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Analogy-based software development effort estimation: A systematic mapping and review

https://doi.org/10.1016/j.infsof.2014.07.013

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What this work says

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

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Regression Toward the Mean?

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Cochrane Handbook for Systematic Reviews of Interventions

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An Empirical Analysis of Linear Adaptation Techniques for Case-Based Prediction

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Measurement and Effort Prediction for Web Applications

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Cost estimation of software projects through case base reasoning

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Software Project Similarity Measurement Based on Fuzzy C-Means

inferredcites →https://doi.org/10.1007/978-3-642-23863-5_32openalex-snapshot

Adjusted Case-Based Software Effort Estimation Using Bees Optimization Algorithm

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Global Optimization of Analogy-Based Software Cost Estimation with Genetic Algorithms

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/s10664-007-9054-4openalex-snapshot

Analysis of attribute weighting heuristics for analogy-based software effort estimation method AQUA+

inferredcites →https://doi.org/10.1007/s10664-008-9104-6openalex-snapshot

A study of the non-linear adjustment for analogy based software cost estimation

inferredcites →https://doi.org/10.1007/s10664-009-9113-0openalex-snapshot

Fuzzy grey relational analysis for software effort estimation

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/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.2009.01.079openalex-snapshot

Feature weighting heuristics for analogy-based effort estimation models

inferredcites →https://doi.org/10.1016/j.ijforecast.2007.05.008openalex-snapshot

Forecasting of software development work effort: Evidence on expert judgement and formal models

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.2011.02.007openalex-snapshot

Usability evaluation methods for the web: A systematic mapping study

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.jss.2006.06.006openalex-snapshot

The adjusted analogy-based software effort estimation based on similarity distances

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/10.1016/j.jss.2010.09.028openalex-snapshot

Analogy-based software effort estimation using Fuzzy numbers

inferredcites →https://doi.org/10.1016/s0164-1212(02)00067-5openalex-snapshot

Combining techniques to optimize effort predictions in software project management

inferredcites →https://doi.org/10.1016/s0164-1212(03)00066-9openalex-snapshot

Software effort estimation by analogy and “regression toward the mean”

inferredcites →https://doi.org/10.1016/s0378-7206(02)00099-xopenalex-snapshot

Estimating the development cost of custom software

inferredcites →https://doi.org/10.1016/s0950-5849(01)00183-5openalex-snapshot

Managing uncertainty in project portfolio cost estimation

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/10.1023/a:1023062629183openalex-snapshot

A Comparative Study of Cost Estimation Models for Web Hypermedia Applications

inferredcites →https://doi.org/10.1037/023434openalex-snapshot

Summing Up: The Science of Reviewing Research.

inferredcites →https://doi.org/10.1109/32.553638openalex-snapshot

Function points analysis: an empirical study of its measurement processes

inferredcites →https://doi.org/10.1109/32.637387openalex-snapshot

Estimating software project effort using analogies

inferredcites →https://doi.org/10.1109/32.799947openalex-snapshot

A controlled experiment to assess the benefits of estimating with analogy and regression models

inferredcites →https://doi.org/10.1109/32.965341openalex-snapshot

Comparing software prediction techniques using simulation

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.2008.43openalex-snapshot

Theoretical Maximum Prediction Accuracy for Analogy-Based Software Cost Estimation

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/aspec.2007.42openalex-snapshot

Optimising Project Feature Weights for Analogy-Based Software Cost Estimation using the Mantel Correlation

inferredcites →https://doi.org/10.1109/aswec.2008.4483211openalex-snapshot

Experiments with Analogy-X for Software Cost Estimation

inferredcites →https://doi.org/10.1109/cit.2011.48openalex-snapshot

Model Tree Based Adaption Strategy for Software Effort Estimation by Analogy

inferredcites →https://doi.org/10.1109/compsac.2010.56openalex-snapshot

Filtering of Inconsistent Software Project Data for Analogy-Based Effort Estimation

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.2007.31openalex-snapshot

Is This Cost Estimate Reliable? -- The Relationship between Homogeneity of Analogues and Estimation Reliability

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/esem.2007.61openalex-snapshot

A Controlled Experiment on the Effects of Synchronicity in Remote Inspection Meetings

inferredcites →https://doi.org/10.1109/esem.2011.34openalex-snapshot

How to Find Relevant Data for Effort Estimation?

