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Improved Analogy-based Effort Estimation with Incomplete Mixed Data
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
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Accuracy Comparison of Analogy-Based Software Development Effort Estimation Techniques
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Evaluating Pred(p) and standardized accuracy criteria in software development effort estimation
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Software Cost Estimation Models Using Radial Basis Function Neural Networks
inferredcites →https://doi.org/10.1007/978-3-642-48354-7_5openalex-snapshot
Software Engineering Economics
inferredcites →https://doi.org/10.1007/s00500-017-2945-4openalex-snapshot
On the value of parameter tuning in heterogeneous ensembles effort estimation
inferredcites →https://doi.org/10.1007/s10654-016-0149-3openalex-snapshot
Statistical tests, P values, confidence intervals, and power: a guide to misinterpretations
inferredcites →https://doi.org/10.1007/s10664-006-7552-4openalex-snapshot
A flexible method for software effort estimation by analogy
inferredcites →https://doi.org/10.1016/j.asoc.2016.05.008openalex-snapshot
A hybrid model for estimating software project effort from Use Case Points
inferredcites →https://doi.org/10.1016/j.asoc.2016.08.012openalex-snapshot
Improved estimation of software development effort using Classical and Fuzzy Analogy ensembles
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.2011.12.008openalex-snapshot
Evaluating prediction systems in software project estimation
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.infsof.2017.06.002openalex-snapshot
Research patterns and trends in software effort estimation
inferredcites →https://doi.org/10.1016/j.jss.2008.05.008openalex-snapshot
Can k-NN imputation improve the performance of C4.5 with small software project data sets? A comparative evaluation
inferredcites →https://doi.org/10.1016/j.jss.2013.02.053openalex-snapshot
Software effort models should be assessed via leave-one-out validation
inferredcites →https://doi.org/10.1016/j.jss.2015.01.028openalex-snapshot
An empirical evaluation of ensemble adjustment methods for analogy-based effort estimation
inferredcites →https://doi.org/10.1016/j.jss.2016.04.058openalex-snapshot
Missing data techniques in analogy-based software development effort estimation
inferredcites →https://doi.org/10.1016/j.neucom.2005.12.119openalex-snapshot
Estimation of software project effort with support vector regression
inferredcites →https://doi.org/10.1016/j.rse.2009.03.014openalex-snapshot
Classification accuracy comparison: Hypothesis tests and the use of confidence intervals in evaluations of difference, equivalence and non-inferiority
inferredcites →https://doi.org/10.1023/a:1009897800559openalex-snapshot
A Simulation Tool for Efficient Analogy Based Cost Estimation
inferredcites →https://doi.org/10.1023/a:1023062629183openalex-snapshot
A Comparative Study of Cost Estimation Models for Web Hypermedia Applications
inferredcites →https://doi.org/10.1023/b:stco.0000035301.49549.88openalex-snapshot
A tutorial on support vector regression
inferredcites →https://doi.org/10.1037/0003-066x.60.2.170openalex-snapshot
Inference by Eye: Confidence Intervals and How to Read Pictures of Data.
inferredcites →https://doi.org/10.1037/11626-000openalex-snapshot
Quantitative methods in psychology.
inferredcites →https://doi.org/10.1109/32.637387openalex-snapshot
Estimating software project effort using analogies
inferredcites →https://doi.org/10.1109/72.788640openalex-snapshot
An overview of statistical learning theory
inferredcites →https://doi.org/10.1109/72.870050openalex-snapshot
Improvements to the SMO algorithm for SVM regression
inferredcites →https://doi.org/10.1109/apsec.2014.46openalex-snapshot
Improving Fuzzy Analogy Based Software Development Effort Estimation
inferredcites →https://doi.org/10.1109/cit.2017.29openalex-snapshot
Fuzzy Analogy Based Effort Estimation: An Empirical Comparative Study
inferredcites →https://doi.org/10.1109/cvpr.1997.609310openalex-snapshot
Training support vector machines: an application to face detection
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/iwsm.mensura.2014.31openalex-snapshot
An Analogy-Based Approach to Estimation of Software Development Effort Using Categorical Data
inferredcites →https://doi.org/10.1109/nafips.2001.944298openalex-snapshot
Evaluating software project similarity by using linguistic quantifier guided aggregations
inferredcites →https://doi.org/10.1109/snpd.2015.7176280openalex-snapshot
