[PDF] Top 20 Predicting Maintainability of Object-Oriented System using Fuzzy Logic

... an object-oriented system ...procedure oriented systems are inheritance, polymorphism, data hiding, and encapsulation ...influence maintainability prominently. Maintainability of ... See full document

... for object-oriented systems development such as effort, quality, and risk is of major concern in software development life ...study, object-oriented metrics have been considered to provide ... See full document

... the object- oriented ...of object-oriented design methods such as inheritance (MIF (Method Inheritance Factor), AIF (Attribute Inheritance Factor)) metrics, information hiding (MHF (Method ... See full document

... software maintainability based on historical data of OO systems on the QUES dataset specifically: Bayesian network [1]; Multivariate adaptive regression splines [2]; TreeNet [3]; Mamdani-based model [4]; Group ... See full document

... class-level object- oriented metrics in order to predicting software ...of Object-Oriented software metrics have been considered to provide requisite input data to design the models for ... See full document

... of maintainability prediction models have been proposed in the literature within last two ...are predicting maintainability using the metrics from coding as well as design phase, while some ... See full document

... the fuzzy sets operates with qualitative terms or linguistic variables that are characteristic of human descriptions, yet the theory gives these quantified values, which is characteristic of descriptions suitable ... See full document

... the maintainability of the software system because there is no proven measure for the maintainability which leads to software poor management ...of predicting the maintainability some ... See full document

... the Fuzzy models. The Takagi- Sugeno Fuzzy Model and the Mamdani Fuzzy ...Takagi-Sugeno Fuzzy Model: This fuzzy model proposed by Takagi and Sugeno (Takagi et al, 1985) is described by ... See full document

... an object with fixed structure, and we generate its binary classifier according to structure ...multiple oriented strokes, which serve as basic elements of a text ...the system architecture of the ... See full document

... In logic programming languages, problem solving will be done by describing what needs to be done instead of describing how it should be done as long as this is the case when using procedural programming ... See full document

... In object oriented database, relationships are represented by references via the object identifier ...internal system identifiers are being used. The Object Oriented model ... See full document

... This paper identifies the most important factors that impact on usability of objectoriented system and then proposes a model for evaluating the usability of software system using soft co[r] ... See full document

... software maintainability is broadly accepted as a highly significant quality criterion in the economic success of engineering systems and ...Thus maintainability evaluation is an essential component of ... See full document

... phases, maintainability of the developing software application can be measured through those software metrics that are maintainability relevant ...of fuzzy sets was introduced by Zadeh [19] to ... See full document

... This research was analyzed on the students of the university. The attendance of the students in the class is calculated as the percentages of attended classes of a course. It produces the usually utilized quality for ... See full document

... [1] M. M. T. Thwin and T. S. Quah, Eds., Application of Neural Network for Predicting Software Development Faults using Object- Oriented Design Metrics, vol. 5. Proceedings of the 9th ... See full document

... of fuzzy logic controller with soft computing ...estimation system existing here can be considered as a step towards water quality estimation, which can productively be applied by taking other ... See full document

... by the load, the inclusion of Energy Storage System(ESS) (e.g. batteries, flywheels, ultra-capacitors) and Energy Management Systems(EMS) are highly recommended in order to improve the system stability and ... See full document

... of object-oriented software from its ...These object-oriented metrics affect the design quality of object oriented software as they are related with the design attributes like ... See full document