrong, L. J. and Diepeveen, D. A. (2009). An information-based decision support framework for eAgriculture. Proceedings of IASK International Conference E-Activity and Leading Technologies 2009. Seville: Spain.
  • Armstrong, L. J. and Diepeveen, D. A. (2009) . An evaluation of methodologies for eAgriculture in an Australian context. Proceedings of IASK International Conference E-Activity and Leading Technologies 2009. Seville: Spain.
  • Clarke, G.P.Y and Diepeveen, D. A. (2009) Multivariate REML modelling: Some practical problems associated with balanced and unbalanced data. Proceedings of the Australian Genstat Conference. Marysville: Victoria.
  • Diepeveen, D. A. and Armstrong, L. J. Applying data mining techniques in the selection of plant traits. Proceedings of IASK International Conference E-Activity and Leading Technologies 2009. Seville: Spain.
  • Dunstan, N. (2009). Hierarchies of sustainability in a catchment, Proceedings of the 4th International Conference on Sustainable Development and Planning. Cyprus.
  • Dunstan, N., Armstrong, L.J. and Diepeveen, D. (2009). Selecting Areas for Land Use Change in a Catchment. Proceedings of the 4th Indian Conference on Artificial Intelligence (IICAI-09). Tumkur: India.
  • Dunstan, N. Despi, I. and Watson, C. (2009). Anomalies in multidimensional contexts. Proceedings of the 10th International Conference on Data Mining, Protection, Detection and other Securities. Crete. Greece

2008

  • Armstrong, L. J. and Diepeveen, D. A. (2008). Developing an information-driven ICT framework for agriculture. Proceedings of the World Conference on Agricultural Information and IT (IAALD AFITA WCCA 2008). Tokyo: Japan.
  • Chaigusin, S., Chirathamjaree, C. and Clayden, J. (2008). The use of neural networks in the prediction of the stock exchange of thailand (SET) Index. (pp670-673). Proceedings, 2008 International Conference on Computational Intelligence for Modelling, Control and Automation. Los Alamitos, Calif. IEEE Computer Society.
  • Chaigusin, S., Chirathamjaree, C. and Clayden, J. (2008). Soft computing in the forecasting of the Stock Exchange of Thailand. (pp. 1277-1281). Proceedings of the 4th IEEE Conference on Management of Innovation and Technology.
  • Diepeveen, D. A., Armstrong, L. J., Clarke, P., Abrecht, D., Appels R., and Bellgard, M. (2008). Applying data mining tools to improve grain quality for growers.Proceedings of the Western Australian 2008 Crop Updates, Perth: Department of Agriculture and Food, Western Australia.
  • Diepeveen, D. A., Armstrong, L. J. and Vagh, Y. (2008). Identifying key crop performance traits using data mining. Proceedings of the World Conference on Agricultural Information and IT (IAALD AFITA WCCA 2008). Tokyo: Japan.
  • Dunstan, N. and Qiang, X. (2008) Supporting discovery-driven exploration from a land use cover and change model. Proceedings of the World Congress on Computers in Agriculture. Tokyo: Japan.
  • Kato, H., Tan. K. T. and Chai, D. (2008). Novel colour selection scheme for 2D barcode. (pp.529-532). Proceedings of the IEEE 2009 International Symposium on Intelligent Signal Processing and Communication Systems. Kanazawa: Japan.
  • Kato, H., Tan, K.T. and Chai, D. (2008). Development of a novel finder pattern for effective colour 2D-Barcode detection (pp 1006-1013). Proceedings of the 2008 International Symposium on Parallel and Distributed Processing with Applications. Sydney: Australia.
  • Leng, J., Li, J. and Jain, L. (2008) A Role-based framework for multi-agent teaming. (pp 642-649). Proceedings of the 12th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems. Volume 5179 of Lecture Notes in Artificial Intelligence. Berlin: Springer-Verlag.
  • Leng, J., Sathyaraj, B. M. and Jain, L. (2008). Temporal difference learning and simulated annealing for optimal control: A case study. (pp 495-504). Proceedings of the 2nd KES International Symposium on Agent and Multi-Agent Systems: Technologies and Applications. Volume 4953 of Lecture Notes in Artificial Intelligence.
  • Tantisureeporn, S. and Armstrong, L. J. (2008). Introducing a new technology to enhance community sustainability: An investigation of the possibilities of Sun Spots. (pp488-495). Proceedings of EDU-COM 2008. Khon Kaen: Thailand.

2007

  • Armstrong, L. J., Diepeveen, D. A. and Maddern, R. (2007) The application of data mining techniques to characterize agricultural soil profiles. Proceedings of the Sixth Australasian Conference on Data Mining and Analytics. (pp. 85-1007). Darlington: Australian Computer Society.
  • Armstrong, L. J., Diepeveen, D. A. and Vagh, Y. (2007). Data mining can empower growers’ crop decision making. Proceedings of the 3rd Transforming Information and Learning Conference: T2: Technology and Transformation. Perth: Edith Cowan University.
  • Collins, M., Holme, C., Tan, K. T. and Armstrong, L. J. (2006). An automated sampling soil reduction-oxygenation RF sensor network for cereal crop management. (pp98-101) Proceedings of the IEEE TENCON Conference.
  • Diepeveen, D. A. and Armstrong, L. J. (2007) Applying data mining tools to improve grain quality for growers. Proceedings of the 1st Latin American Conference: ICC International Conference on Cereal and Cereal Products. Argentina.
  • Diepeveen, D. A., Clarke, G.P.Y., Bellgard, M., Appels, R. and Crosbie. G. (2007). Physical grain screenings of plant breeding germplasm. Proceedings of the 1st Latin American Conference: ICC International Conference on Cereal and Cereal Products. Argentina.
  • Kasinath, G. and Armstrong, L. J. (2007). Analysis of PKI as a means of securing ODF documents. Proceedings of the 5th Australian Information Security Management Conference. Perth: Edith Cowan University.
  • Kasinath, G. and Armstrong, L. J. (2007) Importance of verification and validation of Data Sources in Attaining Information Superiority. Proceedings of the 5th Australian Information Security Management Conference. Perth: Edith Cowan University.
  • Kasinath, G. and Armstrong, L. J. (2007). Securing J2ME mobile application API using XACML. Proceedings of the IASK International Conference. Eactivity and Leading Technologies. Porto: Portugal
  • Kato, H. and Tan. K. T. (2007). First read rate analysis of 2D-barcodes for camera phone applications as an ubiquitous computing tool. (pp.1-4). Proceedings of the IEEE Region Ten Conference. Taipei, Taiwan.
  • Leng, J., Jain, L., and Fyfe, C. Convergence analysis on approximate reinforcement learning. Second International Conference on Knowledge Science, Engineering and Management (KSEM'2007). Volume 4798 of Lecture Notes in Artificial Intelligence.
  • Leng, J., Fyfe, C. , and Jain, L. (2007). Reinforcement learning of competitive skills with soccer agents. (pp. 572-579). Proceedings of the 11th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems.Lecture Notes in Artificial Intelligence, Vol. 4692.

2006

  • Leng, J., Fyfe, C. and Jain, L. (2006). Teamwork and simulation in hybrid cognitive architecture. (pp. 472–478) Proceedings of the 10th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems. Volume 4252 of Lecture Notes in Computer Science.

2005

  • Kato, H. and Tan. K. T. (2005). 2D barcodes for mobile phones. (pp.1-4). Proceedings of the 2nd International Conference on Mobile Technology, Applications and Systems. Guangzhou: China.
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