Data mining library reuse patterns using generalized association rules
Proceedings of the 22nd international conference on Software engineering
Predicting Fault Incidence Using Software Change History
IEEE Transactions on Software Engineering
Information Retrieval
Software Evolution Observations Based on Product Release History
ICSM '97 Proceedings of the International Conference on Software Maintenance
Fast Algorithms for Mining Association Rules in Large Databases
VLDB '94 Proceedings of the 20th International Conference on Very Large Data Bases
Mining Generalized Association Rules
VLDB '95 Proceedings of the 21th International Conference on Very Large Data Bases
Version Sensitive Editing: Change History as a Programming Tool
ECOOP '98 Proceedings of the SCM-8 Symposium on System Configuration Management
Understanding and predicting effort in software projects
Proceedings of the 25th International Conference on Software Engineering
Hipikat: recommending pertinent software development artifacts
Proceedings of the 25th International Conference on Software Engineering
Data Mining Library Reuse Patterns in User-Selected Applications
ASE '99 Proceedings of the 14th IEEE international conference on Automated software engineering
CVSSearch: Searching through Source Code using CVS Comments
ICSM '01 Proceedings of the IEEE International Conference on Software Maintenance (ICSM'01)
Detection of Logical Coupling Based on Product Release History
ICSM '98 Proceedings of the International Conference on Software Maintenance
Identifying Reasons for Software Changes Using Historic Databases
ICSM '00 Proceedings of the International Conference on Software Maintenance (ICSM'00)
Understanding Change-Proneness in OO Software through Visualization
IWPC '03 Proceedings of the 11th IEEE International Workshop on Program Comprehension
Mining the Maintenance History of a Legacy Software System
ICSM '03 Proceedings of the International Conference on Software Maintenance
How History Justifies System Architecture (or Not)
IWPSE '03 Proceedings of the 6th International Workshop on Principles of Software Evolution
The Chaos of Software Development
IWPSE '03 Proceedings of the 6th International Workshop on Principles of Software Evolution
CVS Release History Data for Detecting Logical Couplings
IWPSE '03 Proceedings of the 6th International Workshop on Principles of Software Evolution
Predicting Source Code Changes by Mining Change History
IEEE Transactions on Software Engineering
Predicting Change Propagation in Software Systems
ICSM '04 Proceedings of the 20th IEEE International Conference on Software Maintenance
Visual data mining in software archives
SoftVis '05 Proceedings of the 2005 ACM symposium on Software visualization
Detecting and Visualizing Refactorings from Software Archives
IWPC '05 Proceedings of the 13th International Workshop on Program Comprehension
MSR '05 Proceedings of the 2005 international workshop on Mining software repositories
eROSE: guiding programmers in eclipse
OOPSLA '05 Companion to the 20th annual ACM SIGPLAN conference on Object-oriented programming, systems, languages, and applications
Exploring evolutionary coupling in Eclipse
eclipse '05 Proceedings of the 2005 OOPSLA workshop on Eclipse technology eXchange
Mining metrics to predict component failures
Proceedings of the 28th international conference on Software engineering
Proceedings of the 28th international conference on Software engineering
TA-RE: an exchange language for mining software repositories
Proceedings of the 2006 international workshop on Mining software repositories
Mining sequences of changed-files from version histories
Proceedings of the 2006 international workshop on Mining software repositories
Program element matching for multi-version program analyses
Proceedings of the 2006 international workshop on Mining software repositories
Mining version archives for co-changed lines
Proceedings of the 2006 international workshop on Mining software repositories
A lightweight approach to technical risk estimation via probabilistic impact analysis
Proceedings of the 2006 international workshop on Mining software repositories
Predicting defect densities in source code files with decision tree learners
Proceedings of the 2006 international workshop on Mining software repositories
Information theoretic evaluation of change prediction models for large-scale software
Proceedings of the 2006 international workshop on Mining software repositories
An empirical study of fine-grained software modifications
Empirical Software Engineering
Beyond source code: the importance of other artifacts in software development (a case study)
Journal of Systems and Software - Special issue: Selected papers from the 4th source code analysis and manipulation (SCAM 2004) workshop
Fine-grained processing of CVS archives with APFEL
eclipse '06 Proceedings of the 2006 OOPSLA workshop on eclipse technology eXchange
ACM SIGSOFT Software Engineering Notes
Understanding component co-evolution with a study on Linux
Empirical Software Engineering
Change propagations in the maintenance of kernel-based software with a study on Linux
ACM-SE 45 Proceedings of the 45th annual southeast regional conference
Automatic Inference of Structural Changes for Matching across Program Versions
ICSE '07 Proceedings of the 29th international conference on Software Engineering
Predicting Faults from Cached History
ICSE '07 Proceedings of the 29th international conference on Software Engineering
Assessing Changeability by Investigating the Propagation of Change Types
ICSE COMPANION '07 Companion to the proceedings of the 29th International Conference on Software Engineering
The Future of Programming Environments: Integration, Synergy, and Assistance
FOSE '07 2007 Future of Software Engineering
Correlating Social Interactions to Release History during Software Evolution
MSR '07 Proceedings of the Fourth International Workshop on Mining Software Repositories
Visual Data Mining in Software Archives to Detect How Developers Work Together
MSR '07 Proceedings of the Fourth International Workshop on Mining Software Repositories
Combining Single-Version and Evolutionary Dependencies for Software-Change Prediction
MSR '07 Proceedings of the Fourth International Workshop on Mining Software Repositories
Comparing Approaches to Mining Source Code for Call-Usage Patterns
MSR '07 Proceedings of the Fourth International Workshop on Mining Software Repositories
ACM Transactions on Software Engineering and Methodology (TOSEM)
