Joseph D. Prusa

29 papers B 2C 3Misc 13Journal 7Unranked 3

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