APPLICATION OF FUZZY CLUSTERING IN CONTINUOUS CLASSIFICATION: A CASE STUDY

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FAHMI H.; DALIRABDINIA A.

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Journal: IRAN-WATER RESOURCES RESEARCH Year:2006 | Volume:2 | Issue:1 (4) Page(s): 29-35

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Title

APPLICATION OF FUZZY CLUSTERING IN CONTINUOUS CLASSIFICATION: A CASE STUDY

Author(s)

FAHMI H. | DALIRABDINIA A. | Issue Writer Certificate

Keywords

FUZZY CLUSTERINGQ4

CONTINUOUS CLASSIFICATIONQ4

WATERSHEDQ4

Abstract

Using CONTINUOUS CLASSIFICATION (specifically zonation in this study) it is possible to save continuity of changes in natural phenomena while representing them. Fuzzy Sets Theory is a proper tool to study and represent this continuity. As a case study in application of Continuous Zonation, FUZZY CLUSTERING among many other pattern recognition methods was applied to study erodability of Tajan river WATERSHED. The results have been compared with traditional PSIAC method and have been represented as continuous erodability maps by using pixels value combination method. The maps show that even in area that a class is dominant, changes in erodability are visible. Also classes, which do not really exist and are only the artifacts of crisp boundary. classification, are omitted. Transitional changes can be modeled similar to real gradual ones in nature.

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APA: Copy

FAHMI, H., & DALIRABDINIA, A.. (2006). APPLICATION OF FUZZY CLUSTERING IN CONTINUOUS CLASSIFICATION: A CASE STUDY. IRAN-WATER RESOURCES RESEARCH, 2(1 (4)), 29-35. SID. https://sid.ir/paper/100288/en

Vancouver: Copy

FAHMI H., DALIRABDINIA A.. APPLICATION OF FUZZY CLUSTERING IN CONTINUOUS CLASSIFICATION: A CASE STUDY. IRAN-WATER RESOURCES RESEARCH[Internet]. 2006;2(1 (4)):29-35. Available from: https://sid.ir/paper/100288/en

IEEE: Copy

H. FAHMI, and A. DALIRABDINIA, “APPLICATION OF FUZZY CLUSTERING IN CONTINUOUS CLASSIFICATION: A CASE STUDY,” IRAN-WATER RESOURCES RESEARCH, vol. 2, no. 1 (4), pp. 29–35, 2006, [Online]. Available: https://sid.ir/paper/100288/en

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