Proceedings of the the 6th joint meeting of the European software engineering conference and the ACM SIGSOFT symposium on The foundations of software engineering
Program comprehension as fact finding
Proceedings of the the 6th joint meeting of the European software engineering conference and the ACM SIGSOFT symposium on The foundations of software engineering
Using concept analysis to detect co-change patterns
Ninth international workshop on Principles of software evolution: in conjunction with the 6th ESEC/FSE joint meeting
Change Distilling: Tree Differencing for Fine-Grained Source Code Change Extraction
IEEE Transactions on Software Engineering
Hierarchical Clustering for Software Architecture Recovery
IEEE Transactions on Software Engineering
Feature location via information retrieval based filtering of a single scenario execution trace
Proceedings of the twenty-second IEEE/ACM international conference on Automated software engineering
Improving change prediction with fine-grained source code mining
Proceedings of the twenty-second IEEE/ACM international conference on Automated software engineering
Journal of Software Maintenance and Evolution: Research and Practice
Mining software repositories for comprehensible software fault prediction models
Journal of Systems and Software
An approach to mining bundled commodities
Knowledge-Based Systems
Recommending adaptive changes for framework evolution
Proceedings of the 30th international conference on Software engineering
The influence of organizational structure on software quality: an empirical case study
Proceedings of the 30th international conference on Software engineering
Adams re-trace: traceability link recovery via latent semantic indexing
Proceedings of the 30th international conference on Software engineering
Answering common questions about code
Companion of the 30th international conference on Software engineering
A segmentation-based approach for temporal analysis of software version repositories
Journal of Software Maintenance and Evolution: Research and Practice
An Empirical Investigation on Dynamic Modeling in Requirements Engineering
MoDELS '08 Proceedings of the 11th international conference on Model Driven Engineering Languages and Systems
Enabling static analysis for partial java programs
Proceedings of the 23rd ACM SIGPLAN conference on Object-oriented programming systems languages and applications
Recommending method invocation context changes
Proceedings of the 2008 international workshop on Recommendation systems for software engineering
Towards a more efficient static software change impact analysis method
Proceedings of the 8th ACM SIGPLAN-SIGSOFT workshop on Program analysis for software tools and engineering
Journal of Systems and Software
GUI Change Method according to Roles of Widgets and Change Patterns
IEICE - Transactions on Information and Systems
SemDiff: Analysis and recommendation support for API evolution
ICSE '09 Proceedings of the 31st International Conference on Software Engineering
On Reducing the Pre-release Failures of Web Plug-In on Social Networking Site
ICSP '09 Proceedings of the International Conference on Software Process: Trustworthy Software Development Processes
Analyzing a Software Process Model Repository for Understanding Model Evolution
ICSP '09 Proceedings of the International Conference on Software Process: Trustworthy Software Development Processes
Support Method for Source Code Modification in Changing GUI Widgets
Proceedings of the 2006 conference on Knowledge-Based Software Engineering: Proceedings of the Seventh Joint Conference on Knowledge-Based Software Engineering
DebugAdvisor: a recommender system for debugging
Proceedings of the the 7th joint meeting of the European software engineering conference and the ACM SIGSOFT symposium on The foundations of software engineering
Analyzing the co-evolution of comments and source code
Software Quality Control
Information Technology and Management
Empirical Evaluation of Strategies to Detect Logical Change Dependencies
SOFSEM '10 Proceedings of the 36th Conference on Current Trends in Theory and Practice of Computer Science
Tracking code patterns over multiple software versions with Herodotos
Proceedings of the 9th International Conference on Aspect-Oriented Software Development
ICSP'08 Proceedings of the Software process, 2008 international conference on Making globally distributed software development a success story
Codebook: discovering and exploiting relationships in software repositories
Proceedings of the 32nd ACM/IEEE International Conference on Software Engineering - Volume 1
Supporting developers with natural language queries
Proceedings of the 32nd ACM/IEEE International Conference on Software Engineering - Volume 1
Adinda: a knowledgeable, browser-based IDE
Proceedings of the 32nd ACM/IEEE International Conference on Software Engineering - Volume 2
LSdiff: a program differencing tool to identify systematic structural differences
Proceedings of the 32nd ACM/IEEE International Conference on Software Engineering - Volume 2
An experimental comparison of ER and UML class diagrams for data modelling
Empirical Software Engineering
Applications of data mining in software engineering
International Journal of Data Analysis Techniques and Strategies
Comparison of different impact analysis methods and programmer's opinion: an empirical study
Proceedings of the 8th International Conference on the Principles and Practice of Programming in Java
Using traits of web macro scripts to predict reuse
Journal of Visual Languages and Computing
Identifying cross-cutting concerns using software repository mining
Proceedings of the Joint ERCIM Workshop on Software Evolution (EVOL) and International Workshop on Principles of Software Evolution (IWPSE)
Speculative analysis: exploring future development states of software
Proceedings of the FSE/SDP workshop on Future of software engineering research
MACs: Mining API code snippets for code reuse
Expert Systems with Applications: An International Journal
Visualizing collaboration and influence in the open-source software community
Proceedings of the 8th Working Conference on Mining Software Repositories
Non-essential changes in version histories
Proceedings of the 33rd International Conference on Software Engineering
Exploring, exposing, and exploiting emails to include human factors in software engineering
Proceedings of the 33rd International Conference on Software Engineering
Recommending Adaptive Changes for Framework Evolution
ACM Transactions on Software Engineering and Methodology (TOSEM)
Nothing else matters: what predictive model should I use?
