Artificial Intelligence Techniques - Novel Approaches & Practical Applications |
Foundation of Computer Science USA |
AIT - Number 3 |
None 2011 |
Authors: Abou Bakar Nauman, Romana Aziz |
e72dbc40-2c43-4221-b28d-14e256a22382 |
Abou Bakar Nauman, Romana Aziz . Development of Simple Effort Estimation Model based on Fuzzy Logic using Bayesian Networks. Artificial Intelligence Techniques - Novel Approaches & Practical Applications. AIT, 3 (None 2011), 4-7.
Intelligent software estimation models are need of the time. With increased development of Bayesian networks for software project management, one requires an explicit Bayesian Network (BN) to provide effort estimates based on historical data. This paper proposes a simple BN, based on classification approach. However the classes of ranges of size value, are distributed with help of fuzzification to distribute the probability of crisp value The model is simple and smaller, thus can easily be connected to static as well as dynamic Bayesian Networks.