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Accuracy Comparison of Analogy-Based Software Development Effort Estimation Techniques

https://doi.org/10.1002/int.21748
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-3-540-79588-9_12openalex-snapshot
Software Project Similarity Measurement Based on Fuzzy C-Means
inferredcites →https://doi.org/10.1007/978-3-642-48354-7_5openalex-snapshot
Software Engineering Economics
inferredcites →https://doi.org/10.1007/s10664-006-7552-4openalex-snapshot
A flexible method for software effort estimation by analogy
inferredcites →https://doi.org/10.1007/s10664-010-9128-6openalex-snapshot
LSEbA: least squares regression and estimation by analogy in a semi-parametric model for software cost estimation
inferredcites →https://doi.org/10.1007/s10664-011-9176-6openalex-snapshot
A replicated assessment and comparison of adaptation techniques for analogy-based effort estimation
inferredcites →https://doi.org/10.1016/b978-008055232-3.64067-xopenalex-snapshot
Strabismus
inferredcites →https://doi.org/10.1016/j.ejor.2007.07.002openalex-snapshot
Integration of the grey relational analysis with genetic algorithm for software effort estimation
inferredcites →https://doi.org/10.1016/j.eswa.2008.07.062openalex-snapshot
A study of mutual information based feature selection for case based reasoning in software cost estimation
inferredcites →https://doi.org/10.1016/j.eswa.2009.02.013openalex-snapshot
Improved estimation of software project effort using multiple additive regression trees
inferredcites →https://doi.org/10.1016/j.infsof.2005.12.020openalex-snapshot
Optimization of analogy weights by genetic algorithm for software effort estimation
inferredcites →https://doi.org/10.1016/j.infsof.2007.04.001openalex-snapshot
Improving analogy-based software cost estimation by a resampling method
inferredcites →https://doi.org/10.1016/j.infsof.2008.09.004openalex-snapshot
Handling imprecision and uncertainty in software development effort prediction: A type-2 fuzzy logic based framework
inferredcites →https://doi.org/10.1016/j.infsof.2011.09.002openalex-snapshot
Systematic literature review of machine learning based software development effort estimation models
inferredcites →https://doi.org/10.1016/j.infsof.2014.07.013openalex-snapshot
Analogy-based software development effort estimation: A systematic mapping and review
inferredcites →https://doi.org/10.1016/j.jss.2007.12.793openalex-snapshot
Software development cost estimation using wavelet neural networks
inferredcites →https://doi.org/10.1016/j.jss.2008.06.001openalex-snapshot
A study of project selection and feature weighting for analogy based software cost estimation
inferredcites →https://doi.org/10.1023/a:1009769707641openalex-snapshot
Extensions to the k-Means Algorithm for Clustering Large Data Sets with Categorical Values
inferredcites →https://doi.org/10.1023/a:1009872202035openalex-snapshot
An Empirical Study of Analogy-based Software Effort Estimation
inferredcites →https://doi.org/10.1023/a:1009897800559openalex-snapshot
A Simulation Tool for Efficient Analogy Based Cost Estimation
inferredcites →https://doi.org/10.1109/32.637387openalex-snapshot
Estimating software project effort using analogies
inferredcites →https://doi.org/10.1109/apsec.2007.73openalex-snapshot
Optimising Project Feature Weights for Analogy-Based Software Cost Estimation using the Mantel Correlation
inferredcites →https://doi.org/10.1109/apsec.2009.40openalex-snapshot
Improve Analogy-Based Software Effort Estimation Using Principal Components Analysis and Correlation Weighting
inferredcites →https://doi.org/10.1109/apsec.2014.46openalex-snapshot
Improving Fuzzy Analogy Based Software Development Effort Estimation
inferredcites →https://doi.org/10.1109/aspec.2007.42openalex-snapshot