Proceedings of the 7th International Conference on Predictive Models in Software Engineering
Towards a classification of logical dependencies origins: a case study
Proceedings of the 12th International Workshop on Principles of Software Evolution and the 7th annual ERCIM Workshop on Software Evolution
A taxonomy for software change impact analysis
Proceedings of the 12th International Workshop on Principles of Software Evolution and the 7th annual ERCIM Workshop on Software Evolution
Using structural and textual information to capture feature coupling in object-oriented software
Empirical Software Engineering
How Well Do Search Engines Support Code Retrieval on the Web?
ACM Transactions on Software Engineering and Methodology (TOSEM)
Easing software evolution: change-data and domain-driven approach
Proceedings of the 5th India Software Engineering Conference
Information Sciences: an International Journal
Analyzing temporal API usage patterns
ASE '11 Proceedings of the 2011 26th IEEE/ACM International Conference on Automated Software Engineering
An adaptive approach to impact analysis from change requests to source code
ASE '11 Proceedings of the 2011 26th IEEE/ACM International Conference on Automated Software Engineering
Using Formal Concept Analysis to support change analysis
ASE '11 Proceedings of the 2011 26th IEEE/ACM International Conference on Automated Software Engineering
Generalizing evolutionary coupling with stochastic dependencies
ASE '11 Proceedings of the 2011 26th IEEE/ACM International Conference on Automated Software Engineering
Finding relevant answers in software forums
ASE '11 Proceedings of the 2011 26th IEEE/ACM International Conference on Automated Software Engineering
An association rule analysis framework for complex physiological and genetic data
HIS'12 Proceedings of the First international conference on Health Information Science
Integrated impact analysis for managing software changes
Proceedings of the 34th International Conference on Software Engineering
Temporal analysis of API usage concepts
Proceedings of the 34th International Conference on Software Engineering
Extensions during software evolution: do objects meet their promise?
ECOOP'12 Proceedings of the 26th European conference on Object-Oriented Programming
Combining concept lattice with call graph for impact analysis
Advances in Engineering Software
Identification of generalization refactoring opportunities
Automated Software Engineering
A comparative study of static CIA techniques
Proceedings of the Fourth Asia-Pacific Symposium on Internetware
Detecting missing method calls as violations of the majority rule
ACM Transactions on Software Engineering and Methodology (TOSEM)
Predicting OSS Development Success: A Data Mining Approach
International Journal of Information System Modeling and Design
Using water wave propagation phenomenon to study software change impact analysis
Advances in Engineering Software
An empirical study on the developers' perception of software coupling
Proceedings of the 2013 International Conference on Software Engineering
Understanding regression failures through test-passing and test-failing code changes
Proceedings of the 2013 International Conference on Software Engineering
Using citation influence to predict software defects
Proceedings of the 10th Working Conference on Mining Software Repositories
Reference representation techniques for large models
Proceedings of the Workshop on Scalability in Model Driven Engineering
An empirical analysis of the co-evolution of schema and code in database applications
Proceedings of the 2013 9th Joint Meeting on Foundations of Software Engineering
dCloud: a document link provision cloud for software extension tasks
Proceedings of the International C* Conference on Computer Science and Software Engineering
A framework for acquisition and application of software architecture evolution knowledge: 14
ACM SIGSOFT Software Engineering Notes
Comparison and evaluation of source code mining tools and techniques: A qualitative approach
Intelligent Data Analysis
| Hi-index | 0.01 |
We apply data mining to version histories in order to guide programmers along related changes: "Programmers who changed these functions also changed....驴 Given a set of existing changes, the mined association rules 1) suggest and predict likely further changes, 2) show up item coupling that is undetectable by program analysis, and 3) can prevent errors due to incomplete changes. After an initial change, our ROSE prototype can correctly predict further locations to be changed; the best predictive power is obtained for changes to existing software. In our evaluation based on the history of eight popular open source projects, ROSE's topmost three suggestions contained a correct location with a likelihood of more than 70 percent.