Peer Reviewed Publications
ACM Digital Library | DBLP | Google Scholar | 2008 | 2007 | 2006 | 2005 | 2004 | 2003 | 2002 | earlier
Authors marked with * are (former) students I mentored
2012
Panichella, S., Aponte, J.*, Di Penta, M., Marcus, A., " Mining Source Code Descriptions from Developer Communications ", in the Proceedings of 20th IEEE International Conference on Program Comprehension (ICPC'12), Passau, Germany, June 2-9, 2012, to appear 10 pages
Haiduc, S.*, Bavota, G., De Lucia, A., Marcus, A., Oliveto, R., " Evaluating the Specificity of Text Retrieval Queries to Support Software Engineering Tasks ", in Proceedings of 34th IEEE/ACM International Conference on Software Engineering (ICSE'12), NIER Track, Zurich, Switzerland, June 11-13, 2012, to appear 4 pages. (17% acceptance ratio).
Bavota, G., De Lucia, A., Marcus, A., Oliveto, R., Palomba, F., "Supporting Extract Class Refactoring in Eclipse: The ARIES Project", in Proceedings of 34th IEEE/ACM International Conference on Software Engineering (ICSE'12), Formal Research Tool Demonstration, Zurich, Switzerland, June 2-9, 2012, to appear 4 pages. (31% acceptance ratio)
De Lucia, A., Marcus, A., Oliveto, R., Poshyvanyk, D.*, "Information Retrieval Methods for Automated Traceability Recovery", in Software and Systems Traceability Cleland-Huang, J.; Gotel, O.; Zisman, A. (Eds.), Springer, ISBN 978-1-4471-2238-8, February 2012, pp. 71-98
Marcus, A., Antoniol, G., "On the Use of Text Retrieval Techniques in Software Engineering", in Proceedings of 34th IEEE/ACM International Conference on Software Engineering (ICSE'12), Technical Briefing, Zurich, Switzerland, June 2-9, 2012 (36% acceptance ratio)
Poshyvanyk, D.*, Gethers, M., and Marcus, A., "Concept Location using Formal Concept Analysis and Information Retrieval", ACM Transactions on Software Engineering and Methodology (TOSEM), accepted [pdf][data]
2011
Menzies, T., Butcher, A., Marcus, A., Zimmermann, T., Cok, D., "Local vs Global Models for Effort Estimation and Defect Prediction", in the Proceedings of 26th IEEE/ACM International Conference On Automated Software Engineering (ASE 2011), Lawrance, KS, November 6-9, 2011, to appear.
Marcus, A., "The management of unstructured information in software ", in Proceedings of 8th Joint meeting of the European Software Engineering Conference and the ACM SIGSOFT Symposium on the Foundations of Software Engineering (ESEC/FSE'11), Technical Briefing, Szeged, Hungary, September 5-9, 2011
Scanniello. G., Marcus, A., "Clustering Support for Static Concept Location in Source Code", in the Proceedings of the 19th IEEE International Conference on Program Comprehension (ICPC 2011), Kingston, ON, Canada, June 22-24, 2011, to appear.
Haiduc, S.*, Marcus, A., "On the Effect of the Query in IR-based Concept Location", Proceedings of the 19th IEEE International Conference on Program Comprehension (ICPC 2011) - student research symposium paper, Kingston, ON, Canada, June 22-24, 2011, to appear.
Ohlemacher, S.*, Marcus, A., "Towards a Benchmark and Automatic Calibration for IR-Based Concept Location", Proceedings of the 19th IEEE International Conference on Program Comprehension (ICPC 2011) - student research symposium paper, Kingston, ON, Canada, June 22-24, 2011, to appear.
