COMPREHENSIVE STUDY OF APPLICATIONS OF SPATIO TEMPORAL DATA MININGIN GIS

The advancement in database and internet technology has led to large debris of data being collected. The process of extraction knowledge led to coining of new term called data mining. In this paper we have discussed the spatio temporal dimension of data mining and its applications in field of Geographical Information Systems. The applications include forest fires, Maize yield, Weather forecasting etc.

[1]  A. B. Adeyemo,et al.  Application of Data Mining Techniques in Weather Prediction and Climate Change Studies , 2012 .

[2]  Lei Han,et al.  Application of spatio-temporal data mining and knowledge discovery for detection of vegetation degradation , 2010, 2010 Seventh International Conference on Fuzzy Systems and Knowledge Discovery.

[3]  Otto Huisman,et al.  Visual mining of moving flock patterns in large spatio-temporal data sets using a frequent pattern approach , 2014, Int. J. Geogr. Inf. Sci..

[4]  Jiaqiu Wang,et al.  Integrated Spatio‐temporal Data Mining for Forest Fire Prediction , 2008, Trans. GIS.

[5]  Sheng-Tun Li,et al.  Multi-resolution spatio-temporal data mining for the study of air pollutant regionalization , 2000, Proceedings of the 33rd Annual Hawaii International Conference on System Sciences.

[6]  Maguelonne Teisseire,et al.  Mining spatio-temporal data , 2006, Journal of Intelligent Information Systems.

[7]  Surya S. Durbha,et al.  A Machine Learning Based Spatio-Temporal Data Mining Approach for Detection of Harmful Algal Blooms in the Gulf of Mexico , 2011, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

[8]  Yueling Zhao,et al.  The application of the spatio-temporal data mining algorithm in maize yield prediction , 2013, Math. Comput. Model..

[9]  Vipin Kumar,et al.  The Brain-Network Paradigm: Using Functional Imaging Data to Study How the Brain Works , 2016, Computer.

[10]  Asanobu Kitamoto.  Spatio-Temporal Data Mining for Typhoon Image Collection , 2004, Journal of Intelligent Information Systems.

[11]  Chenghu Zhou,et al.  A data-mining approach to determine the spatio-temporal relationship between environmental factors and fish distribution , 2004 .