inferredcites →https://doi.org/10.1109/icmit.2008.4654377openalex-snapshot

A Study of Analogy Based Sampling for interval based cost estimation for software project management

inferredcites →https://doi.org/10.1109/icse.1996.493413openalex-snapshot

Effort estimation using analogy

inferredcites →https://doi.org/10.1109/ictta.2008.4530015openalex-snapshot

Functional Equivalence between Radial Basis Function Neural Networks and Fuzzy Analogy in Software Cost Estimation

inferredcites →https://doi.org/10.1109/isese.2002.1166928openalex-snapshot

Further investigation into the use of CBR and stepwise regression to predict development effort for Web hypermedia applications

inferredcites →https://doi.org/10.1109/isese.2003.1237969openalex-snapshot

A replicated assessment of the use of adaptation rules to improve Web cost estimation

inferredcites →https://doi.org/10.1109/isese.2004.1334902openalex-snapshot

Increasing the accuracy and reliability of analogy-based cost estimation with extensive project feature dimension weighting

inferredcites →https://doi.org/10.1109/isese.2004.22openalex-snapshot

Increasing the accuracy and reliability of analogy-based cost estimation with extensive project feature dimension weighting

inferredcites →https://doi.org/10.1109/isese.2005.1541858openalex-snapshot

The consistency of empirical comparisons of regression and analogy-based software project cost prediction

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/nafips.2001.944298openalex-snapshot

Evaluating software project similarity by using linguistic quantifier guided aggregations

inferredcites →https://doi.org/10.1109/promise.2007.5openalex-snapshot

Decision Support Analysis for Software Effort Estimation by Analogy

inferredcites →https://doi.org/10.1109/tse.1983.235271openalex-snapshot

Software Function, Source Lines of Code, and Development Effort Prediction: A Software Science Validation

inferredcites →https://doi.org/10.1109/tse.2003.1245300openalex-snapshot

A simulation study of the model evaluation criterion mmre

inferredcites →https://doi.org/10.1109/tse.2006.1599418openalex-snapshot

Optimal project feature weights in analogy-based cost estimation: improvement and limitations

inferredcites →https://doi.org/10.1109/tse.2007.256943openalex-snapshot

A Systematic Review of Software Development Cost Estimation Studies

inferredcites →https://doi.org/10.1109/tse.2007.3openalex-snapshot

A systematic review of software development cost estimation studies

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/10.1109/tse.2011.27openalex-snapshot

Exploiting the Essential Assumptions of Analogy-Based Effort Estimation

inferredcites →https://doi.org/10.1145/1370788.1370805openalex-snapshot

Improving analogy software effort estimation using fuzzy feature subset selection algorithm

inferredcites →https://doi.org/10.1145/1414004.1414017openalex-snapshot

Combining regression and estimation by analogy in a semi-parametric model for software cost estimation

inferredcites →https://doi.org/10.1145/1414004.1414057openalex-snapshot

Empirical evaluation of analogy-x for software cost estimation

inferredcites →https://doi.org/10.1145/1414004.1414064openalex-snapshot

An over-sampling method for analogy-based software effort estimation

inferredcites →https://doi.org/10.1145/1540438.1540450openalex-snapshot

Software effort estimation based on weighted fuzzy grey relational analysis

inferredcites →https://doi.org/10.1145/2020390.2020407openalex-snapshot

An empirical evaluation of outlier deletion methods for analogy-based cost estimation

inferredcites →https://doi.org/10.1145/22899.22906openalex-snapshot

An empirical validation of software cost estimation models

inferredcites →https://doi.org/10.1145/302405.302647openalex-snapshot

An assessment and comparison of common software cost estimation modeling techniques

inferredcites →https://doi.org/10.1145/336296.336390openalex-snapshot

Towards the prediction of development effort for web applications

inferredcites →https://doi.org/10.1145/337180.337223openalex-snapshot

A replicated assessment and comparison of common software cost modeling techniques

inferredcites →https://doi.org/10.1145/504216.504278openalex-snapshot

Towards the prediction of development effort for hypermedia applications

inferredcites →https://doi.org/10.14236/ewic/ease2006.10openalex-snapshot

A Systematic Review of Cross- vs. Within-Company Cost Estimation Studies

inferredcites →https://doi.org/10.14236/ewic/ease2010.3openalex-snapshot

Investigating effort prediction of web-based applications using CBR on the ISBSG dataset

