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- Step 1 : Cloud Segmentaion using Image Processing
- Algorithm
- 1.1 Local Adaptive Thresholding : matlab code >> https://www.mathworks.com/matlabcentral/fileexchange/8647-local-adaptive-thresholding
- 1.2 K-Means Clustering : matlab code >> http://www.mathworks.com/help/images/examples/color-based-segmentation-using-k-means-clustering.html
- Step 2 : Prediction using Data mining / Machine learning
- Algorithm
- book (1) : https://www.cp.eng.chula.ac.th/~boonserm/publication/AlgoDataMining.pdf
- book (2) : http://www.cse.hcmut.edu.vn/~chauvtn/data_mining/Texts/[1]%20Data%20Mining%20-%20Concepts%20and%20Techniques%20(3rd%20Ed).pdf
- 2.1 Support Vector Machine Classification : matlab code >> http://www.mathworks.com/help/stats/support-vector-machine-classification.html
- 2.2 Association Rules : matlab code >> https://www.mathworks.com/matlabcentral/fileexchange/42541-association-rules
- ** ใน prediction part แนะนำให้อ่านอันนี้นะเก่ง สรุปสั้นๆ http://www.cs.ccsu.edu/~markov/ccsu_courses/DataMining-8.html ส่วนใหญ่ก็จะหนไม่พ้น neural network (ตอนนี้ทางคอมกำลังฮิต keyword ใหม่ "Deep Learning" จริงๆก็คือ neural network แต่หลายชั้น hidden layer) และก็พวก regression, linear model, svm ...
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