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A study on fault-proneness detection of object-oriented systems

F. Fioravanti, P. Nesi
<i title="IEEE Comput. Soc"> Proceedings Fifth European Conference on Software Maintenance and Reengineering </i> &nbsp;
Fault proneness detection in object-oriented systems is an interesting area for software companies and researchers.  ...  This paper reports a research study started from the analysis of more than 200 different object-oriented metrics extracted from the literature with the aim of identifying suitable models for the detection  ...  A warm thanks to the people who have worked in the past for the implementation and test of the several components of our code analyzer, TAC++.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/csmr.2001.914976">doi:10.1109/csmr.2001.914976</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/odmavgwavzhxlnj5s5vbdumoq4">fatcat:odmavgwavzhxlnj5s5vbdumoq4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20030509095003/http://www.fioravanti.firenze.it:80/papers/fioravanti-CSMR2001.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/d5/c1/d5c1aca7e5202c0064ca491dd2da0d8fa4b89547.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/csmr.2001.914976"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

A study on fault-proneness detection of object-oriented systems

F. Fioravanti, P. Nesi
<i title="IEEE Comput. Soc"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/7bxtpp5fdjfohafns6t4goc57q" style="color: black;">Proceedings Fifth European Conference on Software Maintenance and Reengineering</a> </i> &nbsp;
Fault proneness detection in object-oriented systems is an interesting area for software companies and researchers.  ...  This paper reports a research study started from the analysis of more than 200 different object-oriented metrics extracted from the literature with the aim of identifying suitable models for the detection  ...  A warm thanks to the people who have worked in the past for the implementation and test of the several components of our code analyzer, TAC++.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/.2001.914976">doi:10.1109/.2001.914976</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/csmr/FioravantiN01.html">dblp:conf/csmr/FioravantiN01</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/7ep3igph3vgndgnppml6qcazzm">fatcat:7ep3igph3vgndgnppml6qcazzm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20030509095003/http://www.fioravanti.firenze.it:80/papers/fioravanti-CSMR2001.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/d5/c1/d5c1aca7e5202c0064ca491dd2da0d8fa4b89547.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/.2001.914976"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Quality Prediction of Object Oriented Software Using Density Based Clustering Approach

Supreet Kaur
<span title="">2011</span> <i title="IACSIT Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/3zatj3ngx5g7ho7ki6fvv35s7m" style="color: black;">International Journal of Engineering and Technology</a> </i> &nbsp;
) data repository on the basis of fault proneness of the classes.  ...  In this study, the performance of the Density-Based Spatial Clustering of Applications with Noise (DBSCAN) is evaluated for Java based Object Oriented Software system from NASA Metrics Data Program (MDP  ...  Collection of metric and fault proneness data for the object oriented systems 3.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.7763/ijet.2011.v3.267">doi:10.7763/ijet.2011.v3.267</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/4xfeai623rcz3jmqpugrcjj6sm">fatcat:4xfeai623rcz3jmqpugrcjj6sm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170810140254/http://ijetch.org/papers/267-T781.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/32/4b32169ba4f352832206fb1362cf0041a6c3a348.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.7763/ijet.2011.v3.267"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

A study on software fault prediction techniques

Santosh S. Rathore, Sandeep Kumar
<span title="2017-05-30">2017</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/srtrvzrec5a3fmhgvgc3676jlu" style="color: black;">Artificial Intelligence Review</a> </i> &nbsp;
This paper presents the results of a systematic review conducted to collect evidence on software fault prediction techniques.  ...  The review was conducted by studying the different set of parameters at class level, component level and other software fault prediction techniques considering object oriented design approach.  ...  IEEE Xplore 2010 8 ID5[5] Prediction of fault Applied on object oriented (OO) software systems proneness for 1.Fault content method.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s10462-017-9563-5">doi:10.1007/s10462-017-9563-5</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/f5im3t2iw5a6boy2kqmk6qaeba">fatcat:f5im3t2iw5a6boy2kqmk6qaeba</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170829163347/http://idosi.org/wasj/wasj33(3)15/2.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/e3/75/e37568aed07f4300ec819fb90e739f4f4db3da6e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s10462-017-9563-5"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Anti-pattern Mutations and Fault-proneness

