Browsing Faculty Research and Scholarship by Author "Koseler, Kaan"

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Research Artifacts for Machine Learning DSML Baseball Case Study

Koseler, Kaan; Stephan, Matthew

This entry contains all the artifacts created and data utilized in our research on developing a Machine Learning DSML, models, and software for a Baseball Case Study.
A Survey of Baseball Machine Learning: A Technical Report

Koseler, Kaan; Stephan, Matthew

Statistical analysis of baseball has long been popular, albeit only in limited capacity until relatively recently. The recent proliferation of computers has added tremendous power and opportunity to this field. Even an ...
Towards the Realization of a DSML for Machine Learning: A Baseball Analytics Use Case

Koseler, Kaan; Stephan, Matthew

Using machine learning (ML) for big data is challenging, requiring specialized knowledge of the domain, learning algorithms, and software engineering. To demonstrate the viability of model-driven engineering in the ML ...