Research and Publications

Workshop (35)
- Towards Improved Network Security Requirements and Policy: Domain-Specific Completeness Analysis via Topic Modeling. Jane Huffman Hayes,Jared Payne, Emily Essex, Kelsey Cole, Joseph Alverson, Alex Dekhtyar, Dongfeng Fang, Grant Bernosky. In Proceedings of Artificial Intelligence for Requirements Engineering (AIRE) workshop, at RE 2020, Zurich, Switzerland, 83-86.
- Toward Improved Artificial Intelligence in Requirements Engineering: Metadata for Tracing Datasets. Jane Huffman Hayes, Jared Payne, Mallory Leppelmeier. Published in Proceedings of Artificial Intelligence for Requirements Engineering (AIRE) workshop, at RE 2019, Jeju Island, South Korea, 2019.
- A Comparison of Stemming Techniques in Tracing. David Farrar and Jane Huffman Hayes. Published in the Proceedings of the 10th International Workshop on Software and System Traceability, an Int'l Conf. on SW Eng. (ICSE) workshop, May 2019, Montreal, Canada.
- University of Kentucky TraceLab Component Similarity Matrix Voting Merge. Jared Payne and Jane Huffman Hayes. Published in the Proceedings of the 10th International Workshop on Software and System Traceability, an Int'l Conf. on SW Eng. (ICSE) workshop, May 2019, Montreal, Canada.
- Automating Requirements Traceability: Two Decades of Learning from KDD. Alex Dekhtyar, Jane Huffman Hayes. Published in the 1st International Workshop on Learning from other Disciplines for Requirements Engineering (D4RE), at IEEE International Requirements Engineering (RE) Conference, Banff, Canada, 2018.
- Measuring Requirement Quality to Predict Testability. Jane Huffman Hayes, Wenbin Li, Tingting Yu, Xue Han, Mark Hays and Clinton Woodson. Published in the Workshop on Artificial Intelligence in Requirements Engineering (AIRE), at IEEE International Requirements Engineering (RE) Conference, Ottawa, Canada, 2015.
- Toward a Learned Project-Specific Fault Taxonomy: Application of Software Analytics. Kidwell, B and Huffman Hayes, J. Proceedings of the 2015 workshop on Software Analytics, an ICSME workshop.
- Weka Meets TraceLab: Toward Convenient Classification: Machine Learning for Requirements Engineering Problems: A Position Paper. Jane Huffman Hayes, Wenbin Li, Mona Rahimi. Proceedings of the Artificial Intelligence in Requirements Engineering (AIRE) workshop 2014: 9-12, an IEEE RE workshop.
- Traceability Challenge 2013: Statistical Analysis for Traceability Experiments: Software Verification and Validation Research Laboratory (SVVRL) of the University of Kentucky. Mark Hays, Jane Huffman Hayes, Arnold Stromberg, Arne Bathke. 2013 International Workshop on Traceability in Emerging Forms of Software Engineering (TEFSE), 19-19 May 2013.
- REquirements TRacing On target (RETRO) Enhanced with an Automated Thesaurus Builder: An Empirical Study. Sandeep Pandanaboyana, Shreeram Sridharan, Jesse Yannelli and Jane Huffman Hayes. 2013 International Workshop on Traceability in Emerging Forms of Software Engineering (TEFSE), 19-19 May 2013.
- Trace Matrix Analyzer (TMA). Wenbin Li, Jane Huffman Hayes, Jesse Yanelli, Ken Imai, Chase Carnes, and Maureen Doyle. 2013 International Workshop on Traceability in Emerging Forms of Software Engineering (TEFSE), 19-19 May 2013.
- Traceability Challenge 2013: Query+ Enhancement for Semantic Tracing (QuEST): Software Verification and Validation Research Laboratory (SVVRL) of the University of Kentucky. Wenbin Li* and Jane Huffman Hayes. 2013 International Workshop on Traceability in Emerging Forms of Software Engineering (TEFSE), pp.95-99, 19-19 May 2013.
- TraceLab: An Experimental Workbench for Equipping Researchers to Innovate, Synthesize, and Comparatively Evaluate Traceability Solutions Ed Keenan, Adam Czauderna, Greg Leach, Jane Cleland-Huang, Yonghee Shin, Evan Moritz, Malcom Gethers, Denys Poshyvanyk, Jonathan Maletic, Jane Huffman Hayes, Alex Dekhtyar, Daria Manukian, Shervin Hossein, and Derek Hearn. Published in the Proceedings of the 2012 34th International Conference on Software Engineering (ICSE), Formal Research Demonstration, pp. 1375-1378.
- The Effect of Testability on Fault Proneness: A case study of the Apache HTTP Server. Mark Hays* and Jane Huffman Hayes. Published in the Proceedings of International Workshop on Program Debugging (IWPD), an International Symposium on Software Reliability and Engineering (ISSRE) workshop, November 2012.
- Proximity-Based Traceability: An Empirical Validation using Ranked Retrieval and Set-based Measures. Wei-Keat Kong* and Jane Huffman Hayes. Published in the Proceedings of Empirical Research in Requirements Engineering Workshop (EMPIRE 2011), an RE 2011 workshop. Received Best Paper Award.
- How Do We Trace Requirements? An Initial Study of Analyst Behavior in Trace Validation Tasks. Wei-Keat Kong*, Jane Huffman Hayes, Alex Dekhtyar, Jeff Holden. Published in the Proceedings of Workshop on Cooperative and Human Aspects of Software Engineering (CHASE) 2011, an ICSE workshop.