Improving traceability link recovery methods through software artifact summarizationTEFSE '11 Proceedings of the 6th International Workshop on Traceability in Emerging Forms of Software Engineering, 2011
2010
Software is data tooFoSER '10 Proceedings of the FSE/SDP workshop on Future of software engineering research, 2010
Haiduc, S.*, Aponte, J.*, Moreno, L., Marcus, A., "On the Use of Automated Text Summarization Techniques for Summarizing Source Code", in the Proceedings of the 17th IEEE Working Conference on Reverese Engineering (WCRE2010), Beverly, MA, October 13-16, 2010, pp. 35-44
Bavota, G., De Lucia, A., Marcus, A., Oliveto, R., "Software Re-Modularization based on Structural and Semantic Metrics", in the Proceedings of the 17th IEEE Working Conference on Reverese Engineering (WCRE2010), Beverly, MA, October 13-16, 2010, pp. 195-204
A two-step technique for extract class refactoringASE '10 Proceedings of the IEEE/ACM international conference on Automated software engineering, 2010
Supporting program comprehension with source code summarizationICSE '10 Proceedings of the 32nd ACM/IEEE International Conference on Software Engineering - Volume 2, 2010
2009
Abebe, S. L., Haiduc, S.*, Tonella, P., Marcus, A. "Lexicon Bad Smells in Software", in the Proceedings of the 16th IEEE Working Conference on Reverse Engineering (WCRE2009), Lille, France, October 13-16, pp. 95-99
Gay, G., Haiduc, S.*, Marcus, A., Menzies, T., "On the Use of Relevance Feedback in IR-Based Concept Location" , in the Proceedings of the 25th IEEE International Conference on Software Maintenance (ICSM2009), Edmonton, Canada, September 20-26, 2009, pp. 351-360
Montaño, D., Aponte, J.*, Marcus, A. "Sv3D meets Eclipse", formal tool demonstration in the Proceedings of the 5th IEEE International Workshop on Visualizing Software for Understanding and Analysis (VISSOFT2009), Edmonton, Canada, September 25.
Abebe, S. L., Haiduc, S.*, Marcus, A., Tonella, P., Antoniol, G., "Analyzing the Evolution of the Source Code Vocabulary", in the Proceedings of the 13th IEEE European Conference on Software Maintenance and Reengineering (CSMR2009) , Kaiserslautern, Germany, March 24-27, 2009, pp. 189-198
Poshyvanyk, D.*, Marcus, A., Ferenc, R., Gyimóthy, T. "Using Information Retrieval based Coupling Measures for Impact Analysis", Empirical Software Engineering, Vol. 14, No. 1, February 2009, pp. 5-32
Improving the readability
of defect reportsRSSE '08 Proceedings of the 2008 international workshop on Recommendation systems for software engineering, 2008
Menzies, T., Marcus, A., "Automated Severity Assessment of Software Defect Reports", in the Proceedings of the 24th IEEE International Conference on Software Maintenance (ICSM2008), Beijing, China, September 28 - October 4, 2008, pp. 346-355
Marcus, A., Poshyvanyk, D.*, Ferenc, R., "Using the Conceptual Cohesion of Classes for Fault Prediction in Object Oriented Systems", IEEE Transactions on Software Engineering, Vol. 34, No. 2, 2008, pp. 287-300
Dit, B.*, Poshyvanyk, D.*, Marcus, A., "Measuring the Semantic Similarity of Comments in Bug Reports", in Proceedings of 1st International Workshop on Semantic Technologies in System Maintenance (STSM2008), Amsterdam, The Netherlands, June 10th, 2008
Haiduc, S.*, Marcus, A., "On the Use of Domain Terms in Source Code", in the Proceedings of the 16th IEEE International Conference on Program Comprehension (ICPC2008), Amsterdam, The Netherlands, June 10-13, 2008, pp. 113-122
Feature location via information retrieval based filtering of a single scenario execution traceASE '07 Proceedings of the twenty-second IEEE/ACM international conference on Automated software engineering, 2007
