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Simpler Hyperparameter Optimization for Software Analytics: Why, How, When?
How to make software analytics simpler and faster? One method is to matc...
08/14/2020 ∙ by Amritanshu Agrawal, et al. ∙
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Is AI different for SE?
What AI tools are needed for SE? Ideally, we should have simple rules th...
12/09/2019 ∙ by Amritanshu Agrawal, et al. ∙
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Why Software Projects need Heroes (Lessons Learned from 1100+ Projects)
A "hero" project is one where 80 the 20 since they might cause bottlenec...
04/22/2019 ∙ by Suvodeep Majumder, et al. ∙
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How to "DODGE" Complex Software Analytics?
AI software is still software. Software engineers need better tools to m...
02/05/2019 ∙ by Amritanshu Agrawal, et al. ∙
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Better Software Analytics via "DUO": Data Mining Algorithms Using/Used-by Optimizers
This paper claims that a new field of empirical software engineering res...
12/04/2018 ∙ by Amritanshu Agrawal, et al. ∙
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Can You Explain That, Better? Comprehensible Text Analytics for SE Applications
Text mining methods are used for a wide range of Software Engineering (S...
04/27/2018 ∙ by Amritanshu Agrawal, et al. ∙
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Building Better Quality Predictors Using "ε-Dominance"
Despite extensive research, many methods in software quality prediction ...
03/13/2018 ∙ by Wei Fu, et al. ∙
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Data-Driven Search-based Software Engineering
This paper introduces Data-Driven Search-based Software Engineering (DSE...
01/30/2018 ∙ by Vivek Nair, et al. ∙
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"Doing" Agile versus "Being" Agile. Empirical Results from 250+ Projects
In numerous occasions Agile practitioners have warned about the negative...
11/10/2017 ∙ by Akond Rahman, et al. ∙
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Continuous Integration: The Silver Bullet?
Continuous integration (CI) tools integrate code changes by automaticall...
11/10/2017 ∙ by Akond Rahman, et al. ∙
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We Don't Need Another Hero? The Impact of "Heroes" on Software Development
A software project has "Hero Developers" when 80 delivered by 20 heroes ...
10/25/2017 ∙ by Amritanshu Agrawal, et al. ∙
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What is the Connection Between Issues, Bugs, and Enhancements? (Lessons Learned from 800+ Software Projects)
Agile teams juggle multiple tasks so professionals are often assigned to...
10/24/2017 ∙ by Rahul Krishna, et al. ∙
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What is Wrong with Topic Modeling? (and How to Fix it Using Search-based Software Engineering)
Context: Topic modeling finds human-readable structures in unstructured ...
08/29/2016 ∙ by Amritanshu Agrawal, et al. ∙
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