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Resource Estimation in Software Engineering

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What this work says

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

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Robust Regression and Outlier Detection
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Finding Groups in Data
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Problem structuring aids for quantitative estimation
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A case study of expert judgment: Economists' probabilities versus base‐rate model forecasts
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The TAME Project: Towards Improvement-Oriented Software Environments
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Cost estimation of software projects through case base reasoning
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Software Engineering Economics
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Induction of Decision Trees
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Function point sizing: Structure, validity and applicability
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Cost models for future software life cycle processes: COCOMO 2.0
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The work breakdown structure in software project management
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Software cost modeling: Some lessons learned
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Software project development cost estimation
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Evaluating techniques for generating metric-based classification trees
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Dimensionality reduction in software development effort estimation
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Causes of inaccurate software development cost estimates
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Robust regression for developing software estimation models
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Software engineering metrics and models
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Empirical investigation of systems development practices and results
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Calibrating a software cost estimation model: why and how
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Are software cost-estimation models accurate?
inferredcites →https://doi.org/10.1016/0950-5849(92)90068-zopenalex-snapshot
Software cost estimation
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Expert judgement as an estimating method
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Software development cost models
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Knowledge-based systems
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Software Cost Estimation: A Review of Models, Process, and Practice
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A comparison of software effort estimation techniques: Using function points with neural networks, case-based reasoning and regression models
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Effort estimation and prediction of object-oriented systems
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Software Metrics Data Analysis—Exploring the Relative Performance of Some Commonly Used Modeling Techniques
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An Empirical Study of Analogy-based Software Effort Estimation
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Evaluating software development effort model-building techniques for application in a real-time telecommunications environment
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Calibrating estimation tools for software development
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Comparative review of functional complexity assessment methods for effort estimation
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Function point analysis: evaluation of a software cost estimation model
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Information Systems Software Cost Estimating: A Current Assessment
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Robust Regression and Outlier Detection
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An Empirical test of Object-Based Output Measurement Metrics in a Computer Aided Software Engineering (CASE) Environment
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A Software Sizing Model
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Software effort models for early estimation of process control applications
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A pattern recognition approach for software engineering data analysis
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Developing interpretable models with optimized set reduction for identifying high-risk software components
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Software development cost estimation using function points
inferredcites →https://doi.org/10.1109/32.345828openalex-snapshot
Machine learning approaches to estimating software development effort
inferredcites →https://doi.org/10.1109/32.403791openalex-snapshot
Experience with the accuracy of software maintenance task effort prediction models
inferredcites →https://doi.org/10.1109/32.44364openalex-snapshot
Function points in the estimation and evaluation of the software process
inferredcites →https://doi.org/10.1109/32.544349openalex-snapshot
Software development productivity of European space, military, and industrial applications
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Estimating software project effort using analogies
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A causal model for software cost estimating error
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A procedure for analyzing unbalanced datasets
