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Probabilistic size proxy for software effort prediction: A framework

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What this work says

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

inferredcites →https://doi.org/10.1002/smr.231openalex-snapshot
Function‐point analysis using design specifications based on the Unified Modelling Language
inferredcites →https://doi.org/10.1007/978-3-322-99929-0_4openalex-snapshot
Mapping the OO-Jacobson Approach to Function Point Analysis
inferredcites →https://doi.org/10.1007/978-3-540-44405-3openalex-snapshot
Soft Computing in Software Engineering
inferredcites →https://doi.org/10.1007/978-3-540-44405-3_6openalex-snapshot
Soft Computing Based Effort Prediction Systems — A Survey
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/10.1016/0004-3702(96)00007-0openalex-snapshot
Artificial intelligence: A modern approach
inferredcites →https://doi.org/10.1016/0141-1195(83)90118-3openalex-snapshot
Software engineering: A practitioner's approach
inferredcites →https://doi.org/10.1016/0377-2217(87)90230-xopenalex-snapshot
Software engineering metrics and models
inferredcites →https://doi.org/10.1016/j.eswa.2007.08.001openalex-snapshot
An empirical validation of a neural network model for software effort estimation
inferredcites →https://doi.org/10.1016/j.infsof.2004.05.004openalex-snapshot
Adaptive fuzzy logic-based framework for software development effort prediction
inferredcites →https://doi.org/10.1016/j.infsof.2007.07.004openalex-snapshot
A new calibration for Function Point complexity weights
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.2009.08.001openalex-snapshot
Software development effort prediction: A study on the factors impacting the accuracy of fuzzy logic systems
inferredcites →https://doi.org/10.1016/j.jss.2005.04.040openalex-snapshot
An empirical study of process-related attributes in segmented software cost-estimation relationships
inferredcites →https://doi.org/10.1016/j.sysarc.2010.06.004openalex-snapshot
A study on the uncertainty inherent in class cohesion measurements
inferredcites →https://doi.org/10.1016/s0950-5849(00)00114-2openalex-snapshot
Neuro-genetic prediction of software development effort
inferredcites →https://doi.org/10.1016/s0950-5849(03)00093-4openalex-snapshot
Top-down and bottom-up expert estimation of software development effort
inferredcites →https://doi.org/10.1023/a:1018991717352openalex-snapshot
Software development cost estimation approaches — A survey
inferredcites →https://doi.org/10.1037/1082-989x.8.3.305openalex-snapshot
Sample Size for Multiple Regression: Obtaining Regression Coefficients That Are Accurate, Not Simply Significant.
inferredcites →https://doi.org/10.1080/00256307.1973.12022590openalex-snapshot
Prediction and Statistical Overkill Revisited
inferredcites →https://doi.org/10.1080/07421222.1991.11517933openalex-snapshot
An Empirical test of Object-Based Output Measurement Metrics in a Computer Aided Software Engineering (CASE) Environment
inferredcites →https://doi.org/10.1093/biomet/52.3-4.591openalex-snapshot
An Analysis of Variance Test for Normality (Complete Samples)
inferredcites →https://doi.org/10.1109/32.4618openalex-snapshot
Function point analysis: difficulties and improvements
inferredcites →https://doi.org/10.1109/32.637387openalex-snapshot
Estimating software project effort using analogies
inferredcites →https://doi.org/10.1109/32.917523openalex-snapshot
A vector-based approach to software size measurement and effort estimation
inferredcites →https://doi.org/10.1109/anziis.1994.396923openalex-snapshot
Assessing the fuzziness of general system characteristics in estimating software size
inferredcites →https://doi.org/10.1109/compsac.2006.77openalex-snapshot
Software Effort Estimation Based on Use Cases
inferredcites →https://doi.org/10.1109/fskd.2008.370openalex-snapshot
Software Development Effort Estimation Using Fuzzy Logic - A Survey
inferredcites →https://doi.org/10.1109/iccta.2007.89openalex-snapshot
Neural Network Based Effort Estimation Using Class Points for OO Systems
inferredcites →https://doi.org/10.1109/icse.2000.870428openalex-snapshot
A replicated assessment and comparison of common software cost modeling techniques
inferredcites →https://doi.org/10.1109/isiea.2009.5356306openalex-snapshot
A bayesian belief network cost estimation model that incorporates cultural and project leadership factors
inferredcites →https://doi.org/10.1109/ms.2005.73openalex-snapshot
Practical guidelines for expert-judgment-based software effort estimation
inferredcites →https://doi.org/10.1109/nafips.2004.1336241openalex-snapshot
Towards adaptive soft computing based software effort prediction
inferredcites →https://doi.org/10.1109/qsic.2007.4385518openalex-snapshot
Increasing Software Effort Estimation Accuracy Using Experience Data, Estimation Models and Checklists
inferredcites →https://doi.org/10.1109/qsic13436.2007openalex-snapshot
Seventh International Conference on Quality Software (QSIC 2007)
inferredcites →https://doi.org/10.1109/sbes.2010.22openalex-snapshot
Software Estimation Based on Use Case Size
inferredcites →https://doi.org/10.1109/seaa.2010.19openalex-snapshot
AI-Based Models for Software Effort Estimation
inferredcites →https://doi.org/10.1109/tools.1997.654721openalex-snapshot
Mapping the OO-Jacobson approach into function point analysis
inferredcites →https://doi.org/10.1109/tse.1978.231521openalex-snapshot
A General Empirical Solution to the Macro Software Sizing and Estimating Problem
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.2005.5openalex-snapshot
Class point: an approach for the size estimation of object-oriented systems
inferredcites →https://doi.org/10.1109/tse.2005.75openalex-snapshot
A probabilistic model for predicting software development effort
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/wosq.2009.5071557openalex-snapshot
An investigation of using Neuro-Fuzzy with software size estimation
inferredcites →https://doi.org/10.1145/1022494.1022514openalex-snapshot
Software size prediction before coding
inferredcites →https://doi.org/10.1145/1159733.1159745openalex-snapshot
A framework for the analysis of software cost estimation accuracy
inferredcites →https://doi.org/10.1145/1159733.1159746openalex-snapshot
A comparative study of attribute weighting heuristics for effort estimation by analogy
inferredcites →https://doi.org/10.1145/336512openalex-snapshot
Proceedings of the Conference on The Future of Software Engineering
inferredcites →https://doi.org/10.1145/336512.336588openalex-snapshot
Software metrics
inferredcites →https://doi.org/10.1145/337180.337223openalex-snapshot
A replicated assessment and comparison of common software cost modeling techniques
inferredcites →https://doi.org/10.1145/381790.565681openalex-snapshot
Metrics and Models in Software Quality Engineering
inferredcites →https://doi.org/10.1145/971617.971635openalex-snapshot
Beware of counting LOC
inferredcites →https://doi.org/10.1177/0049124185013004004openalex-snapshot
Regression Diagnostics
inferredcites →https://doi.org/10.21236/ada258304openalex-snapshot
Software Size Measurement: A Framework for Counting Source Statements
inferredcites →https://doi.org/10.5860/choice.29-3347openalex-snapshot
The art of computer systems performance analysis: techniques for experimental design, measurement, simulation, and modeling
inferredcites →https://doi.org/10.5860/choice.33-1577openalex-snapshot
Artificial intelligence: a modern approach

