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George Mason University

Faculty & Staff Directory

William Lamberti

  • Assistant Professor

    Contact Info

    William F. Lamberti
    Name
    Dr. William Lamberti
    Job Title
    Assistant Professor
    Office Number
    Research Hall 217

    Affiliations

    Departments

    Education

    Ph.D. Computational Sciences and Informatics, Specialization: Data Science, George Mason University (2020)

    M.S. Statistical Science, George Mason University (2017)

    B.A. Mathematics with a Concentration in Statistics, Minor: Actuarial and Financial Risk Studies, Minor: Political Science, The College of New Jersey (2015)

    Current Research

    Dr. Lamberti’s research provides solutions with a strong statistical experimental foundation that also deliver significant practical impact.  His builds AI solutions for shape analysis in medical images, particularly focusing on interpretable models and processes that align with principles of human-centered AI and information integrity.  By using an experimental design framework, he has been recently investigating the adoption of AI in various environments such as classrooms.

    Selected Publications

    Classification of Synthetic Aperture Radar Images of Icebergs and Ships Using Random Forests Outperforms Convolutional Neural Networks, Lamberti, W. F. 2020 IEEE Radar Conference

    Blood Cell Classification using Interpretable Shape Features: A Comparative Study of SVM Models and CNN-Based Approaches, Lamberti, W. F., 2021, Computer Methods and Programs in Biomedicine Update

    Extracting physical characteristics of higher-order chromatin structures from 3D image data, Lamberti, W. F., Zang, C., 2022, Computational and Structural Biotechnology Journal

     

    An Overview of Explainable and Interpretable Artificial Intelligence, Lamberti, W. F. In ``AI Assurance: Towards Valid, Explainable, Fair, and Ethical AI'', 2022

     

    State of Kubernetes Cost Optimization, Lamberti, W. F., Rubbo, F., Hua, K., Pan, L., Kendall, M., 2023. Google White Paper

     

    Artificial Intelligence Policy Framework for Institutions, Lamberti, W. F., 2024, arXiv

    Pill Shape Classification using Imbalanced Data with Human-Machine Hybrid Explainable Model, Lamberti, W. F. U.S. Patent and Trademark Office (In press)

    Contact Info

    William F. Lamberti
    Name
    Dr. William Lamberti
    Job Title
    Assistant Professor
    Office Number
    Research Hall 217

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