Using information retrieval to support design of incremental change of softwareASE '07 Proceedings of the twenty-second IEEE/ACM international conference on Automated software engineering, 2007
Poshyvanyk, D.*, Gueheneuc, Y.-G., Marcus, A., Antoniol, G., Rajlich, V. "Feature Location using Probabilistic Ranking of Methods based on Execution Scenarios and Information Retrieval", IEEE Transactions on Software Engineering, Vol. 33, No. 6, June 2007, pp. 420-432
Poshyvanyk, D.*, Marcus, A., "Combining Formal Concept Analysis with Information Retrieval for Concept Location in Source Code", in the Proceedings of the 15th IEEE International Conference on Program Comprehension (ICPC2007), Banff, Alberta, Canada, June 26-29, 2007, pp. 37-48 - Best Paper Award
Poshyvanyk, D.*, Petrenko, M., Marcus, A., " Integrating COTS Search Engines into Eclipse: Google Desktop Case Study", in the Proceedings of the 2nd International ICSE'07 Workshop on Incorporating COTS Software into Software Systems: Tools and Techniques (IWICSS2007), Minneapolis, MN, May 22, 2007, pp. 6-10
Poshyvanyk, D.*, Marcus, A., "Using Traceability Links to Assess
and Maintain the Quality of Software Documentation", in the Proceedings
of the International Symposium on Grand Challenges in Traceability (GCT/TEFSE2007),
Lexington, KY, March 22-23, 2007, pp. 27-30
Xie, X.*, Poshyvanyk, D.*, Marcus, A., "Visualization of CVS Repository Information", in the Proceedings of the 13th Working Conference on Reverse Engineering (WCRE2006), Benevento, Italy, October 23-27, 2006, pp. 213-342
Poshyvanyk, D.*, Marcus, A., "The Conceptual Coupling Metrics for Object-Oriented Systems", in the Proceedings of the 22nd IEEE International Conference on Software Maintenance (ICSM2006), Philadelphia, PA, September 25-27, 2006, pp. 469-478
Marcus, A., De Lucia, A., Huffman Hayes, J., Poshyvanyk, D.* "Working Session: Information Retrieval Based Approaches in Software Evolution". in the Proceedings of the 22nd IEEE International Conference on Software Maintenance (ICSM2006), Philadelphia, PA, September 25-27, 2006, pp. 197-200
Poshyvanyk, D.*, Petrenko, M., Marcus, A., Xie, X.*, Liu, D., "Source Code Exploration with Google", in the Proceedings of the 22nd IEEE International Conference on Software Maintenance (ICSM2006), Philadelphia, PA, September 25-27, 2006, pp. 334-338
Poshyvanyk, D.*, Gueheneuc, Y.-G., Marcus, A., Antoniol, G., Rajlich, V. "Combining Probabilistic Ranking and Latent Semantic Indexing for Feature Identification", in the Proceedings of the 14th IEEE International Conference on Program Comprehension (ICPC2006), Athens, Greece, June 14-17, 2006, pp. 137-146 - Best Paper Award
Poshyvanyk, D.*, Marcus, A., Dong, Y.* "JIRiSS - an Eclipse plug-in for Source Code Exploration", in the Proceedings of the 14th IEEE International Conference on Program Comprehension (ICPC2006), Athens, Greece, June 14-17, 2006, pp. 252-255
3D visualization
for concept location in source codeICSE '06 Proceedings of the 28th international conference on Software engineering, 2006
Campan, A., Serban, G., Truta T.M., Marcus, A., "An Algorithm for the Discovery of Arbitrary Length Ordinal Association Rules", in the Proceedings of the International Conference on Data Mining (DMIN2006), June 26-29, LAs Vegas, NV, 2006, pp. 107-113
When and how to visualize
traceability links?TEFSE '05 Proceedings of the 3rd international workshop on Traceability in emerging forms of software engineering, 2005
Marcus, A., Poshyvanyk, D.*, "The Conceptual Cohesion of Classes" in the Proceedings of the 21st IEEE International Conference on Software Maintenance (ICSM2005), Budapest, Hungary, September 25-30, 2005, pp. 133-142
