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<html><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"></head><body><div id="StayFocusd-infobar" style="display:none;">
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</div><h2> Conference Papers (Refereed) </h2>
<h3>2016</h3>
<p>Tien-Duy B. Le, David Lo, Claire Le Goues, & Lars Grunske. A learning-to-rank based fault localization approach using likely invariants, in Proceedings of The International Symposium on Software Testing and Analysis (ISSTA 2016), Saarbrücken, Germany. [<a href="https://soarsmu.github.io/papers/A_Learning-to-Rank_Based_Fault_Localization_Approach_using_Likely_Invari.pdf" target="_blank">pdf</a>]</p>
<p>Pavneet Singh Kochhar, Xin Xia, David Lo, Shanping Li. Practitioners’ Expectations on Automated Fault Localization, in Proceedings of The International Symposium on Software Testing and Analysis (ISSTA 2016), Saarbrücken, Germany. [<a href="https://soarsmu.github.io/papers/Practitioners_Expectations_on_Automated_Fault_Localization.pdf" target="_blank">pdf</a>]</p>
<p>Siqi Ma, David Lo, Teng Li, and Robert H. Deng. CDRep: Automatic Repair of Cryptographic Misuses in Android Applications, In Proceedings of the 11th ACM on Asia Conference on Computer and Communications Security, Xian, China. [<a href="https://soarsmu.github.io/papers/CDRep.pdf " target="_blank">pdf</a>]</p>
<p>Yuan Tian, Dinusha Wijedasa, David Lo & , and Claire Le Goues. Learning to Rank for Bug Report Assignee Recommendation. International Conference on Program Comprehension(ICPC) 2016, Austin, Texas. [<a href="https://soarsmu.github.io/papers/Learning_to_Ran_for_Bug_Report_Assignee.pdf" target="_blank">pdf</a>]</p>
<p>Bowen Xu, Zhenchang Xing, Xin Xia, David Lo, Qingye Wang, and Shanping Li. Domain-specific cross-language relevant question retrieval. In Proceedings of the 13th International Workshop on Mining Software Repositories, Austin, Texas. [<a href="https://soarsmu.github.io/papers/PDF_NOT_FOUND " target="_blank">pdf</a>]</p>
<p>Mauricio Soto, Ferdian Thung, Chu-Pan Wong, Claire Le Goues, and David Lo. A deeper look into bug fixes: patterns, replacements, deletions, and additions. In Proceedings of the 13th International Workshop on Mining Software Repositories, Austin, Texas. [<a href="https://soarsmu.github.io/papers/A_Deeper_Look_into_Bug_Fixes_PatternsReplacements.pdf " target="_blank">pdf</a>]</p>
<p>Lingfeng Bao, David Lo, Xin Xia, Xinyu Wang, and Cong Tian. How android app developers manage power consumption?: an empirical study by mining power management commits. In Proceedings of the 13th International Workshop on Mining Software Repositories, Austin, Texas. [<a href="https://soarsmu.github.io/papers/PDF_NOT_FOUND " target="_blank">pdf</a>]</p>
<p>Li Li, Daoyuan Li, Tegawendé François D. Assise Bissyande, David Lo, Jacques Klein, and Yves Le Traon. Ungrafting Malicious Code from Piggybacked Android Apps. [<a href="https://soarsmu.github.io/papers/Ungrafting_Malicious_Code_from_Piggybacked_Android_Apps.pdf " target="_blank">pdf</a>]</p>
<p>Xuan Bach D. Le, David Lo, and Claire Le Goues. History Driven Program Repair. In 2016 IEEE 23rd International Conference on Software Analysis, Evolution, and Reengineering (SANER 2016), Osaka, Japan. [<a href="https://soarsmu.github.io/papers/History_Driven_Program_Repair.pdf " target="_blank">pdf</a>]</p>
<p>Pavneet Singh Kochhar, Dinusha Wijedasa, and David Lo. A Large Scale Study of Multiple Programming Languages and Code Quality. In 2016 IEEE 23rd International Conference on Software Analysis, Evolution, and Reengineering (SANER 2016), Osaka, Japan. [<a href="https://soarsmu.github.io/papers/A_Large_Scale_Study_of_Multiple_Programming_Languages_and_Code_Quality.pdf " target="_blank">pdf</a>]</p>
<p>He Jiang, Jingxuan Zhang, Xiaochen Li, Zhilei Ren, and David Lo. a more accurate model for finding tutorial segments explaining APIs. In 2016 IEEE 23rd International Conference on Software Analysis, Evolution, and Reengineering (SANER 2016), Osaka, Japan. [<a href="https://soarsmu.github.io/papers/A_More_Accurate_Model_for_Finding_Tutorial.pdf " target="_blank">pdf</a>]</p>
<p>Mohammad Masudur Rahman, Chanchal K. Roy, and David Lo. RACK: Automatic API Recommendation using Crowdsourced Knowledge." In 2016 IEEE 23rd International Conference on Software Analysis, Evolution, and Reengineering (SANER 2016), Osaka, Japan. [<a href="https://soarsmu.github.io/papers/RACK.pdf " target="_blank">pdf</a>]</p>
<p>Xin Xia, Liang Gong, Tien-Duy B. Le, David Lo, Lingxiao Jiang, and Hongyu Zhang. Diversity maximization speedup for localizing faults in single-fault and multi-fault programs. Automated Software Engineering. [<a href="https://soarsmu.github.io/papers/Diversity_Maximization_Speedup_for_Localizing_Faults_in_Single-Fa.pdf " target="_blank">pdf</a>]</p>
<p>Shlomi Alkalay, Hari Angepat, Adrian Caulfield, Eric Chung, Oren Firestein, Michael Haselman, Stephen Heil et al. Agile Co-Design for a Reconfigurable Datacenter. In Proceedings of the 2016 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, Monterey, California. [<a href="https://soarsmu.github.io/papers/PDF_NOT_FOUND " target="_blank">pdf</a>]</p>
<p>Jing Jiang, David Lo, Jiahuan He, Xin Xia, Pavneet Singh Kochhar, and Li Zhang. Why and how developers fork what from whom in GitHub. Empirical Software Engineering. [<a href="https://soarsmu.github.io/papers/Why_and_how_developers_fork_what_from_whom.pdf " target="_blank">pdf</a>]</p>
<p>Ming Gao, Ee-Peng Lim, David Lo, and Philips Kokoh Prasetyo. On detecting maximal quasi antagonistic communities in signed graphs. Data Mining and Knowledge Discovery. [<a href="https://soarsmu.github.io/papers/On_detecting_maximal_quasi_antagonistic_communities.pdf " target="_blank">pdf</a>]</p>
<p>Doyen Sahoo, Abhishek Sharma, Steven CH Hoi, and Peilin Zhao. Temporal Kernel Descriptors for Learning with Time-sensitive Patterns, in Proceedings of the 20th ACM SIGKDD international conference on Knowledge discovery and data mining. ACM, 2014, Miami, Florida, USA.[<a href="https://soarsmu.github.io/papers/Temporal_Kernel_Descriptors_for_Learning_with_Time-sensitive_Patterns.pdf " target="_blank">pdf</a>]</p>
<p>Latifa Guerrouj, Olga Baysal, David Lo, and Foutse Khomh.
Software Analytics: Challenges and Opportunities, Technical Briefing, in
Proceedings of the 38th ACM/IEEE International Conference on Software Engineering (ICSE 2016), Austin, Texas. [<a href="https://soarsmu.github.io/slides/ICSE.2016.TB.Bug%20Report%20Analytics.pdf" target="_blank">slides (bug-report-analytics)</a>]</p>
<br>
<h3>2015</h3>
<p>Tien-Duy B. Le, Richard J. Oentaryo, and David Lo.
Information
Retrieval and Spectrum Based Bug Localization: Better Together, in
Proceedings of the 10th Joint Meeting of the European Software
Engineering Conference and ACM SIGSOFT Symposium on Foundations of
Software Engineering (ESEC-FSE 2015), Bergamo, Italy. [<a href="https://soarsmu.github.io/papers/esec-fse15-debugging.pdf" target="_blank">pdf</a>]</p>
<p>David
Lo, Nachiappan Nagappan, and Thomas Zimmermann. How Practitioners
Perceive the Relevance of Software Engineering Research, in Proceedings
of the 10th Joint Meeting of the European Software Engineering
Conference and ACM SIGSOFT Symposium on Foundations of Software
Engineering (ESEC-FSE 2015), Bergamo, Italy. [<a href="https://soarsmu.github.io/papers/esec-fse15-practitioners.pdf" target="_blank">pdf</a>]</p>
<p>Tien-Duy
B. Le, Xuan-Bach D. Le, David Lo, and Ivan Beschastnikh. Synergizing
Specification Miners through Model Fissions and Fusions, in Proceedings
of the 30th IEEE/ACM International Conference on Automated Software
Engineering (ASE 2015), Lincoln, USA. [<a href="https://soarsmu.github.io/papers/ase15.pdf" target="_blank">pdf</a>]</p>
<p>Ming Gao, Ee-Peng
Lim, David Lo, Feida Zhu, Philips Kokoh Prasetyo, and Aoying Zhou.
Collective Network Linkage across Heterogeneous Social Platforms, in
Proceedings of the IEEE International Conference on Data Mining (ICDM
2015), Atlantic City, United States. [pdf]</p>
<p>Xin Xia, David Lo,
Xinyu Wang, and Xiaohu Yang. Who Should Review This Change? Putting
Text and File Location Analyses Together for More Accurate
Recommendations, in Proceedings of the 31st International Conference on
Software Maintenance and Evolution (ICSME 2015), Bremen, Germany. [<a href="https://soarsmu.github.io/papers/icsme15-review.pdf" target="_blank">pdf</a>]</p>
<p>Yuan
Tian, Meiyappan Nagappan, David Lo, and Ahmed E. Hassan. What Are the
Characteristics of High-Rated Apps? A Case Study on Free Android
Applications, in Proceedings of the 31st International Conference on
Software Maintenance and Evolution (ICSME 2015), Bremen, Germany. [<a href="https://soarsmu.github.io/papers/icsme15-apps.pdf" target="_blank">pdf</a>]</p>
<p>Tien-Duy
B. Le, David Lo, and Ming Li. Constrained Feature Selection for
Localizing Faults, in Proceedings of the 31st International Conference
on Software Maintenance and Evolution (ICSME 2015), Bremen, Germany.
