An Optimization of Master <i>S</i>-<i>N</i> Curve Fitting Method Based on Improved Neighborhood Rough Set

A Intrusion Detection Method Based on Neighborhood Rough Set

A well-prepared abstract enables the reader to identify the basic content of a document quickly and accurately, to determine its relevance to their interests, and thus to decide whether to read the document in its entirety. The Abstract should be informative and completely self-explanatory, provide a clear statement of the problem, the proposed approach or solution, and point out major findings...

Proposed Improved Bee Colony Optimization Based on Rough Set Algorithm

Curve fitting in terms N-Control points on 2D using fuzzy set and rough set theory

In this paper, we develop a new hybrid curve fitting model using fuzzy set and rough set theory. The developed method differs from classical curve fitting techniques and algorithms. For produced rule sets of model to create by using fuzzy logic technique and the membership functions of input and output functions, the range of membership functions and the relations between membership functions i...

Reduction of Rough Set Based on Generalized Neighborhood System Operator

The theory of generalized neighborhood system-based approximation operators plays an important role in the theory of generalized rough sets since it includes both the neighborhood-based approximation operators and the covering-based approximation operators as its special circumstances. The theory of reduction is one of the most significant directions in rough sets. In this work, the reduction o...

An Optimization Rough Set Boundary Region based Random Forest Classifier

Machine learning is a concerned with the design and development of algorithms. Machine learning is a programming approach to computers to achieve optimization .Classification is the prediction approach in data mining techniques. Decision tree algorithm is the most common classifier to build tree because of it is easier to implement and understand. Attribute selection is a concept by which we wa...