| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Ekrem Kocaguneli, Tim Menzies, Ayse Bener, Jacky W. Keung |
Exploiting the Essential Assumptions of Analogy-Based Effort Estimation.  |
IEEE Trans. Software Eng.  |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Ayse Basar Bener, Tim Menzies |
Guest editorial: learning to organize testing. |
Autom. Softw. Eng. |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Tim Menzies, Martin Shepperd |
Special issue on repeatable results in software engineering prediction. |
Empirical Software Engineering |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | James H. Andrews, Tim Menzies, Felix Chun Hang Li |
Genetic Algorithms for Randomized Unit Testing. |
IEEE Trans. Software Eng. |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Ashutosh Nandeshwar, Tim Menzies, Adam Nelson |
Learning patterns of university student retention. |
Expert Syst. Appl. |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Adam Nelson, Tim Menzies, Gregory Gay |
Sharing experiments using open-source software. |
Softw., Pract. Exper. |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Topi Haapio, Tim Menzies |
Exploring the Effort of General Software Project Activities with Data Mining. |
International Journal of Software Engineering and Knowledge Engineering |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Tim Menzies (eds.) |
Proceedings of the 7th International Conference on Predictive Models in Software Engineering, PROMISE 2011, Banff, Alberta, Canada, September 20-21, 2011 |
PROMISE |
2011 |
DBLP BibTeX RDF |
|
| 1 | Tim Menzies, Andrew Butcher, Andrian Marcus, Thomas Zimmermann, David R. Cok |
Local vs. global models for effort estimation and defect prediction. |
ASE |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Ekrem Kocaguneli, Tim Menzies |
How to Find Relevant Data for Effort Estimation? |
ESEM |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Gregory Gay, Tim Menzies, Omid Jalali, Gregory E. Mundy, Beau Gilkerson, Martin S. Feather, James D. Kiper |
Finding robust solutions in requirements models. |
Autom. Softw. Eng. |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Tim Menzies, Zach Milton, Burak Turhan, Bojan Cukic, Yue Jiang, Ayse Basar Bener |
Defect prediction from static code features: current results, limitations, new approaches. |
Autom. Softw. Eng. |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Tim Menzies, Omid Jalali, Jairus Hihn, Daniel Baker, Karen T. Lum |
Stable rankings for different effort models. |
Autom. Softw. Eng. |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Gregory Gay, Tim Menzies, Misty Davies, Karen Gundy-Burlet |
Automatically finding the control variables for complex system behavior. |
Autom. Softw. Eng. |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Adam Brady, Tim Menzies, Oussama El-Rawas, Ekrem Kocaguneli, Jacky W. Keung |
Case-Based Reasoning for Reducing Software Development Effort. |
JSEA |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Oussama El-Rawas, Tim Menzies |
A second look at Faster, Better, Cheaper. |
ISSE |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Ayse Tosun, Ayse Basar Bener, Burak Turhan, Tim Menzies |
Practical considerations in deploying statistical methods for defect prediction: A case study within the Turkish telecommunications industry. |
Information & Software Technology |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Hongyu Zhang, Adam Nelson, Tim Menzies |
On the value of learning from defect dense components for software defect prediction. |
PROMISE |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Tim Menzies, Gunes Koru (eds.) |
Proceedings of the 6th International Conference on Predictive Models in Software Engineering, PROMISE 2010, Timisoara, Romania, September 12-13, 2010 |
PROMISE |
2010 |
DBLP BibTeX RDF |
|
| 1 | Adam Brady, Tim Menzies |