[<a href="https://soarsmu.github.io/papers/icsme15-localization.pdf" target="_blank">pdf</a>]</p>
<p>Abhishek
Sharma, Yuan Tian, and David Lo, What's Hot in Software Engineering
Twitter Space?, in Proceedings of the 31st International Conference on
Software Maintenance and Evolution (ICSME 2015), Bremen, Germany. [<a href="https://soarsmu.github.io/papers/icsme15-twitter.pdf" target="_blank">pdf</a>]</p>
<p>Xin
Xia, David Lo, Pavneet S. Kochhar, Zhenchang Xing, Xinyu Wang, and
Shanping Li. An Industrial Experience Report on Test Outsourcing
Practices, in Proceedings of the 26th IEEE International Symposium on
Software Reliability Engineering (ISSRE 2015), Gaithersburg, USA. [<a href="https://soarsmu.github.io/papers/issre15-outsourcing.pdf" target="_blank">pdf</a>]</p>
<p>Xuan-Bach D. Le, Tien-Duy B. Le, and David Lo. Should
Fixing These Failures be Delegated to Automated Program Repair?,
in Proceedings of the 26th IEEE International Symposium on Software
Reliability Engineering (ISSRE 2015), Gaithersburg, USA. [<a href="https://soarsmu.github.io/papers/issre15-repair.pdf" target="_blank">pdf</a>]</p>
<p>Pavneet
S. Kochhar, Ferdian Thung, Nachiappan Nagappan, Thomas Zimmermann, and
David Lo. Understanding the Test Automation Culture of App Developers,
in Proceedings of the 8th IEEE International Conference on Software
Testing, Verification, and Validation (ICST 2015), Graz, Austria. [<a href="https://soarsmu.github.io/papers/icst15.pdf" target="_blank">pdf</a>]</p>
<p>Alan
Charpentier, Jean-Rémy Falleri, David Lo, and Laurent Réveillère. An
Empirical Assessment of Bellon's Clone Benchmark, in Proceedings of the
19th International Conference on Evaluation and Assessment in Software
Engineering (EASE 2015), Nanjing, China. [<a href="https://soarsmu.github.io/papers/ease15-clone.pdf" target="_blank">pdf</a>]</p>
<p>Xin
Xia, David Lo, Jingfan Tang, and Shanping Li. Understanding Customer
Satisfaction Feedback in an IT Outsourcing Company: A Case Study on the
Insigma Hengtian Company, in Proceedings of the 19th International
Conference on Evaluation and Assessment in Software Engineering (EASE
2015), Nanjing, China. [<a href="https://soarsmu.github.io/papers/ease15-customer.pdf" target="_blank">pdf</a>]</p>
<p>Tien-Duy
B. Le, Mario Linares Vasquez, David Lo, Denys Poshyvanyk. RCLinker:
Automated Linking of Issue Reports and Commits Leveraging Rich
Contextual Information, in Proceedings of the 23rd IEEE International
Conference on Program Comprehension (ICPC 2015), Florence, Italy. [<a href="https://soarsmu.github.io/papers/icpc15-rclinker.pdf" target="_blank">pdf</a>]</p>
<p>Ferdian
Thung, Le Dinh Xuan Bach, David Lo. Active Semi-Supervised Defect
Categorization, in Proceedings of the 23rd IEEE International
Conference on Program Comprehension (ICPC 2015), Florence, Italy. [<a href="https://soarsmu.github.io/papers/icpc15-defect.pdf" target="_blank">pdf</a>]</p>
<p>Xinli Yang, David Lo, Xin Xia, Yun Zhang and Jianling Sun.
Deep
Learning for Just-In-Time Defect Prediction, in Proceedings of IEEE
International Conference on Software Quality, Reliability, and Security
(QRS 2015), Vancouver, Canada. [<a href="https://soarsmu.github.io/papers/qrs15.pdf" target="_blank">pdf</a>]
</p>
<p>Yun Zhang, David Lo, Xin Xia, Bowen Xu, Jianling Sun and
Shanping Li. Combining Software Metrics and Text
Features for
Vulnerable File Prediction, in Proceedings of the 20th
International
Conference on Engineering of Complex Computer Systems (ICECCS 2015),
Gold Coast, Australia. [pdf] </p>
<p>Siqi Ma, Shaowei Wang, David Lo, Robert H. Deng, and Cong
Sun. Active Semi-Supervised Approach for Checking App Behavior Against
Its Description, in Proceedings of the 39th Annual International
Computers, Software and Applications Conference (COMPSAC 2015),
Taichung, Taiwan. [<a href="https://soarsmu.github.io/papers/compsac15-malware.pdf" target="_blank">pdf</a>]</p>
<p>Weiqin Zou, Xin Xia, Weiqiang Zhang, Zhenyu Chen, and David
Lo. An Empirical Study of Bug Fixing Rate, in Proceedings of the 39th
Annual International Computers, Software and Applications Conference
(COMPSAC 2015), Taichung, Taiwan. [<a href="https://soarsmu.github.io/papers/compsac15-fixrate.pdf" target="_blank">pdf</a>]</p>
<p>Yun Zhang, David Lo, Xin Xia, and Jianling Sun. An
Empirical Study of Classifier Combination on Cross-Project Defect
Prediction, in Proceedings of the 39th Annual International Computers,
Software and Applications Conference (COMPSAC 2015), Taichung, Taiwan.
[<a href="https://soarsmu.github.io/papers/compsac15-combination.pdf" target="_blank">pdf</a>]</p>
<p>Jianjun Hu, Xiaobing Sun, David Lo, and Bin Li. Modeling
the Evolution of Development Topics Using Dynamic Topic Models, in
Proceedings of the 22nd IEEE International Conference on Software
Analysis, Evolution, and Reengineering (SANER 2015), Monteral, Canada.
[<a href="https://soarsmu.github.io/papers/saner15-dynamic.pdf" target="_blank">pdf</a>]</p>
<p>Abhishek Sharma, Tian Yuan, and David Lo. NIRMAL: Automatic
Identification of Software Relevant Tweets Leveraging Language Model,
in Proceedings of the 22nd IEEE International Conference on Software
Analysis, Evolution, and Reengineering (SANER 2015), Montreal, Canada.
[<a href="https://soarsmu.github.io/papers/saner15-tweets.pdf" target="_blank">pdf</a>]</p>
<p>Xin Xia, David Lo, Shane McIntosh, Emad Shihab, and Ahmed
Hassan. Cross-Project Build Co-Change Prediction, in Proceedings of the
22nd IEEE International Conference on Software
Analysis, Evolution, and Reengineering (SANER 2015), Montreal, Canada.
[<a href="https://soarsmu.github.io/papers/saner15-build.pdf" target="_blank">pdf</a>]</p>
<p>Tien-Duy B. Le and David Lo. Beyond Support and Confidence:
Exploring Interestingness Measures for Specification Mining, in
Proceedings of the 22nd IEEE International Conference on Software
Analysis, Evolution, and Reengineering (SANER 2015), Montreal, Canada.
[<a href="https://soarsmu.github.io/papers/saner15-mining.pdf" target="_blank">pdf</a>]</p>
<p>Pavneet S. Kochhar, Ferdian Thung, and David Lo. Code
Coverage and Test Suite Effectiveness: Empirical Study with Real Bugs
in Large Systems, in Proceedings of the 22nd IEEE International
Conference on Software
Analysis, Evolution, and Reengineering (SANER 2015), Montreal, Canada.
[<a href="https://soarsmu.github.io/papers/saner15-coverage.pdf" target="_blank">pdf</a>]</p>
<p>Yuan Tian and David Lo. A Comparative Study on the
Effectiveness of Part-of-Speech Tagging, in Proceedings of the 22nd
IEEE International Conference on Software
Analysis, Evolution, and Reengineering (SANER 2015), Montreal, Canada.
[<a href="https://soarsmu.github.io/papers/saner15-pos.pdf" target="_blank">pdf</a>]</p>
<p>Meili Lu, Xiaobing Sun, Shaowei Wang, David Lo, and Yucong
Duan. Query Expansion via Wordnet for Effective Code Search, in
Proceedings of the 22nd IEEE International Conference on Software
Analysis, Evolution, and Reengineering (SANER 2015), Montreal, Canada.
[<a href="https://soarsmu.github.io/papers/saner15-expansion.pdf" target="_blank">pdf</a>]</p>
<p>Xiao Xuan, David Lo, Xin Xia, and Tian Yuan. Evaluating
Defect Prediction Using a Massive Set of Metrics, in Proceedings of the
30th ACM Symposium on Applied Computing (SAC 2015), Salamance, Spain.
[<a href="https://soarsmu.github.io/papers/sac15.pdf" target="_blank">pdf</a>]</p>
<br>
<h3>2014</h3>
<p>Pavneet S. Kochhar, Ferdian Thung, David Lo, and Julia
Lawall. An Empirical Study on the Adequacy of Testing in Open Source
Projects, in Proceedings of the 21st Asia-Pacific Software Engineering
Conference (APSEC 2014), Jeju, Korea. [<a href="https://soarsmu.github.io/papers/apsec14.pdf" rel="met" target="_blank">pdf</a>]</p>
<p>Tien-Duy B. Le, Ferdian Thung, and David Lo. Predicting
Effectiveness of IR-Based Bug Localization Techniques, in Proceedings
of the 25th IEEE International Symposium on Software Reliability
Engineering (ISSRE 2014), Naples, Italy. [<a href="https://soarsmu.github.io/papers/issre14.pdf" target="_blank">pdf</a>]</p>
<p>Ferdian Thung, Tien-Duy B. Le, Pavneet S. Kochhar, and
David Lo. BugLocalizer: Integrated Tool Support for Bug Localization,
in Proceedings of the 22nd ACM International Symposium on the
Foundations of Software Engineering (FSE 2014), Hong Kong, China. [<a href="https://soarsmu.github.io/papers/fse14.pdf" target="_blank">pdf</a>]</p>
<p>Shaowei Wang, David Lo, and Julia Lawall. Compositional
Vector Space Models for Improved Bug Localization, in Proceedings of
the 30th IEEE International Conference on Software Maintenance and
Evolution (ICSME 2014), Victoria, Canada. [<a href="https://soarsmu.github.io/papers/icsme15-localization.pdf" target="_blank">pdf</a>]</p>
<p>Shaowei Wang, David Lo, Bogdan Vasilescu, and Alexander
Serebrenik. EnTagRec: An Enhanced Tag Recommendation System for
Software Information Sites, in Proceedings of the 30th IEEE
International Conference on Software Maintenance and Evolution (ICSME
2014), Victoria, Canada. [<a href="https://soarsmu.github.io/papers/icsme14-tag.pdf" target="_blank">pdf</a>]</p>
<p>Tien-Duy B. Le, Jooyong Yi, David Lo, Ferdian Thung, and
Abhik Roychoudhury. Dynamic Inference of Change Contracts, in
Proceedings of the 30th IEEE International Conference on Software
Maintenance and Evolution (ICSME 2014), Victoria, Canada. [<a href="https://soarsmu.github.io/papers/icsme14-contracts.pdf" target="_blank">pdf</a>]</p>
<p>Lucia, David Lo, and Xin Xia. Fusing Fault Localizers, in
Proceedings of the 29th IEEE/ACM International Conference on Automated
Software Engineering (ASE 2014), Vasteras, Sweden. [<a href="https://soarsmu.github.io/papers/ase14-localization.pdf" target="_blank">pdf</a>]</p>
<p>Shaowei Wang, David Lo, and Lingxiao Jiang. Active Code
Search: Incorporating User Feedback to Improve Code Search Relevance,
in Proceedings of the 29th IEEE/ACM International Conference on
Automated Software Engineering (ASE 2014), Vasteras, Sweden. [<a href="https://soarsmu.github.io/papers/ase14-search.pdf" target="_blank">pdf</a>]</p>
<p>Ferdian Thung, Pavneet S. Kochhar, and David Lo. DupFinder:
Integrated Tool Support for Duplicate Bug Report Detection, in
Proceedings of the 29th IEEE/ACM International Conference on Automated
Software Engineering (ASE 2014), Vasteras, Sweden. [<a href="https://soarsmu.github.io/papers/ase14-duplicate.pdf" target="_blank">pdf</a>]</p>
<p>Xin Xia, David Lo, Xinyu Wang, and Bo Zhou. Automatic
Defect Categorization Based on Fault Triggering Conditions, in
Proceedings of the 19th International Conference on Engineering of
Complex Computer Systems (ICECCS 2014), Tianjin, China. [<a href="https://soarsmu.github.io/papers/iceccs15-categorization.pdf" target="_blank">pdf</a>]</p>
<p>Pavneet S. Kochhar, Ferdian Thung, and David Lo. Automatic
Fine-Grained Issue Report Reclassification, in Proceedings of the 19th
International Conference on Engineering of Complex Computer Systems
(ICECCS 2014), Tianjin, China. [<a href="https://soarsmu.github.io/papers/iceccs15-reclassification.pdf" target="_blank">pdf</a>]</p>
<p>Bo Zhou, Xia Xin, David Lo, and Xinyu Wang. Build
Predictor: More Accurate Missed Dependency Prediction in Build
Configuration Files, in Proceedings of 38th IEEE Annual Computer
Software and Applications Conference (COMPSAC 2014), Vasteras, Sweden.