Marcus, A., Rajlich, V., "Panel Summary: Identifications of Concepts, Features, and Concerns in Source Code" in the Proceedings of the 21st IEEE International Conference on Software Maintenance (ICSM2005), Budapest, Hungary, September 25-30, 2005, p. 718
Xie, X.*, Poshyvanyk, D.*, Marcus, A. "Support for Static Concept Location with sv3D" in the Proceedings of the 3rd IEEE Workshop on Visualizing Software for Analysis and Understanding (VISSOFT2005), Budapest, Hungary, September 25, 2005, pp. 108-113
Poshyvanyk, D.*, Marcus, A., Dong, Y.*, Sergeyev, A.*, "IRiSS - A Source Code Exploration Tool" in the Industrial and Tool Proceedings of the 21st IEEE International Conference on Software Maintenance (ICSM2005), Budapest, Hungary, September 25-30, 2005, pp. 69-72
Marcus, A., Maletic, J.I., Sergeyev, A.*, "Recovery of Traceability Links Between Software Documentation and Source Code" International Journal of Software Engineering and Knowledge Engineering, World Scientific, Vol. 15, No. 5, October 2005, pp. 811-836
Xu, S., Rajlich, V., Marcus, A. "An Empirical Study of Programmer
Learning
during Incremental Software Development" in the Proceedings of
the 4th IEEE International Conference on Cognitive Informatics (ICCI2005),
Irvine, CA, August 8-10, pp. 340-349
Marcus, A., Rajlich, V., Buchta, J., Petrenko, M., Sergeyev, A.*, "Static Techniques for Concept Location in Object Oriented Code" in the Proceedings of the 13th IEEE International Workshop on Program Comprehension (IWPC2005), St. Louis, MO, May 15-16, pp. 33-42
Marcus, A., Comorski, D.*, Sergeyev, A.*, "Supporting the Evolution of a Software Visualization Tool through Usability Studies" in the Proceedings of the 13th IEEE International Workshop on Program Comprehension (IWPC2005), St. Louis, MO, May 15-16, pp. 307-316
Maletic, J.I., Marcus, A., “Data Cleansing - A prelude to knowledge discovery” a Chapter in Data Mining and Knowledge Discovery Handbook: A Complete Guide for Practitioners and Researchers, Maimon, O. and Rokach, L. Editors, Springer, 2005, ISBN 0-387-24435-2, pp. 21-36
Marcus, A., Sergeyev, A.*, Rajlich, V., Maletic, J., "An Information Retrieval Approach to Concept Location in Source Code" in the Proceedings of the 11th IEEE Working Conference on Reverse Engineering (WCRE2004), Delft, The Netherlands, November 9-12, pp. 214-223 - Google Scholar citations
Marcus, A., "Semantic Driven Program Analysis" in the Proceedings
of the 20th IEEE International Conference on Software Maintenance (ICSM2004)
- doctoral symposium, Chicago, IL, September 11-17, pp. 496-473
- Best
Ph.D. Dissertation Paper Award
Rostkowycz, A., Rajlich, V., Marcus, A., "A Case Study on the Long-Term Effects of Software Redocumentation", in the Proceedings of the 20th IEEE International Conference on Software Maintenance (ICSM2004), Chicago, IL, September 11-17, pp. 92-101
Maletic, J., Munson, E., Marcus, A., Nguyen, T., "Combining Traceability Link Recovery with Conformance Analysis via a Formal Hypertext Model", in the Proceedings of the 2nd International Workshop on Traceability in Emerging Forms of Software Engineering (TEFSE2003), Montreal, Canada, October 6, 2003, pp. 47-54
Maletic, J., Marcus, A., "CFB: A Call For Benchmarks - for Software Visualization", a position paper in the Proceedings of the 2nd IEEE Workshop of Visualizing Software for Understanding and Analysis (VISSOFT2003), Amsterdam, The Netherlands, September 22, 2003, pp. 108-113
Marcus, A., Maletic, J.I. "Recovering Documentation-to-Source-Code Traceability Links using Latent Semantic Indexing", in Proceedings of the 25th IEEE/ACM International Conference on Software Engineering (ICSE2003), Portland, OR, May 3-10, 2003, pp. 125-136 (13% acceptance rate) - Google Scholar citations
