{"title":"MATLAB-Based Graphical User Interface (GUI) for Data Mining as a Tool for Environment Management","authors":"M. Awawdeh, A. Fedi ","volume":85,"journal":"International Journal of Computer and Information Engineering","pagesStart":133,"pagesEnd":141,"ISSN":"1307-6892","URL":"https:\/\/publications.waset.org\/pdf\/9997494","abstract":"
The application of data mining to environmental monitoring has become crucial for a number of tasks related to emergency management. Over recent years, many tools have been developed for decision support system (DSS) for emergency management. In this article a graphical user interface (GUI) for environmental monitoring system is presented. This interface allows accomplishing (i) data collection and observation and (ii) extraction for data mining. This tool may be the basis for future development along the line of the open source software paradigm.<\/p>\r\n","references":"[1]\tJessica Spate, Karina Gibert, Miquel S`anchez-Marr`e, Eibe Frank, Joaquim Comas, Ioannis Athanasiadis, Rebecca Letcher, \"Data Mining as a Tool for Environmental Scientists\u201d. Al Magazine Vol.17.1996. \r\n[2]\tUsama Fayyad, Gregory Piatetsky-Shapiro, and Padhraic Smyth, From Data Mining to Knowledge Discovery in Databases, Article.\r\n[3]\tRichard Johnson and Dean Wichern, \"Applied Multivariate Statistical Analysis\", 1992. \r\n[4]\tJohn W. Tukey, \"Exploratory data analysis\u201d, 1977.\r\n[5]\tWeiss, Sholom M. and Kulikowski, Casimir A. \"Classification and prediction methods from statistics, neural nets, machine learning, and expert systems\", 1991.\r\n[6]\tAnil K. Jain and Richard C. Dubes. \"Algorithms for data clustering\", 1988.\r\n[7]\tMath Works, http:\/\/www.mathworks.it\/index.html\r\n[8]\tMikut, R.; Reischl, M.; Burmeister, O.; Loose, T.: Data Mining in Medical Time Series. Biomedizinische Technik, vol. 51, pp. 288\u2013293, 2006.J. \r\n[9]\tR. Mikut, O. Burmeister, S. Braun, M. Reischl, \"the open source matlab toolbox gait-cad and its application to bioelectric signal processing\u201d, Paper, Institute for Applied Computer Science, Forschungszentrum Karlsruhe GmbH, Germany. \r\n[10]\tHao Yu and B. M. Wilamowski, \"Levenberg\u2013Marquardt Training\u201d Industrial Electronics Handbook, vol. 5 \u2013 Intelligent Systems, 2nd Edition, chapter 12, pp. 12-1 to 12-15, CRC Press 2011. \r\n[11]\tNIE project documents, ACROTEC Company. http:\/\/www.acrotec.it\r\n[12]\tMuhammad Aqil, Ichiro Kita, Akira Yano, and NishiyamaSoichi. \"Decision Support System for Flood Crisis Management using Artificial Neural Network\u201d, International Journal of Electrical and Computer Engineering 1:5 2006\r\n[13]\tDavid Hand, Principle of Data Mining. Massachusetts Institute of Technology, 2001.\r\n[14]\tFeng Jiansheng. KDD and its applications, BaoGangtechniqyes. 1993. \r\n[15]\tXianjun NI, Research of Data Mining Based on Neural Networks. World Academy of Science, Engineering and Technology, 39 2008.\r\n[16]\tBen-Gal, Data Mining and Knowledge Discovery Handbook, chapter one.\"Kluwer Academic Publisher, 2005\u201d. \r\n","publisher":"World Academy of Science, Engineering and Technology","index":"Open Science Index 85, 2014"}