[<a href="https://soarsmu.github.io/papers/compsac14-dependency.pdf" target="_blank">pdf</a>]</p>
<p>Xin Xia, David Lo, Weiwei Qiu, Wang Xingen, and Bo Zhou.
Automated Configuration Bug Report Predicting Using Text Mining, in
Proceedings of the 38th IEEE Annual Computer Software and Applications
Conference (COMPSAC 2014), Vasteras, Sweden. [<a href="https://soarsmu.github.io/papers/compsac14-prediction.pdf" target="_blank">pdf</a>]</p>
<p>Richard J. Oentaryo, Ee-Peng Lim, David Jia Wei Low, David
Lo, and Michael Finegold. Predicting Response in Mobile Advertising
with Hierarchical Importance-Aware Factorization Machine, in
Proceedings of ACM Conference on Web Search and Data Mining (WSDM
2014), New York, USA. [<a href="https://soarsmu.github.io/papers/wsdm14.pdf" target="_blank">pdf</a>]</p>
<p>Xinyu Wang, David Lo, Xin Xia, Xingen Wang, Pavneet S.
Kochhar, Tian Yuan, Xiaohu Yang, Shanping Li, Jianling Sun, and Bo
Zhou. BOAT: An Experimental Platform for Researchers to Comparatively
and Reproducibly Evaluate Bug Localization Techniques, in Proceedings
of the 36th ACM/IEEE International Conference on Software Engineering
(ICSE 2014), Hyderabad, India. [<a href="https://soarsmu.github.io/papers/icse14-localization.pdf" target="_blank">pdf</a>]</p>
<p>Yuan Tian, David Lo, and Julia Lawall. SEWordSim::
Software-Specific Word Similarity Database, in Proceedings of the 36th
ACM/IEEE International Conference on Software Engineering (ICSE 2014),
Hyderabad, India. [<a href="https://soarsmu.github.io/papers/icse14-wordsimilarity.pdf" target="_blank">pdf</a>]</p>
<p>Shaowei Wang and David Lo. Version History, Similar Report,
and Structure: Putting Them Together for Improved Bug
Localization, in Proceedings of the 22nd International
Conference on Program Comprehension (ICPC), Hyderabad, India. [<a href="https://soarsmu.github.io/papers/icpc14-localization.pdf" target="_blank">pdf</a>]</p>
<p>Bo Zhou, Xin Xia, David Lo, Cong Tian, and Xinyu Wang.
Towards More Accurage Content Categorization of API Discussions, in
Proceedings of the 22nd International Conference on Program
Comprehension (ICPC), Hyderabad, India. [<a href="https://soarsmu.github.io/papers/icpc14-apidiscussion.pdf" target="_blank">pdf</a>]</p>
<p>Ferdian Thung, David Lo, Mohd Hafeez Osman, and Michel R.V.
Chaudron. Condensing Class Diagrams by Analyzing Design and Network
Metrics using Optimistic Classification", in Proceedings of the 22nd
International Conference on Program Comprehension (ICPC), Hyderabad,
India. [<a href="https://soarsmu.github.io/papers/icpc14-condensing.pdf" target="_blank">pdf</a>]</p>
<p>Xin Xia, David Lo, Xingen Wang, Chenyi Zhang, and Xinyu
Wang. Cross-Language Bug Localization, in Proceedings of the 22nd
International Conference on Program Comprehension (ICPC), Hyderabad,
India. [<a href="https://soarsmu.github.io/papers/icpc14-cross.pdf" target="_blank">pdf</a>]</p>
<p>Pavneet Singh Kochhar, Tien-Duy B. Le, and David Lo. It's
Not a Bug, It's a Feature: Does Misclassification Affect Bug
Localization?, in Proceedings of the 11th Working Conference on Mining
Software Repository (MSR 2014), Hyderabad, India. [<a href="https://soarsmu.github.io/papers/msr14-misclassification.pdf" target="_blank">pdf</a>]</p>
<p>Wei Gong, Ee-Peng Lim, Feida Zhu, Palakorn Achananuparp,
and David Lo. On Finding the Point Where There is No Return: Turning
Point Mining on Game Data, in Proceedings of SIAM International
Conference on Data Mining (SDM 2014), Philadelphia, USA. [<a href="https://soarsmu.github.io/papers/sdm14.pdf" target="_blank">pdf</a>]</p>
<p>Xiaoqiong Zhao, Xin Xia, Pavneet Singh Kochhar, David Lo,
and Shanping Li. An Empirical Study of Bugs in Build Process, in
Proceedings of the 29th ACM Symposium on Applied Computing (SAC 2014),
Geongju, Korea. [<a href="https://soarsmu.github.io/papers/sac14-empirical.pdf" target="_blank">pdf</a>]</p>
<p>Xin Xia, David Lo, Xinyu Wwang, and Bo Zhou. Build System
Analysis with Link Prediction, in Proceedings of the 29th ACM Symposium
on Applied Computing (SAC 2014), Geongju, Korea. [<a href="https://soarsmu.github.io/papers/sac14-empirical.pdf" target="_blank">pdf</a>] </p>
<p>Xin Xia, David Lo, Ming Wen, Emad Shihab, and Bo Zhou. An
Empirical Study of Bug Report Field Reassignment, in Procedings of
theJoint Meeting of the 18th European Conference on Software
Maintenance
and Reengineering and the 21st Working Conference on Reverse
Engineering (CSMR-WCRE 2014), Antwerp, Belgium. [<a href="https://soarsmu.github.io/papers/csmr-wcre14-empirical.pdf" target="_blank">pdf</a>]</p>
<p>Xin Xia, Feng Yang, David Lo, Zhenyu Chen, and Xinyu Wang.
Towards More Accurate Multi-Label Software Behavior Learning, in
Proceedings of the Joint Meeting of the 18th European Conference on
Software Maintenance
and Reengineering and the 21st Working Conference on Reverse
Engineering (CSMR-WCRE 2014), Antwerp, Belgium. [<a href="https://soarsmu.github.io/papers/csmr-wcre14-multilabel.pdf" target="_blank">pdf</a>]</p>
<p>Tian Yuan, David Lo, and Julia Lawall. Automated
Construction of a Software-Specific Word Similarity Database, in
Proceedings of the Joint Meeting of the 18th European Conference on
Software Maintenance and Reengineering and the 21st Working Conference
on Reverse Engineering (CSMR-WCRE 2014), Antwerp, Belgium. [<a href="https://soarsmu.github.io/papers/csmr-wcre14-wordsim.pdf" target="_blank">pdf</a>]</p>
<br>
<h3>2013</h3>
<p>Dirk Fahland, Shahar Maoz, and David Lo. Mining
Branching-Time Scenarios, in Proceedings of the 28th IEEE/ACM
International Conference on Automated Software Engineering (ASE 2013),
Palo Alto, USA. [<a href="https://soarsmu.github.io/papers/ase13-branchingtime.pdf" target="_blank">pdf</a>]</p>
<p>Ferdian Thung, David Lo, and Julia Lawall. Automatic
Recommendation of API Methods from Feature Requests, in Proceedings of
the 28th IEEE/ACM International Conference on Automated Software
Engineering (ASE 2013), Palo Alto, USA. [<a href="https://soarsmu.github.io/papers/ase13-recommend.pdf" target="_blank">pdf</a>]</p>
<p>Tegawende F. Bissyande, David Lo, Lingxiao Jiang, Laurent
Reveillere, Jacques Klein and Yves Le Traon. Got Issues? Who Cares
About It? A Large Scale Investigation of Issue Trackers from GitHub, in
Proceedings of the 24th International Symposium on Software Reliability
Engineering (ISSRE 2013), Pasadena, USA. [<a href="https://soarsmu.github.io/papers/issre13.pdf" target="_blank">pdf</a>]</p>
<p>Xin Xia, David Lo, Xinyu Wang, and Bo Zhou. Accurate
Developer Recommendation for Bug Resolution, in Proceedings of the 20th
Working Conference on Reverse Engineering (WCRE 2013), Koblenz,
Germany. [<a href="https://soarsmu.github.io/papers/wcre13-devrecommend.pdf" target="_blank">pdf</a>]</p>
<p>Ferdian Thung, David Lo, and Lingxiao Jiang. Automatic
Recovery of Root Causes from Bug Fixing Changes, in
Proceedings of the 20th Working Conference on Reverse Engineering (WCRE
2013), Koblenz, Germany. [<a href="https://soarsmu.github.io/papers/wcre13-rootcause.pdf" target="_blank">pdf</a>]</p>
<p>Ferdian Thung, David Lo, and Julia Lawall. Automated
Library Recommendation, in Proceedings of the 20th Working Conference
on Reverse Engineering (WCRE 2013), Koblenz, Germany. [<a href="https://soarsmu.github.io/papers/wcre13-librecommend.pdf" target="_blank">pdf</a>]</p>
<p>Yuan Tian, David Lo, and Chengnian Sun. DRONE: Predicting
Priority of Reported Bugs by Multi-Factor Analysis, in
Proceedings of the 29th International Conference on Software
Maintenance (ICSM 2013), Eindhoven, Netherlands. [<a href="https://soarsmu.github.io/papers/icsm13-priority.pdf" target="_blank">pdf</a>]</p>
<p>Tien-Duy B. Le, and David Lo. Will Fault Localization Work
for These Failures? An Automated Approach to Predict Effectiveness of
Fault Localization Tools, in Proceedings of the 29th International
Conference on Software Maintenance (ICSM 2013), Eindhoven, Netherlands.
