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Artificial Intelligence Applications for Improved Software by Farid Meziane, Sunil Vadera, Farid Meziane, Sunil Vadera

By Farid Meziane, Sunil Vadera, Farid Meziane, Sunil Vadera

Regardless of many years of study, constructing software program that's healthy for function, constructed on time, and inside of finances is still a problem. Many researchers have endorsed using man made intelligence options comparable to knowledge-based structures, neural networks, and knowledge mining as a manner of addressing those problems.

Artificial Intelligence functions for better software program Engineering improvement: New clients presents an outline of worthy strategies in man made intelligence for destiny software program improvement besides serious review for extra development. A compendium of up to date findings, this foremost Reference resource deals researchers, academicians, and practitioners developmental principles in the box.

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Additional resources for Artificial Intelligence Applications for Improved Software Engineering Development: New Prospects (Advances in Intelligent Information Technologies (Aiit) Book Series)

Example text

Managers frequently added evidence to both an indicator node and its parent, thus blocking the indicator evidence. However, turning indicator nodes into causal factors led to the classic problems that arise when nodes have multiple parents: how to construct CPDs involving large numbers of nodes, and how to provide tools so that such CPDs can be easily elicited from domain experts. These problems were solved by devising a comprehensive set of weighted mean functions (Fenton, Neil & Caballero 2007).

Hawthorn, Australia: International Software Benchmarking Standards Group. , & Hendrickson, C. (2000). Extreme programming installed. Reading, MA: Addison-Wesley Professional. Jensen, F. (2001). Bayesian Networks and decision graphs, New York: Springer-Verlag. Jones, C. (1986) Programmer productivity. New York: McGraw Hill. Jones, C. (1999). Software sizing. IEE Review, 45(4), 165–167. 1049/ir:19990406 Jones, C. (2002). Software quality in 2002: A survey of the state of the art. Software Productivity Research.

The majority of the increased effort should be allocated to specification and testing activities. As a second example of using the Productivity Model in decision support, let us assume that we analyze the impact of uncontrollable project factors on estimates provided by the model. Suppose that the size of the software to be developed is 1000 FPs. We leave the prior effort, productivity and defect rates at their default states. 056 defects/FP. Now we further assume that project complexity is as high as possible – which means as high as has been observed by the company in its previous most complex projects.

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