inferredcites →https://doi.org/10.14236/ewic/ease2010.4openalex-snapshot

The value of mapping studies – A participant-observer case study

inferredcites →https://doi.org/10.2307/1164691openalex-snapshot

Summing up: The Science of Reviewing Research

inferredcites →https://doi.org/10.2307/249573openalex-snapshot

Examining the Feasibility of a Case-Based Reasoning Model for Software Effort Estimation1

inferredcites →https://doi.org/10.3844/jcssp.2006.276.282openalex-snapshot

Software Cost Estimation Model Based on Integration of Multi-agent and Case-Based Reasoning

inferredcites →https://doi.org/10.48550/arxiv.1012.5755openalex-snapshot

DD-EbA: An algorithm for determining the number of neighbors in cost estimation by analogy using distance distributions

inferredcites →https://doi.org/10.5555/227726.227758openalex-snapshot

Effort estimation using analogy

What points at this work

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

inferred← citeshttps://doi.org/10.2139/ssrn.4588263openalex-extracted

Temporal Analysis of Software Development Process Using Fuzzy Logic

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/int.21748openalex-snapshot

Accuracy Comparison of Analogy-Based Software Development Effort Estimation Techniques

inferred← citeshttps://doi.org/10.1002/smr.1765openalex-snapshot

A differential evolution-based model to estimate the software services development effort

inferred← citeshttps://doi.org/10.1002/smr.1925openalex-snapshot

Evaluating Pred(p) and standardized accuracy criteria in software development effort estimation

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.2258openalex-snapshot

Data‐driven benchmarking in software development effort estimation: The few define the bulk

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/smr.2365openalex-snapshot

Effort prediction for the software project construction phase

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.2569openalex-snapshot

CoBRA without experts: New paradigm for software development effort estimation using COCOMO metrics

inferred← citeshttps://doi.org/10.1002/smr.2756openalex-snapshot

Neural Networks‐Based Software Development Effort Estimation: A Systematic Literature Review

inferred← citeshttps://doi.org/10.1002/spe.3009openalex-snapshot

Software effort estimation accuracy prediction of machine learning techniques: A systematic performance evaluation

inferred← citeshttps://doi.org/10.1007/978-3-030-00211-4_29openalex-snapshot

Stepwise Regression Clustering Method in Function Points Estimation

inferred← citeshttps://doi.org/10.1007/978-3-030-19807-7_44openalex-snapshot

Analysis of the Software Project Estimation Process: A Case Study

inferred← citeshttps://doi.org/10.1007/978-3-030-64694-3_14openalex-snapshot

Investigating the Impact of Functional Size Measurement on Predicting Software Enhancement Effort Using Correlation-Based Feature Selection Algorithm and SVR Method

inferred← citeshttps://doi.org/10.1007/978-3-031-10873-0_1openalex-snapshot

Introduction to the Continuous Delivery Theme

inferred← citeshttps://doi.org/10.1007/978-3-031-10873-0_10openalex-snapshot

Chapter 7 MESRAM – A Method for Assessing Robustness of Measurement Programs in Large Software Development Organizations and Its Industrial Evaluation

inferred← citeshttps://doi.org/10.1007/978-3-031-10873-0_11openalex-snapshot

Chapter 8 Recognizing Lines of Code Violating Company-Specific Coding Guidelines Using Machine Learning

inferred← citeshttps://doi.org/10.1007/978-3-031-10873-0_12openalex-snapshot

Chapter 9 SimSAX: A Measure of Project Similarity Based on Symbolic Approximation Method and Software Defect Inflow

inferred← citeshttps://doi.org/10.1007/978-3-031-10873-0_13openalex-snapshot

Introduction to the Customer Data and Ecosystem-Driven Development Theme

inferred← citeshttps://doi.org/10.1007/978-3-031-10873-0_14openalex-snapshot

Chapter 10 Requirements Engineering Challenges and Practices in Large-Scale Agile System Development

inferred← citeshttps://doi.org/10.1007/978-3-031-10873-0_15openalex-snapshot

Chapter 11 Experimentation for Business-to-Business Mission-Critical Systems: A Case Study

inferred← citeshttps://doi.org/10.1007/978-3-031-10873-0_16openalex-snapshot

Chapter 12 The Evolution of Continuous Experimentation in Software Product Development: From Data to a Data-Driven Organization at Scale