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A controlled experiment to assess the benefits of estimating with analogy and regression models
inferredcites →https://doi.org/10.1109/32.799958openalex-snapshot
Bayesian analysis of empirical software engineering cost models
inferredcites →https://doi.org/10.1109/32.87283openalex-snapshot
Why is software late? An empirical study of reasons for delay in software development
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Benchmarking software development productivity
inferredcites →https://doi.org/10.1109/icse.1991.130653openalex-snapshot
Cost estimation of software intensive projects: a survey of current practices
inferredcites →https://doi.org/10.1109/icse.1996.493413openalex-snapshot
Effort estimation using analogy
inferredcites →https://doi.org/10.1109/icse.1998.671386openalex-snapshot
An experimental study of individual subjective effort estimations and combinations of the estimates
inferredcites →https://doi.org/10.1109/icse.1998.671392openalex-snapshot
COBRA: a hybrid method for software cost estimation, benchmarking, and risk assessment
inferredcites →https://doi.org/10.1109/issre.1992.285903openalex-snapshot
Providing an empirical basis for optimizing the verification and testing phases of software development
inferredcites →https://doi.org/10.1109/metric.1993.263805openalex-snapshot
Inter-item correlations among function points
inferredcites →https://doi.org/10.1109/metric.1998.731247openalex-snapshot
Human performance estimating with analogy and regression models: an empirical validation
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An investigation of analysis techniques for software datasets
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Benchmarking COTS projects using data envelopment analysis
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The Journal of Systems and Software
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AI tools for software development effort estimation
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The Cost of Developing Large-Scale Software
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A General Empirical Solution to the Macro Software Sizing and Estimating Problem
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Software Function, Source Lines of Code, and Development Effort Prediction: A Software Science Validation
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Scale Economies in New Software Development
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USING CLASSIFICATION TREES FOR SOFTWARE QUALITY MODELS: LESSONS LEARNED
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Nine management guidelines for better cost estimating
inferredcites →https://doi.org/10.1145/22899.22906openalex-snapshot
An empirical validation of software cost estimation models
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Explaining the cost of European space and military projects
inferredcites →https://doi.org/10.1145/302405.302647openalex-snapshot
An assessment and comparison of common software cost estimation modeling techniques
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A replicated assessment and comparison of common software cost modeling techniques
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The Mythical Man-Month
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Software engineering economics
inferredcites →https://doi.org/10.1147/rd.23.0232openalex-snapshot
Curve Fitting for a Model of Applied Research and Development Scheduling
inferredcites →https://doi.org/10.1147/sj.161.0054openalex-snapshot
A method of programming measurement and estimation
inferredcites →https://doi.org/10.1214/ss/1177010638openalex-snapshot
Neural Networks: A Review from a Statistical Perspective
inferredcites →https://doi.org/10.1287/isre.2.4.243openalex-snapshot
Software-Effort Estimation: An Exploratory Study of Expert Performance
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A Model to Evaluate Variables Impacting the Productivity of Software Maintenance Projects
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A Psychological Approach to Decision Support Systems
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MANAGEMENT HANDBOOK FOR THE ESTIMATION OF COMPUTER PROGRAMMING COSTS
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Examining the Feasibility of a Case-Based Reasoning Model for Software Effort Estimation1
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Classification and Regression Trees.
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Multiple Regression in Practice
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Summated Rating Scale Construction
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Understanding Regression Analysis
inferredcites →https://doi.org/10.5555/227726.227758openalex-snapshot
Effort estimation using analogy
inferredcites →https://doi.org/10.5555/256664.256780openalex-snapshot
Cost estimation of software intensive projects: a survey of current practices
inferredcites →https://doi.org/10.5555/257572.257677openalex-snapshot
Inter-item correlations among function points
inferredcites →https://doi.org/10.5555/302163.302196openalex-snapshot
An experimental study of individual subjective effort estimations and combinations of the estimates
inferredcites →https://doi.org/10.5555/302163.302202openalex-snapshot
COBRA: a hybrid method for software cost estimation, benchmarking, and risk assessment
inferredcites →https://doi.org/10.5555/319568.319657openalex-snapshot
COCOMO evaluation and tailoring
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A meta-model for software development resource expenditures
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Finding groups in data: an introduction to cluster analysis
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Software project dynamics: an integrated approach

