| 2019 | FlAIRS | Investigation of Maxout Activations on Convolutional Neural Networks for Big Data Text Sentiment Analysis. | Gabriel Castaneda, Paul Morris, Joseph D. Prusa, Taghi M. Khoshgoftaar |
| 2018 | FlAIRS | Location-Based Twitter Sentiment Analysis for Predicting the U.S. 2016 Presidential Election. | Brian Heredia, Joseph D. Prusa, Taghi M. Khoshgoftaar |
| 2017 | FlAIRS | Deep Neural Network Architecture for Character-Level Learning on Short Text. | Joseph D. Prusa, Taghi M. Khoshgoftaar |
| 2017 | IRI | Extracting Knowledge from Technical Reports for the Valuation of West Texas Intermediate Crude Oil Futures. | Joseph D. Prusa, Ryan Sagul, Taghi M. Khoshgoftaar, Michael Sterling |
| 2017 | ICTAI | Training Convolutional Networks on Truncated Text. | Joseph D. Prusa, Taghi M. Khoshgoftaar |
| 2016 | FlAIRS | Reducing Feature Set Explosion to Facilitate Real-World Review Spam Detection. | Michael Crawford, Taghi M. Khoshgoftaar, Joseph D. Prusa |
| 2016 | FlAIRS | Comparing Approaches for Combining Data Sampling and Feature Selection to Address Key Data Quality Issues in Tweet Sentiment Analysis. | Joseph D. Prusa, Taghi M. Khoshgoftaar |
| 2016 | FlAIRS | Necessity of Feature Selection when Augmenting Tweet Sentiment Feature Spaces with Emoticons. | Joseph D. Prusa, Taghi M. Khoshgoftaar, Amri Napolitano |
| 2016 | FlAIRS | Enhancing Ensemble Learners with Data Sampling on High-Dimensional Imbalanced Tweet Sentiment Data. | Joseph D. Prusa, Taghi M. Khoshgoftaar, Naeem Seliya |
| 2016 | ICMLA | An Investigation of Ensemble Techniques for Detection of Spam Reviews. | Brian Heredia, Taghi M. Khoshgoftaar, Joseph D. Prusa, Michael Crawford |
| 2016 | IRI | Cross-Domain Sentiment Analysis: An Empirical Investigation. | Brian Heredia, Taghi M. Khoshgoftaar, Joseph D. Prusa, Michael Crawford |
| 2016 | IRI | Designing a Better Data Representation for Deep Neural Networks and Text Classification. | Joseph D. Prusa, Taghi M. Khoshgoftaar |
| 2015 | FlAIRS | Impact of Feature Selection Techniques for Tweet Sentiment Classification. | Joseph D. Prusa, Taghi M. Khoshgoftaar, David J. Dittman |
| 2015 | ICMLA | Utilizing Ensemble, Data Sampling and Feature Selection Techniques for Improving Classification Performance on Tweet Sentiment Data. | Joseph D. Prusa, Taghi M. Khoshgoftaar, Amri Napolitano |
| 2015 | ICMLA | The Effect of Dataset Size on Training Tweet Sentiment Classifiers. | Joseph D. Prusa, Taghi M. Khoshgoftaar, Naeem Seliya |
| 2015 | IRI | Using Ensemble Learners to Improve Classifier Performance on Tweet Sentiment Data. | Joseph D. Prusa, Taghi M. Khoshgoftaar, David J. Dittman |
| 2015 | IRI | Using Random Undersampling to Alleviate Class Imbalance on Tweet Sentiment Data. | Joseph D. Prusa, Taghi M. Khoshgoftaar, David J. Dittman, Amri Napolitano |
| 2015 | ICTAI | Using Feature Selection in Combination with Ensemble Learning Techniques to Improve Tweet Sentiment Classification Performance. | Joseph D. Prusa, Taghi M. Khoshgoftaar, Amri Napolitano |