references.bib

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address = {Virtual Event, USA},
note = {{In Press}},
author = {Cummaudo, A. and Graetsch, U.M. and Curumsing, M.K. and Barnett, S. and Vasa, R. and Grundy, J.},
booktitle = {Proceedings of the Sixth International Workshop on Emotion Awareness in Software Engineering},
keywords = {InPress},
mendeley-groups = {PhD Thesis Citations},
publisher = {IEEE},
title = {{Emotions in Computer Vision Service Q{\&}A}},
year = {2021}
}
@inproceedings{Cummaudo:2019icsme,
address = {Cleveland, OH, USA},
author = {Cummaudo, Alex and Vasa, Rajesh and Grundy, John and Abdelrazek, Mohamed and Cain, Andrew},
booktitle = {Proceedings of the 35th IEEE International Conference on Software Maintenance and Evolution},
doi = {10.1109/ICSME.2019.00051},
isbn = {978-1-72-813094-1},
mendeley-groups = {ACE2020,PhD Thesis Citations},
month = {December},
pages = {333--342},
publisher = {IEEE},
title = {{Losing Confidence in Quality: Unspoken Evolution of Computer Vision Services}},
year = {2019}
}
@inproceedings{Ohtake:2019vi,
address = {Daejeon, Republic of Korea},
author = {Ohtake, Tomohiro and Cummaudo, Alex and Abdelrazek, Mohamed and Vasa, Rajesh and Grundy, John},
booktitle = {Proceedings of the 19th International Conference on Web Engineering},
doi = {10.1007/978-3-030-19274-7\_28},
isbn = {978-3-03-019273-0},
issn = {1611-3349},
keywords = {Application programming interfaces,Artificial intelligence,Data integration,Supervised learning,Web services},
mendeley-groups = {PhD Thesis Citations},
month = {June},
pages = {391--406},
publisher = {Springer},
title = {{Merging intelligent API responses using a proportional representation approach}},
year = {2019}
}
@inproceedings{Graetsch:2021caise,
address = {Melbourne, VIC, Australia},
note = {{Submitted}},
author = {Graetsch, Ulrike Maria and Cummaudo, Alex and Curumsing, Maheswaree Kissoon and Vasa, Rajesh and Grundy, John},
booktitle = {Proceedings of the 33rd International Conference on Advanced Information Systems Engineering},
keywords = {InReview},
mendeley-groups = {PhD Thesis Citations},
publisher = {Springer},
title = {{Using Pre-Trained Emotion Classification Models against Stack Overflow Questions}},
year = {2021}
}
@inproceedings{Cummaudo:2019esem,
address = {Porto de Galinhas, Recife, Brazil},
author = {Cummaudo, Alex and Vasa, Rajesh and Grundy, John},
booktitle = {Proceedings of the 13th International Symposium on Empirical Software Engineering and Measurement},
doi = {10.1109/ESEM.2019.8870148},
isbn = {978-1-72-812968-6},
issn = {1949-3789},
keywords = {API,DevX,documentation,systematic mapping study,taxonomy},
mendeley-groups = {PhD Thesis Citations},
month = {October},
pages = {1--6},
publisher = {IEEE},
title = {{What should I document? A preliminary systematic mapping study into API documentation knowledge}},
year = {2019}
}
@inproceedings{Cummaudo:2020icse,
address = {Seoul, Republic of Korea},
author = {Cummaudo, Alex and Vasa, Rajesh and Barnett, Scott and Grundy, John and Abdelrazek, Mohamed},
booktitle = {Proceedings of the 42nd International Conference on Software Engineering},
doi = {10.1145/3377811.3380404},
mendeley-groups = {ACE2020,PhD Thesis Citations},
month = {June},
pages = {1584--1596},
publisher = {ACM},
title = {{Interpreting Cloud Computer Vision Pain-Points: A Mining Study of Stack Overflow}},
year = {2020}
}
@inproceedings{Cummaudo:2020fse-demo,
address = {Virtual Event, USA},
author = {Cummaudo, Alex and Barnett, Scott and Vasa, Rajesh and Grundy, John},
booktitle = {Proceedings of the 28th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering},
doi = {10.1145/3368089.3417919},
mendeley-groups = {PhD Thesis Citations},
month = {November},
pages = {1645--1649},
publisher = {ACM},
title = {{Threshy: Supporting Safe Usage of Intelligent Web Services}},
year = {2020}
}
@inproceedings{Cummaudo:2020fse,
address = {Virtual Event, USA},
author = {Cummaudo, Alex and Barnett, Scott and Vasa, Rajesh and Grundy, John and Abdelrazek, Mohamed},
booktitle = {Proceedings of the 28th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering},
doi = {10.1145/3368089.3409688},
mendeley-groups = {PhD Thesis Citations},
month = {November},
pages = {269--280},
publisher = {ACM},
title = {{Beware the evolving `intelligent' web service! An integration architecture tactic to guard AI-first components}},
year = {2020}
}
@article{Cummaudo:2020tse,
author = {Cummaudo, Alex and Vasa, Rajesh and Grundy, John and Abdelrazek, Mohamed},
doi = {10.1109/TSE.2020.3047088},
journal = {IEEE Transactions on Software Engineering},
mendeley-groups = {PhD Thesis Citations},
pages = {1--1},
title = {{Requirements of API Documentation: A Case Study into Computer Vision Services}},
year = {2020}
}
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doi = {10.2308/jeta-52095},
issn = {1558-7940},
journal = {Journal of Emerging Technologies in Accounting},
keywords = {Artificial intelligence,Augmented intelligence,Cognitive computing,Task automation,Workforce},
mendeley-groups = {PhD Thesis Citations},
number = {1},
pages = {199--215},
