Software engineering metrics and models
Software engineering metrics and models
Evaluating Software Complexity Measures
IEEE Transactions on Software Engineering
Validating Halstead's Theory for Pascal Programs
IEEE Transactions on Software Engineering
Deriving structurally based software measures
Journal of Systems and Software - An Oregon workshop on software metrics
Software measurement: a conceptual framework
Journal of Systems and Software - An Oregon workshop on software metrics
A philosophy for software measurement
Journal of Systems and Software - An Oregon workshop on software metrics
Criteria for software modularization
ICSE '85 Proceedings of the 8th international conference on Software engineering
Five principles for the formal validation of models of software metrics
ACM SIGPLAN Notices
Quantitative assessment of the software maintenance process and requirements volatility
CSC '93 Proceedings of the 1993 ACM conference on Computer science
Software Reliability Model with Optimal Selection of Failure Data
IEEE Transactions on Software Engineering - Special issue on software reliability
PROMIS: a software metrics tool generator
ACM SIGPLAN Notices
VHDL quality: synthesizability, complexity and efficiency evaluation
EURO-DAC '95/EURO-VHDL '95 Proceedings of the conference on European design automation
Software complexity—an alternative view
ACM SIGPLAN Notices
A Validation of Object-Oriented Design Metrics as Quality Indicators
IEEE Transactions on Software Engineering
A tool for the collection of industrial software metrics data
ACM SIGSOFT Software Engineering Notes
Experience Using Web-Based Shotgun Measures for Large-System Characterization and Improvement
IEEE Transactions on Software Engineering
An Evaluation of the MOOD Set of Object-Oriented Software Metrics
IEEE Transactions on Software Engineering
Validation of an Approach for Improving Existing Measurement Frameworks
IEEE Transactions on Software Engineering
Proceedings of the 2002 ACM symposium on Applied computing
Computational intelligence as an emerging paradigm of software engineering
SEKE '02 Proceedings of the 14th international conference on Software engineering and knowledge engineering
Software quality control and prediction model for maintenance
Annals of Software Engineering
The Practical Use of Empirical Studies for MaintenanceProcess Improvement
Empirical Software Engineering
Nasa Shuttle Software Maintenance Evolution
Empirical Software Engineering
An Investigation into the Applicability and Validity ofObject-Oriented Design Metrics
Empirical Software Engineering
Classification of Fault-Prone Software Modules: Prior Probabilities,Costs, and Model Evaluation
Empirical 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 Assessment of a Software Metric: The Information Content of Operators
Software Quality Control
Software Measurement: A Necessary Scientific Basis
IEEE Transactions on Software Engineering
Towards a Framework for Software Measurement Validation
IEEE Transactions on Software Engineering
An Operational Process for Goal-Driven Definition of Measures
IEEE Transactions on Software Engineering
A Controlled Experiment for Validating Class Diagram Structural Complexity Metrics
OOIS '02 Proceedings of the 8th International Conference on Object-Oriented. Information Systems
Using Metrics to Predict OO Information Systems Maintainability
CAiSE '01 Proceedings of the 13th International Conference on Advanced Information Systems Engineering
Defining Metrics for Conceptual Schema Evolution
FoMLaDO/DEMM 2000 Selected papers from the 9th International Workshop on Foundations of Models and Languages for Data and Objects, Database Schema Evolution and Meta-Modeling
Empirical evaluation of a fuzzy logic-based software quality prediction model
Fuzzy Sets and Systems - Special issue: Optimization and decision support systems
IT measurement
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
From Software Metrics to Software Measurement Methods: A Process Model
ISESS '97 Proceedings of the 3rd International Software Engineering Standards Symposium (ISESS '97)
Software Metrics Model For Integrating Quality Control And Prediction
ISSRE '97 Proceedings of the Eighth International Symposium on Software Reliability Engineering
Predicting Fault-Prone Modules with Case-Based Reasoning
ISSRE '97 Proceedings of the Eighth 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
Predicting Deviations in Software Quality by Using Relative Critical Value Deviation Metrics
ISSRE '99 Proceedings of the 10th International Symposium on Software Reliability Engineering