inferred← citeshttps://doi.org/10.1007/978-3-031-10873-0_17openalex-snapshot

Introduction to the AI Engineering Theme

inferred← citeshttps://doi.org/10.1007/978-3-031-10873-0_18openalex-snapshot

Chapter 13 Engineering AI Systems

inferred← citeshttps://doi.org/10.1007/978-3-031-10873-0_2openalex-snapshot

Chapter 1 Climbing the Stairway to Heaven

inferred← citeshttps://doi.org/10.1007/978-3-031-10873-0_3openalex-snapshot

Chapter 2 Modeling Continuous Integration Practice Differences in Industry Software Development

inferred← citeshttps://doi.org/10.1007/978-3-031-10873-0_4openalex-snapshot

Chapter 3 Efficient and Effective Exploratory Testing of Large-Scale Software Systems

inferred← citeshttps://doi.org/10.1007/978-3-031-10873-0_5openalex-snapshot

Introduction to the Continuous Architecture Theme

inferred← citeshttps://doi.org/10.1007/978-3-031-10873-0_6openalex-snapshot

Chapter 4 Technical Debt Tracking: Current State of Practice: A Survey and Multiple Case Study in 15 Large Organizations

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Chapter 5 Expectations and Challenges from Scaling Agile in Mechatronics-Driven Companies – A Comparative Case Study

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Chapter 6 Lightweight Consistency Checking for Agile Model-Based Development in Practice

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Introduction to the Metrics Theme

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Development of a Cost Estimation Model in a Furniture Manufacturer

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Data Quality Improvement for More Accurate Regression Test Effort Estimation

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Effort Estimate Correction Based on Cross-Team Implementation Data

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Dealing with Missing Values in Software Project Datasets: A Systematic Mapping Study

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Estimation of Costs and Time for the Development of Distributed Software

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A Novel Approach to Estimating Databases Maximum Updating Time

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Accuracy Comparison of Empirical Studies on Software Product Maintainability Prediction

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Software Cost Estimation for Python Projects Using Genetic Algorithm

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Case-based reasoning with optimized weight derived by particle swarm optimization for software effort estimation

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Large language models for agile effort estimation: a post-mortem study incorporating developer experience and optimism

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Software effort estimation modeling and fully connected artificial neural network optimization using soft computing techniques

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Ensembling Harmony Search Algorithm with case-based reasoning for software development effort estimation

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Ontology inference for data quality improvement: a support vector regression-based test effort estimation model

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Evaluating ensemble imputation in software effort estimation

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A Systematic Mapping Study of Data Preparation in Heart Disease Knowledge Discovery

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Machine learning techniques for software testing effort prediction

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Axolotl inspired metaheuristic for software implementation effort prediction

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Re-estimating software effort using prior phase efforts and data mining techniques

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Support vector regression for enhancement effort prediction of Scrum projects from COSMIC functional size

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Machine Learning Techniques for Software Maintainability Prediction: Accuracy Analysis

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Workflow Development Effort Estimation as Applied to Web Human Resource Management

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Software effort estimation based on the optimal Bayesian belief network

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Improved estimation of software development effort using Classical and Fuzzy Analogy ensembles

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Uncertainty management in software effort estimation using a consistent fuzzy analogy-based method

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The contribution that empirical studies performed in industry make to the findings of systematic reviews: A tertiary study

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Reporting systematic reviews: Some lessons from a tertiary study

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Evaluating subset selection methods for use case points estimation

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Multi-objective regression test selection in practice: An empirical study in the defense software industry

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Identifying, categorizing and mitigating threats to validity in software engineering secondary studies

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Simsax: A measure of project similarity based on symbolic approximation method and software defect inflow

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A random forest model for early-stage software effort estimation for the SEERA dataset

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Assessing the impact of tuning parameter in instance selection based bug resolution classification

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Consumer resistance and inertia of retail investors: Development of the resistance adoption inertia continuance (RAIC) framework

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Missing data techniques in analogy-based software development effort estimation

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Systematic literature review of ensemble effort estimation

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Analysis and selection of a regression model for the Use Case Points method using a stepwise approach

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Early software defect prediction: A systematic map and review

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Transformed k-nearest neighborhood output distance minimization for predicting the defect density of software projects

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Similarity-based analyses on software applications: A systematic literature review

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Generative adversarial networks-based software development effort estimation for small datasets

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Predicting software effort from use case points: A systematic review

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Locally weighted regression with different kernel smoothers for software effort estimation