title = {{Cloud-based intelligent accounting applications: Accounting task automation using IBM watson cognitive computing}},
volume = {15},
year = {2018}
}
@misc{Finalyson:2018aa,
address = {Fredericksburg, VA, USA},
author = {Finalyson, Ian},
mendeley-groups = {PhD Thesis Citations},
publisher = {University of Mary Washington},
title = {{Nondeterministic Finite Automata}},
howpublished = {{[Online] Available: \url{http://bit.ly/319GOF9}}},
year = {2018}
}
@misc{Hadley:2006vv,
author = {Hadley, Marc J and Marc, Hadley},
booktitle = {Search},
mendeley-groups = {PhD Thesis Citations},
month = {August},
publisher = {W3C},
title = {{Web Application Description Language}},
howpublished = {{[Online] Available: \url{http://bit.ly/2RXRhQ1}}},
year = {2009}
}
@inproceedings{Ortiz:2017wg,
author = {Ortiz, Andres L Martinez},
booktitle = {EIAPortugal},
mendeley-groups = {PhD Thesis Citations},
month = {July},
title = {{Curating Content with Google Machine Learning Application Programming Interfaces}},
howpublished = {{[Online] Available: \url{http://bit.ly/2S40er8}}},
year = {2017}
}
@article{Canfora:2006vk,
author = {Canfora, Gerardo and {Di Penta}, Massimiliano},
doi = {10.1109/MITP.2006.51},
issn = {1520-9202},
journal = {IT Professional},
mendeley-groups = {PhD Thesis Citations},
number = {2},
pages = {10--17},
title = {{Testing services and service-centric systems: Challenges and opportunities}},
volume = {8},
year = {2006}
}
@inproceedings{gachechiladze2017,
address = {Buenos Aires, Argentina},
author = {Gachechiladze, Daviti and Lanubile, Filippo and Novielli, Nicole and Serebrenik, Alexander},
booktitle = {Proceedings of the 39th International Conference on Software Engineering: New Ideas and Emerging Technologies Results Track},
doi = {10.1109/ICSE-NIER.2017.18},
mendeley-groups = {ACE2020,PhD Thesis Citations},
month = {May},
organization = {IEEE},
pages = {11--14},
publisher = {IEEE},
title = {{Anger and its direction in collaborative software development}},
year = {2017}
}
@inproceedings{nishi2018test,
address = {V{\"{a}}ster{\aa}s, Sweden},
author = {Nishi, Yasuharu and Masuda, Satoshi and Ogawa, Hideto and Uetsuki, Keiji},
booktitle = {Proceedings of the 11th International Conference on Software Testing, Verification and Validation Workshops},
doi = {10.1109/ICSTW.2018.00060},
isbn = {978-1-53-866352-3},
keywords = {Artificial intelligence,Functional safety,Machine learning,Quality assurance,Test architecture,Test design,Test level,Test type},
mendeley-groups = {PhD Thesis Citations},
month = {April},
pages = {273--278},
publisher = {IEEE},
title = {{A test architecture for machine learning product}},
year = {2018}
}
@inproceedings{Thrun:1996wh,
address = {Denver, CO, USA},
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booktitle = {Proceedings of the 8th International Conference on Neural Information Processing Systems},
issn = {1049-5258},
mendeley-groups = {PhD Thesis Citations},
month = {November},
pages = {7},
publisher = {MIT Press},
title = {{Is Learning The n-th Thing Any Easier Than Learning The First?}},
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}
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mendeley-groups = {PhD Thesis Citations},
number = {5},
pages = {419--433},
title = {{Protein subcellular localization prediction using a hybrid of similarity search and Error-Correcting Output Code techniques that produces interpretable results}},
volume = {6},
year = {2006}
}
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mendeley-groups = {ACE2020,PhD Thesis Citations},
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mendeley-groups = {PhD Thesis Citations},
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@misc{ISO25010:2011,
author = {{International Organization for Standardization}},
mendeley-groups = {PhD Thesis Citations},
title = {{ISO25010:2011 - Systems and software engineering -- Systems and software Quality Requirements and Evaluation (SQuaRE) -- System and software quality models}},
year = {2011}
}
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keywords = {Mobile Software Architecture,Quality Model},
mendeley-groups = {PhD Thesis Citations},
month = {May},
pages = {105--114},
publisher = {IEEE},
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year = {2015}
}
@book{Grunwald:2007vg,
author = {Gr{\"{u}}nwald, Peter D},
doi = {10.7551/mitpress/4643.001.0001},
mendeley-groups = {PhD Thesis Citations},
publisher = {MIT press},
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year = {2019}
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mendeley-groups = {PhD Thesis Citations},
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mendeley-groups = {ACE2020,PhD Thesis Citations},
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type = {Book},
year = {2001}
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mendeley-groups = {PhD Thesis Citations},
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publisher = {IEEE},
title = {{Why, when, and what: Analyzing stack overflow questions by topic, type, and code}},
year = {2013}
