Human-Machine Intelligent Systems Lab

Research

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Research List

2026

Minute and Subject-Level Sleep Apnea Detection Using an ECG-Based Machine Learning Pipeline

Andrei Bogdan, William M. Mongan

Ursinus Celebration of Student Achievement (CoSA)  ·  01 Apr 2026

machine learning healthcare ecg cosa
RAG vs. Fine-Tuning in Math Education: Developing and Validating Mentir AI

Michael Cummins, Matt Latta, Claire Shoemaker, William M. Mongan

Ursinus Celebration of Student Achievement (CoSA)  ·  01 Apr 2026

ai education rag cosa
Instructional Judgment, Not Just Correctness: Evaluating AI-Generated Feedback on Student Mathematical Thinking

A. Reinsburrow, C. Yovanov, William M. Mongan, Michael Cummins, Matt Latta, W. Shumar, V. Klein, J. Silverman, S. Weimar

Society for Information Technology & Teacher Education International Conference 2026  ·  25 Mar 2026

ai education mathematics
The Ursinus WebIDE: A Serverless Browser-Based Development Environment for Student Practice and Rapid Instructor Exercise Development

Christopher Tralie, William M. Mongan

Proceedings of the 55th ACM Technical Symposium on Computer Science Education (SIGCSE TS 2026)  ·  12 Mar 2026

cs education ide webide

2025

Financial Tools for the Grizzly Guide to Wealth (GGTW)

Eugene Thompson, George Psaradakis, William M. Mongan

Ursinus Celebration of Student Achievement (CoSA)  ·  01 Apr 2025

financial tools cosa
Developing Tools for AI Explainability

Michael Cummins, William M. Mongan

Ursinus Celebration of Student Achievement (CoSA)  ·  01 Apr 2025

explainableai ai cosa

2023

Automated Moon Crater Detection: Exploring Algorithmic and Neural Network Approaches

Dylan Melby, William M. Mongan

Ursinus Celebration of Student Achievement (CoSA)  ·  19 Apr 2023

machine learning computer vision cosa
RF IoT Security Layer

Jonas Ling, William M. Mongan

Ursinus Celebration of Student Achievement (CoSA)  ·  19 Apr 2023

iot security cosa
UCPlaces: Campus Orientation App Using ArcGIS

Arthur Artene, Tristan Ashcroft, William M. Mongan

Ursinus Celebration of Student Achievement (CoSA)  ·  19 Apr 2023

gis mobile cosa
NVIZ: Unraveling Neural Networks Through Visualization

Kevin Hoffman, William M. Mongan

Ursinus College  ·  19 Apr 2023

explainableai visualization cosa

2020

drexelwireless/iot-processing-framework: Public Release 1.1

William M. Mongan, Kapil R. Dandekar, Adam K. Fontecchio

Zenodo  ·  13 May 2020

iot
drexelwireless/iot-sensor-framework: Public Release 1.0

William M. Mongan, Ilhaan Rasheed, Enioluwa Segun, Henry Dang, Victor S. Cushman, Charlie Rose Chiccarine, Kapil R. Dandekar, Adam K. Fontecchio

Zenodo  ·  05 May 2020

iot