On the Repeatability of Metric Models and Metrics across Software Builds
ISSRE '00 Proceedings of the 11th International Symposium on Software Reliability Engineering
Assessing design-quality metrics on legacy software
CASCON '92 Proceedings of the 1992 conference of the Centre for Advanced Studies on Collaborative research - Volume 1
Empirical Studies on Requirement Management Measures
Proceedings of the 26th International Conference on Software Engineering
Toward a Software Testing and Reliability Early Warning Metric Suite
Proceedings of the 26th International Conference on Software Engineering
Static analysis tools as early indicators of pre-release defect density
Proceedings of the 27th international conference on Software engineering
Towards a framework for source code instrumentation measurement validation
Proceedings of the 5th international workshop on Software and performance
REBSE '05 Proceedings of the 2005 workshop on Realising evidence-based software engineering
Usability measurement and metrics: A consolidated model
Software Quality Control
Revisiting the problem of using problem reports for quality assessment
Proceedings of the 2006 international workshop on Software quality
Does object coupling really affect the understanding and modifying of OCL expressions?
Proceedings of the 2006 ACM symposium on Applied computing
Quality of manual data collection in Java software: an empirical investigation
Empirical Software Engineering
Quality, productivity and economic benefits of software reuse: a review of industrial studies
Empirical Software Engineering
Building measure-based prediction models for UML class diagram maintainability
Empirical Software Engineering
Predicting defect-prone software modules using support vector machines
Journal of Systems and Software
A framework for the design and verification of software measurement methods
Journal of Systems and Software
On Metamodel-Based Design of Software Metrics
Balancing Agility and Formalism in Software Engineering
Quantitatively measuring object-oriented couplings
Software Quality Control
Metric based testability model for object oriented design (MTMOOD)
ACM SIGSOFT Software Engineering Notes
Meta-metric Evaluation of E-Commerce-related Metrics
Electronic Notes in Theoretical Computer Science (ENTCS)
Secure open source collaboration: an empirical study of linus' law
Proceedings of the 16th ACM conference on Computer and communications security
Measuring the quality of entity relationship diagrams
ER'00 Proceedings of the 19th international conference on Conceptual modeling
Proceedings of the 2007 conference on Human interface: Part II
Designing a trade-off between usability and security: a metrics based-model
INTERACT'07 Proceedings of the 11th IFIP TC 13 international conference on Human-computer interaction - Volume Part II
Strengthening the empirical analysis of the relationship between Linus' Law and software security
Proceedings of the 2010 ACM-IEEE International Symposium on Empirical Software Engineering and Measurement
Assessing the current state of software evolution and intellectual energy spent
Proceedings of the Workshop on Advances in Functional Size Measurement and Effort Estimation
Measuring IT infrastructure project size: infrastructure effort points
CAiSE'05 Proceedings of the 17th international conference on Advanced Information Systems Engineering
Proceedings of the 34th International Conference on Software Engineering
Construct specific coupling measurement for C++ software
Computer Languages, Systems and Structures
Validating software metrics: A spectrum of philosophies
ACM Transactions on Software Engineering and Methodology (TOSEM)
Interactive churn metrics: socio-technical variants of code churn
ACM SIGSOFT Software Engineering Notes
Information and Software Technology
Hi-index | 0.01 |
A comprehensive metrics validation methodology is proposed that has six validity criteria, which support the quality functions assessment, control, and prediction, where quality functions are activities conducted by software organizations for the purpose of achieving project quality goals. Six criteria are defined and illustrated: association, consistency, discriminative power, tracking, predictability, and repeatability. The author shows that nonparametric statistical methods such as contingency tables play an important role inevaluating metrics against the validity criteria. Examples emphasizing the discriminative power validity criterion are presented. A metrics validation process is defined that integrates quality factors, metrics, and quality functions.