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@inproceedings{lin2018sentiment,
address = {Gothenburg, Sweden},
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mendeley-groups = {PhD Thesis Citations},
month = {May},
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publisher = {ACM},
title = {{Sentiment analysis for software engineering: How far can we go?}},
year = {2018}
}
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issn = {1611-3349},
mendeley-groups = {PhD Thesis Citations},
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publisher = {Springer},
title = {{Prior knowledge in economic applications of data mining}},
volume = {1910},
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@book{kahneman2011thinking,
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mendeley-groups = {PhD Thesis Citations},
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issn = {1045-0823},
mendeley-groups = {PhD Thesis Citations},
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year = {2017}
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@misc{Classifi7:online,
note = {{Accessed: 5 February 2020}},
author = {{Google LLC}},
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}
@inproceedings{Iyengar:2017fb,
address = {Atlanta, GA, USA},
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keywords = {Cloud client,Cloud service ranking,Cognitive client,Cognitive services,Service ranking,Software development kit},
mendeley-groups = {PhD Thesis Citations},
month = {June},
pages = {1856--1864},
publisher = {IEEE},
title = {{Supporting Data Analytics Applications Which Utilize Cognitive Services}},
year = {2017}
}
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year = {2004}
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publisher = {Springer},
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mendeley-groups = {PhD Thesis Citations},
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mendeley-groups = {PhD Thesis Citations},
pages = {87--102},
publisher = {Springer},
title = {{MS-Celeb-1M: A Dataset and Benchmark for Large-Scale Face Recognition}},
year = {2016}
}
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address = {Cancun, Mexico},
archivePrefix = {arXiv},
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booktitle = {Proceedings of the 16th IEEE International Conference on Machine Learning and Applications},
doi = {10.1109/ICMLA.2017.0-172},
eprint = {1704.05051},
isbn = {978-1-53-861417-4},
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mendeley-groups = {PhD Thesis Citations},
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publisher = {IEEE},
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year = {2017}
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address = {Vancouver, BC, Canada},
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title = {{Data Mining: Practical Machine Learning Tools and Techniques}},
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author = {Calefato, Fabio and Lanubile, Filippo and Maiorano, Federico and Novielli, Nicole},
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mendeley-groups = {ACE2020,PhD Thesis Citations},
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pages = {1352--1382},
publisher = {Springer},
title = {{Sentiment polarity detection for software development}},
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year = {2018}
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address = {Pittsburgh, PA, USA},
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booktitle = {Proceedings of the 2012 ACM Conference on Ubiquitous Computing},
doi = {10.1145/2370216.2370437},
isbn = {9781450312240},
keywords = {activity recognition,benchmark dataset,fitness exercises,motion sensors,sensor displacement},
mendeley-groups = {PhD Thesis Citations},
pages = {1026--1035},
publisher = {ACM},
title = {{A Benchmark Dataset to Evaluate Sensor Displacement in Activity Recognition}},
year = {2012}
}
@article{Szafron:2004uf,
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issn = {0305-1048},
journal = {Nucleic Acids Research},
mendeley-groups = {PhD Thesis Citations},
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volume = {32},
year = {2004}
}
@inproceedings{7180082,
address = {Florence, Italy},
author = {Wang, Wei and Malik, Haroon and Godfrey, Michael W},
booktitle = {Proceedings of the 12th Working Conference on Mining Software Repositories},
doi = {10.1109/MSR.2015.28},
isbn = {978-0-7695-5594-2},
issn = {2160-1860},
keywords = {API usability,Application program interfaces,Online Q{\&}A,Recommendation systems,Software ecosystems,Stackoverflow},
mendeley-groups = {PhD Thesis Citations},
month = {May},
pages = {224--234},
publisher = {IEEE},
title = {{Recommending Posts concerning API Issues in Developer Q{\&}A Sites}},
year = {2015}
}
@article{Freitas:2014ic,
author = {Freitas, Alex A},
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mendeley-groups = {PhD Thesis Citations},
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number = {1},
pages = {1--10},
title = {{Comprehensible classification models}},
