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DiffGen: Automated Regression Unit-Test Generation

Kunal Taneja, Tao Xie
<span title="">2008</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/hj24pr6lvba3dfi5muhp4mz5tm" style="color: black;">2008 23rd IEEE/ACM International Conference on Automated Software Engineering</a> </i> &nbsp;
We present an approach and its implementation called DiffGen for automated regression unit-test generation and checking for Java programs.  ...  DiffGen then uses a coverage-based test generation tool to generate test inputs for covering the added branches to expose behavioral differences.  ...  Test Generator The Test Generator component uses JUnit Factory [8] for test generation. JUnit Factory is a commercial automated characterization test generator based on Agitar [1] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/ase.2008.60">doi:10.1109/ase.2008.60</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/kbse/TanejaX08.html">dblp:conf/kbse/TanejaX08</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/xeelra7gbjh5tn66uzvhazhthu">fatcat:xeelra7gbjh5tn66uzvhazhthu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170810205914/http://web.engr.illinois.edu/~taoxie/publications/ase08-diffgen.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/52/aa/52aad9d46088312e7d428606d131b16d11e72be6.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/ase.2008.60"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Automated unit test generation for evolving software

Sina Shamshiri
<span title="">2015</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/dj7g645z6zfl5lut4iwy5walyu" style="color: black;">Proceedings of the 2015 10th Joint Meeting on Foundations of Software Engineering - ESEC/FSE 2015</a> </i> &nbsp;
Initial evaluation results show that our approach can be effective on detecting such changes, but there remain challenges in scaling up test generation and making the tests useful to developers, both of  ...  We propose a search-based approach that aims to automatically generate tests which can reveal functionality changes, given two versions of a program (e.g., pre-change and post-change).  ...  Another approach named DiffGen by Taneja and Xie [13] generates regression tests using instrumented test drivers.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2786805.2803196">doi:10.1145/2786805.2803196</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/sigsoft/Shamshiri15.html">dblp:conf/sigsoft/Shamshiri15</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/elug7xnlaje2lk4rpm2ge7y4bu">fatcat:elug7xnlaje2lk4rpm2ge7y4bu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190218125056/https://static.aminer.org/pdf/20170130/pdfs/sigsoft/az3ubc2ikzjyrprqylfp7oifwvdjm8ln.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/6c/95/6c950af7d964972f0830a58a4ad54366e46b82ad.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2786805.2803196"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Search-Based Propagation of Regression Faults in Automated Regression Testing

Sina Shamshiri, Gordon Fraser, Phil Mcminn, Alessandro Orso
<span title="">2013</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2vets7bfvjgrfdnvqtw7wrhqk4" style="color: black;">2013 IEEE Sixth International Conference on Software Testing, Verification and Validation Workshops</a> </i> &nbsp;
To address this propagation aspect, we present EVOSUITER, an extension of the EVOSUITE unit test generation tool.  ...  Our approach generates tests that propagate regression faults to an observable difference using a searchbased approach, and captures this observable difference with test assertions.  ...  In this paper, we presented EVOSUITER, as a new approach to automated regression testing and test suite generation.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icstw.2013.51">doi:10.1109/icstw.2013.51</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/icst/ShamshiriFMO13.html">dblp:conf/icst/ShamshiriFMO13</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/e6vpkga65nhyzlud27bnxylika">fatcat:e6vpkga65nhyzlud27bnxylika</a> </span>
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Software semantics and syntax as a tool for automated test generation

Nadia Nahar, Kazi Sakib
<span title="">2017</span> <i title="Inderscience Publishers"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/pr47kuywqvamxe7alhoqilb6re" style="color: black;">International Journal of Critical Computer-Based Systems</a> </i> &nbsp;
Test automation saves time and cost by digitising test generation and execution.  ...  Class methods and sequence of calls are extracted from UMLs, and syntax for class instantiations and method calls are accumulated from source code to generate unit and integration tests.  ...  Other approaches Regression test generation has also been emphasised by some authors. Taneja and Xie (2008) presented an automated regression unit test generator called DiffGen for Java programs.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1504/ijccbs.2017.10011030">doi:10.1504/ijccbs.2017.10011030</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/3tgekzvznnfw5dee63fhztu4zm">fatcat:3tgekzvznnfw5dee63fhztu4zm</a> </span>
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An Approach and Benchmark to Detect Behavioral Changes of Commits in Continuous Integration [article]