Fehmi Jaafar, Foutse Khomh, Yann-Gael Gueheneuc, Mohammad Zulkernine
<span title="">2014</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/mzbflpankzgxpluiwlm63hodim" style="color: black;">2014 14th International Conference on Quality Software</a> </i> &nbsp;
Many previous studies have shown that these anti-patterns have negative effects on code quality, in particular fault-proneness.  ...  Results show that (1) anti-patterns mutate from one type of anti-patterns to another, (2) structural changes are behind these mutations, and (3) some mutations are more risky in terms of fault-proneness  ...  In object-oriented systems, an antipattern can pertain to one class or a set of classes.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/qsic.2014.45">doi:10.1109/qsic.2014.45</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/qsic/JaafarKGZ14.html">dblp:conf/qsic/JaafarKGZ14</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/xig5s7mprfbx7psl7ltas6mxb4">fatcat:xig5s7mprfbx7psl7ltas6mxb4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200321094505/http://swat.polymtl.ca/~foutsekh/docs/qsic14.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/c3/81/c381931e170c7ca770b303de25a1a5c44575a5b3.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/qsic.2014.45"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Analysis of CK Metrics to Predict Software Fault-Proneness using Bayesian Inference

Heena Kapila, Satwinder Singh
<span title="2013-07-26">2013</span> <i title="Foundation of Computer Science"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/b637noqf3vhmhjevdfk3h5pdsu" style="color: black;">International Journal of Computer Applications</a> </i> &nbsp;
These findings suggest that there is a relationship between faulty classes and object-oriented metrics. This study demonstrates as the performance evaluation technique for any piece of software.  ...  We examine the open source Eclipse system, which has a strong industrial usage. The focus of the study is to design Bayesian Inference graph and predict faults for next piece of software.  ...  BAYESIAN INFERENCE In this study Bayesian inference model is design to relate Object-Oriented software metrics to software fault content and fault proneness.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5120/12854-9152">doi:10.5120/12854-9152</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/qnjng4dek5g27dkh7rpogysmsq">fatcat:qnjng4dek5g27dkh7rpogysmsq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180720042330/https://research.ijcaonline.org/volume74/number2/pxc3889152.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/37/4b/374b4dc0dc2c6303182a28833a230ffa939151a8.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5120/12854-9152"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

A Genetic Algorithm Based Classification Approach For Finding Fault Prone Classes

Parvinder S. Sandhu, Satish Kumar Dhiman, Anmol Goyal
<span title="2009-12-25">2009</span> <i title="Zenodo"> Zenodo </i> &nbsp;
Early detection of fault-prone software components enables verification experts to concentrate their time and resources on the problem areas of the software system under development.  ...  Fault-proneness of a software module is the probability that the module contains faults.  ...  They presented the results of an empirical validation study of a set of object-oriented metrics.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.1083004">doi:10.5281/zenodo.1083004</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/rgoipmjxx5gezmlko2mjgbc3s4">fatcat:rgoipmjxx5gezmlko2mjgbc3s4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200116054712/https://zenodo.org/record/1083005/files/14456.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/58/01/5801ebcc2783ccb5036673efd0fcd2f19b26178d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.1083004"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> zenodo.org </button> </a>

An efficient logistic regression and ant colony optimization-based object-oriented quality prediction

Jitendrea Kumar Saha, Kailash Patidar, Rishi Kushwah, Gaurav Saxena
<span title="2020-04-30">2020</span> <i title="Association of Computer, Communication and Education for National Triumph Social and Welfare Society (ACCENTS)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/wlfkbv2dhvbjdlq3chsrnvgrpm" style="color: black;">ACCENTS Transactions on Information Security</a> </i> &nbsp;
The dataset has been considered based on the object-oriented codes. The code considered here are completely equipped with object-oriented features for the complete analysis.  ...  Then F-Measure, Odd Ratio and Power have been considered for the analysis of the classification based on LR-ACO. The result after LR-ACO shows better accuracy as comparison to the previous methods.  ...  Conflicts of interest The authors have no conflicts of interest to declare.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.19101/tis.2020.517006">doi:10.19101/tis.2020.517006</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/mwrmzgxuobc5lb4sljktoz3xzm">fatcat:mwrmzgxuobc5lb4sljktoz3xzm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210428074403/https://www.accentsjournals.org/PaperDirectory/Journal/TIS/2020/4/1.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/b0/f4/b0f41bc84582d9df5e72fb2b457fdeddc88eca2c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.19101/tis.2020.517006"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Object oriented quality prediction through artificial intelligence and machine learning: a survey