volume = {15},
year = {2014}
}
@article{zurMuehlen:2005ci,
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issn = {0167-9236},
journal = {Decision Support Systems},
keywords = {Choreography,Integration,Interoperability,Process,REST,SOAP,Standards,Web services,Workflow},
mendeley-groups = {PhD Thesis Citations},
month = {July},
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editor = {Shull, Forrest and Singer, Janice and Sj{\o}berg, Dag I. K.},
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mendeley-groups = {PhD Thesis Citations},
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publisher = {Springer},
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doi = {10.1109/cvpr.2009.5206848},
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title = {{ImageNet: A large-scale hierarchical image database}},
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mendeley-groups = {PhD Thesis Citations},
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publisher = {IEEE},
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booktitle = {Proceedings of the 21st ACM SIGKDD International Conference on Knowledge Discovery and Data Mining},
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isbn = {978-1-45-033664-2},
keywords = {Additive models,Classification,Healthcare,Intelligibility,Interaction detection,Logistic regression,Risk prediction},
mendeley-groups = {PhD Thesis Citations},
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publisher = {ACM},
title = {{Intelligible models for healthcare: Predicting pneumonia risk and hospital 30-day readmission}},
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keywords = {Churn,Data mining,Decision tables,Domain knowledge},
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title = {{Studying software engineers: Data collection techniques for software field studies}},
volume = {10},
year = {2005}
}
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author = {Taulavuori, Anne and Niemel{\"{a}}, Eila and Kallio, P{\"{a}}ivi},
doi = {10.1016/j.infsof.2003.10.004},
issn = {0950-5849},
journal = {Information and Software Technology},
keywords = {Component documentation,Software product line,Third-party component},
mendeley-groups = {ESEM Primary Sources,PhD Thesis Citations},
month = {June},
number = {8},
pages = {535--546},
title = {{Component documentation - A key issue in software product lines}},
volume = {46},
year = {2004}
}
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address = {Boston, MA, USA},
author = {Juristo, Natalia and Moreno, Ana M},
doi = {10.1007/978-1-4757-3304-4},
mendeley-groups = {PhD Thesis Citations},
month = {March},
publisher = {Springer},
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year = {2001}
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@inproceedings{Arpteg2018,
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doi = {10.1109/SEAA.2018.00018},
isbn = {978-1-53-867382-9},
keywords = {Artificial intelligence,Deep learning,Machine learning,Software engineering challenges},
mendeley-groups = {PhD Thesis Citations},
month = {August},
pages = {50--59},
publisher = {IEEE},
title = {{Software engineering challenges of deep learning}},
year = {2018}
}
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address = {Toulon, France},
archivePrefix = {arXiv},
arxivId = {1607.02533},
author = {Kurakin, Alexey and Goodfellow, Ian J and Bengio, Samy},
booktitle = {Proceedings of the 5th International Conference on Learning Representations},
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mendeley-groups = {PhD Thesis Citations},
month = {April},
title = {{Adversarial examples in the physical world}},
year = {2017}
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issn = {0950-5849},
journal = {Information and Software Technology},
keywords = {Field studies,Qualitative analysis,Software practice},
mendeley-groups = {PhD Thesis Citations},
number = {6},
pages = {540--551},
title = {{Ethnographically-informed empirical studies of software practice}},
volume = {49},
year = {2007}
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address = {Nara, Japan},
author = {Zhang, Jing and Kasturi, Rangachar},
booktitle = {Proceedings of the 8th International Workshop on Document Analysis Systems},
doi = {10.1109/das.2008.49},
mendeley-groups = {PhD Thesis Citations},
month = {September},
pages = {5--17},
publisher = {IEEE},
title = {{Extraction of Text Objects in Video Documents: Recent Progress}},
year = {2008}
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mendeley-groups = {PhD Thesis Citations},
month = {October},
pages = {5--14},
publisher = {IEEE},
title = {{An empirical study of API usability}},
year = {2013}
}
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mendeley-groups = {PhD Thesis Citations},
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year = {2008}
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address = {Savannah, GA, USA},
archivePrefix = {arXiv},
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booktitle = {Proceedings of the 12th USENIX Symposium on Operating Systems Design and Implementation},