Benjamin Danglot, Martin Monperrus, Walter Rudametkin, Benoit Baudry
<span title="2019-12-16">2019</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Our evaluation shows that DCI is able to generate test methods that detect behavioral changes. Our approach is fully automated and can be integrated into current development processes.  ...  Thanks to continuous integration (CI), the test is run on subsequent commits to check that they do no introduce a regression for that behavior.  ...  They use an automated characterization test generator (ACTG) to generate test suite for both version of the program.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1902.08482v3">arXiv:1902.08482v3</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/mhymhj4nnraxzlvnzlwtovam4i">fatcat:mhymhj4nnraxzlvnzlwtovam4i</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200827223907/https://arxiv.org/pdf/1902.08482v3.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/38/6c/386c5d9ff49ea462fabb9c3bc722bfc868a14db9.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1902.08482v3" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Efficiently approximating query optimizer plan diagrams

Atreyee Dey, Sourjya Bhaumik, Harish D, Jayant R. Haritsa
<span title="2008-08-01">2008</span> <i title="VLDB Endowment"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/p6rqwwpkkjbcldejepcehaalby" style="color: black;">Proceedings of the VLDB Endowment</a> </i> &nbsp;
Our techniques are customized to the features available in the optimizer's API, ranging from the generic optimizers that provide only the optimal plan for a query, to those that also support costing of  ...  DiffGen.  ...  In our future work, we plan to investigate automated schemes for setting the appropriate value of ρt.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.14778/1454159.1454173">doi:10.14778/1454159.1454173</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/5wjob3ofp5ahvf3u7rvnp54hha">fatcat:5wjob3ofp5ahvf3u7rvnp54hha</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20110721161621/http://dsl.serc.iisc.ernet.in/publications/conference/approx.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/d3/15/d315b5bdd58c7fad3a638b38a8105e198a6147eb.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.14778/1454159.1454173"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

KeYGenU: combining verification-based and capture and replay techniques for regression unit testing

Bernhard Beckert, Christoph Gladisch, Shmuel Tyszberowicz, Amiram Yehudai
<span title="">2011</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/kzctxbvrwvbefnl5krvhhznpru" style="color: black;">International Journal of Systems Assurance Engineering and Management</a> </i> &nbsp;
This combination provides isolated unit test suites with high code-coverage. The generated tests can also be used for regression testing.  ...  When changing existing code it is advocated to run the unit tests to avoid regression bugs. However, in many cases legacy software has no unit tests.  ...  In Section 3.2 we related our work to test selection and prioritization techniques [20, 23] . DiffGen [37] is another tool that automatically generates regression unit-tests.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s13198-011-0068-3">doi:10.1007/s13198-011-0068-3</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/yetgpp6lmfaqnblgsxk4pukkiq">fatcat:yetgpp6lmfaqnblgsxk4pukkiq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190304232838/http://pdfs.semanticscholar.org/c2d6/daae49eb2f92a1215bbb774031feee059199.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/c2/d6/c2d6daae49eb2f92a1215bbb774031feee059199.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s13198-011-0068-3"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Software testing: a research travelogue (2000–2014)

Alessandro Orso, Gregg Rothermel
<span title="">2014</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/wvv27s77dvd5flktsj246kcxwu" style="color: black;">Proceedings of the on Future of Software Engineering - FOSE 2014</a> </i> &nbsp;
Nevertheless, we hope that the approach we followed helps this paper better reflect not only our views, but also those of the software testing community in general.  ...  what they believed were (1) the most significant contributions to software testing since 2000 and (2) the greatest open challenges and opportunities for future research in this area.  ...  We are extremely grateful to all of our colleagues who found time to respond (in several cases quite extensively) to our request for input on contributions and challenges in the area of software testing  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2593882.2593885">doi:10.1145/2593882.2593885</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/icse/OrsoR14.html">dblp:conf/icse/OrsoR14</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/qrgtbowbubaexljt7fmhr3euzm">fatcat:qrgtbowbubaexljt7fmhr3euzm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20160418022322/http://www.cc.gatech.edu:80/~orso/papers/orso.rothermel.ICSE2014-FOSE.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/7f/be/7fbe2aac3e8bfd4b51e5c177f824827e6ebec5b1.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2593882.2593885"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Effective test generation and adequacy assessment for JavaScript-based web applications