[<a href="https://soarsmu.github.io/papers/icsm13-localization.pdf" target="_blank">pdf</a>]</p>
<p>Tien-Duy B. Le, Shaowei Wang, and David Lo.
Multi-Abstraction Concern Localization, in Proceedings of the 29th IEEE
International Conference on Software Maintenance (ICSM 2013),
Eindhoven, Netherlands. [<a href="https://soarsmu.github.io/papers/icsme13-multiabstraction.pdf" target="_blank">pdf</a>]</p>
<p>Tien-Duy B. Le, Ferdian Thung, and David Lo. Theory and
Practice, Do They Match? A Case with Spectrum-Based Fault Localization,
in Proceedings of the 29th International Conference on Software
Maintenance (ICSM 2013), Eindhoven, Netherlands. [<a href="https://soarsmu.github.io/papers/icsm13-theory.pdf" target="_blank">pdf</a>]</p>
<p>Chun Yew Cheong, Huynh Phung Huynh, David Lo, and Rick Siow
Mong Goh. Hierarchical Parallel Algorithm for Modularity-Based
Community Detection using GPUs, in Proceedings of the 19th European
Conference on Parallel Processing (EuroPar 2013), Aachen, Germany. [<a href="https://soarsmu.github.io/papers/europar13.pdf" target="_blank">pdf</a>]</p>
<p>Tegawende F. Bissyande, Ferdian Thung, David Lo, Lingxiao
Jiang, and Laurent Reveillere. Popularity, Interoperability, and Impact
of Programming Languages in 100,000 Open Source Projects, in
Proceedings of the 37th Annual International Computer Software and
Applications Conference (COMPSAC 2013), Kyoto, Japan. [<a href="https://soarsmu.github.io/papers/compsac13.pdf" target="_blank">pdf</a>]</p>
<p>Ee-Peng Lim, Denzil Correa, David Lo, Michael Finegold, and
Feida Zhu. Reviving Dormant Ties in an Online Social Network
Experiment, in Proceedings of the 7th International AAAI Conference on
Weblogs and Social Media (ICWSM 2013), Boston, USA. [<a href="https://soarsmu.github.io/papers/icwsm13.pdf" target="_blank">pdf</a>]</p>
<p>Xin Xia, David Lo, Feng Zhu, Xinyu Wang, and Bo Zhou.
Software Internationalization and Localization: An Industrial
Experience, in Proceedings of the 18th International Conference on
Engineering of Complex Computer Systems (ICECCS 2013), Singapore. [<a href="https://soarsmu.github.io/papers/iceccs13-internationalization.pdf" target="_blank">pdf</a>]</p>
<p>Tegawende F. Bissyande, Ferdian Thung, David Lo, Lingxiao
Jiang, and
Laurent Reveillere. Orion: A Software Project Search Engine with
Integrated Diverse Software Artifacts, in Proceedings ofthe 18th IEEE
International Conference on Engineering of Complex Computer Systems
(ICECCS 2013), Singapore. [<a href="https://soarsmu.github.io/papers/iceccs13-projectsearch.pdf" target="_blank">pdf</a>].</p>
<p>Pavneet S. Kochhar, Tegawende F. Bissyande, David Lo, and
Lingxiao Jiang. An Empirical Study of Adoption of Software Testing in
Open Source Projects, in Proceedings of the 13th International
Conference on Software Quality (QSIC 2013), Nanjing, China. [<a href="https://soarsmu.github.io/papers/qsic13.pdf" target="_blank">pdf</a>]</p>
<p>Xin Xia, Xiaozhen Zhou, David Lo, and Xiaoqiong Zhao. An
Empirical Study of Bugs in Software Build Systems, in Proceedings of
the 13th International Conference on Software Quality (QSIC 2013),
Nanjing, China. [pdf]</p>
<p>Ming Gao, Ee-Peng Lim, and David Lo. R-Energy for
Evaluating Robustness of Dynamic Networks, in Proceedings of the 5th
ACM
Web Science Conference (WebSci 2013), Paris, France. [<a href="https://soarsmu.github.io/papers/websci13.pdf" target="_blank">pdf</a>]</p>
<p>Xin Xia, David Lo, Xinyu Wang, and Bo Zhou. Tag
Recommendation in Software Information Sites, in Proceedings of the
10th Working Conference on Mining Software Repositories (MSR 2013), San
Francisco, USA. [<a href="https://soarsmu.github.io/papers/msr13.pdf" target="_blank">pdf</a>]</p>
<p>Yasuko Matsubara, Evangelos Papalexakis, Lei Li, David Lo,
Yasushi Sakurai, and Christos Faloutsos. F-Trail: Finding Patterns in
Taxi Trajectories, in Proceedings of the 17th Pacific-Asia Conference
on Knowledge Discovery and Data Mining (PAKDD 2013), Gold Coast,
Australia. [<a href="https://soarsmu.github.io/papers/pakdd13.pdf" target="_blank">pdf</a>]</p>
<p>Didi Surian, Yuan Tian, David Lo, Hong Cheng, and Ee-Peng
Lim. Predicting Project Outcome Leverating Socio-Technical Network
Patterns, in Proceedings of the 17th European Conference on Software
Maintenance and Reengineering (CSMR 2013), Genova, Italy. [<a href="https://soarsmu.github.io/papers/csmr13-outcome.pdf" target="_blank">pdf</a>]</p>
<p>Tegawende F. Bissyande, Ferdian Thung, Shaowei Wang, David
Lo, Lingxiao Jiang, and Laurent Reveillere. Empirical Evaluation on Bug
Linking, in Proceedings of the 17th European Conference on
Software Maintenance and Reengineering (CSMR 2013), Genova, Italy. [<a href="https://soarsmu.github.io/papers/csmr13-linking.pdf" target="_blank">pdf</a>]</p>
<p>Shaowei Wang, David Lo, and Lingxiao Jiang. Understanding
Widespread Changes: A Taxonomic Study, in Proceedings of the 17th
European Conference on Software Maintenance and Reengineering (CSMR
2013), Genova, Italy. [<a href="https://soarsmu.github.io/papers/csmr13-widespread.pdf" target="_blank">pdf</a>]</p>
<p>Pavneet Singh Kochhar, Tegawended F. Bissyande, David Lo,
and Lingxiao Jiang. Adoption of Software Testing in Open Source
Projects - A Preliminary Study on 50,000 Projects, in Proceedings of
the 17th European
Conference on Software Maintenance and Reengineering (CSMR 2013),
Genova, Italy. [<a href="https://soarsmu.github.io/papers/csmr13-testing.pdf" target="_blank">pdf</a>]</p>
<p>Ferdian Thung, David Lo, and Lingxiao Jiang. Network
Structure of Social Coding in GitHub, in Proceedings of the 17th
European
Conference on Software Maintenance and Reengineering (CSMR 2013),
Genova, Italy. [<a href="https://soarsmu.github.io/papers/csmr13-networkstructure.pdf" target="_blank">pdf</a>]</p>
<p>Xin Xia, David Lo, Xinyu Wang, Xiaohu Yang, Shanping Li,
and Jianling Sun. A Comparative Study of Supervised Learning Algorithms
for Re-Opened Bug Prediction, in Proceedings of the 17th European
Conference on Software Maintenance and Reengineering (CSMR 2013),
Genova, Italy. [<a href="https://soarsmu.github.io/papers/csmr13-reopened.pdf" target="_blank">pdf</a>]</p>
<p>Shaowei Wang, David Lo, and Lingxiao Jiang. An Empirical
Study on Developer Interactions in StackOverflow, in Proceedings of the
28th ACM Symposium on Applied Computing (SAC 2013), Coimbra, Portugal.
[<a href="https://soarsmu.github.io/papers/sac13.pdf" target="_blank">pdf</a>]</p>
<br>
<h3>2012</h3>
<p>Ferdian Thung, David Lo, and Lingxiao Jiang. Diffusion of
Software Features: An Exploratory Study, in Proceedings of the 19th
Asia-Pacific Software Engineering Conference (APSEC 2012), Hong Kong,
China. [<a href="https://soarsmu.github.io/papers/apsec12.pdf" target="_blank">pdf</a>]</p>
<p>Wing-Kwan Chan, Hong Cheng, and David Lo. Searching
Connected API Subgraph via Text Phrases, in Proceedings of the 20th ACM
International Symposium on the Foundations of Software Engineering (FSE
2012), Cary, USA. [<a href="https://soarsmu.github.io/papers/fse12.pdf" target="_blank">pdf</a>]</p>
<p>Ferdian Thung, Shaowei Wang, David Lo, and Lingxiao Jiang.
An Empirical Study of Bugs in Machine Learning Systems, in Proceedings
of the 23rd IEEE International Symposium on Software Reliability
Engineering (ISSRE 2012), Dallas, Texas, USA. [<a href="https://soarsmu.github.io/papers/issre12.pdf" target="_blank">pdf</a>]</p>
<p>Wei Gong, Ee-Peng Lim, Feida Zhu, Achananuparp Palakorn,
David Lo, and Chong Tat Freddy Chua. In-Game Action List Segmentation
and Labeling in Real-Time Strategy Games, in Proceedings of the 8th
IEEE Conference on Computational Intelligence and Games (CIG 2012),
Granada, Spain. [<a href="https://soarsmu.github.io/papers/cig12.pdf" target="_blank">pdf</a>]</p>
<p>Liang Gong, David Lo, Lingxiao Jiang, and Hongyu Zhang.
Diversity Maximization Speedup for Fault Localization, in Proceedings
of the 27th IEEE/ACM International Conference on Automated Software
Engineering (ASE 2012), Essen, Germany. [<a href="https://soarsmu.github.io/papers/ase12-diversity.pdf" target="_blank">pdf</a>]</p>
<p>Ferdian Thung, Lucia, David Lo, Lingxiao Jiang, Premkumar
Devanbu, and Foyzur Rahman. To What Extent Could We Detect Field
Defects? An Empirical Study of False Negatives in Static Bug Finding
Tools, in Proceedings of the 27th IEEE/ACM International Conference on
Automated Software Engineering (ASE 2012), Essen, Germany. [<a href="https://soarsmu.github.io/papers/ase12-falsenegative.pdf" target="_blank">pdf</a>]</p>
<p>Anh Tuan Nguyen, Tung Nguyen, Tien Nguyen, David Lo, and
Chengnian Sun. Duplicate Bug Report Detection with a Combination of
Information Retrieval and Topic Modeling, in Proceedings of
the 27th IEEE/ACM International Conference on Automated Software
Engineering (ASE 2012), Essen, Germany. [<a href="https://soarsmu.github.io/papers/ase12-duplicate.pdf" target="_blank">pdf</a>]</p>
<p>Lucia, David Lo, Lingxiao Jiang, and Aditya Budi.
kbe-anonymity: Test Data Anonymization for Evolving Programs, in
Proceedings of the 27th IEEE/ACM International Conference on Automated
Software Engineering (ASE 2012), Essen, Germany. [<a href="https://soarsmu.github.io/papers/ase12-anonymization.pdf" target="_blank">pdf</a>]</p>
<p>Achananuparp Palakorn, Nelman Lubis Ibrahim, Yuan Tian,
David Lo, and Ee-Peng Lim. Observatory of Trends in Software Related
Microblogs, in Proceedings of the 27th IEEE/ACM International
Conference on Automated Software Engineering (ASE 2012), Essen,
Germany. [<a href="https://soarsmu.github.io/papers/ase12-twitter.pdf" target="_blank">pdf</a>]</p>
<p>Jesper Andersen, Anh Cuong Nguyen, David Lo, Julia Lawall,
and Siau-Cheng Khoo. Semantic Patch Inference, in Proceedings of the
27th IEEE/ACM International Conference on Automated Software
Engineering (ASE 2012), Essen, Germany. [<a href="https://soarsmu.github.io/papers/ase12-spdiff.pdf" target="_blank">pdf</a>]</p>
<p>Liang Gong, David Lo, Lingxiao Jiang, and Hongyu Zhang.