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isbn = {978-1-93-197133-1},
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pages = {265--283},
publisher = {ACM},
title = {{TensorFlow: A system for large-scale machine learning}},
year = {2016}
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mendeley-groups = {PhD Thesis Citations},
month = {August},
pages = {27},
publisher = {ACM},
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year = {2017}
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doi = {10.1109/CIDM.2009.4938655},
isbn = {978-1-42-442765-9},
mendeley-groups = {PhD Thesis Citations},
month = {May},
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publisher = {IEEE},
title = {{Evolving decision trees using oracle guides}},
year = {2009}
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@book{Japkowicz:2011vy,
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mendeley-groups = {PhD Thesis Citations},
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publisher = {Cambridge University Press},
title = {{Evaluating learning algorithms: A classification perspective}},
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year = {2011}
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journal = {Empirical Software Engineering},
keywords = {Case study,Evidence,Research method,Triangulation,Trustworthiness,Validity},
mendeley-groups = {PhD Thesis Citations},
title = {{Can you trust a single data source exploratory software engineering case study?}},
year = {2002}
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@book{Meltzoff:1998wg,
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doi = {10.1177/001872679905200401},
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keywords = {Empirical studies,Questionnaires,Research methods,Response rate,Return rate},
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title = {{Response rate in academic studies - A comparative analysis}},
volume = {52},
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keywords = {Failure oblivious computing,Javascript,Repair proxy,Self healing},
mendeley-groups = {PhD Thesis Citations},
month = {October},
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publisher = {IEEE},
title = {{Fully Automated HTML and Javascript Rewriting for Constructing a Self-Healing Web Proxy}},
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archivePrefix = {arXiv},
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isbn = {978-1-45-035662-6},
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keywords = {Software engineering,empirical study,evidence,replication},
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publisher = {ACM},
title = {{Replication studies considered harmful}},
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booktitle = {Proceedings of the 20th Annual International Conference on Computer Documentation},
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keywords = {API documentation,Developer documentation,Needs analysis,Needs assessment,Programmer documentation,SDK documentation},
mendeley-groups = {PhD Thesis Citations,ESEM Primary Sources},
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publisher = {ACM},
title = {{What programmers really want: Results of a needs assessment for SDK documentation}},
year = {2002}
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doi = {10.1007/s13278-018-0505-2},
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keywords = {Classifiers,Emotion,Emotion analysis,Emotion models,Emotion recognition,Speech,Text},
mendeley-groups = {PhD Thesis Citations},
number = {1},
pages = {1--8},
title = {{Emotion detection from text and speech: a survey}},
volume = {8},
year = {2018}
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doi = {10.1145/2507065.2507076},
keywords = {api,api reference documentation,application programming interface,software documentation,software libraries},
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title = {{Principles of Data Mining}},
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mendeley-groups = {PhD Thesis Citations},
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pages = {44--50},
title = {{A Lightweight Sanity Check for Implemented Architectures}},
volume = {27},
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doi = {10.1145/3180155.3180176},
issn = {0270-5257},
mendeley-groups = {ESEM Primary Sources,PhD Thesis Citations},
month = {May},
pages = {643--653},
publisher = {ACM},
series = {questions and tradeoffs with API documentation for C++ projects},
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year = {2018}
}
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issn = {0270-5257},
keywords = {Management by objectives,Quality assurance,Quality characteristics,Quality metrics,Software engineering,Software measurement and evaluation,Software quality,Software reliability,Software standards,Testing},
mendeley-groups = {PhD Thesis Citations},
month = {October},
pages = {592--605},
publisher = {IEEE},
