Joseph D. Prusa

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 21

Top Venues

FLAIRS Conference

IRI

J. Big Data

CIC

Florida Atlantic University, Boca Raton, USA (PHD)

Education History

Florida Atlantic University, Boca Raton, USA

PHD

Publications

Michael Lowe, Joseph D. Prusa, Joffrey L. Leevy, Taghi M. Khoshgoftaar
Advancing machine learning with OCR2SEQ: an innovative approach to multi-modal data augmentation. J. Big Data 11 (1) (2024)
Preston Billion Polak, Joseph D. Prusa, Taghi M. Khoshgoftaar
Low-shot learning and class imbalance: a survey. J. Big Data 11 (1) (2024)
Joseph D. Prusa, Ryan Sagul, Taghi M. Khoshgoftaar
Extracting Knowledge from Technical Reports for the Valuation of West Texas Intermediate Crude Oil Futures. Inf. Syst. Frontiers 21 (1) (2019)
Gabriel Castaneda, Paul Morris, Joseph D. Prusa, Taghi M. Khoshgoftaar
Investigation of Maxout Activations on Convolutional Neural Networks for Big Data Text Sentiment Analysis. FLAIRS Conference (2019)
Brian Heredia, Joseph D. Prusa, Taghi M. Khoshgoftaar
Location-Based Twitter Sentiment Analysis for Predicting the U.S. 2016 Presidential Election. FLAIRS Conference (2018)
Brian Heredia, Joseph D. Prusa, Taghi M. Khoshgoftaar
Social media for polling and predicting United States election outcome. Soc. Netw. Anal. Min. 8 (1) (2018)
Brian Heredia, Joseph D. Prusa, Taghi M. Khoshgoftaar
The Impact of Malicious Accounts on Political Tweet Sentiment. CIC (2018)
Brian Heredia, Taghi M. Khoshgoftaar, Joseph D. Prusa, Michael Crawford
Improving detection of untrustworthy online reviews using ensemble learners combined with feature selection. Soc. Netw. Anal. Min. 7 (1) (2017)
Brian Heredia, Joseph D. Prusa, Taghi M. Khoshgoftaar
Exploring the Effectiveness of Twitter at Polling the United States 2016 Presidential Election. CIC (2017)
Joseph D. Prusa, Ryan Sagul, Taghi M. Khoshgoftaar, Michael Sterling
Extracting Knowledge from Technical Reports for the Valuation of West Texas Intermediate Crude Oil Futures. IRI (2017)
Joseph D. Prusa, Taghi M. Khoshgoftaar
Training Convolutional Networks on Truncated Text. ICTAI (2017)
Joseph D. Prusa, Taghi M. Khoshgoftaar
Deep Neural Network Architecture for Character-Level Learning on Short Text. FLAIRS Conference (2017)
Joseph D. Prusa, Taghi M. Khoshgoftaar
Improving deep neural network design with new text data representations. J. Big Data 4 (2017)
Joseph D. Prusa, Taghi M. Khoshgoftaar, Naeem Seliya
Enhancing Ensemble Learners with Data Sampling on High-Dimensional Imbalanced Tweet Sentiment Data. FLAIRS Conference (2016)
Michael Crawford, Taghi M. Khoshgoftaar, Joseph D. Prusa
Reducing Feature Set Explosion to Facilitate Real-World Review Spam Detection. FLAIRS Conference (2016)
Brian Heredia, Taghi M. Khoshgoftaar, Joseph D. Prusa, Michael Crawford
Cross-Domain Sentiment Analysis: An Empirical Investigation. IRI (2016)
Brian Heredia, Taghi M. Khoshgoftaar, Joseph D. Prusa, Michael Crawford
An Investigation of Ensemble Techniques for Detection of Spam Reviews. ICMLA (2016)
Brian Heredia, Taghi M. Khoshgoftaar, Joseph D. Prusa, Michael Crawford
Integrating Multiple Data Sources to Enhance Sentiment Prediction. CIC (2016)
Joseph D. Prusa, Taghi M. Khoshgoftaar, Amri Napolitano
Necessity of Feature Selection when Augmenting Tweet Sentiment Feature Spaces with Emoticons. FLAIRS Conference (2016)
Joseph D. Prusa, Taghi M. Khoshgoftaar
Designing a Better Data Representation for Deep Neural Networks and Text Classification. IRI (2016)
Joseph D. Prusa, Taghi M. Khoshgoftaar
Comparing Approaches for Combining Data Sampling and Feature Selection to Address Key Data Quality Issues in Tweet Sentiment Analysis. FLAIRS Conference (2016)
Joseph D. Prusa, Taghi M. Khoshgoftaar, David J. Dittman, Amri Napolitano
Using Random Undersampling to Alleviate Class Imbalance on Tweet Sentiment Data. IRI (2015)
Joseph D. Prusa, Taghi M. Khoshgoftaar, Naeem Seliya
The Effect of Dataset Size on Training Tweet Sentiment Classifiers. ICMLA (2015)
Joseph D. Prusa, Taghi M. Khoshgoftaar, David J. Dittman
Using Ensemble Learners to Improve Classifier Performance on Tweet Sentiment Data. IRI (2015)
Joseph D. Prusa, Taghi M. Khoshgoftaar, Amri Napolitano
Utilizing Ensemble, Data Sampling and Feature Selection Techniques for Improving Classification Performance on Tweet Sentiment Data. ICMLA (2015)
Joseph D. Prusa, Taghi M. Khoshgoftaar, Amri Napolitano
Using Feature Selection in Combination with Ensemble Learning Techniques to Improve Tweet Sentiment Classification Performance. ICTAI (2015)
Michael Crawford, Taghi M. Khoshgoftaar, Joseph D. Prusa, Aaron N. Richter, Hamzah Al Najada
Survey of review spam detection using machine learning techniques. J. Big Data 2 (2015)
Joseph D. Prusa, Taghi M. Khoshgoftaar, David J. Dittman
Impact of Feature Selection Techniques for Tweet Sentiment Classification. FLAIRS Conference (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Joseph D. Prusa