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Keywords
(5)
Fuzzy C Means Clustering
Fuzzy Logic
Fuzzy Set
Real Coded Genetic Algorithm
Software Cost Estimation
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(1)
A soft computing framework for software effort estimation
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Software Cost Estimation by Fuzzy Analogy for Web Hypermedia Applications
Software Cost Estimation by Fuzzy Analogy for Web Hypermedia Applications,Ali Idri,Azeddine Zahi,Alain Abran
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Software Cost Estimation by Fuzzy Analogy for Web Hypermedia Applications
(
Citations: 4
)
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Ali Idri
,
Azeddine Zahi
,
Alain Abran
The aim of this paper is to evaluate the accuracy o f Fuzzy Analogy for
software cost estimation
on a Web software data set. Fuzzy Analogy is based on reasoning by analogy and
fuzzy logic
to estimate effort when software projects are described by linguistic values such as low and high. Linguistic values are represented in the Fuzzy Analogy estimat ion process with fuzzy sets. However, the descriptions given of the Web software attributes used are insufficient to empirically build their fuzzy repre sentations. Hence, we have suggested the use of the Fuzzy CMeans clustering te chnique (FCM) and a
Real Coded Genetic Algorithm
(RCGA) to build these fuzzy representations.
Cumulative
Annual
Citation Context
(4)
...Idri et al and Huang et al [
15
, 16] investigated the application of fuzzy logic to the EMs in the intermediate COCOMO I. Also, the fuzzification of the COCOMO I without considering the adjustment factor, then they introduced the fCOCOMO...
Iman Attarzadeh
,
et al.
Improving estimation accuracy of the COCOMO II using an adaptive fuzzy...
...A set of training data, a specific learning algorithm makes a set of rules that fit the data and fits previously unseen data in a rational manner (Srinivasan and Fisher, 19 95;
Idri et al ., 2006;
Liu and Yu, 2005)...
...FunctionPoints models.
Idri et al . (2006)
; Huang et al . (2006) investigated the application of fuzzy logic to the cost drivers of intermediate COCOMO model...
Iman Attarzadeh
,
et al.
A Novel Algorithmic Cost Estimation Model Based on Soft Computing Tech...
...Later, the use of fuzzy analogy for software cost estimation had also been applied to Web software [
20
]...
Moon Ting Su
,
et al.
ENHANCED SOFTWARE DEVELOPMENT EFFORT AND COST ESTIMATION USING FUZZY L...
... mapped and normalized to represent the standard system dictionary Measurement metasystem elements that have the role of documenting metasystem regarding each type of measurement, such as cost, effort, defects, and metrics, these information are used to compare an estimated values against the actual values and measures, as an example, to evaluate the accuracy of fuzzy analogy for software cost estimation on a web software dataset. [
20
]...
S. A. M Rizvi
.
A Metasystem Base Representation of the Standard System Data Dictionar...
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(
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ALI IDRI
,
ALAIN ABRAN
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Estimating Software Project Effort by Analogy Based on Linguistic Values
(
Citations: 20
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Ali Idri
,
Alain Abran
,
Taghi M. Khoshgoftaar
Conference:
IEEE International Software Metrics Symposium  METRICS
, 2002
Sort by:
Citations
(4)
Improving estimation accuracy of the COCOMO II using an adaptive fuzzy logic model
Iman Attarzadeh
,
Siew Hock Ow
Conference:
IEEE International Conference on Fuzzy Systems
, pp. 24582464, 2011
A Novel Algorithmic Cost Estimation Model Based on Soft Computing Technique
Iman Attarzadeh
,
Siew Hock Ow
Journal:
Journal of Computer Science
, 2010
ENHANCED SOFTWARE DEVELOPMENT EFFORT AND COST ESTIMATION USING FUZZY LOGIC MODEL
(
Citations: 2
)
Moon Ting Su
,
Teck Chaw Ling
,
Keat Keong Phang
,
Chee Sun Liew
,
Peck Yen Man
Published in 2007.
A Metasystem Base Representation of the Standard System Data Dictionary
S. A. M Rizvi