title = {{Quantitative evaluation of software quality}},
year = {1976}
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keywords = {Empirical software engineering,Systematic literature review},
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month = {April},
number = {4},
pages = {571--583},
title = {{Lessons from applying the systematic literature review process within the software engineering domain}},
volume = {80},
year = {2007}
}
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mendeley-groups = {PhD Thesis Citations},
title = {{GPT2: Better Language Models and Their Implications}},
year = {2019}
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doi = {10.1093/annonc/mdy166},
issn = {1569-8041},
journal = {Annals of Oncology},
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mendeley-groups = {PhD Thesis Citations},
month = {May},
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doi = {10.1055/s-0038-1634196},
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journal = {Methods of Information in Medicine},
keywords = {Alzheimer Disease,Artificial Intelligence,Mental Retardation},
mendeley-groups = {PhD Thesis Citations},
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pages = {380--385},
pmid = {11776735},
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keywords = {Data mining,Financial prediction,Genetic algorithms,Investment decision making,Knowledge discovery,Machine learning,Rule learning,Systematic trading},
mendeley-groups = {PhD Thesis Citations},
number = {4},
pages = {69--80},
title = {{Discovering interesting patterns for investment decision making with GLOWER - A genetic learner overlaid with entropy reduction}},
volume = {4},
year = {2000}
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doi = {10.1007/1-4020-2673-0_15},
isbn = {9-72-988161-8},
mendeley-groups = {PhD Thesis Citations},
month = {April},
pages = {19--25},
publisher = {IEEE},
title = {{Building intelligent credit scoring systems using decision tables}},
volume = {2},
year = {2003}
}
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keywords = {Knowledge repository,Latent Dirichlet allocation,Mining software repositories,Q{\&}A websites,Topic models,Trend analysis},
mendeley-groups = {PhD Thesis Citations},
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title = {{What are developers talking about? An analysis of topics and trends in Stack Overflow}},
volume = {19},
year = {2014}
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title = {{RightScale 2019 State of the Cloud Report from Flexera}},
howpublished = {{[Online] Available: \url{https://bit.ly/3nigT7E}}},
year = {2019}
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address = {Ottawa, ON, Canada},
author = {Ghazi, Diman and Inkpen, Diana and Szpakowicz, Stan},
booktitle = {Proceedings of the 23rd Canadian Conference on Artificial Intelligence},
doi = {10.1007/978-3-642-13059-5_7},
keywords = {Emotion in text,Emotion recognition,Hierarchical classification,Sentiment analysis,Text classification},
mendeley-groups = {ACE2020,PhD Thesis Citations},
month = {May},
pages = {40--50},
publisher = {Springer},
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year = {2010}
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mendeley-groups = {ACE2020,PhD Thesis Citations},
pages = {97},
publisher = {O'Reilly Media, Inc.},
title = {{Building Intelligent Apps with Cognitive APIs}},
year = {2019}
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address = {Hyderabad, India},
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booktitle = {Proceedings of the 22nd International Conference on Program Comprehension},
doi = {10.1145/2597008.2597155},
isbn = {978-1-45-032879-1},
keywords = {API Changes,Android,Social Media,StackOverflow},
mendeley-groups = {PhD Thesis Citations},
month = {June},
pages = {83--94},
publisher = {ACM},
title = {{How do API changes trigger stack overflow discussions? A study on the android SDK}},
year = {2014}
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mendeley-groups = {PhD Thesis Citations},
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pages = {200--209},
title = {{The Use of Triple-Modular Redundancy to Improve Computer Reliability}},
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year = {2010}
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mendeley-groups = {ACE2020,PhD Thesis Citations},
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title = {{What Do Developers Use the Crowd For? A Study Using Stack Overflow}},
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doi = {10.1016/S0933-3657(00)00110-X},
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keywords = {Data mining,Diabetes,Neuropathy,Rule induction},
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title = {{Data mining for indicators of early mortality in a database of clinical records}},
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issn = {1049-5258},
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month = {December},
pages = {3323--3331},
publisher = {Curran Associates Inc.},
