John Fields

According to our database, John Fields authored at least 6 papers between 2009 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

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

K. M. Sajjadul Islam, John Fields, Praveen Madiraju

Proceedings of the IEEE International Conference on Big Data, 2025

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

Kevin Chovanec, John Fields, Praveen Madiraju

Proceedings of the IEEE International Conference on Big Data, 2025

2024

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

John Fields, Kevin Chovanec, Praveen Madiraju

IEEE Access, 2024

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

John Fields, Kevin Chovanec, Praveen Madiraju

Proceedings of the IEEE International Conference on Big Data, 2024

2023

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

Kevin Chovanec, John Fields, Praveen Madiraju

Proceedings of the IEEE International Conference on Big Data, 2023

2009

Monocular structure from motion for near to long ranges.

John Fields, Garbis Salgian, Supun Samarasekera, Rakesh Kumar

Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009