Jitendrea Kumar Saha, Kailash Patidar, Rishi Kushwah, Gaurav Saxena
<span title="2020-01-30">2020</span> <i title="Association of Computer, Communication and Education for National Triumph Social and Welfare Society (ACCENTS)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/wlfkbv2dhvbjdlq3chsrnvgrpm" style="color: black;">ACCENTS Transactions on Information Security</a> </i> &nbsp;
In this paper a survey and the case analytics have been presented for the object-oriented quality prediction. It shows the analytical and experimental aspects of previous methodologies.  ...  Object- oriented quality metrics prediction can help in the estimation of software quality of any defects and the chances of errors.  ...  Conflicts of interest The authors have no conflicts of interest to declare.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.19101/tis.2020.517005">doi:10.19101/tis.2020.517005</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/vqsixyz3nbco7m4i2tpjoymvgu">fatcat:vqsixyz3nbco7m4i2tpjoymvgu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210428075843/https://www.accentsjournals.org/PaperDirectory/Journal/TIS/2020/1/1.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/d7/11/d711d2ff2a37847f9f168c5bf86ee47ba1d65cec.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.19101/tis.2020.517005"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

On the Relationship between Program Evolution and Fault-Proneness: An Empirical Study

F. Jaafar, S. Hassaine, Y. Gueheneuc, S. Hamel, B. Adams
<span title="">2013</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/7bxtpp5fdjfohafns6t4goc57q" style="color: black;">2013 17th European Conference on Software Maintenance and Reengineering</a> </i> &nbsp;
We perform an empirical study, on three open-source programs: ArgoUML, JFreechart, and XercesJ, to examine the relation between the evolution of object-oriented source code at class level and fault-proneness  ...  Over the years, many researchers have studied the evolution and maintenance of object-oriented source code in order to understand the possibly costly erosion of the software.  ...  ACKNOWLEDGMENT This work has been partly funded a FQRNT team grant and the Canada Research Chair in Software Patterns and Patterns of Software.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/csmr.2013.12">doi:10.1109/csmr.2013.12</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/csmr/JaafarHGHA13.html">dblp:conf/csmr/JaafarHGHA13</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/akl6i6dwhrg2lbdwk3jnuvoppy">fatcat:akl6i6dwhrg2lbdwk3jnuvoppy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180721172921/http://www.ptidej.net/publications/documents/CSMR13c.doc.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/28/52/2852fd26c02b7c5128f9bb3d2d3daf57898caefd.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/csmr.2013.12"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

The prediction of faulty classes using object-oriented design metrics

Khaled El Emam, Walcelio Melo, Javam C. Machado
<span title="">2001</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/kqzhqyka2ffqdlbon77fd6trwm" style="color: black;">Journal of Systems and Software</a> </i> &nbsp;
In this paper we report on a study that used object-oriented design metrics to construct such prediction models.  ...  The study used data collected from one version of a commercial Java application for constructing a prediction model. The model was then validated on a subsequent release of the same application.  ...  Conclusions In this paper we performed a validation of object-oriented design metrics on a commercial Java system.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/s0164-1212(00)00086-8">doi:10.1016/s0164-1212(00)00086-8</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/fowycn72gfexbbnkhbnpcserfm">fatcat:fowycn72gfexbbnkhbnpcserfm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180721125452/http://nparc.nrc-cnrc.gc.ca/eng/view/accepted/?id=284d9d89-97be-4aaf-b706-aad56b4a24f3" 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/a1/b5/a1b591ab368ca3607b86fb32e9849596cff4440b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/s0164-1212(00)00086-8"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