Shabnam Mirshokraie
<span title="">2014</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/5ttq32n6ujhkxfb7h22ytvohp4" style="color: black;">Proceedings of the 2014 International Symposium on Software Testing and Analysis - ISSTA 2014</a> </i> &nbsp;
test suite to automatically generate assertions for unit-level testing of JavaScript functions.  ...  We proposed (1) a new automated technique for JavaScript regression testing, which is based on inferring invariant assertions, (2) the first JavaScript mutation testing tool, capable of guiding the mutation  ...  Conclusions In this work, we presented an automated technique to generate JavaScript unit test assertions; given a web application and a UI-level test suite, we generate assertions that can capture regression  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2610384.2631832">doi:10.1145/2610384.2631832</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/issta/Mirshokraie14.html">dblp:conf/issta/Mirshokraie14</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/r5vzqzi66repdj5shshfsy3gmi">fatcat:r5vzqzi66repdj5shshfsy3gmi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200221054111/https://open.library.ubc.ca/media/download/pdf/24/1.0167728/4" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/3d/d9/3dd9be65a45cf0e8cc939be9a04bed5971e21097.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2610384.2631832"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Mutation-driven generation of unit tests and oracles

Gordon Fraser, Andreas Zeller
<span title="">2010</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/5ttq32n6ujhkxfb7h22ytvohp4" style="color: black;">Proceedings of the 19th international symposium on Software testing and analysis - ISSTA &#39;10</a> </i> &nbsp;
We present an automated approach to generate unit tests that detect these mutations for object-oriented classes.  ...  Evaluated on 10 open source libraries, our µTEST prototype generates test suites that find significantly more seeded defects than the original manually written test suites.  ...  This project has been funded by DFG grant Ze509/5-1, and by a Google Focused Research Award on "Test Amplification".  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1831708.1831728">doi:10.1145/1831708.1831728</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/issta/FraserZ10.html">dblp:conf/issta/FraserZ10</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ygqnbs2jlfbnhctonipegaebtu">fatcat:ygqnbs2jlfbnhctonipegaebtu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170808190413/http://staffwww.dcs.shef.ac.uk/people/G.Fraser/wp-content/papercite-data/pdf/tse12_mutation.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/4b/e1/4be1d0dee79ebafcaa9480e2606e18331cd86020.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1831708.1831728"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Mutation-Driven Generation of Unit Tests and Oracles

Gordon Fraser, Andreas Zeller
<span title="">2012</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/dthyqga2onff5nwf4agwqtrhxi" style="color: black;">IEEE Transactions on Software Engineering</a> </i> &nbsp;
We present an automated approach to generate unit tests that detect these mutations for object-oriented classes.  ...  Evaluated on 10 open source libraries, our µTEST prototype generates test suites that find significantly more seeded defects than the original manually written test suites.  ...  This project has been funded by DFG grant Ze509/5-1, and by a Google Focused Research Award on "Test Amplification".  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tse.2011.93">doi:10.1109/tse.2011.93</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/sicmcdoi7zetbpr2llsgs7r5te">fatcat:sicmcdoi7zetbpr2llsgs7r5te</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170808190413/http://staffwww.dcs.shef.ac.uk/people/G.Fraser/wp-content/papercite-data/pdf/tse12_mutation.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/4b/e1/4be1d0dee79ebafcaa9480e2606e18331cd86020.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tse.2011.93"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Dodona: automated oracle data set selection

