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Popular pages

  • Publications – Dr. Ryan J. Urbanowicz

    Publications As of September 2025, our work has been cited more than 6,000 times with an H-index of 28 according to Google Scholar. Many of our biomedical journal publications can be found in PubMed. ...

  • Fun – Dr. Ryan J. Urbanowicz

    Fun Not much to see here, but check out the specific sub-tabs for my travel map, a brief autobiography, and a look at some of my hobbies, and extracurricular interests. [Me, Kayaking in the Adirondack...

  • Videos – Dr. Ryan J. Urbanowicz

    Lecture 2: AI Concepts Python and GitHub Lecture 3: History of Artificial Intelligence Lecture 4: Propositional Logic - Representation Lecture 5: Propositional Logic - Reasoning Lecture 6: First Orde...

  • Research – Dr. Ryan J. Urbanowicz

    Overview of Research Interests and Experience I am a leader in the international machine learning (ML) research community, focusing on applications within genetics, epidemiology, and translational bio...

  • ExSTraCS – Dr. Ryan J. Urbanowicz

      Following along with the figure given above, ExSTraCS begins with a data pre-processing stage (A).  The algorithm takes as input, a configuration file and a finite training dataset that includes att...

  • Dr. Ryan J. Urbanowicz – Research in Machine Learning, Data Science, & Genetics

    September 8, 2016By Ryan ExSTraCS stands for “Extended Supervised Tracking and Classifying System”.  ExSTraCS is our own Michigan-Style LCS algorithm geared explicitly towards supervised learning-base...

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