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year = {2016}
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mendeley-groups = {PhD Thesis Citations},
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title = {{Machine learning in the next five years}},
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keywords = {Constraint handling,Elitism,Genetic algorithms,Multicriterion decision making,Multiobjective optimization,Pareto-optimal solutions},
mendeley-groups = {PhD Thesis Citations},
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pages = {182--197},
title = {{A fast and elitist multiobjective genetic algorithm: NSGA-II}},
volume = {6},
year = {2002}
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issn = {0033-2909},
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keywords = {response agreement measurement among 2 or more Os},
mendeley-groups = {PhD Thesis Citations},
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pages = {365--377},
title = {{Measures of response agreement for qualitative data: Some generalizations and alternatives}},
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@inproceedings{Reboucas:2016tw,
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doi = {10.1109/saner.2016.66},
mendeley-groups = {PhD Thesis Citations},
month = {March},
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publisher = {IEEE},
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year = {2016}
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journal = {Journal of Machine Learning Research},
keywords = {Ames mutagenicity,Black box model,Explaining,Kernel methods,Nonlinear},
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pages = {1803--1831},
title = {{How to explain individual classification decisions}},
volume = {11},
year = {2010}
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year = {2006}
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publisher = {ACM},
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publisher = {ACM},
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month = {May},
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publisher = {IEEE},
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mendeley-groups = {PhD Thesis Citations},
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publisher = {World Scientific Publishing Company},
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mendeley-groups = {PhD Thesis Citations},
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mendeley-groups = {PhD Thesis Citations},
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publisher = {IEEE},
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@misc{ISO9000:2015,
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mendeley-groups = {PhD Thesis Citations},
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publisher = {ACM},
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journal = {Machine Learning},
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mendeley-groups = {PhD Thesis Citations},
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title = {{Evolution in open source software: a case study}},
year = {2000}
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mendeley-groups = {PhD Thesis Citations},
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publisher = {Springer},
title = {{Ground Truth Data, Content, Metrics, and Analysis}},
year = {2016}
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mendeley-groups = {PhD Thesis Citations},
publisher = {HarperTorch},
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year = {1974}
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title = {{Toward a framework for action research in information systems studies}},
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keywords = {machine learning},
mendeley-groups = {PhD Thesis Citations},
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pages = {26--30},
title = {{EU regulations on algorithmic decision-making and a "right to explanation"}},
year = {2016}
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doi = {10.1126/science.263.5147.641},
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journal = {Science},
mendeley-groups = {PhD Thesis Citations},
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archivePrefix = {arXiv},
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doi = {10.1016/j.infsof.2018.09.006},
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issn = {0950-5849},
journal = {Information and Software Technology},
keywords = {Evidence-based software engineering,Grey literature,Guidelines,Literature study,Multivocal literature review,Systematic literature review,Systematic mapping study},
mendeley-groups = {PhD Thesis Citations},
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title = {{Guidelines for including grey literature and conducting multivocal literature reviews in software engineering}},
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pages = {2818--2826},
publisher = {IEEE},
title = {{Rethinking the Inception Architecture for Computer Vision}},