Pablo Loyola, Matt Staats, In-Young Ko, Gregg Rothermel
<span title="">2014</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/5ttq32n6ujhkxfb7h22ytvohp4" style="color: black;">Proceedings of the 2014 International Symposium on Software Testing and Analysis - ISSTA 2014</a> </i> &nbsp;
Software complexity has increased the need for automated software testing. Most research on automating testing, however, has focused on creating test input data.  ...  In this work, we describe Dodona, a system that supports the generation of test oracles.  ...  Several tools exist for automatically generating invariant-based test oracles for use in regression testing, including Eclat [15] and DiffGen [23] , though such work assumes the program is currently  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2610384.2610408">doi:10.1145/2610384.2610408</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/issta/LoyolaSKR14.html">dblp:conf/issta/LoyolaSKR14</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/hiitystvlrb6jbvf7smcbn3zum">fatcat:hiitystvlrb6jbvf7smcbn3zum</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170808164456/http://www.utdallas.edu/~lxz144130/cs6301-readings/oracle-staats-issta14.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/5a/5c/5a5cb606c3625583f88e10a3aefdf3df1b8d9a17.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2610384.2610408"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Automated oracle creation support, or: How I learned to stop worrying about fault propagation and love mutation testing

Matt Staats, Gregory Gay, Mats P. E. Heimdahl
<span title="">2012</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/wvv27s77dvd5flktsj246kcxwu" style="color: black;">2012 34th International Conference on Software Engineering (ICSE)</a> </i> &nbsp;
This approach is based on the use of mutation analysis to rank variables in terms of fault-finding effectiveness, thus automating the selection of the oracle data.  ...  In testing, the test oracle is the artifact that determines whether an application under test executes correctly.  ...  Several tools exist for automatically generating invariant-based test oracles for use in regression testing, including Eclat [20] , DiffGen [29] , and work by Evans and Savoy [8] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icse.2012.6227132">doi:10.1109/icse.2012.6227132</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/icse/StaatsGH12.html">dblp:conf/icse/StaatsGH12</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/nox4mgmr3bb6rjanbx4qt2sghi">fatcat:nox4mgmr3bb6rjanbx4qt2sghi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170808084217/http://www.greggay.com/pdf/12oracle.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/9f/57/9f572bbf02fdb7798bf40c0aaad3301d37c10218.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icse.2012.6227132"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

A Large-Scale Evaluation of Automated Unit Test Generation Using EvoSuite

Gordon Fraser, Andrea Arcuri
<span title="2014-12-23">2014</span> <i title="Association for Computing Machinery (ACM)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/7dwkv5m7lfbbpi6he2w2suk6b4" style="color: black;">ACM Transactions on Software Engineering and Methodology</a> </i> &nbsp;
In the past, we have demonstrated scientific advance in automated unit test generation with the EVOSUITE tool by evaluating it on manually selected open source projects or examples that represent a particular  ...  In this paper we present the results of a large experiment in unit test generation using the EVOSUITE tool on 100 randomly chosen open source projects, the 10 most popular open source projects according  ...  Furthermore, beside automated unit test generation, SF110 can also be used for empirical analyses in other software engineering tasks, like for example mutation and regression testing.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2685612">doi:10.1145/2685612</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ek5bcdydyfa6jo4nei3jnthfle">fatcat:ek5bcdydyfa6jo4nei3jnthfle</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20160411000707/http://www.evosuite.org/wp-content/papercite-data/pdf/tosem_evaluation.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/49/c2/49c2fbef9d445f8cba1904ca13698e4a3a5f6d7d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2685612"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Automated Oracle Data Selection Support

Gregory Gay, Matt Staats, Michael Whalen, Mats P. E. Heimdahl
<span title="2015-11-01">2015</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/dthyqga2onff5nwf4agwqtrhxi" style="color: black;">IEEE Transactions on Software Engineering</a> </i> &nbsp;
Experimental results obtained by employing our method over six industrial systems (while varying test input types and the number of generated mutants) indicate that our method-when paired with test inputs  ...  This approach is based on the use of mutation analysis to rank variables in terms of fault-finding effectiveness, thus automating the selection of the oracle data.  ...  In some scenarios, such as regression testing, we can automate definition of expected values.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tse.2015.2436920">doi:10.1109/tse.2015.2436920</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/mzypzbiuhrhmdezjqic4b3ct5i">fatcat:mzypzbiuhrhmdezjqic4b3ct5i</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190313153848/https://www.umsec.umn.edu/sites/www.umsec.umn.edu/files/main_oracle_creation.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/57/28/57286577e0f54327227ea08794e2f9160d30b51d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tse.2015.2436920"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>
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