Software Engineering Economics
Software Engineering Economics
Learning from Examples: Generation and Evaluation of Decision Trees for Software Resource Analysis
IEEE Transactions on Software Engineering - Special Issue on Artificial Intelligence in Software Applications
Scale Economies in New Software Development
IEEE Transactions on Software Engineering
Software Size Estimation of Object-Oriented Systems
IEEE Transactions on Software Engineering
Recent advances in software measurement (abstract and references for talk)
ICSE '90 Proceedings of the 12th international conference on Software engineering
A model for measuring information system size
MIS Quarterly
Reuse and productivity in integrated computer-aided software engineering: an empirical study
MIS Quarterly - Special issue on the strategic use of information systems
IEEE Transactions on Software Engineering
Software Effort Models for Early Estimation of Process Control Applications
IEEE Transactions on Software Engineering
A methodology for software cost estimation
ACM SIGSOFT Software Engineering Notes
Software Development Productivity of European Space, Military, and Industrial Applications
IEEE Transactions on Software Engineering
Software testing: a machine learning experiment
CSC '95 Proceedings of the 1995 ACM 23rd annual conference on Computer science
Evaluating Alternative Software Production Functions
IEEE Transactions on Software Engineering
A Procedure for Analyzing Unbalanced Datasets
IEEE Transactions on Software Engineering
COBRA: a hybrid method for software cost estimation, benchmarking, and risk assessment
Proceedings of the 20th international conference on Software engineering
Explaining the cost of European space and military projects
Proceedings of the 21st international conference on Software engineering
COCOMO evaluation and tailoring
ICSE '85 Proceedings of the 8th international conference on Software engineering
Calculation and use of an environment's characteristic software metric set
ICSE '85 Proceedings of the 8th international conference on Software engineering
Software metrics for small database applications
SAC '00 Proceedings of the 2000 ACM symposium on Applied computing - Volume 2
Empirical Data Modeling in Software Engineering Using Radial Basis Functions
IEEE Transactions on Software Engineering
Software Cost Estimation with Incomplete Data
IEEE Transactions on Software Engineering
A General Model of Unit Testing Efficacy
Software Quality Control
IEEE Transactions on Software Engineering
A model for estimating program size and its evaluation
ICSE '82 Proceedings of the 6th international conference on Software engineering
Software engineering economics
Software pioneers
Software estimation using the SLIM tool
CASCON '92 Proceedings of the 1992 conference of the Centre for Advanced Studies on Collaborative research - Volume 1
An algorithm for sizing software products
ACM SIGMETRICS Performance Evaluation Review
Using industry based data sets in software engineering research
Proceedings of the 2006 international workshop on Summit on software engineering education
Estimating software maintenance effort: a neural network approach
ISEC '08 Proceedings of the 1st India software engineering conference
Information and Software Technology
Evaluation of preliminary data analysis framework in software cost estimation based on ISBSG R9 Data
Software Quality Control
Segmented software cost estimation models based on fuzzy clustering
Journal of Systems and Software
Improved estimation of software project effort using multiple additive regression trees
Expert Systems with Applications: An International Journal
Software maintenance productivity assessment using fuzzy logic
ACM SIGSOFT Software Engineering Notes
Software cost estimation using fuzzy logic
ACM SIGSOFT Software Engineering Notes
Applying support vector regression for web effort estimation using a cross-company dataset
ESEM '09 Proceedings of the 2009 3rd International Symposium on Empirical Software Engineering and Measurement
Using Support Vector Regression for Web Development Effort Estimation
IWSM '09 /Mensura '09 Proceedings of the International Conferences on Software Process and Product Measurement
Analysis of effort estimation based on software project models
ISCIT'09 Proceedings of the 9th international conference on Communications and information technologies
How effective is Tabu search to configure support vector regression for effort estimation?
Proceedings of the 6th International Conference on Predictive Models in Software Engineering
International Journal of Bio-Inspired Computation
A shift-invariant morphological system for software development cost estimation
Expert Systems with Applications: An International Journal
Investigating the use of Support Vector Regression for web effort estimation
Empirical Software Engineering
Proceedings of the 33rd International Conference on Software Engineering
Expert Systems with Applications: An International Journal
Systematic literature review of machine learning based software development effort estimation models
Information and Software Technology
Search-based approaches for software development effort estimation
Proceedings of the 12th International Conference on Product Focused Software Development and Process Improvement
Identifying factors affecting software development cost and productivity
Software Quality Control
Reusability metrics and effect of reusability on testing of object oriented systems
ACM SIGSOFT Software Engineering Notes
MND-SCEMP: an empirical study of a software cost estimation modeling process in the defense domain
Empirical Software Engineering
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One of the basic goals of software engineering is the establishment of useful models and equations to predict the cost of any given programming project. Many models have been proposed over the last several years, but, because of differences in the data collected, types of projects and environmental factors among software development sites, these models are not transportable and are only valid within the organization where they were developed. This result seems reasonable when one considers that a model developed at a certain environment will only be able to capture the impact of the factors which have a variable effect within that environment. Those factors which are constant at that environment, and therefore do not cause variations in the productivity among projects produced there, may have different or variable effects at another environment. This paper presents a model-generation process which permits the development of a resource estimation model for any particular organization. The model is based on data collected by that organization which captures its particular environmental factors and the differences among its particular projects. The process provides the capability of producing a model tailored to the organization which can be expected to be more effective than any model originally developed for another environment. It is demonstrated here using data collected from the Software Engineering Laboratory at the NASA/Goddard Space Flight Center.