OCL FORMAL SPECIFICATION BASED METRICS AS A MEASURE OF COMPLEXITY AND FAULT-PRONENESS

A. JALILA, D. JEYA MALA, S. BALAMURUGAN, K. SABARI NATHAN
<span title="">2014</span> <i title="Institute for Project Management Pvt. Ltd"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/amjkh7l5ijfvxip63iw3cqsjwq" style="color: black;">International Journal of Computer Science and Informatics</a> </i> &nbsp;
The study shows that an analysis on OCL formal specification based metrics is effective in identifying fault-prone components of the system.  ...  Relative weight has been assigned to each metric which is selected for the proposed study, based on its importance in fault-prone components identification.  ...  ACKNOWLEDGMENT The proposed paper is a part of the UGC major research project supported by University Grants Commission (UGC), New Delhi, India  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.47893/ijcsi.2014.1182">doi:10.47893/ijcsi.2014.1182</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/kznoszw6srht5fa7575cb75cbm">fatcat:kznoszw6srht5fa7575cb75cbm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210103105153/https://www.interscience.in/cgi/viewcontent.cgi?article=1182&amp;context=ijcsi" 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/47/6d/476d5f73e7eb065689b9293ee2c0e14c11e2655a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.47893/ijcsi.2014.1182"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Reasoning about Faults in Aspect-Oriented Programs: A Metrics-Based Evaluation

Rachel Burrows, Francois Taïani, Alessandro Garcia, Fabiano Cutigi Ferrari
<span title="">2011</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/cmtxa734ezfojns2jrwgh64rym" style="color: black;">2011 IEEE 19th International Conference on Program Comprehension</a> </i> &nbsp;
This paper presents an exploratory study focused on the analysis of how faults are introduced during maintenance tasks involving aspects.  ...  Unfortunately, we still lack a good understanding of how faults are introduced in evolving aspect-oriented programs.  ...  The criteria for metrics selection are based on their popularity as well as their effectiveness in indicating fault-proneness in industrystrength systems [17, 18] , object-oriented [2, 3, 4, 5] programs  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icpc.2011.30">doi:10.1109/icpc.2011.30</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/iwpc/BurrowsTGF11.html">dblp:conf/iwpc/BurrowsTGF11</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/w7azyafqtndvjote7s3wi5p6he">fatcat:w7azyafqtndvjote7s3wi5p6he</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170922235220/http://ftaiani.ouvaton.org/ressources/icpc2011.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/22/78/2278071e4d3bc10d2528c907d15cd54e32b3f94f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icpc.2011.30"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Fault Prediction Using Statistical and Machine Learning Methods for Improving Software Quality

Ruchika Malhotra, Ankita Jain
<span title="2012-06-30">2012</span> <i title="Korea Information Processing Society"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/y3ltsdr4zrbqlhgyiky5cy5aye" style="color: black;">Journal of Information Processing Systems</a> </i> &nbsp;
In this paper, we predict a model to estimate fault proneness using Object Oriented CK metrics and QMOOD metrics.  ...  Hence, based on these results it is reasonable to claim that quality models have a significant relevance with Object Oriented metrics and that machine learning methods have a comparable performance with  ...  We plan to replicate our study on larger datasets and industrial object oriented software systems.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3745/jips.2012.8.2.241">doi:10.3745/jips.2012.8.2.241</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/iakwyqdqnnetfe4j24i4v76ptq">fatcat:iakwyqdqnnetfe4j24i4v76ptq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170820211512/http://ocean.kisti.re.kr/downfile/volume/kips/E1JBB0/2012/v8n2/E1JBB0_2012_v8n2_241.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/9c/ec/9cec956e28b8d30989270bba92e5c0bb3626f8d5.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3745/jips.2012.8.2.241"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

SQUAD: Software Quality Understanding through the Analysis of Design

Foutse Khomh
<span title="">2009</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/qjdq73uwobgdxnahtgyqdrsouu" style="color: black;">2009 16th Working Conference on Reverse Engineering</a> </i> &nbsp;
Object-oriented software quality models usually use metrics of classes and of relationships among classes to assess the quality of systems.  ...  Second, we build quality models and apply and validate them on open-source and industrial objectoriented systems to show that they allow a more precise evaluation of the quality than traditional models  ...  RESEARCH CONTEXT: SOFTWARE QUALITY Maintenance costs during the past decades have reached more than 70% of the overall costs of object-oriented systems [1] , because of many factors, such as changing  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/wcre.2009.22">doi:10.1109/wcre.2009.22</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/wcre/Khomh99a.html">dblp:conf/wcre/Khomh99a</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/giammcny65eqtou5nsecigsjeq">fatcat:giammcny65eqtou5nsecigsjeq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170808235924/http://swat.polymtl.ca/~foutsekh/docs/Prop-DS-WCRE.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/3a/05/3a05a1fdb887da1fe0d5cc8d1afb82eadc6e6d4b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/wcre.2009.22"> <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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