Case-based reasoning vs parametric models for software quality optimization. |
PROMISE |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Ekrem Kocaguneli, Gregory Gay, Tim Menzies, Ye Yang, Jacky W. Keung |
When to use data from other projects for effort estimation. |
ASE |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | LiGuo Huang, Daniel Port, Liang Wang, Tao Xie, Tim Menzies |
Text mining in supporting software systems risk assurance. |
ASE |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Burak Turhan, Ayse Basar Bener, Tim Menzies |
Regularities in Learning Defect Predictors. |
PROFES |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Earl T. Barr, Christian Bird, Eric Hyatt, Tim Menzies, Gregorio Robles |
On the shoulders of giants. |
FoSER |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Andrian Marcus, Tim Menzies |
Software is data too. |
FoSER |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Tim Menzies, Osamu Mizuno, Yasunari Takagi, Tohru Kikuno |
Explanation vs Performance in Data Mining: A Case Study with Predicting Runaway Projects. |
JSEA |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Burak Turhan, Tim Menzies, Ayse Basar Bener, Justin S. Di Stefano |
On the relative value of cross-company and within-company data for defect prediction. |
Empirical Software Engineering |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Letha H. Etzkorn, Tim Menzies |
Special issue on information retrieval for program comprehension. |
Empirical Software Engineering |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Tim Menzies, Steve Williams, Oussama El-Rawas, Daniel Baker, Barry W. Boehm, Jairus Hihn, Karen T. Lum, Raymond J. Madachy |
Accurate estimates without local data? |
Software Process: Improvement and Practice |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Joseph D'Alessandro, Cynthia Tanner, Bonnie Morris, Tim Menzies |
Is Continuous Compliance Assurance Possible?. |
ITNG |
2009 |
DBLP DOI BibTeX RDF |
Embedded Audit Process, Monitored Information Exchange, XML Based Processing, Regulatory Compliance |
| 1 | Tim Menzies, Oussama El-Rawas, Jairus Hihn, Barry W. Boehm |
Can we build software faster and better and cheaper? |
PROMISE |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | James H. Andrews, Tim Menzies |
On the value of combining feature subset selection with genetic algorithms: faster learning of coverage models. |
PROMISE |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Gregory Gay, Tim Menzies, Bojan Cukic, Burak Turhan |
How to build repeatable experiments. |
PROMISE |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Bryan Lemon, Aaron Riesbeck, Tim Menzies, Justin Price, Joseph D'Alessandro, Rikard Carlsson, Tomi Prifiti, Fayola Peters, Hiuhua Lu, Daniel Port |
Applications of Simulation and AI Search: Assessing the Relative Merits of Agile vs Traditional Software Development. |
ASE |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Phillip Green II, Tim Menzies, Steve Williams, Oussama El-Rawas |
Understanding the Value of Software Engineering Technologies. |
ASE |
2009 |
DBLP DOI BibTeX RDF |
artificial intelligence, software economics |
| 1 | Topi Haapio, Tim Menzies |
Data mining with software industry project data: A case study. |
IADIS AC |
2009 |
DBLP BibTeX RDF |
|
| 1 | Gregory Gay, Sonia Haiduc, Andrian Marcus, Tim Menzies |
On the use of relevance feedback in IR-based concept location. |
ICSM |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Andres S. Orrego, Tim Menzies, Oussama El-Rawas |
On the Relative Merits of Software Reuse. |
ICSP |
2009 |
DBLP DOI BibTeX RDF |
AI search, Software Reuse, COCOMO, COQUALMO |
| 1 | Yue Jiang, Jie Lin, Bojan Cukic, Tim Menzies |
Variance Analysis in Software Fault Prediction Models. |
ISSRE |
2009 |
DBLP DOI BibTeX RDF |
fault prediction models, machine learning, variance |
| 1 | Tim Menzies, Steve Williams, Barry W. Boehm, Jairus Hihn |