Optimising Project Feature Weights for Analogy-Based Software Cost Estimation using the Mantel Correlation
inferredcites →https://doi.org/10.1109/cise.2009.5364736openalex-snapshot
The Improvement and Application of the Fuzzy K-Prototypes Algorithm
inferredcites →https://doi.org/10.1109/esem.2007.10openalex-snapshot
Impact Analysis of Missing Values on the Prediction Accuracy of Analogy-based Software Effort Estimation Method AQUA
inferredcites →https://doi.org/10.1109/esem.2007.59openalex-snapshot
Applying Systematic Reviews to Diverse Study Types: An Experience Report
inferredcites →https://doi.org/10.1109/icocs.2014.7060958openalex-snapshot
A learning adaptation cases technique for Fuzzy Analogy-based software development effort estimation
inferredcites →https://doi.org/10.1109/icwe.2008.16openalex-snapshot
The Use of Bayesian Networks for Web Effort Estimation: Further Investigation
inferredcites →https://doi.org/10.1109/metric.2001.915518openalex-snapshot
A fuzzy logic based set of measures for software project similarity: validation and possible improvements
inferredcites →https://doi.org/10.1109/metric.2002.1011322openalex-snapshot
Estimating software project effort by analogy based on linguistic values
inferredcites →https://doi.org/10.1109/tse.2008.34openalex-snapshot
Analogy-X: Providing Statistical Inference to Analogy-Based Software Cost Estimation
inferredcites →https://doi.org/10.1126/science.103.2684.677openalex-snapshot
On the Theory of Scales of Measurement
inferredcites →https://doi.org/10.1145/1370788.1370805openalex-snapshot
Improving analogy software effort estimation using fuzzy feature subset selection algorithm
inferredcites →https://doi.org/10.1145/1540438.1540450openalex-snapshot
Software effort estimation based on weighted fuzzy grey relational analysis
inferredcites →https://doi.org/10.1145/511446.511482openalex-snapshot
A comparison of case-based reasoning approaches
inferredcites →https://doi.org/10.1515/9783110807301openalex-snapshot
A Framework of Software Measurement
inferredcites →https://doi.org/10.5281/zenodo.1081859openalex-snapshot
Fuzzy Clustering Of Categorical Attributes And Its Use In Analyzing Cultural Data

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1002/cpe.6358openalex-snapshot
Polynomial analogy‐based software development effort estimation using combined particle swarm optimization and simulated annealing
inferred← citeshttps://doi.org/10.1002/smr.2114openalex-snapshot
Support vector regression‐based imputation in analogy‐based software development effort estimation
inferred← citeshttps://doi.org/10.1002/smr.2117openalex-snapshot
Evaluating filter fuzzy analogy homogenous ensembles for software development effort estimation
inferred← citeshttps://doi.org/10.1002/smr.2149openalex-snapshot
Empirical evaluation of an entropy‐based approach to estimation variation of software development effort
inferred← citeshttps://doi.org/10.1002/smr.2180openalex-snapshot
Analysis of cluster center initialization of 2FA‐kprototypes analogy‐based software effort estimation
inferred← citeshttps://doi.org/10.1002/smr.2260openalex-snapshot
Fuzzy case‐based‐reasoning‐based imputation for incomplete data in software engineering repositories
inferred← citeshttps://doi.org/10.1002/smr.2324openalex-snapshot
Estimating software development effort using fuzzy clustering‐based analogy
inferred← citeshttps://doi.org/10.1002/smr.2343openalex-snapshot
On the value of filter feature selection techniques in homogeneous ensembles effort estimation
inferred← citeshttps://doi.org/10.1002/spe.3040openalex-snapshot
An evolutionary ensemble analogy‐based software effort estimation
inferred← citeshttps://doi.org/10.1007/978-3-031-64608-9_19openalex-snapshot
