An empirical validation of software cost estimation models
Communications of the ACM
Elementary statistics for IBM PCs
Elementary statistics for IBM PCs
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
Software engineering risk analysis and management
Software engineering risk analysis and management
Evaluating techniques for generating metric-based classification trees
Journal of Systems and Software - An Oregon workshop on software metrics
Software Engineering Economics
Software Engineering Economics
Machine Learning
Experiments with computer software complexity and reliability
ICSE '82 Proceedings of the 6th international conference on Software engineering
IEEE Transactions on Software Engineering - Special issue on software reliability
Machine Learning Approaches to Estimating Software Development Effort
IEEE Transactions on Software Engineering
Modeling and managing risk early in software development
ICSE '93 Proceedings of the 15th international conference on Software Engineering
Experiences with criticality predictions in software development
ESEC '97/FSE-5 Proceedings of the 6th European SOFTWARE ENGINEERING conference held jointly with the 5th ACM SIGSOFT international symposium on Foundations of software engineering
Estimating Software Project Effort Using Analogies
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
An investigation on the use of machine learned models for estimating correction costs
Proceedings of the 20th international conference on Software engineering
An assessment and comparison of common software cost estimation modeling techniques
Proceedings of the 21st international conference on Software engineering
Bayesian Analysis of Empirical Software Engineering Cost Models
IEEE Transactions on Software Engineering
A replicated assessment and comparison of common software cost modeling techniques
Proceedings of the 22nd international conference on Software engineering
Validation of an Approach for Improving Existing Measurement Frameworks
IEEE Transactions on Software Engineering
Lazy Learning of Bayesian Rules
Machine Learning
Software Cost Estimation with Incomplete Data
IEEE Transactions on Software Engineering
Deriving models of software fault-proneness
SEKE '02 Proceedings of the 14th international conference on Software engineering and knowledge engineering
Effort estimation for corrective software maintenance
SEKE '02 Proceedings of the 14th international conference on Software engineering and knowledge engineering
An empirical evaluation of fault-proneness models
Proceedings of the 24th International Conference on Software Engineering
Software development cost estimation approaches – A survey
Annals of Software Engineering
A Rule-Based Approach to Developing Software Development Prediction Models
Automated Software Engineering
A Comparative Study of Ordering and Classification of Fault-ProneSoftware Modules
Empirical Software Engineering
Controlling Overfitting in Classification-Tree Models ofSoftware Quality
Empirical Software Engineering
Empirical Software Engineering
The SQUID approach to defining a quality model
Software Quality Control
Experience With the Accuracy of Software Maintenance Task Effort Prediction Models
IEEE Transactions on Software Engineering
An Operational Process for Goal-Driven Definition of Measures
IEEE Transactions on Software Engineering
Predicting project delivery rates using the Naive-Bayes classifier
Journal of Software Maintenance: Research and Practice
Rough Neural Network for Software Change Prediction
TSCTC '02 Proceedings of the Third International Conference on Rough Sets and Current Trends in Computing
On the use of machine-assisted knowledge discovery to analyze and reengineer measurement frameworks
CASCON '95 Proceedings of the 1995 conference of the Centre for Advanced Studies on Collaborative research
Evaluation and Application of Complexity-Based Criticality Models
METRICS '96 Proceedings of the 3rd International Symposium on Software Metrics: From Measurement to Empirical Results
An Information Coding Based Data Complexity Model
METRICS '96 Proceedings of the 3rd International Symposium on Software Metrics: From Measurement to Empirical Results
Rough Set Based Data Analysis in Goal Oriented Software Measurement
METRICS '96 Proceedings of the 3rd International Symposium on Software Metrics: From Measurement to Empirical Results
Assessing Massive Maintenance Processes: An Empirical Study
ICSM '01 Proceedings of the IEEE International Conference on Software Maintenance (ICSM'01)
Detection of software modules with high debug code churn in a very large legacy system
ISSRE '96 Proceedings of the The Seventh International Symposium on Software Reliability Engineering
Classification Tree Models of Software Quality Over Multiple Releases
ISSRE '99 Proceedings of the 10th International Symposium on Software Reliability Engineering
Modeling Fault-Prone Modules of Subsystems
ISSRE '00 Proceedings of the 11th International Symposium on Software Reliability Engineering
Journal of Systems and Software
A Simulation Study of the Model Evaluation Criterion MMRE
IEEE Transactions on Software Engineering
Software effort estimation by analogy and "regression toward the mean"
Journal of Systems and Software - Special issue: Best papers on Software Engineering from the SEKE'01 Conference
An approach to improving existing measurement frameworks
IBM Systems Journal
Preliminary Data Analysis Methods in Software Estimation
Software Quality Control
Reliability and Validity in Comparative Studies of Software Prediction Models
IEEE Transactions on Software Engineering
Optimal Project Feature Weights in Analogy-Based Cost Estimation: Improvement and Limitations
IEEE Transactions on Software Engineering
Using industry based data sets in software engineering research
Proceedings of the 2006 international workshop on Summit on software engineering education
An empirical study of using rule induction and rough sets to software cost estimation
Fundamenta Informaticae - Special issue on theory and applications of soft computing (TASC04)
Software cost estimation using economic production models
Journal of Management Information Systems
Balancing Agility and Formalism in Software Engineering
Journal of Systems and Software
ONTOCOM Revisited: Towards Accurate Cost Predictions for Ontology Development Projects
ESWC 2009 Heraklion Proceedings of the 6th European Semantic Web Conference on The Semantic Web: Research and Applications
Software Cost Estimation using Fuzzy Decision Trees
ASE '08 Proceedings of the 2008 23rd IEEE/ACM International Conference on Automated Software Engineering
Fault-prone module prediction of a web application using artificial neural networks
SEA '07 Proceedings of the 11th IASTED International Conference on Software Engineering and Applications
Some architectural features of ada systems affecting defects
Ada-Europe'03 Proceedings of the 8th Ada-Europe international conference on Reliable software technologies
EQ-mine: predicting short-term defects for software evolution
FASE'07 Proceedings of the 10th international conference on Fundamental approaches to software engineering
Probabilistic and analytical estimation of software development team size
International Journal of Hybrid Intelligent Systems
Ensemble missing data techniques for software effort prediction
Intelligent Data Analysis
A novel composite model approach to improve software quality prediction
Information and Software Technology
An integrated approach to detect fault-prone modules using complexity and text feature metrics
AST/UCMA/ISA/ACN'10 Proceedings of the 2010 international conference on Advances in computer science and information technology
Predicting software project effort: A grey relational analysis based method
Expert Systems with Applications: An International Journal
A comparative study for estimating software development effort intervals
Software Quality Control
Systematic literature review of machine learning based software development effort estimation models
Information and Software Technology
Combining classifiers in software quality prediction: a neural network approach
ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part III
ONTOCOM: A reliable cost estimation method for ontology development projects
Web Semantics: Science, Services and Agents on the World Wide Web
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In order to plan, control, and evaluate the software development process, one needs to collect and analyze data in a meaningful way. Classical techniques for such analysis are not always well suited to software engineering data. A pattern recognition approach for analyzing software engineering data, called optimized set reduction (OSR), that addresses many of the problems associated with the usual approaches is described. Methods are discussed for using the technique for prediction, risk management, and quality evaluation. Experimental results are provided to demonstrate the effectiveness of the technique for the particular application of software cost estimation.