Author

John Fields

Observed names: John J Fields, John J. Fields

Institution: Concordia University Wisconsin

Observed institutions: Marquette University, Concordia University Wisconsin, Oregon State University

ORCID: 0000-0001-5153-0376

Observed ORCID: 0000-0001-5153-0376

OpenAlex ID: A5015251069

A Survey of Text Classification With Transformers: How Wide? How Large? How Long? How Accurate? How Expensive? How Safe?

2024 · John Fields, Kevin Chovanec, et al. · IEEE Access · 189

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MultiMentalRoBERTa: A Fine-Tuned Multiclass Classifier for Mental Health Disorder

2025 · K M Sajjadul Islam, John Fields, et al. · IEEE International Conference on Big Data (BigData) · 4

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Integrating categorical and continuous data in a cluster-then-classify methodology for predicting undergraduate student success

2024 · John Fields, Kevin Chovanec, et al. · IEEE International Conference on Big Data (BigData) · 4

Combining Demographic Tabular Data with BERT Outputs for Multilabel Text Classification in Higher Education Survey Data

2023 · Kevin Chovanec, John Fields, et al. · IEEE International Conference on Big Data (BigData) · 3

An Approach for Measuring Information Content of Textual Engineering Requirements Using a Form-Neutral Representation

2014 · Chiradeep Sen, Alolika Mukhopadhyay, et al. · ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference (IDETC/CIE) · 3

A Privacy-Preserving Framework for Cross-Institutional Collaboration on Student Retention Prediction Using Remote Data Science

2026 · John Fields, K. M. Sajjadul Islam, et al. · SSRN Electronic Journal

Explaining Pre-Trained Language Models in the Context of Higher Education

2025 · Kevin Chovanec, John Fields, et al. · IEEE International Conference on Big Data (BigData)

Quantification of Indoor Environmental Quality in Sustainable Building Designs Using Structural Equation Modeling

2015 · Joseph Piacenza, John J Fields, et al.

Robust Design of North American Power Grid to Mitigate Cascading Failures

2013 · Joseph R. Piacenza, Irem Y. Tumer, et al. · ASME International Mechanical Engineering Congress and Exposition (IMECE)

Power Grid System Design Optimization Considering Renewable Energy Strategies and Environmental Impact

2012 · Joseph Piacenza, Irem Y. Tumer, et al. · ASME International Mechanical Engineering Congress and Exposition (IMECE)

Works count: 10

Citation count: 203

H-index: 3

I10-index: 1