Interactive Fault Localization Leveraging Simple User Feedbacks, in
Proceedings of the 28th IEEE International Conference on Software
Maintenance (ICSM 2012), Riva del Garda, Trento, Italy. [<a href="https://soarsmu.github.io/papers/icsm12-interactive.pdf" target="_blank">pdf</a>] </p>
<p>Ferdian Thung, David Lo, Lingxiao Jiang, Lucia, Foyzur
Rahman, and Premkumar Devanbu. When Would This Bug Get Reported?, in
Proceedings of the 28th IEEE International Conference on Software
Maintenance (ICSM 2012), Riva del Garda, Trento, Italy. [<a href="https://soarsmu.github.io/papers/icsm12-latency.pdf" target="_blank">pdf</a>] </p>
<p>Philips Kokoh Prasetyo, David Lo, Achananuparp Palakorn,
Tian Yuan, and Ee-Peng Lim. Automatic Classification of Software
Related Microblogs, in Proceedings of the 28th IEEE International
Conference on Software Maintenance (ICSM 2012), Riva del Garda, Trento,
Italy. [<a href="https://soarsmu.github.io/papers/icsm12-microblogs.pdf" target="_blank">pdf</a>] </p>
<p>Ferdian Thung, David Lo, and Lingxiao Jiang. Detecting
Similar Applications with Collaborative Tagging, in Proceedings of the
28th IEEE International Conference on Software Maintenance (ICSM 2012),
Riva del Garda, Trento, Italy. [<a href="https://soarsmu.github.io/papers/icsm12-similarapps.pdf" target="_blank">pdf</a>] </p>
<p>Shaowei Wang, David Lo, and Lingxiao Jiang. Inferring
Semantically Related Software Terms and Their Taxonomy by Leveraging
Collaborative Tagging, in Proceedings of the 28th IEEE International
Conference on Software Maintenance (ICSM 2012), Riva del Garda, Trento,
Italy. [<a href="https://soarsmu.github.io/papers/icsm12-taxonomy.pdf" target="_blank">pdf</a>] </p>
<p>Ferdian Thung, David Lo and Lingxiao Jiang. Automatic
Defect Categorization, in Proceedings of the 19th Working Conference on
Reverse Engineering (WCRE 2012), Kingston, Canada. [<a href="https://soarsmu.github.io/papers/wcre12-defect.pdf" target="_blank">pdf</a>]</p>
<p>Yuan Tian, David Lo, and Chengnian Sun. Information
Retrieval Based Nearest Neighbor Classification for Fine-Grained Bug
Severity Prediction, in Proceedings of the 19th Working Conference on
Reverse Engineering (WCRE 2012), Kingston, Canada. [<a href="https://soarsmu.github.io/papers/wcre12-severity.pdf" target="_blank">pdf</a>]</p>
<p>Richard Jayadi Oentaryo, Ee-Peng Lim, David Lo, Feida Zhu,
and Philip Kokoh Prasetyo. Collective Churn Prediction in Social
Network, in Proceedings of the 4th International Conference on Advances
in Social Networks Analysis and Mining (ASONAM 2012), Istanbul, Turkey.
[<a href="https://soarsmu.github.io/papers/asonam12.pdf" target="_blank">pdf</a>]</p>
<p>Tian Yuan, Julia Lawall, and David Lo. Identifying Linux
Bug Fixing Patches, in Proceedings of the 34th ACM/IEEE International
Conference on Software Engineering (ICSE 2012), Zurich, Switzerland.
June 2-9, 2012. [<a href="https://soarsmu.github.io/papers/icse12-patch.pdf" target="_blank">pdf</a>]</p>
<p>Lucia, David Lo, and Lingxiao Jiang. Active Refinement of
Clone Anomaly Reports, in Proceedings of the 34th ACM/IEEE
International Conference on Software Engineering (ICSE 2012), Zurich,
Switzerland. June 2-9, 2012. [<a href="https://soarsmu.github.io/papers/icse12-interactive.pdf" target="_blank">pdf</a>]</p>
<p>Jian Zhou, Hongyu Zhang, and David Lo. Where Should the
Bugs be Fixed? - More Accurate Information-Retrieval-Based Bug
Localization based on Bug Reports, in Proceedings of the 34th ACM/IEEE
International Conference on Software Engineering (ICSE 2012), Zurich,
Switzerland. June 2-9, 2012. [<a href="https://soarsmu.github.io/papers/icse12-localization.pdf" target="_blank">pdf</a>]</p>
<p>Sandeep Kumar, Siau-Cheng Khoo, Abhik Roychoudhury, and
David Lo. Inferring Class Level Specifications for Distributed Systems,
in Proceedings of the 34th ACM/IEEE International Conference on
Software Engineering (ICSE 2012), Zurich, Switzerland. June 2-9, 2012.
[<a href="https://soarsmu.github.io/papers/icse12-symbolic.pdf" target="_blank">pdf</a>]</p>
<p>Lucia, Ferdian Thung, David Lo, and Lingxiao Jiang. Are
Faults Localizable?, in Proceedings of the 9th Working Conference on
Mining Software Repository (MSR 2012), Zurich,
Switzerland. June 2-3, 2012. [<a href="https://soarsmu.github.io/papers/msr12-fault.pdf" target="_blank">pdf</a>]</p>
<p>Yuan Tian, Palakorn Achananuparp, Ibrahim Nelman Lubis,
David Lo, and Ee-Peng Lim. What Does Software Engineering Community
Microblog About?, in Proceedings of the 9th Working Conference on
Mining
Software Repository (MSR 2012), Zurich, Switzerland. June
2-3, 2012.
[<a href="https://soarsmu.github.io/papers/msr12-twitter.pdf" target="_blank">pdf</a>]</p>
<p>Gengxin Miao, Shu Tao, Winnie Cheng, Randy Moulic, Louise
E. Moser, David Lo, and Xifeng Yan. Understanding Task-Driven
Information Flow in Collaborative Networks, in Proceedings of the
21st World Wide Web Conference (WWW 2012), Lyon, France,
April 16-20, 2012. [<a href="https://soarsmu.github.io/papers/www12.pdf" target="_blank">pdf</a>]</p>
<p>Tian Yuan, Chengnian Sun, and David Lo. Improved Duplicate
Bug Report Identification, in Proceedings of the 15th European
Conference on Software Maintenance and Reengineering (CSMR 2012),
Szeged, Hungary. March 27-30, 2012. [<a href="https://soarsmu.github.io/papers/csmr12.pdf" target="_blank">pdf</a>] </p>
<p>Payas Gupta, Tan Kiat Wee, Narayan Ramasubbu, David Lo,
Debin Gao, and Rajesh Krishna Balan. HuMan: Creating Memorable
Fingerprints of Mobile Users, in Proceedings of the 10th International
Conference on Pervasive Computing and Communications (PerCom 2012),
Lugano, Switzerland. March 19-23, 2012. [<a href="https://soarsmu.github.io/papers/percom12.pdf" target="_blank">pdf</a>]</p>
<br>
<h3>2011</h3>
<p>David Lo, Hong Cheng, and Xiaoyin Wang. Bug Signature
Minimization and Fusion, in Proceedings of the 13th IEEE International
High Assurance Systems Engineering Symposium (HASE 2011), Boca Raton,
USA. November, 2011. [<a href="https://soarsmu.github.io/papers/hase11.pdf" target="_blank">pdf</a>]</p>
<p>Chengnian Sun, David Lo, Siau-Cheng Khoo, Jing Jiang.
Towards More Accurate Retrieval of Duplicate Bug Reports, in
Proceedings of the 26th IEEE/ACM International Conference on Automated
Software Engineering (ASE 2011). Lawrence, USA. November, 2011. [<a href="https://soarsmu.github.io/papers/ase11-duplicate.pdf" target="_blank">pdf</a>]</p>
<p>Swapna Gottipati, David Lo, and Jing Jiang. Finding
Relevant Answers in Software Forums, in Proceedings of the 26th
IEEE/ACM International Conference on Automated Software Engineering
(ASE 2011). Lawrence, USA. November, 2011. [<a href="https://soarsmu.github.io/papers/ase11-answer.pdf" target="_blank">pdf</a>]</p>
<p>Shaowei Wang, David Lo, Lingxiao Jiang, Lucia, and Hoong
Chuin Lau. Search-Based Fault Localization, in Proceedings of the 26th
IEEE/ACM International Conference on Automated Software Engineering
(ASE 2011). Lawrence, USA. November, 2011. [<a href="https://soarsmu.github.io/papers/ase11-search.pdf" target="_blank">pdf</a>]</p>
<p>David Lo, Didi Surian, Kuan Zhang and Ee-Peng Lim. Mining
Direct Antagonistic Communities in Explicit Trust Networks, in
Proceedings of the 20th ACM International Conference on Information and
Knowledge Management (CIKM 2011). <st1:place w:st="on"><st1:city w:st="on">Glasgow</st1:city>, <st1:country-region w:st="on">United Kingdom</st1:country-region></st1:place>.
October 24-38, 2011. [<a href="https://soarsmu.github.io/papers/cikm11.pdf">pdf]</a></p>
<p>Shaowei Wang, David Lo, and Lingxiao Jiang. Code Search via
Topic-Enriched Dependence Graph Matching, in proceedings of the 18th
IEEE Working Conference on Reverse Engineering (WCRE'11)<st1:place w:st="on"><st1:city w:st="on">.
Limerick</st1:city>, <st1:country-region w:st="on">Ireland</st1:country-region></st1:place>.
October 17-21, 2011.[<a href="https://soarsmu.github.io/papers/wcre11-codesearch.pdf" target="_blank">pdf</a><o:p></o:p><o:p></o:p>]</p>
<p>Shaowei
Wang, David Lo, Zhenchang Xing, and Lingxiao Jiang. Concern
Localization using Information Retrieval: An Empirical Study on Linux
Kernel, in proceedings ofthe 18th
IEEE Working Conference on Reverse Engineering (WCRE'11)<st1:place w:st="on"><st1:city w:st="on">.
Limerick</st1:city>, <st1:country-region w:st="on">Ireland</st1:country-region></st1:place>.
