Artificial Intelligence Applications for Improved Software Engineering Development 1st edition by Farid Meziane, Sunil. Vadera 1605667595 9781605667591

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ISBN-10 :  1605667595 

ISBN-13 :  9781605667591

Author :  Farid Meziane, Sunil. Vadera 

Despite decades of research, developing software that is fit for purpose, developed on time, and within budget remains a challenge. Many researchers have advocated the use of artificial intelligence techniques such as knowledge-based systems, neural networks, and data mining as a way of addressing these difficulties. Artificial Intelligence Applications for Improved Software Engineering Development: New Prospects provides an overview of useful techniques in artificial intelligence for future software development along with critical assessment for further advancement. A compendium of latest industry findings, this Premier Reference Source offers researchers, academicians, and practitioners developmental ideas within the field.

Artificial Intelligence Applications for Improved Software Engineering Development 1st Table of contents:

1. Software Project andQuality Modelling UsingBayesian Networks
2. Using Bayesian Networksfor Web Effort Estimation
3. Optimizing SoftwareDevelopment Cost Estimatesusing Multi-Objective ParticleSwarm Optimization
4. Auto-Associative NeuralNetworks to Improve theAccuracy of Estimation Models
5. From Textual Scenarios toMessage Sequence Charts
6. A Bayesian Network forPredicting the Need for aRequirements Review
7. Knowledge Engineering Supportfor Software Requirements,Architectures and Components
8. MUSTERA Situational Tool forRequirements Elicitation
9. An Intelligent ComputationalArgumentation System forSupporting CollaborativeSoftware DevelopmentDeci
10. Supporting Quality-DrivenSoftware Design throughIntelligent Assistants
11. Constraint-Based Techniquesfor Software Testing
12. Computational Intelligencefor Functional Testing
13. Mining Past-TimeTemporal RulesA Dynamic Analysis Approach
14. Artificial Intelligence inSoftware EngineeringCurrent Developments andFuture Prospects

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