How to avoid drastic software process change (using stochastic stability). |
ICSE |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Martin S. Feather, Steven L. Cornford, Kenneth A. Hicks, James D. Kiper, Tim Menzies |
A Broad, Quantitative Model for Making Early Requirements Decisions. |
IEEE Software |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Tim Menzies, Markland Benson, Ken Costello, Christina Moats, Melissa Northey, Julian Richardson |
Learning better IV&V practices. |
ISSE |
2008 |
DBLP DOI BibTeX RDF |
IV? Data mining, Early life cycle defect prediction, NASA |
| 1 | Tim Menzies |
Editorial, special issue, repeatable experiments in software engineering. |
Empirical Software Engineering |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Yue Jiang, Bojan Cukic, Tim Menzies |
Can data transformation help in the detection of fault-prone modules? |
DEFECTS |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Burak Turhan, Ayse Basar Bener, Tim Menzies |
Nearest neighbor sampling for cross company defect predictors: abstract only. |
DEFECTS |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Johann Schumann, Karen Gundy-Burlet, Corina S. Pasareanu, Tim Menzies, Tony Barrett |
Tool Support for Parametric Analysis of Large Software Simulation Systems. |
ASE |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Daniel Port, Alexy Olkov, Tim Menzies |
Using Simulation to Investigate Requirements Prioritization Strategies. |
ASE |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Tim Menzies, Andrian Marcus |
Automated severity assessment of software defect reports. |
ICSM |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Tim Menzies, Oussama El-Rawas, Barry W. Boehm, Raymond J. Madachy, Jairus Hihn, Daniel Baker, Karen T. Lum |
Accurate Estimates without Calibration?. |
ICSP |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Yue Jiang, Bojan Cukic, Tim Menzies |
Cost Curve Evaluation of Fault Prediction Models. |
ISSRE |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Gary D. Boetticher, Tim Menzies, Thomas J. Ostrand, Günther Ruhe |
4th international workshop on predictor models in SE (PROMISE 2008). |
ICSE Companion |
2008 |
DBLP DOI BibTeX RDF |
text mining, defect prediction, model-based software engineering, effort prediction |
| 1 | Tim Menzies, Jeremy Greenwald, Art Frank |
Data Mining Static Code Attributes to Learn Defect Predictors. |
IEEE Trans. Software Eng. |
2007 |
DBLP DOI BibTeX RDF |
Data mining detect prediction, McCabe, Halstead, artifical intelligence, naive Bayes, empirical |
| 1 | Tim Menzies, Alex Dekhtyar, Justin S. Di Stefano, Jeremy Greenwald |
Problems with Precision: A Response to "Comments on 'Data Mining Static Code Attributes to Learn Defect Predictors'". |
IEEE Trans. Software Eng. |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Tim Menzies, David Owen, Julian Richardson |
The Strangest Thing About Software. |
IEEE Computer |
2007 |
DBLP DOI BibTeX RDF |
LURCH, TAR3, Data mining, Software engineering, Artificial intelligence |
| 1 | Tim Menzies, Oussama El-Rawas, Jairus Hihn, Martin S. Feather, Raymond J. Madachy, Barry W. Boehm |
The business case for automated software engineering. |
ASE |
2007 |
DBLP DOI BibTeX RDF |
simulated annealing, COCOMO, bayes, COQUALMO |
| 1 | James H. Andrews, Felix Chun Hang Li, Tim Menzies |
Nighthawk: a two-level genetic-random unit test data generator. |
ASE |
2007 |
DBLP DOI BibTeX RDF |
genetic algorithms, randomized testing, test coverage |
| 1 | Yue Jiang, Bojan Cukic, Tim Menzies |
Fault Prediction using Early Lifecycle Data. |
ISSRE |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Tim Menzies, Zhihao Chen, Jairus Hihn, Karen T. Lum |
Selecting Best Practices for Effort Estimation. |
IEEE Trans. Software Eng. |
2006 |
DBLP DOI BibTeX RDF |
Model-based effort estimation, data mining, COCOMO, deviation |