What points at this work

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

inferred← citeshttps://doi.org/10.1016/j.asoc.2014.10.033openalex-snapshot
Predictive accuracy comparison between neural networks and statistical regression for development effort of software projects
inferred← citeshttps://doi.org/10.1016/j.infsof.2014.06.015openalex-snapshot
Investigating software testing and maintenance reports: Case study
inferred← citeshttps://doi.org/10.1016/j.infsof.2015.07.004openalex-snapshot
An empirical analysis of data preprocessing for machine learning-based software cost estimation
inferred← citeshttps://doi.org/10.1016/j.infsof.2017.07.015openalex-snapshot
Software effort estimation based on open source projects: Case study of Github
inferred← citeshttps://doi.org/10.1016/j.jksuci.2024.102189openalex-snapshot
Framework to improve software effort estimation accuracy using novel ensemble rule
inferred← citeshttps://doi.org/10.1016/j.jss.2014.12.002openalex-snapshot
Neural networks for predicting the duration of new software projects
inferred← citeshttps://doi.org/10.1109/access.2023.3256533openalex-snapshot
Heterogeneous Ensemble Model to Optimize Software Effort Estimation Accuracy
inferred← citeshttps://doi.org/10.1109/icgsew.2013.9openalex-snapshot
Advancement of Decision-Making in Agile Projects by Applying Logistic Regression on Estimates
inferred← citeshttps://doi.org/10.1109/iwsm.mensura.2014.24openalex-snapshot
Software Product Size Measurement Methods: A Systematic Mapping Study
inferred← citeshttps://doi.org/10.1142/s0218194018500079openalex-snapshot
Size and Effort Estimation Based on Problem Domain Measures for Object-Oriented Software
inferred← citeshttps://doi.org/10.1145/2590651.2590658openalex-snapshot
GAIA estimation
inferred← citeshttps://doi.org/10.14257/ijmue.2015.10.4.15openalex-snapshot
Algorithmic Based and Non-Algorithmic Based Approaches to Estimate the Software Effort
inferred← citeshttps://doi.org/10.14257/ijmue.2015.10.9.01openalex-snapshot
Comparison of Machine Learning Algorithms for Software Project Time Prediction
inferred← citeshttps://doi.org/10.1504/ijdats.2016.075971openalex-snapshot
Software fault prediction using Mamdani type fuzzy inference system
inferred← citeshttps://doi.org/10.17762/turcomat.v12i6.4822openalex-snapshot
Risk Analysis in Software Cost Estimation: A Simulation-Based Approach
inferred← citeshttps://doi.org/10.18293/seke2019-141openalex-snapshot
An Effort Estimation Support Tool for Agile Software Development: An Empirical Evaluation
inferred← citeshttps://doi.org/10.21917/ijsc.2015.0149openalex-snapshot
SOFTWARE EFFORT ESTIMATION FRAMEWORK TO IMPROVE ORGANIZATION PRODUCTIVITY USING EMOTION RECOGNITION OF SOFTWARE ENGINEERS IN SPONTANEOUS SPEECH
inferred← citeshttps://doi.org/10.9790/0661-162122940openalex-snapshot
Organizational Strategies and Social Interaction Influence in Software Development Effort Estimation
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