Mining Software Engineering Data

All papers collected till 2007 are available at Mining Software Engineering Bibliography collected by Dr. Tao Xie.

Source Code and Dynamic Traces

• OCAT: Object Capture-based Automated Testing Hojun Jaygarl, Sunghun Kim, Tao Xie and Carl Chang ISSTA 2010
• Leveraging Usage Similarity for Effective Retrieval of Examples in Code Repositories. S. Bajracharya, J. Ossher, and C. Lopes. FSE 2010
• Automatically Documenting Program Changes Raymond P.L. Buse and Westley Weimer ASE 2010
• Learning from 6,000 Projects: Lightweight Cross-Project Anomaly Detection - Natalie Gruska, Andrzej Wasylkowski, Andreas Zeller. ISSTA 2010
• Test Case Generation for Specification Mining, Valentin Dallmeier, Nikolai Knopp, Christoph Mallon, Andreas Zeller, Sebastian Hack ISSTA 2010
• THEX: Mining Metapatterns from Java Daryl Posnett, Christian Bird, Premkumar Devanbu MSR 2010
• Codebook: Discovering and Exploiting Relationships in Software Repositories Andrew Begel, Khoo Yit Phang, Thomas Zimmermann ICSE 2010
• FixWizard: Recurring Bug Fixes in Object-Oriented Programs Tung Thanh Nguyen, Hoan Anh Nguyen, Nam H. Pham, Jafar Al-Kofahi, Tien N. Nguyen ICSE 2010
• AURA: A Hybrid Approach to Identify Framework Evolution Wei Wu1, Yann-Gaël Guéhéneuc1, Giuliano Antoniol2, and Miryung Kim ICSE 2010
• Using Twinning to Adapt Programs to Alternative APIs Marius Nita David Notkin ICSE 2010
• Linking E-Mails and Source Code Artifacts Alberto Bacchelli, Michele Lanza, Romain Robbes ICSE 2010
• Towards Automatically Generating Summary Comments for Java Methods, Giriprasad Sridhara, Emily Hill, Divya Muppaneni, Lori Pollock and K. Vijay-Shanker, ICSE 2010
• Online Inference and Enforcement of Temporal Properties Mark Gabel, Zhendong Su ICSE 2010
• Mining exception-handling rules as sequence association rules, Thummalapenta, Suresh and Xie, Tao, ICSE 2009
• Synthesizing intensional behavior models by graph transformation, Ghezzi, Carlo and Mocci, Andrea and Monga, Mattia, ICSE 2009
• Automatic steering of behavioral model inference, Lo, David and Mariani, Leonardo and Pezz\`{e}, Mauro, FSE 2009
• Api hyperlinking via structural overlap, Long, Fan and Wang, Xi and Cai, Yang, FSE 2009
• Learning from examples to improve code completion systems, Bruch, Marcel and Monperrus, Martin and Mezini, Mira, FSE 2009
• Graph-based mining of multiple object usage patterns, Nguyen, Tung Thanh and Nguyen, Hoan Anh and Pham, Nam H. and Al-Kofahi, Jafar M. and Nguyen, Tien N., FSE 2009
• Symbolic Mining of Temporal Specifications, Mark Gabel, Zhendong Su, ICSE 2008
• Mining Library Specifications using Inductive Logic Programming, Sriram Sankaranarayanan, Franjo Ivancic, Aarti Gupta, ICSE 2008
• Mining Framework Usage Changes from Instantiation Code, Thorsten Schäfer, Jan Jonas, Mira Mezini, ICSE 2008
• Recommending Adaptive Changes for Framework Evolution, Barthélémy Dagenais, Martin P. Robillard, ICSE 2008
• Automatic Generation of Software Behavioral Models, Davide Lorenzoli, Leonardo Mariani, Mauro Pezze, ICSE 2008
• Automatically locating framework extension examples, Dagenais, Barth\'{e}l\'{e}my and Ossher, Harold, FSE 2008
• Javert: fully automatic mining of general temporal properties from dynamic traces, Gabel, Mark and Su, Zhendong, FSE 2008
• Path-Sensitive Inference of Function Precedence Protocols, Ramanathan, Murali Krishna and Grama, Ananth and Jagannathan, Suresh, ICSE 2007
• Mining Security-Sensitive Operations in Legacy Code using Concept Analysis V. Ganapathy, D. King, T. Jaeger, S. Jha ICSE 2007

Bug databases

• Summarizing Software Artifacts: A Case Study of Bug Reports Sarah Rastkar, Gail C. Murphy and Gabriel Murray ICSE 2010
• DebugAdvisor: a recommender system for debugging. Ashok, B. and Joy, Joseph and Liang, Hongkang and Rajamani, Sriram K. and Srinivasa, Gopal and Vangala, Vipindeep, FSE 2009

Natural language processing

• Using Information Fragments to Answer the Questions Developers Ask Thomas Fritz and Gail C. Murphy ICSE 2010
• Supporting Developers with Natural Language Queries Michael Würsch, Giacomo Ghezzi, Gerald Reif, and Harald C. Gall ICSE 2010
• Listening to programmers Taxonomies and characteristics of comments in operating system code. Padioleau, Yoann and Lin Tan, and Zhou, Yuanyuan. ICSE 2009