@@ -48,12 +48,47 @@ fiasco of flaky tests for software maintainers.
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### Machine Learning Approach (2 min)
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- - How ML can detect patterns in test failures
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- - Key indicators ML models look for
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- - Success metrics in real projects
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+ - How machine learning can detect patterns in test failures
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+ - Test case features that aid in flaky test detection
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+ - Evaluating the success of machine learning models in Python projects
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- ### Tools and Next Steps (2 min)
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+ ### Tools and Next Steps (1 min)
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- Available open-source tools for handling flaky tests
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- Practical steps for maintainers to get started
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- Resources for learning more about test flakiness
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+
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+ ## Full Names of Speakers
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+
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+ - Lead Presenter: Gregory M. Kapfhammer (Department of Computer and Information Science, Allegheny College)
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+ - Research Collaborators:
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+ - Michael Hilton, School of Computer Science, Carnegie Mellon University
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+ - Phil McMinn, Department of Computer Science, University of Sheffield
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+ - Owain Parry, Department of Computer Science, University of Sheffield
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+
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+ ## Speaker Intro
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+
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+ The lead presenter, Gregory M. Kapfhammer, is an Associate Professor of Computer
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+ Science at Allegheny College. Along with conducting and publishing research on
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+ flaky tests, he has
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+
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+ ## Social Media
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+
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+ - Mastodon: https://fosstodon.org/@gkapfham
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+ - LinkedIn: http://www.linkedin.com/in/GregKapfhammer
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+ - Google Scholar: https://scholar.google.com/citations?user=g0eDPjYAAAAJ
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+ - Web: https://www.gregorykapfhammer.com/
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+
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+ ## Links to Slides or Videos of Previous Presentations
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+
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+ - Research Papers by Gregory M. Kapfhammer: https://www.gregorykapfhammer.com/research/papers/
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+ - Presentations by Gregory M. Kapfhammer: https://www.gregorykapfhammer.com/research/presentations/
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+ - Podcast Episodes hosted by Gregory M. Kapfhammer on Software Engineering Radio: https://se-radio.net/team/gregory-kapfhammer/
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+ - SpeakerDeck for Gregory M. Kapfhammer: https://speakerdeck.com/gkapfham
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+ - Podcast Episodes hosted by Gregory M. Kapfhammer on Software Engineering Radio: https://se-radio.net/team/gregory-kapfhammer/
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+
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+ Gregory M. Kapfhammer has spoken at both the PyCon Education Summit and a PyCon
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+ lightning talk session and presented posters in the PyCon Poster Symposium, in
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+ addition to giving presentations at PyOhio and PyGotham. He has also appeared as
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+ a guest on podcasts such as Software Engineering Radio, Talk Python, Stack
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+ Overflow Podcast, and Hanselminutes.
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