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DABE: Differential evolution in analogy-based software development effort estimation

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Trends in Software Engineering

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A hybrid model for prediction of software effort based on team size

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Valuation of software cost and time estimation methods: Asystematic review of the literature

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Sleep tracking: an integrative review, conceptual framework and future research agendas

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GVSEE: a new global model to estimate software services development effort

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Classification techniques in breast cancer diagnosis: A systematic literature review

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Comparative analysis of Machine learning and Deep learning algorithms for Software Effort Estimation

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Categorical Variable Segmentation Model for Software Development Effort Estimation

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Software Cost and Effort Estimation: Current Approaches and Future Trends

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Evaluating Kernel Functions in Software Effort Estimation: A Comparative Study of Moving Window and Spectral Clustering Models Across Diverse Datasets

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Gradient Boosting Optimized Through Differential Evolution for Predicting the Testing Effort of Software Projects

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Enhancing Software Effort Estimation in the Analogy-Based Approach Through the Combination of Regression Methods

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Efficient Software Development Effort Estimation Approaches for Improving Scalability in the Training Phase

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A Review of Software Cost Estimation in Agile Software Development Using Soft Computing Techniques

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Fuzzy Analogy Based Effort Estimation: An Empirical Comparative Study

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Software Development Effort Estimation Techniques Using Long Short Term Memory

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Predicting Software Effort Estimation Using Machine Learning Techniques

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Research Trends in Software Development Effort Estimation

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Software effort estimation Based on long short term memory and stacked long short term memory

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Threshold Based Neighborhood Selection for Case-Based Reasoning in Software Effort Estimation

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Prediction of Software Effort in the Early Stage of Software Development: A Hybrid Model

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Measuring the Effect on Prediction Accuracy When Data Transformation is Overlooked by Predicting the Development Effort of Software Projects

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A Hybrid Nonlinear Manifold Detection Approach for Software Defect Prediction

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A CAD System for Software Effort Estimation

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More Accurate Cost Estimation for Internet of Things Projects by Adaptation of Use Case Points Methodology

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Extending use-case point-based software effort estimation for Open Source freelance software development

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Systematic Mapping Study of Dealing with Error in Software Development Effort Estimation

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Analogy Software Effort Estimation Using Ensemble KNN Imputation

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Monitoring Wind Turbine using Internet of Things: A Systematic Mapping Study

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Systematic mapping study of missing values techniques in software engineering data

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RBFN Networks-Based Models for Estimating Software Development Effort: A Cross-Validation Study

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RBFN Networks-based Models for Estimating Software Development Effort: A Cross-validation Study

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Improving effort estimation of Fuzzy Analogy using feature subset selection

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Consolidating evidence based studies in software cost/effort estimation — A tertiary study

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Multi-Objective Software Effort Estimation: A Replication Study

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“Estimating Software Project Effort Using Analogies”: Reflections After 28 Years

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Diffuse Reflectance Spectroscopy for Soil Testing Under Different Soil Nutrient Management in Cocoa Production Systems

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Software effort estimation using classical analogy ensembles based on random subspace

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Empirical evaluation of fuzzy analogy for software development effort estimation

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Investigating heterogeneous ensembles with filter feature selection for software effort estimation

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Synthesizing qualitative research in software engineering

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Extending Function Point Analysis Effort Estimation Method for Software Development Phase

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Survey of Software Development Effort Estimation Techniques

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An Empirical Study with Function Point Analysis for Software Development Phase Method

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A Review of Meta-ethnographies in Software Engineering

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Estimating Change Effort Using a Combination of Change Impact Analysis Technique with Function Point Analysis

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Heterogeneous ensemble imputation for software development effort estimation

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A Systematic Literature Review on Reasons and Approaches for Accurate Effort Estimations in Agile

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Feature importance for software development effort estimation using multi level ensemble approaches

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AALT: um framework com soluções práticas para melhorar a acessibilidade em aplicativos Android

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How Social Media Influencers Impact Consumer Behaviour? Systematic Literature Review

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Systematic mapping study of data mining–based empirical studies in cardiology

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Exploring the Role of Machine Learning in Enhancing Access Control Systems: A Comprehensive Review

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Fuzzy C-mean Missing Data Imputation for Analogy-based Effort Estimation

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Weight Optimization Based on Firefly Algorithm for Analogy-based Effort Estimation

