Connor Shorten

According to our database, Connor Shorten authored at least 11 papers between 2019 and 2024.

Collaborative distances:

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

2024

StructuredRAG: JSON Response Formatting with Large Language Models.

Connor Shorten, Charles Pierse, Thomas Benjamin Smith, Erika Cardenas, Akanksha Sharma, John Trengrove, Bob van Luijt

CoRR, 2024

2023

Using machine learning to identify patient characteristics to predict mortality of in-patients with COVID-19 in South Florida.

Debarshi Datta, Safiya George Dalmida, Laurie Martinez, David Newman, Javad Hashemi, Taghi M. Khoshgoftaar, Connor Shorten, Candice Sareli, Paula Eckardt

Frontiers Digit. Health, March, 2023

2022

Exploring Language-Interfaced Fine-Tuning for COVID-19 Patient Survival Classification.

Connor Shorten, Erika Cardenas, Taghi M. Khoshgoftaar, Javad Hashemi, Safiya George Dalmida, David Newman, Debarshi Datta, Laurie Martinez, Candice Sareli, Paula Eckard

Proceedings of the 34th IEEE International Conference on Tools with Artificial Intelligence, 2022

Predicting the Severity of COVID-19 Respiratory Illness with Deep Learning.

Connor Shorten, Taghi M. Khoshgoftaar, Javad Hashemi, Safiya George Dalmida, David Newman, Debarshi Datta, Laurie Martinez, Candice Sareli, Paula Eckard

Proceedings of the Thirty-Fifth International Florida Artificial Intelligence Research Society Conference, 2022

An Exploration of Consistency Learning with Data Augmentation.

Connor Shorten, Taghi M. Khoshgoftaar

Proceedings of the Thirty-Fifth International Florida Artificial Intelligence Research Society Conference, 2022

A Comparison of House Price Classification with Structured and Unstructured Text Data.

Erika Cardenas, Connor Shorten, Taghi M. Khoshgoftaar, Borivoje Furht

Proceedings of the Thirty-Fifth International Florida Artificial Intelligence Research Society Conference, 2022

2021

Text Data Augmentation for Deep Learning.

Connor Shorten, Taghi M. Khoshgoftaar, Borko Furht

J. Big Data, 2021

Deep Learning applications for COVID-19.

Connor Shorten, Taghi M. Khoshgoftaar, Borko Furht

J. Big Data, 2021

Investigating the Generalization of Image Classifiers with Augmented Test Sets.

Connor Shorten, Taghi M. Khoshgoftaar

Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 2021

KerasBERT: Modeling the Keras Language.

Connor Shorten, Taghi M. Khoshgoftaar

Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

2019

A survey on Image Data Augmentation for Deep Learning.

Connor Shorten, Taghi M. Khoshgoftaar

J. Big Data, 2019