DISTANCE BASED MINING VIA WATERMARKING
J. Deepika, K Smeja · IJITR · 2015
Protection of the intellectual property is a most important to Provide security and it also provides mechanisms for establishing the ownership of a dataset consisting of multiple objects. Algorithms are used to preserve important properties of the dataset, it is important for data mining operations. Hence for Preservation of Dataset Watermarking Scheme is used and it may distort the original distance graph of the given object hence watermarking methodology preserves important distance relationships. Nearest Neighbors (NN) of each object and the Minimum Spanning Tree (MST) of the original dataset these are the algorithms used for dataset Preservation. It will leads to preservation of any mining operation that depends on the ordering of distances between objects and Preservation of Neighborhood property using Distance Relationship.