Rough Sets for Satellite Image Classification
Sonika Jindal
Broschiertes Buch

Rough Sets for Satellite Image Classification

Landuse/Landcover Analysis of Alwar (Rajasthan)

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It has been observed that the ground truth data, forming a prime decision system, an essential ingredient for a supervised learning, may itself contain redundant / inconsistent / conflicting information. Moreover, there may be superfluous attributes that warrants a fast mechanism to identify & discard them and at the same time keep the information content compatible to the original data set. The Rough Set Theory has emerged as an effective measure to resolve imprecise knowledge, analysis of conflicts, evaluation of data dependencies and generating rules. Landuse/Landcover classification is spe...