October 17-21, 2011. [<a href="https://soarsmu.github.io/papers/wcre11-concern.pdf" target="_blank">pdf</a>]</p>
<p>Didi Surian, Nian Liu, David Lo, Hanghang Tong, Ee-Peng
Lim, and Christos Faloutsos. Recommending People in Developers'
Collaboration Network, in proceedings of the 18th IEEE Working
Conference on Reverse Engineering (WCRE’11). <st1:place w:st="on"><st1:city w:st="on">Limerick</st1:city>,
<st1:country-region w:st="on">Ireland</st1:country-region></st1:place>.
October 17-21, 2011. [<a href="https://soarsmu.github.io/papers/wcre11-recommend.pdf" target="_blank">pdf</a>]</p>
<p>Narcisa A. Milea, Siau-Cheng Khoo, David Lo, and Cristi
Pop. NORT: Runtime Anomaly-based Monitoring of Malicious Behavior for
Windows, in proceedings of the 2nd International Conference on Runtime
Verification (RV 2011). San Francisco, USA. September 27-30, 2011. [<a href="https://soarsmu.github.io/papers/rv11.pdf" target="_blank">pdf</a>]</p>
<p>Aditya Budi, Lucia, David Lo, Lingxiao Jiang, and Shaowei
Wang. Automated Detection of Likely Design Flaws in Layered
Architectures, in proceedings of the 23rd International Conference on
Software Engineering and Knowledge Engineering (SEKE 2011). Miami, USA.
July 7-9, 2011. [<a href="https://soarsmu.github.io/papers/seke11.pdf" target="_blank">pdf</a>]</p>
<p>Feida Zhu, Qiang Qu, David Lo, Xifeng Yan, Jiawei Han, and
Philip S. Yu. Mining Top-K Large Structural Patterns in a Massive
Network, in proceedings of the 37th International Conference on Very
Large Data Bases (VLDB 2011). <st1:place w:st="on"><st1:city w:st="on">Seattle</st1:city>, <st1:country-region w:st="on">USA</st1:country-region></st1:place>.
August 29- September 3, 2011. [<a href="https://soarsmu.github.io/papers/vldb11.pdf" target="_blank">pdf</a>]</p>
<p>Aditya Budi, David Lo, Lingxiao Jiang, and
Lucia.kb-anonymity: A Model for Anonymized Behavior-Preserving Test and
Debugging Data, in Proceedings of the 32nd ACM SIGPLAN Conference on
Programming Language Design and Implementation (PLDI 2011). [Acceptance
Rate: 23%] <st1:place w:st="on"><st1:city w:st="on">San
Jose</st1:city>, <st1:country-region w:st="on">USA</st1:country-region></st1:place>.
June 4-8, 2010. [<a href="https://soarsmu.github.io/papers/pldi11.pdf" target="_blank">pdf</a>]</p>
<p>Sandeep
Kumar, Siau-Cheng Khoo, Abhik Roychoudhury, and David Lo. Mining
Message Sequence Graphs, in Proceedings of the 33rd ACM/IEEE
International Conference on Software Engineering (ICSE 2011). Hawaii,
USA. May, 2011 [<a href="https://soarsmu.github.io/papers/icse11.pdf" target="_blank">pdf</a>]</p>
<p>David Lo and Shahar Maoz. Towards Succinctness in Mining
Scenario-Based Specifications, in Proceedings of the 16th IEEE
International Conference on Engineering of Complex Computer Systems
(ICECCS 2011). Las Vegas, USA. April, 2011. [<a href="https://soarsmu.github.io/papers/iceccs11.pdf" target="_blank">pdf</a>]</p>
<p>David Lo, Bolin Ding, Lucia, and Jiawei Han. Bidirectional
Mining of Non-Redundant Recurrent Rules from a Sequence Database, in
Proceedings of the 27th International Conference on Data Engineering
(ICDE 2011). <st1:place w:st="on"><st1:city w:st="on">Hannover</st1:city>,
<st1:country-region w:st="on">Germany</st1:country-region></st1:place>.
April 11-16, 2010. [<a href="https://soarsmu.github.io/papers/icde11.pdf" target="_blank">pdf</a>]</p>
<p>David Lo, Hong Cheng, and Lucia. Mining Closed
Discriminative Dyadic Sequential Patterns, in Proceedings of the 14th
International Conference on Extending Database Technology (EDBT 2011).
Uppsala, Sweden. March 21-25, 2011. [<a href="https://soarsmu.github.io/papers/edbt11.pdf" target="_blank">pdf</a>]</p>
<p>Lindawati,
Hoong Chuin Lau, and David Lo. Instance-based Parameter Tuning via
Search Trajectory Similarity Clustering, in Proceedings of Learning and
Intelligent Optimization Conference (LION 2011). Rome, Italy. January,
2011. [<a href="https://soarsmu.github.io/papers/lion11.pdf" target="_blank">pdf</a>]</p>
<br>
<h3>2010</h3>
<p>Cane Wing-ki Leung, Ee-Peng Lim, David Lo and Jianshu Weng.
Mining Interesting Link Formation Rules in Social Networks, in
Proceedings of the 19th ACM International Conference on Information and
Knowledge Management (CIKM 2010). <st1:place w:st="on"><st1:city w:st="on">Toronto</st1:city>, <st1:country-region w:st="on">Canada</st1:country-region></st1:place>.
October 26-30, 2010. [<a href="https://soarsmu.github.io/papers/cikm10.pdf" target="_blank">pdf</a>] </p>
<p>Didi Surian, David Lo, and Ee-Peng Lim. Mining
Collaboration Patterns from a Large Developer Network, in proceedings
of the 17th IEEE Working Conference on Reverse Engineering (WCRE 2010).
<st1:place w:st="on"><st1:city w:st="on">Boston</st1:city>,
<st1:country-region w:st="on">USA</st1:country-region></st1:place>.
October 13-16, 2010. [<a href="https://soarsmu.github.io/papers/wcre10.pdf" target="_blank">pdf</a>]</p>
<p>Xiaoyin Wang, David Lo, Jiefeng Cheng, Lu Zhang, Hong Mei,
and Jeffrey Xu Yu. Matching dependence-related queries in the system
dependence graph, in proceedings of the 25th IEEE/ACM International
Conference on Automated Software Engineering (ASE 2010). <st1:place w:st="on"><st1:city w:st="on">Antwerp</st1:city>,
<st1:country-region w:st="on">Belgium</st1:country-region></st1:place>.
September 20-24, 2010. [<a href="https://soarsmu.github.io/papers/ase10-codesearch.pdf" target="_blank">pdf</a>] </p>
<p>David Lo and Shahar Maoz. Scenario-based and value-based
specification mining: better together, in proceedings of the 25th
IEEE/ACM International Conference on Automated Software Engineering
(ASE 2010). <st1:place w:st="on"><st1:city w:st="on">Antwerp</st1:city>,
<st1:country-region w:st="on">Belgium</st1:country-region></st1:place>.
September 20-24, 2010. [<a href="https://soarsmu.github.io/papers/ase10-lsc.pdf" target="_blank">pdf</a>] </p>
<p>Julia L. Lawall and David Lo. An automated approach for
finding variable-constant pairing bugs, in proceedings of the 25th
IEEE/ACM International Conference on Automated Software Engineering
(ASE 2010). <st1:place w:st="on"><st1:city w:st="on">Antwerp</st1:city>,
<st1:country-region w:st="on">Belgium</st1:country-region></st1:place>.
September 20-24, 2010. [<a href="https://soarsmu.github.io/papers/ase10-bugs.pdf" target="_blank">pdf</a>] </p>
<p>Lucia, David Lo, Lingxiao Jiang, and Aditya Budi.
Comprehensive Evaluation of Association Measures for
Fault-Localization, in proceedings of the 26th IEEE International
Conference on Software Maintenance (ICSM 2010). <st1:place w:st="on"><st1:city w:st="on">Timisoara</st1:city>, <st1:country-region w:st="on">Romania</st1:country-region></st1:place>.
September 12-18, 2010. [<a href="https://soarsmu.github.io/papers/icsm10.pdf" target="_blank">pdf</a>] </p>
<p>Kuan Zhang, David Lo, and Ee-Peng Lim. Mining Antagonistic
Communities from Social Networks, in proceedings of the 14th
Pacific-Asia Conference on Advances in Knowledge Discovery and Data
Mining (PAKDD 2010). <st1:place w:st="on"><st1:city w:st="on">Hyderabad</st1:city>, <st1:country-region w:st="on">India</st1:country-region></st1:place>.
June 21-24, 2010. [<a href="https://soarsmu.github.io/papers/pakdd10.pdf" target="_blank">pdf</a>] </p>
<p>Tuan-Anh Doan, David Lo, Shahar Maoz, and Siau-Cheng Khoo.
LM: a miner for scenario-based specifications, in proceedings of the
32nd ACM/IEEE International Conference on Software Engineering
(ICSE 2010). <st1:place w:st="on"><st1:city w:st="on">Cape
Town</st1:city>, <st1:country-region w:st="on">South
Africa</st1:country-region></st1:place>.
May 1-8, 2010. [<a href="https://soarsmu.github.io/papers/icse10-tool.pdf" target="_blank">pdf</a>]</p>
<p>Chengnian Sun, David Lo, Xiaoyin Wang, Jing Jiang, and
Siau-Cheng Khoo. A discriminative model approach for accurate duplicate
bug report retrieval, in proceedings of the 32nd ACM/IEEE International
Conference on Software Engineering (ICSE 2010). <st1:place w:st="on"><st1:city w:st="on">Cape Town</st1:city>, <st1:country-region w:st="on">South Africa</st1:country-region></st1:place>.
May 1-8, 2010. [<a href="https://soarsmu.github.io/papers/icse10.pdf" target="_blank">pdf</a>] </p>
<br>
<h3>2009</h3>
<p>David Lo and Shahar Maoz. Mining Hierarchical
Scenario-Based Specifications, in proceedings of the 24th IEEE/SIGSOFT
International Conference on Automated Software Engineering (ASE 2009). <st1:place w:st="on"><st1:city w:st="on">Auckland</st1:city>,
<st1:country-region w:st="on">New Zealand</st1:country-region></st1:place>.
Nov 16-20, 2009. [<a href="https://soarsmu.github.io/papers/ase09.pdf" target="_blank">pdf</a>] </p>
<p>David Lo, Ganesan Ramalingam, Venkatesh-Prasad Ranganath,
and Kapil Vaswani. Mining Quantified Temporal Rules: Formalism,
Algorithms, and Evaluation, in Proceedings of the 16th Working
Conference on Reverse Engineering (WCRE 2009), <st1:place w:st="on"><st1:city w:st="on">Lille</st1:city>, <st1:country-region w:st="on">France</st1:country-region></st1:place>.