Systematic mapping study of missing values techniques in software engineering data
inferredcites →https://doi.org/10.1109/ssci.2016.7849922openalex-snapshot
Evaluating Fuzzy Analogy on incomplete software projects data
inferredcites →https://doi.org/10.1109/wcica.2006.1712877openalex-snapshot
Parameters selection for SVR based on PSO
inferredcites →https://doi.org/10.1111/j.1467-985x.2008.00561_12.xopenalex-snapshot
Missing Data in Clinical Studies
inferredcites →https://doi.org/10.1136/bjo.74.2.128-aopenalex-snapshot
Statistics with Confidence: Confidence Intervals and Statistical Guidelines
inferredcites →https://doi.org/10.1142/s1469026814500138openalex-snapshot
SOFTWARE DEVELOPMENT EFFORT ESTIMATION USING CLASSICAL AND FUZZY ANALOGY: A CROSS-VALIDATION COMPARATIVE STUDY
inferredcites →https://doi.org/10.1145/302405.302647openalex-snapshot
An assessment and comparison of common software cost estimation modeling techniques
inferredcites →https://doi.org/10.1162/089976601300014493openalex-snapshot
Improvements to Platt's SMO Algorithm for SVM Classifier Design
inferredcites →https://doi.org/10.1177/0049124189018002004openalex-snapshot
The Analysis of Social Science Data with Missing Values
inferredcites →https://doi.org/10.1201/9781439821862openalex-snapshot
Analysis of Incomplete Multivariate Data
inferredcites →https://doi.org/10.1214/aoms/1177704172openalex-snapshot
Estimates of Location Based on Rank Tests
inferredcites →https://doi.org/10.2307/1268531openalex-snapshot
Nonparametrics: Statistical Methods Based on Ranks
inferredcites →https://doi.org/10.2307/1533221openalex-snapshot
Statistical Analysis with Missing Data
inferredcites →https://doi.org/10.2307/2286308openalex-snapshot
Nonparametrics: Statistical Methods Based on Ranks.
inferredcites →https://doi.org/10.2307/2289883openalex-snapshot
Statistical Analysis With Missing Data
inferredcites →https://doi.org/10.2307/2982808openalex-snapshot
Statistics with Confidence: Confidence Intervals and Statistical Guidelines.
inferredcites →https://doi.org/10.31390/gradschool_dissertations.3781openalex-snapshot
An empirical study of imputation techniques for software data sets
inferredcites →https://doi.org/10.48550/arxiv.1703.04567openalex-snapshot
Learning best K analogies from data distribution for case-based software effort estimation
inferredcites →https://doi.org/10.5430/ijba.v2n2p48openalex-snapshot
A Hybrid Particle Swarm Optimization and Support Vector Regression Model for Financial Time Series Forecasting
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
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.2529openalex-snapshot
Optimized fuzzy clustering‐based k‐nearest neighbors imputation for mixed missing data in software development effort estimation
inferred← citeshttps://doi.org/10.1002/smr.2745openalex-snapshot
Advancing Software Project Effort Estimation: Leveraging a NIVIM for Enhanced Preprocessing
inferred← citeshttps://doi.org/10.1007/978-3-030-33582-3_107openalex-snapshot
Missing Data Imputation Techniques for Software Effort Estimation: A Study of Recent Issues and Challenges
inferred← citeshttps://doi.org/10.1007/978-3-030-58811-3_5openalex-snapshot
Comparing Statistical and Machine Learning Imputation Techniques in Breast Cancer Classification
inferred← citeshttps://doi.org/10.1007/978-3-031-97119-8_32openalex-snapshot
Exploring Imputation Techniques on Single and Ensemble Medical Classification
inferred← citeshttps://doi.org/10.1007/s10586-024-04876-8openalex-snapshot
Exploring stacking methods for software effort estimation with hyperparameter tuning
inferred← citeshttps://doi.org/10.1007/s10664-022-10260-0openalex-snapshot
Evaluating ensemble imputation in software effort estimation
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.infsof.2022.107088openalex-snapshot
An optimized case-based software project effort estimation using genetic algorithm
inferred← citeshttps://doi.org/10.1109/conisoft52520.2021.00019openalex-snapshot
Regression in Estimation of Software Attributes: A Systematic Literature Review
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/10.14569/ijacsa.2021.0120874openalex-snapshot
Fuzzy C-mean Missing Data Imputation for Analogy-based Effort Estimation
inferred← citeshttps://doi.org/10.62762/tis.2024.751418openalex-snapshot
Improving Effort Estimation Accuracy in Software Development Projects Using Multiple Imputation Techniques for Missing Data Handling
inferred← citeshttps://doi.org/10.7717/peerj-cs.2794openalex-snapshot
Enhancing analogy-based software cost estimation using Grey Wolf Optimization algorithm
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