Software reliability: measurement, prediction, application
Software reliability: measurement, prediction, application
Tailoring the software process to project goals and environments
ICSE '87 Proceedings of the 9th international conference on Software Engineering
Managing the software process
Software engineering: methods and management
Software engineering: methods and management
Software Engineering Journal - Special issue on software process and its support
Orthogonal Defect Classification-A Concept for In-Process Measurements
IEEE Transactions on Software Engineering - Special issue on software measurement principles, techniques, and environments
Toward full life cycle control: adding maintenance measurement to the SEL
Journal of Systems and Software
In-Process Evaluation for Software Inspection and Test
IEEE Transactions on Software Engineering - Special issue on software reliability
Post-process feedback with and without attribute focusing: a comparative evaluation
ICSE '93 Proceedings of the 15th international conference on Software Engineering
Knowledge Discovery in Databases
Knowledge Discovery in Databases
Experiences with defect prevention
IBM Systems Journal
Cost-Effective Analysis of In-Place Software Processes
IEEE Transactions on Software Engineering
Software process validation: quantitatively measuring the correspondence of a process to a model
ACM Transactions on Software Engineering and Methodology (TOSEM)
Validation of an Approach for Improving Existing Measurement Frameworks
IEEE Transactions on Software Engineering
Advanced Scout: Data Mining and Knowledge Discovery in NBA Data
Data Mining and Knowledge Discovery
High Performance OLAP and Data Mining on Parallel Computers
Data Mining and Knowledge Discovery
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
High Performance Data Mining using Data Cubes on Parallel Computers
IPPS '98 Proceedings of the 12th. International Parallel Processing Symposium on International Parallel Processing Symposium
An approach to improving existing measurement frameworks
IBM Systems Journal
Software Defect Association Mining and Defect Correction Effort Prediction
IEEE Transactions on Software Engineering
A systematic literature review to identify and classify software requirement errors
Information and Software Technology
An analysis method for improving a bug modification process in open source software development
Proceedings of the joint international and annual ERCIM workshops on Principles of software evolution (IWPSE) and software evolution (Evol) workshops
Prescription, description, reflection: the shape of the software process improvement field
International Journal of Information Management: The Journal for Information Professionals
Defect data analysis as input for software process improvement
PROFES'12 Proceedings of the 13th international conference on Product-Focused Software Process Improvement
Journal of Systems and Software
A tool supporting root cause analysis for synchronous retrospectives in distributed software teams
Information and Software Technology
Perceived causes of software project failures - An analysis of their relationships
Information and Software Technology
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We present a case study of the use of a software process improvement method which is based on the analysis of defect data. The first step of the method is the classification of software defects using attributes which relate defects to specific process activities. Such classification captures the semantics of the defects in a fashion which is useful for process correction. The second step utilizes a machine-assisted approach to data exploration which allows a project team to discover such knowledge from defect data as is useful for process correction. We show that such analysis of defect data can readily lead a project team to improve their process during development.