What points at this work

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

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Balancing Time‐to‐Market and Quality in Embedded Systems
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A Review of Estimation in Software Engineering
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Toward Accurate Software Effort Prediction Using Multiple Classifier Systems
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Systematic literature review of machine learning based software development effort estimation models
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Software Cost Estimation for Mobile Application Development - A Comparative Study of COCOMO Models
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Estimating Software Effort Based on Use Case Point Model Using Sugeno Fuzzy Inference System
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Further investigation into the use of CBR and stepwise regression to predict development effort for Web hypermedia applications
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A replicated assessment of the use of adaptation rules to improve Web cost estimation
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Lightweight Replanning of Software Product Releases
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Early Web size measures and effort prediction for Web costimation
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Building UML class diagram maintainability prediction models based on early metrics
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Resource estimation for Web applications
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Evaluating Software Project Prediction Systems
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A Replication of the Use of Regression towards the Mean (R2M) as an Adjustment to Effort Estimation Models
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Using Grey Relational Analysis to Predict Software Effort with Small Data Sets
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An Empirical Analysis of Software Productivity over Time
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A Set of Metrics for the Effort Estimation of Mobile Apps
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EDATA: Energy Debugging And Testing for Android
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Lessons Learned and Results from Applying Data-Driven Cost Estimation to Industrial Data Sets
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Vectorisation of Program Codes for Machine Learning Based Resource Estimation
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Resource estimation for executing program codes using machine learning
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Estimating Web Application Development Effort Using Web-COBRA and COSMIC: An Empirical Study
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CQML Scheme: A Classification Scheme for Comprehensive Quality Model Landscapes
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A Lean Approach to Estimate the Functional Size of Operating Applications
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Approximate COSMIC Size to Early Estimate Web Application Development Effort
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Estimating the Effort to Develop Screen Mockups
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On the Use of Requirements Measures to Predict Software Project and Product Measures in the Context of Android Mobile Apps: A Preliminary Study
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Robust comparison of similarity measures in analogy based software effort estimation
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Analogies and Differences between Machine Learning and Expert Based Software Project Effort Estimation
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Genetic Programming for Effort Estimation: An Analysis of the Impact of Different Fitness Functions
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Improving effort estimation of Fuzzy Analogy using feature subset selection
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A simulation study of the model evaluation criterion mmre
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Reliability and validity in comparative studies of software prediction models
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A systematic review of software development cost estimation studies
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A Deep Learning Model for Estimating Story Points
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Learning From Mistakes: Machine Learning Enhanced Human Expert Effort Estimates
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Estimating the size of web applications by using a simplied function point method
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Estimation of project costs based on fuzzy neural network
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Trade-off Analysis for Requirements Selection
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A HYBRID SOFTWARE COST ESTIMATION APPROACH UTILIZING DECISION TREES AND FUZZY LOGIC
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Towards Improvement of Analogy-Based Software Development Effort Estimation: A Review
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An Effort Estimation Taxonomy for Agile Software Development
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Sensitivity analysis of fuzzy and neural network models
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Evaluation of various training algorithms in a neural network model for software engineering applications
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An expert committee model to estimate lines of code
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Development of a hybrid cost estimation model in an iterative manner
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A framework for the analysis of software cost estimation accuracy
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Comparative studies of the model evaluation criterions mmre and pred in software cost estimation research
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Reducing biases in individual software effort estimations
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A survey on software cost estimation in the chinese software industry
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Conceptual data model-based software size estimation for information systems
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An analysis of trends in productivity and cost drivers over years
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Search-based approaches for software development effort estimation
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Single and Multi Objective Genetic Programming for software development effort estimation
inferred← citeshttps://doi.org/10.1145/2884781.2884830openalex-snapshot
Multi-objective software effort estimation
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Effort-oriented methods and tools for software development and maintenance for mobile apps
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Linear Programming as a Baseline for Software Effort Estimation
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OSS Effort Estimation Using Software Features Similarity and Developer Activity-Based Metrics
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Do adaptation rules improve web cost estimation?
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Abrupt Software Cost Estimation Technique Based on Basic Requirement
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Software Cost Estimation Method and Application
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I'll Txt U if I Have a Problem: How the Société Canadienne du Cancer in Quebec Applied Behavior-Change Theory, Data Mining and Agile Software Development to Help Young Adults Quit Smoking
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Investigating effort prediction of web-based applications using CBR on the ISBSG dataset
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Systematic Review Study of Decision Trees based Software Development Effort Estimation
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A Modified Scrum Story Points Estimation Method Based on Fuzzy Logic Approach
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LSA-X: Exploiting Productivity Factors in Linear Size Adaptation for Analogy-Based Software Effort Estimation
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Supporting Mobile Development Project-Based learning by Software Project and Product Measures
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Clustering and Artificial Neural Network Ensembles Based Effort Estimation
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The trend of software cost estimation in Ethiopia Case study : Addis Ababa
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Efficient effort estimation of web based projects using neuro-web
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Estimate the Memory Bounds Required by Shared Variables in Software Transactional Memory Programs
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Guia de apoio de análise de ponto de função: uma proposta para interpretação de processo elementar
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Software Cost Modelling and Estimation Using Artificial Neural Networks Enhanced by Input Sensitivity Analysis
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Estimate Programmatic Effort using the Traditional COCOMO Model and Neural Networks
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A Study on the Derivation and Sensitivity Analysis of the Adjustment Factor in the Software Cost Estimation Guidelines
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A HYBRID INTELLIGENT MODEL FOR SOFTWARE COST ESTIMATION
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Data Mining Integration with PostgreSQL Extension by K-Means, ID3 and 1R Method
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