فهرست و منابع پروژه الگوریتم genetic fuzzy k-Modes برای خوشه بندی داده های گروهی
فهرست:
چکیده
مقدمه (3)
مروری بر روش های قبل (7)
1.2 - الگوریتمk-Means Hard (7)
1.1.2 - مثالی عددی از الگوریتم k-Means (9)
2.2- الگوریتم Fuzzy c-Means (13)
3.2- الگوریتم Hard k-Modes (15)
4.2- الگوریتم fuzzy k-Modes (18)
3- الگوریتم پیشنهادی : genetic fuzzy k-Modes (21)
نتایج آزمایش (25)
نتیجه گیری (32)
پیوست – کد برنامه
مراجع
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منبع:
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[3] S. B. Kotsiantis. (2007). Supervised Machine Learning: A Review of Classification Techniques. Department of Computer Science and Technology. Informatica 31 . 249-268
[4] Berks, G., Graf, D., Keyserlingk.& Jantzen, J.& Dotoli M., Axer H. (2005). Fuzzy Clustering - A Versatile Mean to Explore Medical Databases. Department of Anatomy I, 30, D-52057 Aachen, Germany.
[5] Gan,G.,Wu, J.& Yang, Z.(2009). A genetic fuzzy k -Modes algorithm for clustering categorical data. Expert Systems with Applications 36. 1615 .1620
[6] Michael, K. Ng., Mark, Junjie Liy., Joshua, Z., Huangz, Z. H.(2006). On the Impact of Dissimilarity Measure in k-modes Clustering Algorithm. Data Mining and Knowledge Discovery, vol. 2, no. 3, pp. 283,304.
[7] Edward.,(2008). Cluster analysis. Wikipedia.
[8] Zengyou, H., Shengchun, D., Xiaofei, X.(2004). Improving K-Modes Algorithm Considering Frequencies of Attribute Values in Mode. Department of Computer Science and Engineering, Harbin Institute of Technology, P.O Box 315, P. R. China, 150001.
[9] Hariz, B. S., Elouedi, Z., Mellouli Kh.(2006)Selection Initial modes for Belief K-modes Method. International Journal of Applied Science, Engineering and Technology Volume 4 Number 4.
[10] Krishna,K.,&Narasimha,M.(1999).Genetic k -means algorithm.IEEE Transactions on Systems,Man and Cybernetics,Part B,29 (3),433 .439.
[11] Ng,M.,&Wong,J.(2002).Clustering categorical data sets using tabu search techniques.Pattern Recognition,35 (12),2783 .2790.
[12] Zlatan Aki Mur.(2006).Numerical Example of K-Means Clustering. Kardi Teknomo.
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