| 1 | Tim Menzies, Jairus Hihn |
Evidence-Based Cost Estimation for Better-Quality Software. |
IEEE Software |
2006 |
DBLP DOI BibTeX RDF |
evidence-based reasoning, evidence-based software engineering |
| 1 | Tim Menzies, Julian Richardson |
Making Sense of Requirements, Sooner. |
IEEE Computer |
2006 |
DBLP DOI BibTeX RDF |
requirements modeling, software technologies |
| 1 | Tim Menzies, Ying Hu |
Just enough learning (of association rules): the TAR2 "Treatment" learner. |
Artif. Intell. Rev. |
2006 |
DBLP DOI BibTeX RDF |
TAR2, Treatment learning, Contrast set learning |
| 1 | Tim Menzies, Julian Richardson |
Qualitative Modeling for Requirements Engineering. |
SEW |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Jimin Gao, Mats Per Erik Heimdahl, David Owen, Tim Menzies |
On the Distribution of Property Violations in Formal Models: An Initial Study. |
COMPSAC |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Marcus S. Fisher, Tim Menzies |
Learning IV&V Strategies. |
HICSS |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Zhihao Chen, Barry W. Boehm, Tim Menzies, Daniel Port |
Finding the Right Data for Software Cost Modeling. |
IEEE Software |
2005 |
DBLP DOI BibTeX RDF |
software engineering, cost modeling, wrapper, feature subset selection, COCOMO, time estimation |
| 1 | Tim Menzies, Daniel Port, Zhihao Chen, Jairus Hihn |
Simple software cost analysis: safe or unsafe? |
ACM SIGSOFT Software Engineering Notes |
2005 |
DBLP DOI BibTeX RDF |
delta estimation, stability, cost estimation, COCOMO, M5, LSR |
| 1 | Zhihao Chen, Tim Menzies, Daniel Port, Barry W. Boehm |
Feature subset selection can improve software cost estimation accuracy. |
ACM SIGSOFT Software Engineering Notes |
2005 |
DBLP DOI BibTeX RDF |
WRAPPER, feature subset selection, COCOMO, M5, LSR |
| 1 | Tim Menzies, Charles Pecheur |
Verification and Validation and Artificial Intelligence. |
Advances in Computers |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Tim Menzies, Daniel Port, Zhihao Chen, Jairus Hihn |
Specialization and extrapolation of software cost models. |
ASE |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Tim Menzies, Daniel Port, Zhihao Chen, Jairus Hihn, Sherry Stukes |
Validation methods for calibrating software effort models. |
ICSE |
2005 |
DBLP DOI BibTeX RDF |
incremental cross-validation, COCOMO |
| 1 | Jelber Sayyad-Shirabad, Tim Menzies |
Predictor models in software engineering (PROMISE). |
ICSE |
2005 |
DBLP DOI BibTeX RDF |
predictive software models, data mining, machine learning, software engineering, empirical studies |
| 1 | Tim Menzies, Justin S. Di Stefano |
How Good Is Your Blind Spot Sampling Policy? |
HASE |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Tim Menzies, Justin S. Di Stefano |
More Success and Failure Factors in Software Reuse. |
IEEE Trans. Software Eng. |
2003 |
DBLP DOI BibTeX RDF |
machine learning, Reuse |
| 1 | Tim Menzies |
Editorial: model-based requirements engineering. |
Requir. Eng. |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Tim Menzies, Ying Hu |
Data Mining for Very Busy People. |
IEEE Computer |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Tim Menzies |
Guest Editor's Introduction: 21st Century AI--Proud, Not Smug. |
IEEE Intelligent Systems |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Martin S. Feather, Tim Menzies, Judith R. Connelly |
Matching Software Practitioner Needs to Researcher Activities. |
APSEC |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Tim Menzies, Justin S. Di Stefano, Kareem Ammar, Kenneth McGill, Pat Callis, Robert (Mike) Chapman, John Davis |
When Can We Test Less? |
IEEE METRICS |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Tim Menzies, Justin S. Di Stefano, Mike Chapman |
Learning Early Lifecycle IV&V Quality Indicators. |
IEEE METRICS |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Dustin Geletko, Tim Menzies |