Marcus, A., Feng, L., Maletic, J.I., "Comprehension of Software Analysis Data Using 3D Visualization", in Proceedings of the 11th IEEE International Workshop on Program Comprehension (IWPC2003), Portland, OR, May 10-11, 2003, pp.105-114 (42% acceptance rate)
3D representations for software visualizationSoftVis '03 Proceedings of the 2003 ACM symposium on Software visualization, 2003
Maletic, J.I., Marcus, A., Feng, L. "Source Viewer 3D (sv3D) - A Framework for Software Visualization", Formal Research Demonstration in Proceedings of the 25th IEEE/ACM International Conference on Software Engineering (ICSE2003), Portland, OR, May 3-10,2003, pp. 812-813
Supporting document and data views of source codeDocEng '02 Proceedings of the 2002 ACM symposium on Document engineering, 2002
Maletic, J.I., Marcus, A., Collard, M. "A Task Oriented View of Software Visualization", in Proceedings of the 1st IEEE Workshop on Visualizing Software for Understanding and Analysis (VISSOFT2002), Paris, France, June 26, 2002, pp. 32-40 - Google Scholar citations
Maletic, J.I., Collard, M., Marcus, A. "Source Code Files as Structured Documents", in Proceedings of the 10th IEEE International Workshop on Program Comprehension (IWPC2002), Paris, France, June 26-29, 2002, pp. 289-292 - Google Scholar citations
Marcus, A., Maletic, J.I. "Identification of High-Level Concept Clones in Source Code", in Proceedings of the 16th IEEE International Conference on Automated Software Engineering (ASE2001), San Diego, CA, USA, November 26-29, pp. 107-114 (20% acceptance rate)- Google Scholar citations
Ordinal association rules for error identification in data setsCIKM '01 Proceedings of the tenth international conference on Information and knowledge management, 2001
Maletic, J.I., Leigh, J., Marcus, A., Dunlap, G., "Visualizing Object-Oriented Software in Virtual Reality", in Proceedings of the 9th IEEE International Workshop on Program Comprehension (IWPC2001), Toronto, Canada, May 12-13, 2001, pp. 26-35
Maletic, J.I., Marcus, A., "Supporting Program Comprehension Using Semantic and Structural Information", in Proceedings of the 23rd IEEE International Conference on Software Engineering (ICSE 2001), Toronto, Ontario, Canada, May 12-19, 2001, pp. 103-112 (18% acceptance rate) - Google Scholar citations
Maletic, J.I., Leigh, J., Marcus, A., "Visualizing Software in an Immersive Virtual Reality Environment", in Proceedings of the ICSE'01 Workshop on Software Visualization (ICSESV2001), Toronto, Canada, May 13-14, 2001, pp. 49-54 - Google Scholar citations
Maletic, J.I., Howald, A., Marcus, A., "Incorporating PSP into a Traditional Software Engineering Course: An Experience Report", in Proceedings of the 14th IEEE Conference on Software Engineering Education & Training (CSEE&T2001), Charlotte, NC, USA, February 19-21, 2001, pp. 89-97 (50% acceptance rate)
2000
Maletic, J.I., Marcus, A., "Using Latent Semantic Analysis to Identify Similarities in Source Code to Support Program Understanding", in Proceedings of the 12th IEEE International Conference on Tools with Artificial Intelligences (ICTAI2000), Vancouver, British Columbia, Canada, November 13-14, 2000, pp. 46-53 (30% acceptance rate) - Google Scholar citations
Maletic, J.I., Marcus, A., "Support for Software Maintenance Using Latent Semantic Analysis", in Proceeding of the 4th Annual IASTED International Conference on Software Engineering and Applications (SEA2000), Las Vegas, NV, November 6-9, 2000, pp. 250-255
Maletic, J.I., Marcus, A., "Data Cleansing: Beyond Integrity Checking", in Proceedings of the Conference on Information Quality (IQ2000), Massachusetts Institute of Technology, Boston, MA, USA, October 20-22, 2000, pp. 200-209- Google Scholar citations
http://www.cs.wayne.edu/~amarcus