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author = {{Wikipedia Contributors}},
mendeley-groups = {PhD Thesis Citations},
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mendeley-groups = {PhD Thesis Citations},
month = {October},
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pages = {457--491},
publisher = {ACM},
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keywords = {Data extraction,Empirical software engineering,Research methodology,SLR,SM,Systematic literature reviews,Systematic mapping studies},
mendeley-groups = {PhD Thesis Citations},
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publisher = {ACM},
title = {{Experience-based guidelines for effective and efficient data extraction in systematic reviews in software engineering}},
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mendeley-groups = {PhD Thesis Citations},
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mendeley-groups = {PhD Thesis Citations},
month = {January},
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title = {{Studying the Documentation of an API for Enterprise Service-Oriented Architecture}},
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mendeley-groups = {PhD Thesis Citations},
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publisher = {ACM},
title = {{Interpretable decision sets: A joint framework for description and prediction}},
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keywords = {.NET,API documentation,Java,content analysis,data mining,empirical study,grounded method,pattern mining,software documentation},
mendeley-groups = {PhD Thesis Citations,ESEM Primary Sources},
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year = {2017}
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title = {{Growth and Change Dynamics in Open Source Software Systems}},
year = {2010}
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mendeley-groups = {ESEM Primary Sources,PhD Thesis Citations},
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keywords = {Anti-patterns,Code smells,Empirical study,Mining software repositories,Stack Overflow},
mendeley-groups = {PhD Thesis Citations},
month = {June},
pages = {68--78},
publisher = {ACM},
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address = {Hawthorn, VIC, Australia},
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mendeley-groups = {PhD Thesis Citations},
school = {Swinburne University of Technology},
title = {{Emotion-Oriented Requirements Engineering}},
year = {2017}
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mendeley-groups = {PhD Thesis Citations},
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publisher = {ACM},
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author = {{GeoSpatial World}},
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howpublished = {{[Online] Available: \url{http://bit.ly/36AdRmS}}},
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publisher = {IBM developerWorks},
title = {{The Business Value of Quality}},
howpublished = {{[Online] Available: \url{https://ibm.co/2u0UDK0}}},
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year = {2004}
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title = {{Programmers Are Users Too: Human-Centered Methods for Improving Programming Tools}},
volume = {49},
year = {2016}
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mendeley-groups = {PhD Thesis Citations},
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pages = {166--175},
title = {{Quality Models in Software Engineering Literature: An Analytical and Comparative Study}},
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keywords = {InPress},
mendeley-groups = {PhD Thesis Citations},
mendeley-tags = {InPress},
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isbn = {978-1-46-146596-6},
mendeley-groups = {PhD Thesis Citations},
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title = {{Facilitating crowd sourced software engineering via stack overflow}},
year = {2014}
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keywords = {Machine Learning,Performance evaluation,Text classification},
mendeley-groups = {PhD Thesis Citations},
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pages = {427--437},
title = {{A systematic analysis of performance measures for classification tasks}},
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mendeley-groups = {PhD Thesis Citations},
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publisher = {Springer},
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mendeley-groups = {PhD Thesis Citations},
pages = {27--36},
publisher = {Sense Publishers},
title = {{Mixing Qualitative and Quantitative Methods}},
year = {2007}
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month = {May},
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year = {2011}
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title = {{AVID: An integrative framework for discovering functional relationship among proteins}},
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year = {2005}
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