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Improved Analogy-based Effort Estimation with Incomplete Mixed Data

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Handling of Categorical Data in Software Development Effort Estimation: A Systematic Mapping Study

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Predictive analytics approaches for software effort estimation: A review

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Redundancy Weighting for Software Effort Estimation with Case Based Reasoning

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Enhancing Software Engineering Curricula By Incorporating Open, Data-Driven Planning Methods

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Adopting the Appropriate Performance Measures for Soft Computing-based Estimation by Analogy

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Enhancing Analogy-based Software Cost Estimation using Gray Wolf Optimization Algorithm

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Software Measurements Using Machine Learning Techniques - A Review

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Systematic Review of Machine Learning-Based Open-Source Software Maintenance Effort Estimation

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How Self-tracking and the Quantified Self Promote Health and Well-being: Systematic Review

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A Dataset-Independent Model for Estimating Software Development Effort Using Soft Computing Techniques

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Analogy-based model for software project effort estimation

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Missing Data Imputation using K-Nearest Neighbour for Software Project Effort Prediction

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Optimizing Software Effort Estimation Models Based On Metaheuristic Methods: A Proposed Framework

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Pengukuran Perangkat Lunak Untuk Effort Estimation Dengan Teknik Pembelajaran Mesin

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Social Media in Operations and Supply Chain Management: A Systematic Literature Review to Explore the Future

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Open Hybrid Model: A New Ensemble Model for Software Development Cost Estimation

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RETRACTED: Data pre-processing for cardiovascular disease classification: A systematic literature review

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KOMBINASI MEDIAN WEIGHTED INFORMATION GAIN DENGAN K-NEAREST NEIGHBOR PADA DATASET LABEL MONTHS SOFTWARE EFFORT ESTIMATION

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Software Development Effort Estimation Techniques: A Survey

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Anchor-Based Method for Inter-Domain Mobility Management in Software-Defined Networking

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Preliminary Estimation for Software Development Projects Empowered with a Method of Recommending Optimal Duration and Team Composition

inferred← citeshttps://doi.org/10.3390/electronics10050592openalex-snapshot

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Estimating Software Development Efforts Using a Random Forest-Based Stacked Ensemble Approach

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Wind Farm Power Prediction Considering Layout and Wake Effect: Case Study of Saudi Arabia

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Measurement of the Functional Size of Web Analytics Implementation: A COSMIC-Based Case Study Using Machine Learning

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Software Estimation in the Design Stage with Statistical Models and Machine Learning: An Empirical Study

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Particle Swarm Optimization for Predicting the Development Effort of Software Projects

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The State of Research in Green Marketing: A Bibliometric Review from 2005 to 2022

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Artificial Intelligence in Green Marketing: A Systematic Literature Review

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Spectral Clustering Effect in Software Development Effort Estimation

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KOMPARASI METODE KOMBINASI SELEKSI FITUR DAN MACHINE LEARNING K-NEAREST NEIGHBOR PADA DATASET LABEL HOURS SOFTWARE EFFORT ESTIMATION

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What Support do Systematic Reviews Provide for Evidence-informed Teaching about Software Engineering Practice?

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A Quality Assessment Instrument for Systematic Literature Reviews in Software Engineering

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Using Standard Deviation with Analogy-Based Estimation for Improved Software Effort Prediction

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Use of Qualitative Research to Generate a Function for Finding the Unit Cost of Software Test Cases

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Use of Qualitative Research to Generate a Function for Finding the Unit Cost of Software Test Cases

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Predicting Software Effort from Use Case Points: A Systematic Review

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A NOVEL EFFORT ESTIMATION MODEL FOR SOFTWARE REQUIREMENT CHANGES DURING SOFTWARE DEVELOPMENT PHASE

inferred← citeshttps://doi.org/10.5121/ijsea.2019.10302openalex-snapshot

SOFTWARE REQUIREMENT CHANGE EFFORT ESTIMATION MODEL PROTOTYPE TOOL FOR SOFTWARE DEVELOPMENT PHASE

inferred← citeshttps://doi.org/10.5220/0005371501970206openalex-snapshot

Software Cost Estimation for Global Software Development - A Systematic Map and Review Study

inferred← citeshttps://doi.org/10.5539/cis.v11n4p45openalex-snapshot

Software Effort Estimation Risk Management over Projects Portfolio

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Enhancing analogy-based software cost estimation using Grey Wolf Optimization algorithm

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