Diverse Bagging Effort Estimation Model for Software Development Project
inferred← citeshttps://doi.org/10.1007/s00500-017-2945-4openalex-snapshot
On the value of parameter tuning in heterogeneous ensembles effort estimation
inferred← citeshttps://doi.org/10.1007/s12553-020-00453-2openalex-snapshot
Assessing the impact of parameters tuning in ensemble based breast Cancer classification
inferred← citeshttps://doi.org/10.1007/s41060-025-00867-zopenalex-snapshot
Enhancing medical classification with fuzzy logic-based missing data imputation technique
inferred← citeshttps://doi.org/10.1016/j.asoc.2016.08.012openalex-snapshot
Improved estimation of software development effort using Classical and Fuzzy Analogy ensembles
inferred← citeshttps://doi.org/10.1016/j.infsof.2017.06.002openalex-snapshot
Research patterns and trends in software effort estimation
inferred← citeshttps://doi.org/10.1016/j.jss.2016.04.058openalex-snapshot
Missing data techniques in analogy-based software development effort estimation
inferred← citeshttps://doi.org/10.1016/j.sciaf.2023.e01838openalex-snapshot
Performance of heterogenous neuro-fuzzy ensembles over medical datasets
inferred← citeshttps://doi.org/10.1109/access.2020.2980236openalex-snapshot
Ensembling Artificial Bee Colony With Analogy-Based Estimation to Improve Software Development Effort Prediction
inferred← citeshttps://doi.org/10.1109/confluence.2017.7943130openalex-snapshot
Software effort estimation using machine learning techniques
inferred← citeshttps://doi.org/10.1109/ic3ecsbhi63591.2025.10991190openalex-snapshot
Evaluation of Software Development Effort Estimation via Computational Intelligence
inferred← citeshttps://doi.org/10.1109/icccnt56998.2023.10307915openalex-snapshot
Improving Analogy-Based Software Cost Estimation Based on Nature-Inspired Algorithms for Feature Weighting: An Empirical Study
inferred← citeshttps://doi.org/10.1109/icit59216.2023.10335868openalex-snapshot
A Comparative Analysis of Popular Software Effort Estimation Techniques
inferred← citeshttps://doi.org/10.1109/icngcis.2017.33openalex-snapshot
Systematic Literature Review on Software Effort Estimation Using Machine Learning Approaches
inferred← citeshttps://doi.org/10.1109/iraset68627.2026.11538604openalex-snapshot
On the Use of CTGAN Data Augmentation for Enhancing MLP-based Software Development Effort Estimation using small datasets
inferred← citeshttps://doi.org/10.1109/seaa.2019.00044openalex-snapshot
Analogy Software Effort Estimation Using Ensemble KNN Imputation
inferred← citeshttps://doi.org/10.1145/3475960.3475984openalex-snapshot
Heterogeneous ensemble imputation for software development effort estimation
inferred← citeshttps://doi.org/10.14569/ijacsa.2019.0100230openalex-snapshot
MINN: A Missing Data Imputation Technique for Analogy-based Effort Estimation
inferred← citeshttps://doi.org/10.15439/2018f95openalex-snapshot
Improved Analogy-based Effort Estimation with Incomplete Mixed Data
inferred← citeshttps://doi.org/10.15439/2019f222openalex-snapshot
Handling of Categorical Data in Software Development Effort Estimation: A Systematic Mapping Study
inferred← citeshttps://doi.org/10.2507/29th.daaam.proceedings.011openalex-snapshot
VAF Factor Influence on the Accuracy of the Effort Estimation Provided by Modified Function Points Methods
inferred← citeshttps://doi.org/10.3837/tiis.2023.05.003openalex-snapshot
Using Standard Deviation with Analogy-Based Estimation for Improved Software Effort Prediction
inferred← citeshttps://doi.org/10.4236/jsea.2019.126014openalex-snapshot
A Survey on Software Cost Estimation Techniques
inferred← citeshttps://doi.org/10.5539/cis.v11n4p45openalex-snapshot
Software Effort Estimation Risk Management over Projects Portfolio
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