A survey on Image Data Augmentation for Deep Learning. - Connor Shorten; Taghi M. Khoshgoftaar (J. Big Data, 2019)

KerasBERT: Modeling the Keras Language. - Connor Shorten; Taghi M. Khoshgoftaar (ICMLA, 2021)

Investigating the Generalization of Image Classifiers with Augmented Test Sets. - Connor Shorten; Taghi M. Khoshgoftaar (ICTAI, 2021)

Deep Learning applications for COVID-19. - Connor Shorten; Taghi M. Khoshgoftaar; Borko Furht (J. Big Data, 2021)

Text Data Augmentation for Deep Learning. - Connor Shorten; Taghi M. Khoshgoftaar; Borko Furht (J. Big Data, 2021)

A Comparison of House Price Classification with Structured and Unstructured Text Data. - Erika Cardenas; Connor Shorten; Taghi M. Khoshgoftaar; Borivoje Furht (FLAIRS, 2022)

An Exploration of Consistency Learning with Data Augmentation. - Connor Shorten; Taghi M. Khoshgoftaar (FLAIRS, 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 (FLAIRS, 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 (ICTAI, 2022)

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, 2023)

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)

Querying Databases with Function Calling. - Connor Shorten; Charles Pierse; Thomas Benjamin Smith; Karel D'Oosterlinck; Tuana Celik; Erika Cardenas; Leonie Monigatti; Mohd Shukri Hasan; Edward Schmuhl; Daniel Williams; Aravind Kesiraju; Bob van Luijt (CoRR, 2025)