Oct 13-16, 2009 [<a href="https://soarsmu.github.io/papers/wcre09.pdf" target="_blank">pdf</a>] </p>
<p>David Lo, Leonardo Mariani, and Mauro Pezze. Automatic
Steering of Behavioral Model Inference, in Proceedings of the 7th joint
meeting of the European Software Engineering Conference and the ACM
SIGSOFT Symposium on the Foundations of Software Engineering
(ESEC-FSE 2009), Amsterdam, The Netherlands. Aug 24-28, 2009 [<a href="https://soarsmu.github.io/papers/fse09.pdf" target="_blank">pdf</a>] </p>
<p>Xiaoyin Wang, David Lo, Jiang Jing, Lu Zhang, and Hong Mei.
Extracting Paraphrases of Technical Terms from Noisy Parallel Software
Corpora. In Proceedings of the Joint conference of the 47th Annual
Meeting of the Association for Computational Linguistics and the 4th
International Joint Conference on Natural Language Processing of the
Asian Federation of Natural Language Processing (ACL-IJCNALP 2009),
Singapore. Aug 2-7, 2009 [<a href="https://soarsmu.github.io/papers/acl09.pdf" target="_blank">pdf</a>] </p>
<p>Hong Cheng, David Lo, Yang Zhou, Xiaoyin Wang, and Xifeng
Yan. Identifying Bug Signatures using Discriminative Graph Mining. In
Proceedings of the ACM SIGSOFT International Symposium on Software
Testing and Analysis (ISSTA 2009), <st1:city w:st="on">Chicago</st1:city>,
<st1:country-region w:st="on"><st1:place w:st="on">USA</st1:place></st1:country-region>.
July 20-24, 2009 [<a href="https://soarsmu.github.io/papers/issta09.pdf" target="_blank">pdf</a>] </p>
<p>David Lo, Hong Cheng, Jiawei Han, Siau-Cheng Khoo, and
Chengnian Sun. Classification of Software Behaviors for Failure
Detection: A Discriminative Pattern Mining Approach. In Proceedings of
the 15th ACM SIGKDD Conference on Knowledge Discovery and Data Mining
(KDD 2009), <st1:place w:st="on"><st1:city w:st="on">Paris</st1:city>,
<st1:country-region w:st="on">France</st1:country-region></st1:place>.
June 28-July 1, 2009 [<a href="https://soarsmu.github.io/papers/kdd09.pdf" target="_blank">pdf</a>] </p>
<p>Bolin Ding, David Lo, Jiawei Han and Siau-Cheng Khoo.
Efficient Mining of Closed Repetitive Gapped Subsequences from a
Sequence Database. In Proceedings of the 25th International Conference
on Data Engineering (ICDE 2009), <st1:place w:st="on"><st1:city w:st="on">Shanghai</st1:city>, <st1:country-region w:st="on">China</st1:country-region></st1:place>.
March 29-April 4, 2009 [<a href="https://soarsmu.github.io/papers/icde09.pdf" target="_blank">pdf</a>] </p>
<br>
<h3>2008</h3>
<p>David Lo and Shahar Maoz. Mining Scenario-Based Triggers
and Effects. In proceedings of the 23rd IEEE/SIGSOFT International
Conference on Automated Software Engineering (ASE 2008). <st1:city w:st="on">L'Aquila</st1:city>, <st1:country-region w:st="on"><st1:place w:st="on">Italy</st1:place></st1:country-region>.
September 15-19, 2008. [<a href="https://soarsmu.github.io/papers/ase08.pdf" target="_blank">pdf</a>] </p>
<p>David Lo, Siau-Cheng Khoo and Chao Liu. Efficient Mining of
Recurrent Rules from a Sequence Database. In proceedings of the 13rd
International Conference on Database Systems for Advance Applications
(DASFAA 2008). <st1:place w:st="on"><st1:city w:st="on">New
Delhi</st1:city>, <st1:country-region w:st="on">India</st1:country-region></st1:place>.
March 19-21, 2008. [<a href="https://soarsmu.github.io/papers/dasfaa08.pdf" target="_blank">pdf</a>] </p>
<p>David Lo, Siau-Cheng Khoo and Jinyan Li. Mining and Ranking
Generators of Sequential Patterns. In proceedings of the 8th SIAM
International Conference on Data Mining (SDM 2008). <st1:place w:st="on"><st1:city w:st="on">Atlanta</st1:city>,
<st1:country-region w:st="on">USA</st1:country-region></st1:place>.
April 24-26, 2008. [<a href="https://soarsmu.github.io/papers/sdm08.pdf" target="_blank">pdf</a>] </p>
<br>
<h3>2007</h3>
<p>David Lo, Shahar Maoz and Siau-Cheng Khoo. Mining Modal
Scenario-based Specifications from Execution Traces of Reactive
Systems. In proceedings of the 22nd IEEE/SIGSOFT International
Conference on Automated Software Engineering (ASE 2007). <st1:place w:st="on"><st1:city w:st="on">Atlanta</st1:city>,
<st1:country-region w:st="on">Georgia</st1:country-region></st1:place>.
Nov 5-9, 2007. [<a href="https://soarsmu.github.io/papers/ase07.pdf" target="_blank">pdf</a>] </p>
<p>David Lo, Siau-Cheng Khoo and Chao Liu. Efficient Mining of
Iterative Patterns for Software Specification Discovery. In proceedings
of the 13th SIGKDD International Conference on Knowledge Discovery and
Data Mining (KDD 2007). <st1:place w:st="on"><st1:city w:st="on">San Jose</st1:city>, <st1:state w:st="on">California</st1:state></st1:place>.
Aug 12-15, 2007. [<a href="https://soarsmu.github.io/papers/kdd07.pdf" target="_blank">pdf</a>] </p>
<br>
<h3>2006</h3>
<p>David Lo and Siau-Cheng Khoo. SMArTIC: Towards Building an
Accurate, Robust and Scalable Specification Miner. In proceedings of
the 14th SIGSOFT Symposium on Foundation of Software Engineering
(FSE 2006). <st1:place w:st="on"><st1:city w:st="on">Portland</st1:city>,
<st1:state w:st="on">Oregon</st1:state></st1:place>.
Nov 5-11, 2006. [<a href="https://soarsmu.github.io/papers/fse06.pdf" target="_blank">pdf</a>] </p>
<p>David Lo and Siau-Cheng Khoo. QUARK: Empirical Assessment
of Automaton-based Specification Miners. In proceedings of the 13th
Working Conference on Reverse Engineering (WCRE 2006). <st1:place w:st="on"><st1:city w:st="on">Benevento</st1:city>,
<st1:country-region w:st="on">Italy</st1:country-region></st1:place>.
Oct 23-27, 2006. [<a href="https://soarsmu.github.io/papers/wcre06.pdf" target="_blank">pdf</a>] </p>
<h2> Journal Papers (Refereed)</h2>
<p>Shaowei
Wang, David Lo, and Lingxiao Jiang. AutoQuery: Automatic Construction
of Dependency Queries for Code Search. Automated Software Engineering.
Accepted. [<a href="https://soarsmu.github.io/papers/asej-codesearch.pdf" target="_blank">pdf</a>]</p>
<p>Xin Xia, David Lo, Emad Shihab, and Xinyu Wang. Automated
Bug
Report Field Reassignment and Refinement Prediction. IEEE Transactions
on Reliability. Accepted. [<a href="https://soarsmu.github.io/papers/tor-reassignment.pdf" target="_blank">pdf</a>]</p>
<p>Ferdian Thung, Lucia, David Lo,
Lingxiao Jiang, Foyzur Rahman, and Premkumar Devanbu. To What Extent
Could We Detect Field Defects? An Extended Empirical Study of False
Negatives in Static Bug Finding Tools. Automated Software Engineering.
Accepted. [<a href="https://soarsmu.github.io/papers/asej-falsenegatives.pdf" target="_blank">pdf</a>]</p>
<p>Xin Xia, David Lo, Emad Shihab, Xinyu Wang, Bo Zhou.
Automatic, High Accuracy Prediction of Reopened Bugs. Automated
Software Engineering. <br>
Accepted. [<a href="https://soarsmu.github.io/papers/asej-reopenedbugs.pdf" target="_blank">pdf</a>]</p>
<p>Xin Xia, Liang Gong,
Tien-Duy B. Le , David Lo, Lingxiao Jiang, Hongyu Zhang. Diversity
Maximization Speedup for Localizing Faults in Single-Fault and
Multi-Faults Programs. Automated Software Engineering. Accepted. [<a href="https://soarsmu.github.io/papers/asej-diversity.pdf" target="_blank">pdf</a>]</p>
<p>Ming Gao, Ee-Peng Lim, David Lo, Philips K. Prasetyo.
On Detecting Maximal Quasi Antagonistic Communities in Signed Graphs.
Data Mining and Knowledge Discovery. [<a href="https://soarsmu.github.io/papers/dmkd-communities.pdf" target="_blank">pdf</a>].</p>
<p>Xiaobing Sun, Qiang Geng, David Lo,
Yucong Duan, Xiangyue Liu, and Bin Li. Code Comment Quality Analysis
and Improvement Recommendation: An Automated Approach. International
Journal on Software Engineering and Knowledge Engineering. Accepted.</p>
<p>Yun Zhang, David
Lo, Xin Xia, Jianling Sun. Multi-Factor Duplicate Question Detection in
Stack Overflow. Journal of Computer Science and Technology, 30(5), pp.
981–997, 2015. [<a href="https://soarsmu.github.io/papers/jcst-duplicateqns.pdf" target="_blank">pdf</a>]</p>
<p>Xinyu
Wang, Xin Xia, David Lo. TagCombine: Recommending Tags to Contents in
Software Information Sites. Journal of Computer Science and
Technology, 30(5), pp. 1017–1035, 2015. [<a href="https://soarsmu.github.io/papers/jcst-tagging.pdf" target="_blank">pdf</a>]</p>
<p>Tien-Duy
B. Le, David Lo, and Ferdian Thung. Should I Follow This Fault
Localization Tool's Output? Automated Prediction of Fault Localization
Effectiveness. Empirical Software Engineering, 20(5), pp. 1237-1274,
2015. [<a href="https://soarsmu.github.io/papers/emse-localizationoutput.pdf" target="_blank">pdf</a>]</p>
<p>Yuan Tian, David Lo, Xin Xia, Chengnian Sun.
Automated Prediction of Bug Report Priority using Multi-Factor
Analysis. Empirical Software Engineering, 20(5), pp. 1354-1383, 2015.
[<a href="https://soarsmu.github.io/papers/emse-priority.pdf" target="_blank">pdf</a>]</p>
<p>Xin Xia, David Lo, Emad Shihab, Xinyu Wang, and Bo Zhou.
Automatic, High Accuracy Prediction of Reopened Bugs. Automated
Software Engineering, 22(1), pp. 75-109, 2015. [pdf]</p>
<p>Xin Xia, David Lo, Emad Shihab, Xinyu Wang,
and Xiahu Yang. ELBlocker: Predicting Blocking Bugs with Ensemble
Imbalance Learning. Information and Software Technology, 64, pp.
