[PDF] Top 20 Hybrid neural network approach for predicting maintainability of object-oriented software

... computing maintainability as it measures “non-inheritance related coupling" ...QUES software product, has all its 71 classes with NOC val- ues as ... See full document

... the software maintenance but a more important critical one highlighted in this work is tracking over the behavior of software ...of software products in advance is really a difficult process which is ... See full document

... of software products highly important and is required after implementation phase of software ...predict maintainability level of Object-Oriented Software ...influencing ... 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 are ... See full document

... The software maintains is difficult task in the software industries and this increases the needs of object oriented techniques with better ...existing software should have to maintain ... See full document

... and Maintainability by using the Neural Network based Cuckoo Search and Back Propagation (CSBP) ...non-linear maintainability estimation models with the help of non-linear exponential and ... See full document

... in Software Engineering. It provides measurement of the software products and the process of software ...the software increased with the developing of the large scale of the ...The ... See full document

... and predicting of strength of rubberized ...developed software for the optimal design of general and symmetric/balanced laminates (or sandwich panels) with specified mechanical ...a neural ... See full document

... possessions. Software analytics is a necessary aspect of the condition of the-hone in application progression ...computable approach to the progression and acceptance of designs of the application ... See full document

... the approach that was adopted, where the expert system was used to accept the inputs, show the outputs and implement a knowledge base that encoded an algorithm based on the British Airways ASP (Acceptable Shipment ... See full document

... the maintainability of classes in object-oriented systems is a significant factor for software success, however it is a challenging task to ...for predicting software ... See full document

... a software product, a measurement-based approach to the correctness of the software development is ...the software development process, and in particular the contribution that software ... See full document

... There are situations in which there is a distinct lack of clarity about the nature of a problem situation and the use cases related to it. In the example presented above we considered use cases relating to attendance ... See full document

... process oriented whereas validation is the process of evaluating a system or component during or at the end of the development process to determine whether it satisfies specified requirements ... See full document

... Second, DESA has two DP domains: model domain and user interface domain. This allows separate examination of the model and the user interface when evaluating functional dependencies. In contrast, ADOSS has only one DP ... See full document

... of object oriented software specially at requirement ...finest approach and best practice for claiming the model acceptable or not 19, 30 ...clamed approach is ... See full document

... and predicting of vegetation Leaf area index (LAI) is an extremely important indication factor for growth status of ...BP neural network and a hybrid method of SARIMA-BP neural ... See full document

... in object-oriented programs have been dis­ cussed in the literature (Hogg et ...an object is to be returned by a function, a copy is made first and that is returned ...many ... See full document

... development approach, object-oriented approach and hybrid model incorporating conventional software development approaches have been ...the hybrid model is a better ... See full document

... In Agarwal et al. (2003), a set of 570 problems was generated to test the effectiveness of the AugNN approach compared to a single-pass heuristic approach. The number of tasks used in these problems ranged ... See full document