Model-Based Software Testing via Incremental Treatment Learning. |
SEW |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | David Owen, Tim Menzies, Mats Per Erik Heimdahl, Jimin Gao |
On the Advantages of Approximate vs. Complete Verification: Bigger Models, Faster, Less Memory, Usually Accurate. |
SEW |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Martin S. Feather, Tim Menzies, Judith R. Connelly |
Relating Practitioner Needs to Research Activities. (PDF / PS) |
RE |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | David Owen, Tim Menzies |
Lurch: a Lightweight Alternative to Model Checking. |
SEKE |
2003 |
DBLP BibTeX RDF |
|
| 1 | Tim Menzies, Robyn R. Lutz, Ines Carmen Mikulski |
Better Analysis of Defect Data at NASA. |
SEKE |
2003 |
DBLP BibTeX RDF |
|
| 1 | Tim Menzies, James D. Kiper, Martin S. Feather |
Improved Software Engineering Decision Support Through Automatic Argument Reduction Tools. |
SEKE |
2003 |
DBLP BibTeX RDF |
|
| 1 | Yan Liu 0003, Srikanth Gururajan, Bojan Cukic, Tim Menzies, Marcello R. Napolitano |
Validating an Online Adaptive System Using SVDD. |
ICTAI |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Tim Menzies, Robert F. Cohen, Sam Waugh, Simon Goss |
Applications of Abduction: Testing Very Long Qualitative Simulations. |
IEEE Trans. Knowl. Data Eng. |
2002 |
DBLP DOI BibTeX RDF |
complexity, Validation, abduction, qualitative reasoning |
| 1 | Eliza Chiang, Tim Menzies |
Simulations for very early lifecycle quality evaluations. |
Software Process: Improvement and Practice |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | David Owen, Tim Menzies, Bojan Cukic |
What Makes Finite-State Models More (or Less) Testable? |
ASE |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Tim Menzies, David Raffo, Siri-on Setamanit, Ying Hu, Sina Tootoonia |
Model-Based Tests of Truisms. |
ASE |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | David Owen, Bojan Cukic, Tim Menzies |
An Alternative to Model Checking: Verification by Random Search of AND-OR Graphs Representing Finite-State Models. |
HASE |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Tim Menzies, David Owen, Bojan Cukic |
You Seem Friendly, But Can I Trust You? |
FAABS |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Tim Menzies, Adrian R. Pearce, Clinton Heinze, Simon Goss |
What Is an Agent and Why Should I Care? |
FAABS |
2002 |
DBLP DOI BibTeX RDF |
Evaluation, object-oriented, agent-oriented |
| 1 | Martin S. Feather, Tim Menzies |
Converging on the Optimal Attainment of Requirements. (PDF / PS) |
RE |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Tim Menzies, Lindsay Mason |
Some prolog macros for rule-based programming: why? how? |
ACM SIGPLAN Workshop on Rule-Based Programming |
2002 |
DBLP DOI BibTeX RDF |
prolog, history, rule-based programming |
| 1 | Yan Liu 0003, Tim Menzies, Bojan Cukic |
Data Sniffing - Monitoring of Machine Learning for Online Adaptive Systems. |
ICTAI |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Justin S. Di Stefano, Tim Menzies |
Machine Learning for Software Engineering: Case Studies in Software Reuse. |
ICTAI |
2002 |
DBLP DOI BibTeX RDF |
AI algorithms, AI in software engineering, AI in data mining, treatment learning, association rule learning, J4.8, J4.8 PART, TAR2, machine learning, empirical studies, reuse, APRIORI, decision tree learning, C4.5 |
| 1 | Tim Menzies, David Owen, Bojan Cukic |
Saturation Effects in Testing of Formal Models. |
ISSRE |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Tim Menzies, James D. Kiper |
Better Reasoning About Software Engineering Activities. |
ASE |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Tim Menzies, Harshinder Singh |
How AI Can Help SE; or: Randomized Search Not Considered Harmful. |
Canadian Conference on AI |
2001 |
DBLP DOI BibTeX RDF |
|
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