Armstrong, Leisa - Edith Cowan University

研究领域

As part of my research activities, I have a number of research collaborations which are agriculture environmental and medical sector focussed in the areas of data mining and image processing in agricultural and biological systems, geospatial technologies, mobile and wireless technologies, web and software systems. eAgriculture This area of research is focused on the use of information and communication technologies in agricultural and related industries and is an emerging discipline. My research focus has been on the application of data mining techniques to improve the selection of crop varieties and to find ways to respond to environment changes predicted by climate change. I am involved in research on Artificial Intelligence and geospatial techniques, agricultural informatics and agricultural production systems, tools and decision systems, environmental sensor networks, mobile technologies, web and software systems.

近期论文

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Thavorntam, W., Tantemsapya, N., Armstrong, L., (2015), A combination of meteorological and satellite-based drought indices in a better drought assessment and forecasting in Northeast Thailand. Natural Hazards, 77(3), 1453-1474, Dordrecht, Netherlands, DOI: 10.1007/s11069-014-1501-0. Babatunde, O., Armstrong, L., Leng, J., Diepeveen, DA., (2015), A computer-based vision systems for automatic identification of plant species using kNN and genetic PCA. Agrarinformatika Folyoirat (Journal of Agricultural Informatics), 62(2), 32-44, Hungary, DOI: 10.17700/jai.2015.6.2.164. Babatunde, O., Armstrong, L., Leng, J., Diepeeen, DA., (2015), Comparative analysis of genetic algorithm and particle swam optimization: An application in precision agriculture. Asian Journal of Computer and Information Systems, 3(1), 1-12. Babatunde, O., Armstrong, L., Leng, J., Diepeveen, DA., (2015), A neuronal classification system for plant leaves using genetic image segmentation. British Journal of Mathematics & Computer Science, 9(3), 261-278, Haryana, India, DOI: 10.9734/BJMCS/2015/14611. Babatunde, O., Armstrong, L., Diepeveen, DD., Leng, J., (2015), A survey of computer-based vision systems for automatic identification of plant species. Agrarinformatika Folyoirat (Journal of Agricultural Informatics), 6(1), 61-71, Hungary, DOI: 10.17700/jai.2015.6.1.152. Babatunde, O., Armstrong, L., Leng, J., Diepeveen, D., (2014), A Genetic Algorithm-Based Feature Selection. International Journal of Electronics Communication and Computer Engineering, 5(4), 899-905. Babatunde, O., Armstrong, L., Leng, J., Diepeveen, D., (2014), On the Application of Genetic Probabilistic Neural Networksand Cellular Neural Networks in Precision Agriculture. Asian Journal of Computer and Information Systems, 2(4), 90-101. Babatunde, O., Armstrong, L., Leng, J., Diepeveen, D., (2014), Zernike Moments and Genetic Algorithm : Tutorial and Application. British Journal of Mathematics and Computer Science, 4(15), 2217-2236 , DOI: 10.9734/BJMCS/2014/10931. Gandhi, N., Wankhede, SS., Armstrong, L., (2014), Applications of Expert System in Agriculture. International Journal of Pure and Applied Research in Engineering and Technology, 3(1), 86-94, Ahmedabad-India. Nallan, S., Armstrong, L., Tripathy, A., Teluguntla, P., (2015), Hot Spot Analysis Using NDVI Data For Impact Assessment Of Watershed Development. Proceedings of The International Conference On Technologies For Sustainable Development (ICTSD-2015), 1-5, Piscataway, N.J., DOI: 10.1109/ICTSD.2015.7095869. Sazzad, T., Armstrong, L., Tripathy, A., (2015), An Automated Detection Process to Detect Ovarian Tissues Using Type P63 Digitized Color Images. ICTAI 2015 27th International Conference onTools with Artificial Intelligence, 278 - 285, Piscataway, N.J., DOI: 10.1109/ICTAI.2015.51. Nallan, S., Armstrong, L., Croke, B., Tripathy, A., (2014), Geospatial data pre-processing on watershed datasets: A GIS approach. Proceedings of the 9th Conference of the Asian Federation for Information Technology in Agriculture, 328-336, Perth, W.A.. Babatunde, O., Armstrong, L., Leng, J., Diepeveen, D., (2014), Application of Cellular Neural Networks and Naive Bayes Classifier in Agriculture. Proceedings of the 9th Conference of the Asian Federation for Information Technology in Agriculture, 63-72, Perth, W.A.. Wankhede, SS., Gandhi, N., Armstrong, L., (2014), Role of ICTs in improving drought scenario management in India. Proceedings of the 9th Conference of the Asian Federation for Information Technology in Agriculture, 521-530, Perth, W.A.. Shah, P., Gandhi, N., Armstrong, L., (2014), Mobile Applications for Indian Agriculture Sector: A case study. Proceedings of the 9th Conference of the Asian Federation for Information Technology in Agriculture, 424 - 434, Perth, W.A.. Gandhi, N., Armstrong, L., (2014), ICTs for Agricultural Extension: A study in Ratnagiri district of Maharashtra, India. Proceedings of the 9th Conference of the Asian Federation for Information Technology in Agriculture, 152-162, Perth, W.A. . Nilsook, P., Armstrong, L., Taechatanasat, P., Ranjeet, T., (2014), Web-based training in e-Agriculture for Agricultural College. Proceedings of the 9th Conference of the Asian Federation for Information Technology in Agriculture, 360-370, Perth, W.A.. Ranjeet, T., Armstrong, L., (2014), An Artificial Neural Network for Predicting Crops Yield in Nepal. Proceedings of the 9th Conference of the Asian Federation for Information Technology in Agriculture, 371-381, Perth, W.A.. Saxena, L., Armstrong, L., (2014), A survey of image processing techniques for agriculture. Proceedings of the 9th Conference of the Asian Federation for Information Technology in Agriculture, 401-413, Perth, W.A.. Taechatanasat, P., Armstrong, L., (2014), Decision Support System Data for Farmer Decision Making. Proceedings of the 9th Conference of the Asian Federation for Information Technology in Agriculture, 472-486, Perth, W.A..