102-112, 2015. [<a href="https://soarsmu.github.io/papers/ist-blockingbugs.pdf" target="_blank">pdf</a>]</p>
<p>Matthieu Foucault, Cédric Teyton, David
Lo, Xavier Blanc, Jean-Rémy Falleri. On the Usefulness of Ownership
Metrics in Open-Source Software Projects. Information and Software
Technology, 64, pp. 102-112, 2015. [<a href="https://soarsmu.github.io/papers/ist-ownership.pdf" target="_blank">pdf</a>]</p>
<p>Xin Xia, David Lo,
Xinyu Wang, Bo Zhou. Dual Analysis for Recommending Developers to
Resolve Bugs. Journal of Software: Evolution and Process, 27(3), pp.
195-220, 2015. [<a href="https://soarsmu.github.io/papers/jsep-developer.pdf" target="_blank">pdf</a>]</p>
<p>Xin Xia, Xiaozhen Zhou, David Lo,
Xiaoqiong Zhao, Ye Wang. An Empirical Study of Bugs in Software Build
System. IEICE Transactions, 97-D(7), pp. 1769-1780, 2014. [<a href="https://soarsmu.github.io/papers/ieice-build.pdf" target="_blank">pdf</a>]</p>
<p>Richard
Jayadi Oentaryo, Ee-Peng Lim, Michael Finegold, David Lo, Feida Zhu,
Clifton Phua, Eng-Yeow Cheu, Ghim-Eng Yap, Kelvin Sim, Minh Nhut
Nguyen, Kasun S. Perera, Bijay Neupane, Mustafa Amir Faisal, Zeyar
Aung, Wei Lee Woon, Wei Chen, Dhaval Patel, Daniel Berrar. Detecting
Click Fraud in Online Advertising: A Data Mining Approach. Journal of
Machine Learning Research, 15(1), pp. 99-140, 2014. [<a href="https://soarsmu.github.io/papers/jmlr-clickfraud.pdf" target="_blank">pdf</a>]</p>
<p>Lucia,
David Lo, Lingxiao Jiang, Ferdian Thung, Aditya Budi: Extended
comprehensive study of association measures for fault localization.
Journal of Software: Evolution and Process, 26(2), pp. 172-219, 2014.
[<a href="https://soarsmu.github.io/papers/jsep-association.pdf" target="_blank">pdf</a>]</p>
<p>David Lo, Didi Surian, Philips Kokoh Prasetyo, Kuan
Zhang, Ee-Peng Lim. Mining Direct Antagonistic Communities in Signed
Social Networks. Information Processing Management, 49(4), pp. 773-791,
2013. [<a href="https://soarsmu.github.io/papers/ipm-community.pdf" target="_blank">pdf</a>]</p>
<p>Lindawati, Hoong Chuin Lau, David Lo: Clustering of
Search Trajectory and Its Application to Parameter Tuning. Journal of
the Operational Research Society, 64(12), pp. 1742-1752, 2013. [<a href="https://soarsmu.github.io/papers/jors-searchtrajectory.pdf" target="_blank">pdf</a>]</p>
<p>Kuan
Zhang, David Lo, Ee-Peng Lim, and Philips Kokoh Prasetyo. Mining
Indirect Antagonistic Communities from Social Interactions. Knowledge
and Information Systems, 35(3), pp. 553-583, 2013. [<a href="https://soarsmu.github.io/papers/kais-community.pdf" target="_blank">pdf</a>]</p>
<p> David Lo and Shahar Maoz. Scenario-Based and Value-Based
Specification Mining: Better Together. Automated Software Engineering,
19(4), pp. 423-458, 2012. [<a href="https://soarsmu.github.io/papers/asej12.pdf" target="_blank">pdf</a>]</p>
<p>David Lo, Leonardo Mariani, and Mauro Santoro. Learning
Extended FSA from Software: An Empirical Assessment. Journal of Systems
and Software, 85(9), pp. 2063-2076, 2012. [<a href="https://soarsmu.github.io/papers/jss-fsa.pdf" target="_blank">pdf</a>]</p>
<p>David Lo, Ganesan Ramalingam, Venkatesh Prasad Ranganath,
and Kapil Vaswani. Mining quantified temporal rules: Formalism,
algorithms, and evaluation. Science of Computer Programming, 77(6), pp.
743-759, 2012. [<a href="https://soarsmu.github.io/papers/scp-quantified.pdf" target="_blank">pdf</a>]</p>
<p>David Lo, Jinyan Li, Limsoon Wong, and Siau-Cheng Khoo.
Mining Iterative Generators and Representative Rules for Software
Specification Discovery. IEEE Transaction on Knowledge and Data
Engineering, 23(2), pp. 282-296, 2011. [<a href="https://soarsmu.github.io/papers/tkde11.pdf" target="_blank">pdf</a>]</p>
<p>Tao Xie, Suresh Thummalapenta, David Lo, and Chao Liu. Data
Mining for Software Engineering. IEEE Computer, 42(8), pp. 35-42, 2009.
[<a href="https://soarsmu.github.io/papers/computer09.pdf" target="_blank">pdf</a>]</p>
<p>David Lo, Siau-Cheng Khoo, and Limsoon Wong. Non-Redundant
Sequential Rules - Theory and Algorithms, Information
Systems, 34 (4-5), pp. 438–453, 2009 [<a href="https://soarsmu.github.io/papers/ic09.pdf" target="_blank">pdf</a>]</p>
<p>David Lo, Siau-Cheng Khoo, and Chao Liu. Mining Temporal
Rules for Software Maintenance, Journal of Software Maintenance and
Evolution: Research and Practice, 20 (4), pp. 227–247, 2008 [<a href="https://soarsmu.github.io/papers/jsme08.pdf" target="_blank">pdf</a>]</p>
<h2>Book Chapters (Refereed)</h2>
<p>Shaowei Wang, David Lo, Lingxiao Jiang, and Shahar Maoz.
Scalable
Parallelization of Specification Mining, in The Art and Science of
Analyzing Software Data, edited by Christian Bird, Tim Menzies, and
Thomas Zimmermann, Morgan Kaufmann, 2015. [<a href="https://soarsmu.github.io/papers/chpt-parallel.pdf" target="_blank">pdf</a>]</p>
<p>Yuan
Tian and David Lo. Leveraging Web 2.0 for Software Evolution, in
Evolving Software Systems, edited by Tom Mens, Alexander Serebrenik,
and Anthony Cleve, Springer, 2014. [<a href="https://soarsmu.github.io/papers/chpt-web2.pdf" target="_blank">pdf</a>]</p>
<p>Didi
Surian, David Lo, Ee-Peng Lim. Collaboration Patterns in Software
Developer Network, in Encyclopedia of Social Network Analysis and
Mining, edited by Reda Alhajj and Jon Rokne, Springer, 2014.</p>
<p>David Lo, Siau-Cheng Khoo, and Chao Liu. Mining Past-Time
Temporal Rules: A Dynamic Analysis Approach, in Artificial
Intelligence Applications for Improved Software Engineering
Development: New Prospects, edited by Farid Meziane and Sunil Vadera,
IGI Global, 2009. </p>
<p>David
Lo, and Siau-Cheng Khoo. Mining Software Specifications, in
Encyclopedia of Data Warehousing and Mining, edited by John Wang, IGI
Global, 2008. </p>
<h2>Workshop Papers (Refereed)</h2>
<p>Yuan Tian and David Lo. An Exploratory Study on Software
Microblogger
Behaviors, in Proceedings of the 4th Workshop on Mining Unstructured
Data (MUD 2014), Victoria, Canada. [<a href="https://soarsmu.github.io/papers/mud15.pdf" target="_blank">pdf</a>]</p>
<p>Yuan Tian, Pavneet Singh Kochhar, Ee-Peng Lim, Feida Zhu,
and David Lo. Predicting Best Answerers for New Questions: An Approach
Leveraging Topic Modeling and Collaborative Voting, in Proceedings of
Workshop of Quality, Motivation and Coordination of Open Collaboration
(QMC 2013), Kyoto, Japan. [<a href="https://soarsmu.github.io/papers/qmc13.pdf" target="_blank">pdf</a>]</p>
<p>Peter Senna Tschudin, Laurent Reveillere, Lingxiao Jiang,
David Lo, and Julia Lawall. Understanding the Genetic Makeup of Linux
Device Drivers, in Proceedings of the 7th Workshop on Programming
Languages and Operating Systems (PLOS 2013), Farmington, USA. [<a href="https://soarsmu.github.io/papers/plos13.pdf" target="_blank">pdf</a>]</p>
<p>David Lo and Shahar Maoz. Specification Mining of Symbolic
Scenario-Based Models. In proceedings of the 8th SIGSOFT-SIGPLAN
International Workshop on Program Analysis for Software Tools and
Engineering (PASTE 2008). <st1:place w:st="on"><st1:city w:st="on">Atlanta</st1:city>, <st1:country-region w:st="on">USA</st1:country-region></st1:place>.
November 9-10, 2008. [<a href="https://soarsmu.github.io/papers/paste08.pdf" target="_blank">pdf</a>]</p>
<p>David Lo, Siau-Cheng Khoo and Chao Liu. Mining Past-Time
Temporal Rules from Execution Traces. In proceedings of the 6th
International Workshop on Dynamic Analysis (WODA 2008). <st1:place w:st="on"><st1:city w:st="on">Seattle</st1:city>,
<st1:country-region w:st="on">USA</st1:country-region></st1:place>.
November 9-10, 2008. [<a href="https://soarsmu.github.io/papers/woda08.pdf" target="_blank">pdf</a>] </p>
<p>David
Lo, Siau-Cheng Khoo, and Chao Liu. Mining Temporal Rules from Program
Execution Traces. In proceedings of the 3rd Workshop on Program
Comprehension though Dynamic Analysis (PCODA 2007). Vancouver, Canada,
Oct 29, 2007. [<a href="https://soarsmu.github.io/papers/pcoda07.pdf" target="_blank">pdf</a>]</p>
<h2>Doctoral Symposiums (Refereed)</h2>
<p>David Lo and Siau-Cheng Khoo. Mining Patterns and Rules for
Software
Specification Discovery. In proceedings of the 34th International
Conference on Very Large Data Bases (VLDB 2008), Auckland, New Zealand,
Aug 23-28, 2008.</p>
<p>David Lo. Mining Specifications in Diversified
Formats from Execution Traces. In proceedings of the 24th IEEE
International Conference on Software Maintenance (ICSM 2008), Beijing,
China, Sept 28 - Oct 4, 2008.</p>
<h2>Books and Proceedings</h2>
<p>David
Lo, Siau-Cheng Khoo, Chao Liu, and Jiawei Han. Mining Software
Specifications: Methodologies and Applications, CRC Press, 2011.</p>
<p>Ming Li, Hongyu Zhang, and David Lo. Proceedings of the 1st
Workshop on Software Mining.</p>
<p>Ming Li, Hongyu Zhang, and David Lo. Proceedings of the 2nd
Workshop on Software Mining.</p>
<p>Ming Li, Hongyu Zhang, and David Lo. Proceedings of the 3rd
Workshop on Software Mining.</p>
<p>Lucia,
David Lo, Giuseppe Scanniello, Alessandro Marchetto, Nasir Ali, and
Colin McMillan. Proceedings of the 1st Workshop on Machine Learning and
Information Retrieval for Software Evolution.</p>
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