- Towards a Model of Analyst Effort for Traceability Research: A Position Paper. Dekhtyar, A., Jane Huffman Hayes, J, Smith, Matt*. Published in the Proceedings of Traceability of Emerging Forms of Software Engineering (TEFSE) 2011, an ICSE workshop.
- Grand Challenges, Benchmarks, and TraceLab: Developing Infrastructure for the Software Traceability Research Community. Jane Cleland-Huang, Adam Czauderna, Alex Dekhtyar, Olly Gotel, Jane Huffman Hayes, Ed Keenan, Greg Leach, Jonathan Maletic, Denys Poshyvanyk, Yonghee Shin, Andrea Zisman, Antoniol Giulio, Brian Berenbach and Mäder Patrick. Published in the Proceedings of TEFSE 2011, an ICSE workshop.
- Software Verification and Validation Research Laboratory (SVVRL) of the University of Kentucky: Traceability Challenge 2011: Language Translation. Hakim Sultanov*, Wei-Keat Kong*, Jane Huffman Hayes, and Wenbin Li*. Published in the Proceedings of TEFSE 2011, an ICSE workshop.
- Model-Based Tracebility. Jane Cleland-Huang, Jane Huffman Hayes, Jean Domel. Published in the Proceedings of TEFSE 2011, an ICSE workshop.
- Towards Traceable Test-Driven Development. Jane Huffman Hayes, Alex Dekhtyar, David S. Janzen. Published in the Proceedings of TEFSE 2009, an ICSE workshop.
- Software Verification and Validation Research Laboratory (SVVRL) of the University of Kentucky: Traceability Challenge. Jane Huffman Hayes, Wei-Keat Kong, Wenbin Li, Hakim Sultanov, Steven Alexander Wilson, Sami Taha, Jody Larsen, Senthil Sundaram. Published in the Proceedings of TEFSE 2009, an ICSE workshop.
- Uncertainty as the Source of Knowledge Transfer Opportunity. Alex Dekhtyar, Jane Huffman Hayes, Judy Goldsmith, (2007). (IWLU"™2007), Atlanta, GA, November 2007.
- Make the Most of Your Time: How Should the Analyst Work with Automated Traceability Tools? Alex Dekhtyar, Jane Huffman Hayes, Jody Larsen. Published in the Proceedings of PROMISE, an ICSE workshop, May 2007, Minneapolis, Minn.
- Benchmarks for Traceability? Alex Dekhtyar, Jane Huffman Hayes, Giulio Antoniol. Published in the Proceedings of Traceability in Emerging Forms of Software Engineering (TEFSE), Slade, KY, March 22/23, 2007.
- Predicting Classes in Need of Refactoring: An Application of Static Metrics. Liming Zhao and Jane Huffman Hayes. Published in the Proceedings of the Workshop on Predictive Models of Software Engineering (PROMISE), associated with ICSM 2006, Philadelphia, PA, September 2006.
- Houston, We Have a Success Story: Technology Transfer at the NASA IV&V Facility. Ken McGill, Wes Deadrick, Jane Huffman Hayes, Alex Dekhtyar. Published in the Proceedings of the Workshop on Technology Transfer in Software Engineering (WOTTSE), associated with International Conference on Software Engineering (ICSE) 2006, Shanghai, China, May 2006.
- Fault-Based Analysis: How History Can Help Improve Performance and Dependability Requirements for High Assurance Systems. Jane Huffman Hayes, Ashlee Holbrook*, Inies Chemannoor*, Dave Pruett. Published in the Proceedings of the Fifth International Workshop on Requirements for High Assurance Systems (RHAS), Chicago, IL on November 8, 2005.
- Humans in the Traceability Loop: Can't Live With 'Em, Can't Live Without 'Em. Jane Huffman Hayes, Alex Dekhtyar, Senthil Sundaram*. Published in the Proceedings of the Workshop on Traceability of Emerging Forms of Software Engineering (TEFSE), Long Beach, CA, November 8, 2005, pp. 20-23.
- Text Mining for Software Engineering: How Analyst Feedback Impacts Final Results. Jane Huffman Hayes, Alex Dekhtyar, Senthil Sundaram*. Published in the Proceedings of Workshop on Mining of Software Repositories (MSR), associated with ICSE 2005, St. Louis, MO, May 2005, pp. 58-62.
- Baselines in Requirements Tracing. Senthil Sundaram*, Jane Huffman Hayes, Alex Dekhtyar. Published in the Proceedings of Workshop on Predictive Models of Software Engineering (PROMISE), associated with ICSE 2005, St. Louis, MO, May 2005, pp. 12-17.
- SEEWeb: Making Experimental Artifacts Available. Jeff Offutt+, Yuan Yang, and Jane Huffman Hayes. Workshop on Empirical Research in Software Testing (WERST), in SIGNOTES, Volume 29, Issue 5, September 2004, Boston, MA, July 2004, pp. 1-3.
- Text is Software Too. Alex Dekhtyar, Jane Huffman Hayes, and Tim Menzies. Published in the Proceedings of the Mining of Software Repositories Workshop, Edinburgh, Scotland, May 2004, pp. 22-26.
- Applying a Semantic Fault Model to the Empirical Study of Corrective Maintenance. Jane Huffman Hayes and Jeff Offutt+. Presented at and in on-line proceedings of the Eighth IEEE Workshop on Empirical Studies of Software Maintenance (WESS 2002), Montreal, Canada, October 2002.
- Product and Process: Key Areas Worthy of Software Maintainability Empirical Study. Jane Huffman Hayes and Jeff Offutt+. Presented at and in on-line proceedings of The Sixth IEEE Workshop on Empirical Studies of Software Maintenance (WESS 2000), San Jose, California, October 2000.
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+ My advisor
* Student co-author
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